Selected Journal Publications

Research areas:

Wireless Communication

  1. X. Zhu, T. Qiu, W. Qu, X. Zhou, Y. Wang, D. Wu, ``Path Planning for Adaptive CSI Map Construction with A3C in Dynamic Environments,'' accepted by IEEE Transactions on Mobile Computing.
  2. J. Zhang, H. Huang, G. Min, W. Miao, D. Wu, ``Social-Aware Routing in Mobile Opportunistic Networks,'' accepted by IEEE Wireless Communications Magazine.
  3. W. Du, A. Li, P. Zhou, B. Niu, D. Wu, ``PrivacyEye: A Privacy-Preserving and Computationally Efficient Deep Learning-based Mobile Video Analytics System,'' accepted by IEEE Transactions on Mobile Computing.
  4. L. Na, Y. Liu, L. Zhao, D. Wu, Y. Wang, ``An Adaptive UAV Deployment Scheme for Emergency Networking,'' IEEE Transactions on Wireless Communications, vol. 21, no. 4, pp. 2383--2398, April 2022.
  5. C. Wu, T. Qiu, C. Zhang, W. Qu, D. Wu, ``Ensemble Strategy Utilizing a Broad Learning System for Indoor Fingerprint Localization,'' IEEE Internet of Things Journal, vol. 9, no. 4, pp. 3011--3022, February 15, 2022.
  6. N. Xie, Y. Chen, Z. Li, D. Wu, ``Lightweight Secure Localization Approach in Wireless Sensor Networks,'' IEEE Transactions on Communications, vol. 69, no. 10, pp. 6879--6893, October 2021.
  7. P. Yang, X. Xi, T. Quek, J. Chen, X. Cao, D. Wu, ``RAN Slicing for Massive IoT and Bursty URLLC Service Multiplexing: Analysis and Optimization,'' IEEE Internet of Things Journal, vol. 8, no. 18, pp. 14258--14275, September 15, 2021.
  8. P. Yang, X. Xi, Y. Fu, T. Quek, X. Cao, D. Wu, ``Multicast eMBB and Bursty URLLC Service Multiplexing in a CoMP-Enabled RAN,'' IEEE Transactions on Wireless Communications, vol. 20, no. 5, pp. 3061--3077, May 2021.
  9. Q. Wang, J. Li, Q. Qi, P. Zhou, D. Wu, ``An Adaptive Location-based Routing Protocol for 3D Underwater Acoustic Sensor Networks,'' IEEE Internet of Things Journal, vol. 8, no. 8, pp. 6853--6864, April 15, 2021.
  10. X. Xi, X. Cao, P. Yang, J. Chen, T. Quek, D. Wu, ``Network Resource Allocation for eMBB Payload and URLLC Control Information Communication Multiplexing in a Multi-UAV Relay Network,'' IEEE Transactions on Communications, vol. 69, no. 3, pp. 1802--1817, March 2021.
  11. P. Yang, X. Xi, T. Quek, J. Chen, X. Cao, D. Wu, ``How Should I Orchestrate Resources of My Slices for Bursty URLLC Service Provision?'' IEEE Transactions on Communications, vol. 69, no. 2, pp. 1134--1146, February 2021.
  12. C. H. Liu, Z. Dai, Y. Zhao, J. Crowcroft, D. Wu, K. K. Leung, ``Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning,'' IEEE Transactions on Mobile Computing, vol. 20, no. 1, pp. 130--146, January 2021.
  13. P. Li, L. Han, S. Xu, D. Wu, P. Gong, ``Resource Allocation for 5G-Enabled Vehicular Networks in Unlicensed Frequency Bands,'' IEEE Transactions on Vehicular Technology, vol. 69, no. 11, pp. 13546--13555, November 2020.
  14. C. Chen, C. Wang, T. Qiu, M. Atiquzzaman, D. Wu, ``Caching in Vehicular Named Data Networking: Architecture, Schemes and Future Directions,'' IEEE Communications Surveys and Tutorials, vol. 22, no. 4, pp. 2378--2407, Fourth Quarter 2020.
  15. Q. Wang, J. Li, Q. Qi, P. Zhou, D. Wu, ``A Game-Theoretic Routing Protocol for 3D Underwater Acoustic Sensor Networks,'' IEEE Internet of Things Journal, vol. 7, no. 10, pp. 9846--9857, October 2020.
  16. H. Hao, C. Xu, L. Zhong, D. Wu, ``Stochastic Cooperative Optimization for Multicast Scheduling in Heterogeneous and Green 5G Networks,'' IEEE Transactions on Green Communications and Networking, vol. 4, no. 3, pp. 903-913, September 2020.
  17. P. Gong, H. Li, X. Gao, D. Wu, X. Xiao, ``Relay Power Allocation for NAF Cooperation Assisted NOMA Network,'' IEEE Wireless Communications Letters, vol. 9, no. 8, pp. 1169--1172, August 2020.
  18. X. Gao, Q. Bai, P. Gong, D. Wu, ``Design and Performance Analysis of LED-Grouping Based Spatial Modulation in the Visible Light Communication System,'' IEEE Transactions on Vehicular Technology, vol. 69, no. 7, pp. 7317--7324, July 2020.
  19. Z. Cao, P. Zhou, R. Li, S. Huang, D. Wu, ``Multi-Agent Deep Reinforcement Learning for Joint Multi-Channel Access and Task Offloading of Mobile Edge Computing in Industry 4.0,'' IEEE Internet of Things Journal, vol. 7, no. 7, pp. 6201--6213, July 2020.
  20. Z. Xiao, H. Dong, L. Bai, D. Wu, X. Xia, ``Unmanned Aerial Vehicle Base Station (UAV-BS) Deployment with Millimeter Wave Beamforming,'' IEEE Internet of Things Journal, vol. 7, no. 2, pp. 1336--1349, February 2020.
  21. J. Zhang, L. Zhu, Z. Xiao, X. Cao, D. Wu, X. Xia, ``Optimal and Sub-Optimal Uplink NOMA: Joint User Grouping, Decoding Order and Power Control,'' IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 254--257, February 2020.
  22. C. Chen, L. Liu, T. Qiu, D. Wu, Z. Ren, ``Delay-aware Grid-based Geographic Routing in Urban VANETs: A Backbone Approach,'' IEEE/ACM Transactions on Networking, vol. 27, no. 6, pp. 2324--2337, December 2019.
  23. X. Xi, X. Cao, P. Yang, J. Chen, T. Quek, D. Wu, ``Joint User Association and UAV Location Optimization for UAV-Aided Communications,'' IEEE Wireless Communications Letters, vol. 8, no. 6, pp. 1688--1691, December 2019.
  24. L. Zhu, Z. Xiao, X.-G. Xia, D. Wu, ``Millimeter-Wave Communications with Non-Orthogonal Multiple Access for B5G/6G,'' IEEE Access, vol. 7, no. 1, pp. 116123--116132, December 2019.
  25. Y. Wang, Y. Niu, H. Wu, B. Ai, Z. Zhong, D. Wu, T. Juhana, ``Relay Assisted Concurrent Scheduling to Overcome Blockage in Full-duplex Millimeter Wave Small Cells,'' IEEE Access, vol. 7, no. 1, pp. 105755--105767, December 2019.
  26. L. Zhu, J. Zhang, Z. Xiao, X. Cao, D. Wu, X.-G. Xia, ``Millimeter-Wave NOMA with User Grouping, Power Allocation and Hybrid Beamforming,'' IEEE Transactions on Wireless Communications, vol. 18, no. 11, pp. 5065--5079, November 2019.
  27. K. Sun, H. Zhang, Y. Gao, D. Wu, ``Delay-aware Fountain Codes for Video Streaming with Optimal Sampling Strategy,'' IEEE/KICS Journal of Communications and Networks, vol. 21, no. 4, pp. 339--352, August 2019.
  28. D. Wu, Z. Li, J. Wang, Y. Zheng, M. Li, Q. Huang, ``Vision and Challenges for Knowledge Centric Networking (KCN),'' IEEE Wireless Communications Magazine, vol. 26, no. 4, pp. 117--123, August 2019. [pdf]
  29. X. Zhang, H. Chen, Y. Zhao, Z. Ma, Y. Xu, H. Huang, H. Yin, D. Wu, ``Improving Cloud Gaming Experience through Mobile Edge Computing,'' IEEE Wireless Communications Magazine, vol. 26, no. 4, pp. 178--183, August 2019.
  30. P. Yang, X. Cao, X. Xi, W. Du, Z. Xiao, D. Wu, ``Three-Dimensional Continuous Movement Control of Drone Cells for Energy-Efficient Communication Coverage,'' IEEE Transactions on Vehicular Technology, vol. 68, no. 7, pp. 6535--6546, July 2019.
  31. L. Zhu, J. Zhang, Z. Xiao, X. Cao, D. Wu, X.-G. Xia, ``Joint Tx-Rx Beamforming and Power Allocation for 5G Millimeter-Wave Non-Orthogonal Multiple Access (MmWave-NOMA) Networks,'' IEEE Transactions on Communications, vol. 67, no. 7, pp. 5114--5125, July 2019.
  32. Z. Xiao, L. Zhu, Z. Gao, D. Wu, X.-G. Xia, ``User Fairness Non-orthogonal Multiple Access (NOMA) for Millimeter-Wave Communications with Analog Beamforming,'' IEEE Transactions on Wireless Communications, vol. 18, no. 7, pp. 3411--3423, July 2019.
  33. L. Zhu, J. Zhang, Z. Xiao, X. Cao, D. Wu, X. Xia, ``3D Beamforming for Flexible Coverage in Millimeter-Wave UAV Communications,'' IEEE Wireless Communications Letters, vol. 8, no. 3, pp. 837--840, June 2019.
  34. T. Qiu, J. Liu, W. Si, D. Wu, ``Robustness Optimization Scheme with Multi-population Co-evolution for Scale-free Wireless Sensor Networks,'' IEEE/ACM Transactions on Networking, vol. 27, no. 3, pp. 1028--1042, June 2019.
  35. L. Zhu, J. Zhang, Z. Xiao, X. Cao, D. Wu, ``Optimal User Pairing for Downlink Non-Orthogonal Multiple Access (NOMA),'' IEEE Wireless Communications Letters, vol. 8, no. 2, pp. 328--331, April 2019.
  36. Z. Lin, X. Du, H.-H. Chen, B. Ai, Z. Chen, D. Wu, ``Millimeter-Wave Propagation Modeling and Measurements for 5G Mobile Networks,'' IEEE Wireless Communications Magazine, vol. 26, no. 1, pp. 72--77, February 2019.
  37. X. Xi, X. Cao, P. Yang, Z. Xiao, D. Wu, ``Efficient and Fair Network Selection for Integrated Cellular and Drone-Cell Networks,'' IEEE Transactions on Vehicular Technology, vol. 68, no. 1, pp. 923--937, January 2019.
  38. J. He, Z. Tang, Z. Ding, D. Wu, ``Successive Interference Cancellation and Fractional Frequency Reuse For LTE Uplink Communications,'' IEEE Transactions on Vehicular Technology, vol. 67, no. 11, pp. 10528--10542, November 2018.
  39. Y. Xue, P. Zhou, S. Mao, D. Wu, Y. Zhou, ``Pure-Exploration Bandits for Channel Probing in Mission-Critical Wireless Communications,'' IEEE Transactions on Vehicular Technology, vol. 67, no. 11, pp. 10995--11007, November 2018.
  40. P. Yang, X. Cao, X. Xi, Z. Xiao, D. Wu, ``Three-Dimensional Drone-Cell Deployment for Congestion Mitigation in Cellular Networks,'' IEEE Transactions on Vehicular Technology, vol. 67, no. 10, pp. 9867--9881, October 2018.
  41. Y. Zhu, J. Li, Q. Huang, D. Wu, ``Game Theoretic Approach for Network Access Control in Heterogeneous Networks,'' IEEE Transactions on Vehicular Technology, vol. 67, no. 10, pp. 9856--9866, October 2018.
  42. X. Cao, P. Yang, M. Alzenad, X. Xi, D. Wu, H. Yanikomeroglu, ``Airborne Communication Networks: A Survey,'' IEEE Journal on Selected Areas in Communications (JSAC), vol. 36, no. 9, pp. 1907--1926, September 2018.
  43. Q. Huang, J. Li, Y. Zhu, D. Wu, ``Trickle Irrigation: Congestion Relief for Communication with Network Coding,'' IEEE Transactions on Vehicular Technology, vol. 67, no. 9, pp. 8695--8708, September 2018.
  44. L. Zhu, J. Zhang, Z. Xiao, X. Cao, D. Wu, X.-G. Xia, ``Joint Power Control and Beamforming for Uplink Non-Orthogonal Multiple Access in 5G Millimeter-Wave Communications,'' IEEE Transactions on Wireless Communications, vol. 17, no. 9, pp. 6177--6189, September 2018.
  45. Y. Zhu, J. Li, Q. Huang, D. Wu, ``Miss and Forward: Exploiting Diversity with Intra-session Network Coding,'' IEEE Transactions on Vehicular Technology, vol. 67, no. 5, pp. 4020--4030, May 2018.
  46. K. Sun, H. Zhang, D. Wu, H. Zhuang, ``MPC-based Delay-Aware Fountain Codes for Real-Time Video Communication,'' IEEE Internet of Things Journal, vol. 5, no. 1, pp. 415--424, February 2018.
  47. T. Qiu, R. Qiao, D. Wu, ``EABS: An Event-Aware Backpressure Scheduling Scheme for Emergency Internet of Things,'' IEEE Transactions on Mobile Computing, vol. 17, no. 1, pp. 72--84, January 2018.
  48. Z. Chen, P. Fan, D. Wu, K. Ben Letaief, ``Weighted Sum-Throughput Maximization for MIMO Broadcast Channel: Energy Harvesting with Hybrid Energy Storage,'' Journal of Communications and Networks, vol. 19, no. 6, pp. 678--692, December 2017.
  49. Y. Zhu, J. Li, Q. Huang, D. Wu, ``Regret Benefit Ratio Link Scheduler for Wireless Backhaul with Directional Antennas,'' IEEE Transactions on Vehicular Technology, vol. 66, no. 11, pp. 10220--10232, November 2017.
  50. F. Liu, Y. Wang, M. Lin, K. Liu, D. Wu, ``A Distributed Routing Algorithm for Data Collection in Low-Duty-Cycle Wireless Sensor Networks,'' IEEE Internet of Things Journal, vol. 4, no. 5, pp. 1420--1433, October 2017.
  51. T. Qiu, A. Zhao, F. Xia, W. Si, D. Wu, ``ROSE: Robustness Strategy for Scale-Free Wireless Sensor Networks,'' IEEE/ACM Transactions on Networking, vol. 25, no. 5, pp. 2944--2959, October 2017.
  52. Z. Chen, Y. Dong, P. Fan, D. Wu, K. B. Letaief, ``Multiple-Layer Power Allocation for Two-user Gaussian Interference Channels,'' IEEE Transactions on Vehicular Technology, vol. 66, no. 10, pp. 9162--9176, October 2017.
  53. Z. Zhang, H. Zhang, H. Dai, X. Chen, D. Wu, ``Fountain-Coded File Spreading over Mobile Networks,'' IEEE Transactions on Wireless Communications, vol. 16, no. 10, pp. 6766--6778, October 2017.
  54. P. Yang, X. Cao, C. Yin, Z. Xiao, X. Xi, D. Wu, ``Proactive Drone-Cell Deployment: Overload Relief for Cellular Network under Flash Crowd Traffic,'' IEEE Transactions on Intelligent Transportation Systems, vol. 18, no. 10, pp. 2877--2892, October 2017.
  55. Y. Niu, C. Gao, Y. Li, L. Su, D. Jin, Y. Zhu, D. Wu, ``Energy Efficient Scheduling for mmWave Backhauling of Small Cells in Heterogeneous Cellular Networks,'' IEEE Transactions on Vehicular Technology, vol. 66, no. 3, pp. 2674--2687, March 2017.
  56. Z. Chen, P. Fan, D. Wu, ``Joint Power Allocation and Strategy Selection for Half-duplex Relay System,'' IEEE Transactions on Vehicular Technology, vol. 66, no. 3, pp. 2144--2157, March 2017.
  57. Z. Li, W. Du, Y. Zheng, M. Li, D. Wu, ``From Rateless to Hopless,'' IEEE/ACM Transactions on Networking, vol. 25, no. 1, pp. 69--82, February 2017.
  58. J. Li, Y. Zhu, D. Wu, ``Practical Distributed Scheduling for QoS-aware Small Cell mmWave Mesh Backhaul Network,'' Ad Hoc Networks, vol. 55, pp. 62--71, February 2017.
  59. P. Zhou, W. Wei, K. Bian, D. Wu, Y. Hu, Q. Wang, ``Private and Truthful Aggregative Game for Large-Scale Spectrum Sharing,'' IEEE Journal on Selected Areas in Communications (JSAC), Special Issue on Game Theory for Networks, vol. 35, no. 2, pp. 463--477, February 2017.
  60. H. Zhang, K. Sun, Q. Huang, Y. Wen, D. Wu, ``FUN Coding: Design and Analysis,'' IEEE/ACM Transactions on Networking, vol. 24, no. 6, pp. 3340--3353, December 2016.
  61. H. Zhang, Y. Wen, Q. Huang, D. Wu, ``File Transfer between Charging Stations Goes Infrastructureless: A Code-Delay Tradeoff,'' IEEE Transactions on Vehicular Technology, vol. 65, no. 10, pp. 8682--8695, October 2016.
  62. Y. Niu, C. Gao, Y. Li, D. Jin, L. Su, D. Wu, ``Boosting Spatial Reuse via Multiple Paths Multi-Hop Scheduling for Directional mmWave WPANs,'' IEEE Transactions on Vehicular Technology, vol. 65, no. 8, pp. 6614--6627, August 2016.
  63. X. Hou, Y. Li, D. Jin, D. Wu, S. Chen, ``Modeling the Impact of Mobility on the Connectivity of Vehicular Networks in Large-Scale Urban Environment,'' IEEE Transactions on Vehicular Technology, vol. 65, no. 4, pp. 2753--2758, April 2016.
  64. Z. Chen, Q. Wang, D. Wu, P. Fan, ``Two-dimensional Evolutional Spectrum Approach to Non-stationary Fading Channel Modeling,'' IEEE Transactions on Vehicular Technology, vol. 65, no. 3, pp. 1083--1097, March 2016. [pdf]   [Matlab code]
  65. W. Feng, Y. Niu, Y. Li, B. Gao, S. Li, J. Peng, D. Wu, ``On the Throughput Enhancement of IEEE 802.11ad Through STDMA Scheduling of Multiple Co-Channel Networks,'' IET Communications, vol. 10, no. 4, pp. 425--434, March 2016. [pdf]
  66. J. Kong, T. Li, D. Wu, ``RVIP: An Indistinguishable Approach to Scalable Network Simulation at Real Time,'' Wireless Communications & Mobile Computing, vol. 15, no. 18, pp. 2219--2232, December 2015. [pdf]
  67. G. Han, Y. Dong, H. Guo, L. Shu, D. Wu, ``Cross-layer Optimized Routing in Wireless Sensor Networks with Duty-cycle and Energy Harvesting,'' Wireless Communications & Mobile Computing, vol. 15, no. 16, pp. 1957--1981, November 2015.
  68. Y. Deng, C. Lin, D. Wu, F. Ren, ``Relocation Routing for Energy Balancing in Mobile Sensor Networks,'' Wireless Communications & Mobile Computing, vol. 15, no. 10, pp. 1418--1432, July 2015.
  69. Z. Ding, Y. Song, D. Wu, Y. Fang, ``Capacity Region and Dynamic Control of Wireless Networks under Per-link Queueing,'' Wireless Communications & Mobile Computing, vol. 15, no. 4, pp. 787--799, March 2015.
  70. Y. Niu, Y. Li, D. Jin, L. Su, D. Wu, ``Blockage Robust and Efficient Scheduling for Directional mmWave WPANs,'' IEEE Transactions on Vehicular Technology, vol. 64, no. 2, pp. 728--742, February 2015.
  71. W. Zhang, Y. Wen, D. Wu, ``Collaborative Task Execution in Mobile Cloud Computing under Stochastic Wireless Channel,'' IEEE Transactions on Wireless Communications, vol. 14, no. 1, pp. 81--93, January 2015.
  72. Y. Li, X. Zhu, D. Jin, D. Wu, ``Multiple Content Dissemination in Roadside Unit Aided Vehicular Opportunistic Networks,'' IEEE Transactions on Vehicular Technology, vol. 63, no. 8, pp. 3947--3956, October 2014.
  73. Y. Li, D. Jin, L. Su, L. Zeng, D. Wu, ``Optimal Mobility Control with Energy Constraint in Delay Tolerant Networks,'' Wireless Communications & Mobile Computing, vol. 14, no. 10, pp. 949--962, July 2014.
  74. B. Tang, B. Ye, S. Guo, S. Lu, D. Wu, ``Order-Optimal Information Dissemination in MANETs via Network Coding,'' IEEE Transactions on Parallel and Distributed Systems, vol. 25, no. 7, pp. 1841--1851, July 2014. [pdf]
  75. Y. Deng, C. Lin, F. Ren, D. Wu, ``Optimal Power Scheduling in 802.11n Wireless Networks for Real-Time Services,'' Wireless Communications & Mobile Computing, vol. 14, no. 9, pp. 877--890, June 2014.
  76. W. Zhang, Y. Wen, D. Wu, J. Cai, ``Towards Transcoding as a Service in Multimedia Cloud: Energy-Efficient Job Dispatching Algorithm,'' IEEE Transactions on Vehicular Technology, vol. 63, no. 5, pp. 2002--2012, June 2014. [pdf]
  77. Q. Wang, D. Wu, P. Fan, ``Joint Evolutionary Spectrum and Autoregressive-Based Approach to Modeling Non-stationary Flat Fading Channels,'' Wireless Communications & Mobile Computing, vol. 14, no. 4, pp. 472--486, March 2014. [pdf]  [Matlab code]
  78. X. Dong, X. Li, D. Wu, ``RED Theory for Quality of Service Provisioning in Wireless Communications,'' Wireless Communications and Mobile Computing, vol. 14, no. 2, pp. 161--174, February 2014.  [pdf]
  79. Q. Wang, D. Wu, P. Fan, ``An Evolutionary Spectrum Approach to Modeling Non-stationary Fading Channels,'' Wireless Communications & Mobile Computing, vol. 14, no. 1, pp. 85--102, January 2014. [pdf]
  80. W. Zhang, Y. Wen, K. Guan, D. Kilper, H. Luo, D. Wu, ``Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel,'' IEEE Transactions on Wireless Communications, vol. 12, no. 9, pp. 4569--4581, September 2013. [pdf]
  81. X. Dong, X. Li, D. Wu, ``Recursive ML Estimation of Time-Varying Carrier Frequency Offset for OFDM systems,'' Wireless Communications & Mobile Computing, vol. 13, no. 11, pp. 1014--1026, August 2013. [pdf]
  82. Y. Jo, D. Wu, ``On the Performance of Joint Space-Frequency Pre-filtering and Equalization for Downlink MC-CDMA,'' Wireless Communications & Mobile Computing, vol. 13, no. 9, pp. 874--883, June 2013. [pdf]
  83. Y. Hu, D. Wu, ``Frequency Shift Filter-Based Multi-carrier Transceiver,'' Wireless Communications & Mobile Computing, vol. 13, no. 6, pp. 539--564, April 2013. [pdf]
  84. Z. Ding, D. Wu, ``Sliding Mode Based Congestion Control and Scheduling for Multi-class Traffic over Per-link Queueing Wireless Networks,'' IEEE Transactions on Vehicular Technology, vol. 62, no. 3, pp. 1276--1288, March 2013. [pdf]
  85. Q. Wang, D. Wu, P. Fan, ``Effective Capacity of a Correlated Nakagami-m Fading Channel,'' Wireless Communications & Mobile Computing, vol. 12, no. 14, pp. 1225--1238, October 2012. [pdf] [Matlab code]
  86. X. Li, X. Dong, D. Wu, ``Queue Length Aware Power Control for Delay-Constrained Communication over Fading Channels,'' Wireless Communications & Mobile Computing, vol. 12, no. 10, pp. 901--909, July 2012. [pdf]
  87. W. Liu, K. Lu, J. Wang, L. Huang, D. Wu, ``On the Throughput Capacity of Wireless Sensor Networks with Mobile Relays," IEEE Transactions on Vehicular Technology, vol. 61, no. 4, pp. 1801--1809, May 2012.
  88. J. Wang, D. Wu, ``Tight Bounds for the First Order Marcum Q-Function," Wireless Communications & Mobile Computing, vol. 12, no. 4, pp. 293--301, March 2012.  [pdf] 
  89. Q. Wang, D. Wu, P. Fan, ``Effective Capacity of a Correlated Rayleigh Fading Channel,'' Wireless Communications & Mobile Computing, vol. 11, no. 11, pp. 1485--1494, November 2011. [pdf]  [Matlab code]
  90. X. Li, X. Dong, D. Wu, ``Hierarchical Queue-Length-Aware Power Control for Real-Time Applications over Wireless Networks,'' Wireless Communications & Mobile Computing, vol. 11, no. 11, pp. 1473--1484, November 2011. [pdf] 
  91. X. Li, F. Cao, X. Dong, D. Wu, ``Power Control for Delay Constrained Multichannel Communications Using Outdated CSI,'' Wireless Communications & Mobile Computing, vol. 11, no. 9, pp. 1302--1311, September 2011.
  92. Y. Li, D. Wu, D. Jin, L. Su, L. Zeng, ``The Impact of Node Selfishness on Multicasting in Delay Tolerant Networks,'' IEEE Transactions on Vehicular Technology, vol. 60, no. 5, pp. 2224--2238, June 2011.
  93. X. Li, X. Dong, D. Wu, ``On Optimal Power Control for Delay-Constrained Communication over Fading Channels,'' IEEE Transactions on Information Theory, vol. 57, no. 6, pp. 3371--3389, June 2011. [pdf] [Matlab code]
  94. Y. Li, D. Peng, L. Su, L. Zeng, D. Wu, ``Energy Efficient Optimal Opportunistic Forwarding for Delay Tolerant Networks,'' IEEE Transactions on Vehicular Technology, vol. 59, no. 9, pp. 4500--4512, November 2010.
  95. Q. Wang, D. Wu, P. Fan, ``Delay-Constrained Optimal Link Scheduling in Wireless Sensor Networks,'' IEEE Transactions on Vehicular Technology, vol. 59, no. 9, pp. 4564--4577, November 2010. [pdf]
  96. Z. Chen, P. Fan, D. Wu, K. B. Letaief, ``On the Multi-Rate Division with Limited Feedback for One Source Multiple Destinations Wireless Transmission Systems,'' International Journal of Wireless Communications and Networking, vol. 1, no. 2, pp. 105--113, December 2009.
  97. J. Wang, H. Zhai, P. Li, Y. Fang, and D. Wu, ``Directional Medium Access Control for Ad Hoc Networks,'' ACM Wireless Networks, vol. 15, no. 8, pp. 1059--1073, November 2009. [html]
  98. K. Lu, J. Wang, D. Wu, and Y. Fang, ``Performance of a burst-frame-based CSMA/CA protocol: Analysis and enhancement," ACM Wireless Networks, vol. 15, no. 1, January 2009.  [pdf] 
  99. X. Li, D. Wu, ``Power Control and Channel Allocation for Real-time Applications in Cellular Networks,'' Wireless Communications & Mobile Computing, vol. 8, no. 6, pp. 705--713, 2008. [pdf] 
  100. W. Kumwilaisak, C.-C. J. Kuo, and D. Wu, ``Fading Channel Modeling via Variable Length Markov Chain (VLMC) Technique," IEEE Transactions on Vehicular Technology, vol. 57, no. 3, pp. 1338–-1358, May 2008.
  101. D. Wu and R. Negi, ``Power Control and Scheduling for Guaranteeing Quality of Service in Cellular Networks,'' Wireless Communications & Mobile Computing, vol. 8, no. 1, pp. 75–92, 2008. [pdf]   
  102. D. Wu and R. Negi, ``Effective Capacity Channel Model for Frequency-selective Fading Channels,'' ACM Wireless Networks, vol. 13, no. 3, pp. 299--310, June 2007. [pdf] 
  103. K. Wang, F. Yang, Q. Zhang, D. Wu, and Y. Xu, ``Distributed Cooperative Rate Adaptation for Energy Efficiency in IEEE 802.11-based Multi-hop Networks,'' IEEE Transactions on Vehicular Technology, vol. 56, no. 2, pp. 888--898, March 2007.
  104. J. Wang, Y. Fang and D. Wu, ``Enhancing the Performance of Medium Access Control for WLANs with Multi-beam Access Point,'' IEEE Transactions on Wireless Communications, vol. 6, no. 2, pp. 556--565, Feb. 2007.
  105. X. Du and D. Wu, ``Joint Design of Routing and Medium Access Control for Hybrid Mobile Ad Hoc Networks,'' ACM Mobile Networks and Applications (MONET) journal, vol. 12, no. 1, pp. 57--68, Feb. 2007.
  106. K. Lu, D. Wu, Y. Qian, Y. Fang, and R. C. Qiu, ``Performance of an Aggregation-based MAC Protocol for High Data Rate Ultra-Wideband Ad Hoc Networks," IEEE Transactions on Vehicular Technology, vol. 565, no. 1, pp. 312--321, Jan. 2007.
  107. J. Wang, H. Zhai, Y. Fang, J. M. Shea, D. Wu, ``OMAR: Utilizing Multiuser Diversity in Wireless Ad Hoc Networks," IEEE Transactions on Mobile Computing, vol. 5, no. 12, pp. 1764-1779, Dec. 2006.
  108. Y. Zheng, K. Lu, D. Wu, and Y. Fang, ``Performance Analysis of IEEE 802.11 DCF in Imperfect Channels," IEEE Transactions on Vehicular Technology, vol. 55, no. 5, pp. 1648--1656, Sept. 2006. [pdf] 
  109. Z. He and D. Wu, ``Resource Allocation and Performance Analysis of Wireless Video Sensors," IEEE Transactions on Circuits and Systems for Video Technology,  vol. 16, no. 5, pp. 590--599, May 2006. [pdf] 
  110. Y. Zhang, W. Liu, Y. Fang, and D. Wu, ``Secure localization and authentication in ultra-wideband sensor networks," IEEE Journal on Selected Areas in Communications (JSAC), vol. 24, no. 4, pp. 829--835, April 2006. [pdf]
  111. D. Wu and R. Negi, ``Effective Capacity-Based Quality of Service Measures for Wireless Networks,''  ACM Mobile Networks and Applications (MONET) journal, vol. 11, no. 1, February 2006. [pdf] 
  112. X. Du and D. Wu, ``Adaptive Cell-Relay Routing Protocol for Mobile ad hoc Networks," IEEE Transactions on Vehicular Technology, vol. 55, no. 1, pp. 278--285, Jan. 2006. [pdf]
  113. X. Du, D. Wu, W. Liu, Y. Fang, ``Multi-Class Routing and Medium Access Control for Heterogeneous Mobile Ad Hoc Networks," IEEE Transactions on Vehicular Technology, vol. 55, no. 1, pp. 270--277, Jan. 2006. [pdf]
  114. D. Wu, "QoS Provisioning in Wireless Networks," Wireless Communications and Mobile Computing, vol. 5, pp. 957--969, 2005. Wiley. [pdf]
  115. K. Lu, D. Wu, and Y. Fang, ``A Novel Framework for Medium Access Control in Ultra-Wideband Ad Hoc Networks,'' Dynamics of Continuous, Discrete and Impulsive Systems (Series B), Special Issue on Ultra-Wideband (UWB) Wireless Communications for Short Range Communications, vol. 12, no. 3, pp. 427--441, June 2005.   [pdf] 
  116. D. Wu and R. Negi, "Utilizing Multiuser Diversity for Efficient Support of Quality of Service over a Fading Channel," IEEE Transactions on Vehicular Technology, vol. 54, no. 3, pp. 1198--1206, May 2005. [pdf]
  117. Y. Zheng, K. Lu, D. Wu, and Y. Fang, ``Performance Analysis Of Frame-Burst-based Medium Access Control Protocols Under Imperfect Wireless Channels,'' International Journal of Intelligent Control and Systems, vol. 10, no. 1, pp. 43--51, March 2005. [pdf]
  118. D. Wu and R. Negi, "Downlink Scheduling in a Cellular Network for Quality of Service Assurance," IEEE Transactions on Vehicular Technology,  vol. 53, no. 5, pp. 1547-1557, Sept. 2004. [pdf]
  119. D. Wu and R. Negi, "Effective Capacity: A Wireless Link Model for Support of Quality of Service," IEEE Transactions on Wireless Communications, vol. 2, no. 4, pp. 630-643, July 2003. [pdf]  [C code]

Multimedia Communication

  1. K. Sun, H. Zhang, Y. Gao, D. Wu, ``Delay-aware Fountain Codes for Video Streaming with Optimal Sampling Strategy,'' accepted by Journal of Communications and Networks.
  2. Q. Cai, Z. Chen, D. Wu, S. Liu, X. Li, ``A Novel Video Coding Strategy in HEVC for Object Detection,''  IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, no. 12, pp. 4924--4937, December 2021.
  3. Q. Cai, Z. Chen, D. Wu, B. Huang, ``Real-Time Constant Objective Quality Video Coding Strategy in High Efficiency Video Coding,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 7, pp. 2215--2228, July 2020.
  4. B. Huang, Z. Chen, Q. Cai, M. Zheng, D. Wu, ``Rate-Distortion-Complexity Optimized Coding Mode Decision for HEVC,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 30, no. 3, pp. 795--809, March 2020.
  5. Y. Feng, P. Zhou, J. Xu, S. Ji, D. Wu, ``Video Big Data Retrieval Over Media Cloud: A Context-aware Online Learning Approach,'' IEEE Transactions on Multimedia, vol. 21, no. 7, pp. 1762--1777, July 2019.
  6. Z. Chen, L. Duan, S. Wang, Y. Lou, T. Huang, D. Wu, W. Gao, ``Towards Knowledge as a Service over Networks: A Deep Learning Model Communication Paradigm,'' IEEE Journal on Selected Areas in Communications (JSAC), vol. 37, no. 6, pp. 1349--1363, June 2019.
  7. P. Zhou, K. Wang, J. Xu, D. Wu, ``Differentially-Private and Trustworthy Online Social Multimedia Big Data Retrieval in Edge Computing,'' IEEE Transactions on Multimedia, vol. 21, no. 3, pp. 539--554, March 2019.
  8. K. Wu, X. Cao, Z. Chen, D. Wu, ``Adaptive Mobile Video Delivery Based on Fountain Codes and DASH: A Survey,'' ZTE Communications, vol. 16, no. 39, pp. 9--14, September 2018.
  9. K. Sun, H. Zhang, D. Wu, H. Zhuang, ``MPC-based Delay-Aware Fountain Codes for Real-Time Video Communication,'' IEEE Internet of Things Journal, vol. 5, no. 1, pp. 415--424, February 2018.
  10. C. Li, H. Xiong, J. Zou, D. Wu, ``Joint Dynamic Rate Control and Transmission Scheduling for Scalable Video Multirate Multicast over Wireless Networks,'' IEEE Transactions on Multimedia, vol. 20, no. 2, pp. 361--378, February 2018.
  11. P. Zhou, Y. Zhou, D. Wu, H. Jin, ``Differentially Private Online Learning for Cloud-Based Video Recommendation with Multimedia Big Data in Social Networks,'' IEEE Transactions on Multimedia, vol. 18, no. 6, pp. 1217--1229, June 2016.
  12. C. Li, H. Xiong, D. Wu, ``Delay-Rate-Distortion Optimized Rate Control for End-to-end Video Communication over Wireless Channels,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 10, pp. 1665--1681, October 2015.
  13. Q. Chen, D. Wu, ``Delay-Rate-Distortion Model for Real-Time Video Communication,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 8, pp. 1376--1394, August 2015.
  14. K. Sun, D. Wu, ``Video Rate Control Strategies for Cloud Gaming,'' Journal of Visual Communication and Image Representation, vol. 30, pp. 234--241, July 2015.
  15. J. Xu, D. Wu, ``Gamma Rate Theory for Causal Rate Control in Source Coding and Video Coding,'' Journal of Visual Communication and Image Representation, vol. 25, no. 8, pp. 1886--1893, November 2014. [pdf]
  16. C. Li, D. Wu, H. Xiong, ``Delay-Power-Rate-Distortion Model for Wireless Video Communication Under Delay and Energy Constraints,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 7, pp. 1170--1183, July 2014. [pdf]
  17. H.-R. Lee, Y.-W. Jeong, J.-S. Kim, D. Wu, and K.-D. Seo, ``Estimation of Accurate Effective Loss Rate for FEC Video Transmission,'' Signal Processing: Image Communication, vol. 29, no. 6, pp. 678--698, July 2014.
  18. W. Zhang, Y. Wen, D. Wu, J. Cai, ``Towards Transcoding as a Service in Multimedia Cloud: Energy-Efficient Job Dispatching Algorithm,'' IEEE Transactions on Vehicular Technology, vol. 63, no. 5, pp. 2002--2012, June 2014.
  19. J. He, Z. Xue, D. Wu, D. O. Wu, Y. Wen, ``CBM: Online Strategies on Cost-aware Buffer Management for Mobile Video Streaming,'' IEEE Transactions on Multimedia, vol. 16, no. 1, pp. 242--252, January 2014. [pdf]
  20. H. Yin, X. Zhang, T. Zhan, Y. Zhang, G. Min, D. Wu, ``NetClust: a Framework for Scalable and Pareto-Optimal Media Server Placement,'' IEEE Transactions on Multimedia, vol. 15, no. 8, pp. 2114--2124, December 2013. [pdf]
  21. Z. Wang, L. Sun, W. Zhu, S. Yang, H. Li, D. Wu, ``Joint Social and Content Recommendation for User Generated Videos in Online Social Network,'' IEEE Transactions on Multimedia, vol. 15, no. 3, pp. 698--709, April 2013. [pdf]
  22. Z. Chen, P. Pahalawatta, A. M. Tourapis, D. Wu, ``Improved Estimation of Transmission Distortion for Error-resilient Video Coding,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 4, pp. 636--647, April 2012. [pdf]
  23. Z. Chen, D. Wu, ``Rate-Distortion Optimized Cross-layer Rate Control in Wireless Video Communication,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 3, pp. 352--365, March 2012. [pdf]
  24. Z. Chen, D. Wu, ``Prediction of Transmission Distortion for Wireless Video Communication: Analysis,'' IEEE Transactions on Image Processing, vol. 21, no. 3, pp. 1123--1137, March 2012.   [pdf]
  25. H. Oh, D. Wu, H. Song, ``An Effective Mesh-Pull-based P2P Video Streaming System using Fountain Codes with Variable Symbol Sizes,'' Computer Networks, vol. 55, no. 12, pp. 2746--2759, August 2011. [html]
  26. Z. Chen, D. Wu, ``Prediction of Transmission Distortion for Wireless Video Communication: Algorithm and Application,'' Journal of Visual Communication and Image Representation, vol. 21, no. 8, pp. 948--964, November 2010. [pdf]
  27. B. Han, F. Wu, D. Wu, ``Image Representation by Compressive Sensing for Visual Sensor Networks,'' Journal of Visual Communication and Image Representation, vol. 21, no. 4, pp. 325--333, May 2010. [pdf]
  28. H. Yin, C. Lin, Q. Zhang, Z. Chen, and D. Wu, ``TrustStream: A Secure and Scalable Architecture for Large-scale Internet Media Streaming,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, no. 12, pp. 1692--1702, December 2008. [pdf]
  29. Z. He and D. Wu, ``Linear Rate Control and Optimum Statistical Multiplexing for H.264 Video Broadcast," IEEE Transactions on Multimedia, vol. 10, no. 7, pp. 1237--1249, November 2008. [pdf]
  30. A. Avudainayagam, J. M. Shea, and D. Wu, ``Hyper-Trellis Decoding of Pixel-Domain Wyner-Ziv Video Coding,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 18, no. 5, pp. 557--568, May 2008. [pdf] 
  31. J. Zhao, D. Wu, D. Erdogmus, Y. Fang, Z. He, ``Adaptive Motion Estimation Schemes Using Maximum Mutual Information Criterion," Journal of Wireless Communications and Mobile Computing, Special Issue on Video Communications for 4G Wireless Systems, vol. 7, no. 2, pp. 205--215, Feb. 2007.
  32. Z. He and D. Wu, ``Resource Allocation and Performance Analysis of Wireless Video Sensors," IEEE Transactions on Circuits and Systems for Video Technology,  vol. 16, no. 5, pp. 590--599, May 2006. [pdf] 
  33. G. Ramachandran, V. Krishnan, D. Wu, and Z. He, ``A Model-based Adaptive Motion Estimation Scheme Using Renyi’s Entropy for Wireless Video," Journal of Visual Communication and Image Representation, Special Issue on Visual Communication in the Ubiquitous Era, vol. 16, no. 4--5, pp. 432--449, Elsevier, August--October 2005. [pdf] 
  34. Z. He, Y. Liang, L. Chen, I. Ahmad, and D. Wu, "Power-Rate-Distortion Analysis for Wireless Video Communication under Energy Constraints," IEEE Transactions on Circuits and Systems for Video Technology, Special Issue on Integrated Multimedia Platforms, vol. 15, no. 5, pp. 645-658, May 2005. [pdf]
  35. D. Wu, T. Hou, W. Zhu, H.-J. Lee, T. Chiang, Y.-Q. Zhang, H. J. Chao, "MPEG-4 Video Transport over the Internet: A Summary," IEEE Circuits and Systems Magazine, vol. 2, no. 1, pp. 43-46, 2002. 
  36. D. Wu, "Streaming Video over the Internet and Wireless IP Networks," Video Processing and Communications, Y. Wang, J. Ostermann, and Y.-Q. Zhang, ch. 15, pp. 519-561, Prentice Hall, 2001.
  37. D. Wu, T. Hou, W. Zhu, Y.-Q. Zhang, J. Peha, "Streaming Video over the Internet: Approaches and Directions," IEEE Transactions on Circuits and Systems for Video Technology, Special Issue on Streaming Video, vol. 11, no. 3, pp. 282-300, March 2001.[pdf]
  38. D. Wu, T. Hou, Y.-Q. Zhang, ``Scalable Video Coding and Transport over Broadband Wireless Networks,'' Proceedings of the IEEE, Special Issue on Multi-Dimensional Broadband Wireless Technologies and Applications, vol. 89, no. 1, pp. 6-20, Jan. 2001. (Invited paper)  [pdf]  
  39. D. Wu, T. Hou, Y.-Q. Zhang, "Transporting Real-time Video over the Internet: Challenges and Approaches," Proceedings of the IEEE, vol. 88, no. 12, pp. 1855 -1875, Dec. 2000. (Invited paper) [pdf] 
  40. D. Wu, T. Hou, W. Zhu, H.-J. Lee, T. Chiang, Y.-Q. Zhang, H. J. Chao, "On End-to-End Architecture for Transporting MPEG-4 Video over the Internet," IEEE Transactions on Circuits and Systems for Video Technology, vol. 10, no. 6, pp. 923-941, Sept. 2000. (IEEE CSVT Transactions Best Paper Award for Year 2001)  [pdf] 
  41. D. Wu, T. Hou, B. Li,  W. Zhu, Y.-Q. Zhang, H. J. Chao, "An End-to-End Approach for Optimal Mode Selection in Internet Video Communication: Theory and Application," IEEE Journal on Selected Areas in Communications (JSAC), Special Issue on Error-Resilient Image and Video Transmission, vol. 18, no. 6, pp. 977-995, June 2000. [pdf]

Computer and Communication Networks

  1. T. Qiu, L. Zhang, N. Chen, S. Zhang, W. Liu, D. Wu, ``Born This Way: A Self-Organizing Evolution Scheme with Motif for Internet of Things Robustness,'' accepted by IEEE/ACM Transactions on Networking.
  2. K. Gao, C. Xu, X. Ji, J. Qin, S. Yang, L. Zhong, D. Wu, ``Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks,'' accepted by IEEE Transactions on Network Science and Engineering.
  3. N. Chen, T. Qiu, M. Daneshmand, D. Wu, ``Robust Networking: Dynamic Topology Evolution Learning for Internet of Things,'' accepted by ACM Transactions on Sensor Networks.
  4. H. Wu, W. Du, P. Gong, D. Wu, ``CPU: Cross-Rack-Aware Pipelining Update for Erasure-Coded Storage,'' accepted by IEEE Transactions on Cloud Computing.
  5. N. Chen, T. Qiu, Z. Lu, D. Wu, ``An Adaptive Robustness Evolution Algorithm with Self-Competition and its 3D Deployment for Internet of Things,'' IEEE/ACM Transactions on Networking, vol. 30, no. 1, pp. 368--381, February 2022.
  6. X. Zhang, G. Min, Q. Fan, H. Yin, D. Wu, Z. Ma, ``A Light-Weight Statistical Latency Measurement Platform at Scale,'' IEEE Transactions on Industrial Informatics, vol. 18, no. 2, pp. 1186--1196, February 2022.
  7. X. Bi, T. Qiu, W. Qu, L. Zhao, X. Zhou, D. Wu, ``Dynamically Transient Social Community Detection for Mobile Social Networks,'' IEEE Internet of Things Journal, vol. 8, no. 3, pp. 1282--1293, February 1, 2021.
  8. M. Wang, C. Xu, X. Chen, L. Zhong, Z. Wu, D. Wu, ``BC-MDC: A Blockchain-based Decentralized Truthful Framework for Mobile Device Cloud,'' IEEE Transactions on Industrial Informatics, vol. 17, no. 2, pp. 1208--1219, February 2021.
  9. H. Xia, R. Zhang, X. Cheng, T. Qiu, D. Wu, ``Two-stage Game Design of Payoff Decision-making Scheme for Crowdsourcing Dilemmas,'' IEEE/ACM Transactions on Networking, vol. 28, no. 6, pp. 2741--2754, December 2020.
  10. X. Zhu, W. Qu, T. Qiu, M. Atiquzzaman, D. Wu, ``Indoor Intelligent Fingerprint-based Localization: Principles, Approaches and Challenges,'' IEEE Communications Surveys and Tutorials, vol. 22, no. 4, pp. 2634--2657, Fourth Quarter 2020.
  11. J. Chi, T. Qiu, X. Zhou, M. Atiquzzaman, D. Wu, ``Edge Computing in Industrial Internet of Things: Architecture, Advances and Challenges,'' IEEE Communications Surveys and Tutorials, vol. 22, no. 4, pp. 2462--2488, Fourth Quarter 2020.
  12. X. Zhang, H. Yin, D. Wu, G. Min, Y. Zhang, H. Huang, ``SSL: A Surrogate-Based Method for Large-scale Statistical Latency Measurement,'' IEEE Transactions on Services Computing, vol. 13, no. 5, pp. 958--968, September/October 2020.
  13. M. Wang, C. Xu, X. Chen, H. Hao, L. Zhong, D. Wu, ``Design of Multipath Transmission Control for Information-centric Internet of Things: A Distributed Stochastic Optimization Framework,'' IEEE Internet of Things Journal, vol. 6, no. 6, pp. 9475--9488, December 2019.
  14. P. Zhou, J. Xu, W. Wang, H. Huang, Y. Hu, D. Wu, S. Ji, ``Toward Optimal Adaptive Online Shortest Path Routing with Acceleration under Jamming Attack,'' IEEE/ACM Transactions on Networking, vol. 27, no. 5, pp. 1815--1829, October 2019.
  15. W. Chen, P. Zhou, S. Ji, H. Jiang, L. Yu, D. Wu, ``Privacy-preserving Online Task Allocation in Edge-Computing-Enabled Massive Crowdsensing,'' IEEE Internet of Things Journal, vol. 6, no. 5, pp. 7773--7787, October 2019.
  16. D. Wu, Z. Li, J. Wang, Y. Zheng, M. Li, Q. Huang, ``Vision and Challenges for Knowledge Centric Networking,'' IEEE Wireless Communications Magazine, vol. 26, no. 4, pp. 117--123, August 2019. [pdf]
  17. X. Zhang, H. Huang, H. Yin, D. Wu, G. Min, Z. Ma, ``Resource Provisioning in the Edge for IoT Applications with Multi-Level Services,'' IEEE Internet of Things Journal, vol. 6, no. 3, pp. 4262--4271, June 2019.
  18. J. Kong, T. Li, D. Wu, ``RVIP: An Indistinguishable Approach to Scalable Network Simulation in Real Time,'' Wireless Communications & Mobile Computing, vol. 15, no. 18, pp. 2219--2232, December 2015.
  19. H. Huang, H. Yin, G. Min, D. Wu, Y. Wu, T. Zuo, K. Li, ``Network Distance Prediction for Enabling Service-Oriented Applications over Large-Scale Networks,'' IEEE Communications Magazine, vol. 53, no. 8, pp. 166--174, August 2015. [pdf]
  20. H. Yin, X. Zhang, T. Zhan, Y. Zhang, G. Min, D. Wu, ``NetClust: a Framework for Scalable and Pareto-Optimal Media Server Placement,'' IEEE Transactions on Multimedia, vol. 15, no. 8, pp. 2114--2124, December 2013.
  21. C. Hu, B. Liu, Z. Liu, S. Gao, D. Wu, ``Stochastic Optimization of Distributed Sampling System Placement for Passive Measurement," Journal of Information and Computing Science, vol. 3, no. 1, pp. 21--38, February 2008.
  22. W. Li, B. Liu, L. Shi, Y. Xu, and D. Wu, ``Preemptive Packet-Mode Scheduling to Improve TCP Performance,'' Springer Lecture Notes in Computer Science (LNCS), vol. 3552, pp. 246--258, June 2005.
  23. D. Wu and H. J. Chao, "Buffer Management and Scheduling Schemes for TCP/IP over ATM-GFR," International Journal of Communication Systems, vol. 14, no. 4, pp. 345-359, John Wiley, May 2001. [pdf]
  24. D. Wu, T. Hou, B. Li, H. J. Chao, "A Per Flow Based Node Architecture for Integrated Services Packet Networks," Telecommunication Systems, vol. 17, nos. 1,2, pp. 135-160, Kluwer Academic Publishers, May/June 2001.
  25. D. Wu, T. Hou, Z.-L. Zhang, H. J. Chao, "A Framework of Node Architecture and Traffic Management Algorithms for Achieving QoS Provisioning in Integrated Services Networks," International Journal of Parallel and Distributed Systems and Networks, vol. 3, no. 2, pp. 64-81, ACTA Press, May 2000. [pdf]
  26. T. Hou, D. Wu, B. Li, T. Hamada, I. Ahmad, H. J. Chao, "A Differentiated Services Architecture for Multimedia Streaming in Next Generation Internet," Computer Networks, vol. 32, no. 2, pp. 185-209, Elsevier, Feb. 2000.
  27. D. Wu and H. J. Chao, "Efficient Bandwidth Allocation and Call Admission Control for VBR Service Using UPC Parameters," International Journal of Communication Systems,  vol. 13, no. 1, pp. 29-50, John Wiley, Feb. 2000. [pdf]

Information Security and Network Security

  1. L. Giovanini, F. Ceschin, M. Silva, A. Chen, R. Kulkarni, S. Banda, M. Lysaght, H. Qiao, N. Sapountzis, R. Sun, B. Matthews, D. Wu, A. Gregio, D. Oliveira, ``Online Binary Models are Promising for Distinguishing Temporally Consistent Computer Usage Profiles,'' accepted by IEEE Transactions on Biometrics, Behavior, and Identity Science.
  2. X. Yuan, X. Ma, L. Zhang, Y. Fang, D. Wu, ``Beyond Class-Level Privacy Leakage: Breaking Record-Level Privacy in Federated Learning,'' IEEE Internet of Things Journal, vol. 9, no. 4, pp. 2555--2565, February 15, 2022.
  3. G. Chen, K. Wang, Q. Ai, P. Zhou, D. Wu, ``Reversible Data Hiding Based on Structural Similarity Block Selection,'' IEEE Access, vol. 8, no. 1, pp. 20375-20385, December 2020.
  4. T. Qiu, X. Liu, M. Han, H. Ning, D. Wu, ``A Secure Time Synchronization Protocol against Fake Timestamps for Large Scale Internet of Things,'' IEEE Internet of Things Journal, vol. 4, no. 6, pp. 1879--1889, December 2017.
  5. P. Zhou, Q. Wang, W. Wang, Y. Hu, D. Wu, ``Near-Optimal and Practical Jamming-Resistant Energy-Efficient Cognitive Radio Communications,'' IEEE Transactions on Information Forensics and Security, vol. 12, no. 11, pp. 2807--2822, November 2017.
  6. S. Yu, Y. Tian, S. Guo, D. Wu, ``Can We Beat DDoS Attacks in Clouds?'' IEEE Transactions on Parallel and Distributed Systems, vol. 25, no. 9, pp. 2245--2254, September 2014.
  7. Y. Zhou, G. Hu, D. Wu, ``A Data Mining System for Distributed Abnormal Event Detection in Backbone Networks," Security and Communication Networks, vol. 7, no. 5, pp. 904--913, May 2014.
  8. Z. Chen, D. Wu, P. Fan, K. Ben Letaief, ``Leakage-Probability-Constrained Secrecy Capacity of a Fading Channel," Security and Communication Networks, vol. 5, no. 6, pp. 583--593, June 2012.
  9. L. Yang, J. Tian, D. Wu, ``Content Based Image Authentication by Feature Point Clustering and Matching,'' Security and Communication Networks, vol. 5, no. 6, pp. 636--647, June 2012. [pdf]
  10. L. Yang, Q. Chen, J. Tian, D. Wu, ``Robust Track-and-Trace Video Watermarking,'' Security and Communication Networks, vol. 5, no. 4, pp. 353--363, April 2012. [pdf]
  11. Q. Chen, J. Tian, L. Yang, D. Wu, ``A Robust Video Hash Scheme Based on 2D-DCT Temporal Maximum Occurrence," Security and Communication Networks, vol. 4, no. 12, pp. 1369--1377, December 2011. [pdf]
  12. L. Yang, Q. Chen, J. Tian, D. Wu, ``Content Based Image Hashing Using Companding and Gray Code," Security and Communication Networks, vol. 4, no. 12, pp. 1378--1386, December 2011. [pdf]
  13. D. Wu, C. Zhou, ``Fault-Tolerant and Scalable Key Management for Smart Grid," IEEE Transactions on Smart Grid, vol. 2, no. 2, pp. 375--381, June 2011.  [pdf]
  14. J. Fan, D. Wu, A. Nucci, R. Keralapura, and L. Gao, ``Protocol Oblivious Classification of Multimedia Traffic," Security and Communication Networks, vol. 4, no. 4, pp. 357--371, April 2011. [pdf] 
  15. Y. Zhou, D. Wu, and S. M. Nettles, ``On Architecture of Authentication, Authorization, and Accounting for Real-Time Secondary Market Services,'' International Journal of Wireless and Mobile Computing, vol. 4, no. 3, pp. 240--248, September 2010. [pdf]
  16. Y. Jo, D. Wu, ``On Cracking Direct-Sequence Spread-Spectrum Systems,'' Wireless Communications & Mobile Computing, vol. 10, no. 7, pp. 986--1001, July 2010. [pdf] 
  17. J. Kong, X. Hong, D. Wu, ``Protection Against Mobile Tracing through Motion MIX for Mobile Wireless Nodes," IEEE Trans. on Vehicular Technology, vol. 58, no. 5, pp. 2406--2416, June 2009.
  18. C. Tang, D. Wu, A. T. Chronopoulos, C. S. Raghavendra, ``Efficient Multi-Party Digital Signature Using Adaptive Secret Sharing for Low-Power Devices," IEEE Trans. on Wireless Communications, vol. 8, no. 2, pp. 882--889, Feb. 2009.    Notes for clarification and correction of a typo in this paper.
  19. C. Tang, D. Wu, ``An Efficient Mobile Authentication Scheme for Wireless Networks," IEEE Transactions on Wireless Communications, vol. 7, no. 4, pp. 1408–-1416, April 2008. [pdf]
  20. C. Tang, D. Wu, ``Mobile Privacy in Wireless Networks - Revisited,'' IEEE Transactions on Wireless Communications, vol. 7, no. 3, pp. 1035–-1042, March 2008.  [pdf]   
  21. J. Fan, D. Wu, K. Lu, and A. Nucci, ``An Efficient Data Structure for Network Anomaly Detection," Security and Communication Networks, Wiley, vol. 1, pp. 107–-124, February 2008. [pdf]
  22. K. Lu, D. Wu, J. Fan, S. Todorovic, and A. Nucci, ``Robust and Efficient Detection of DDoS Attacks for Large-Scale Internet," Computer Networks, vol. 51, no. 18, pp. 5036–5056, December 2007. [pdf]
  23. C. Tang, D. Wu, ``Distance-bounding based Defense Against Relay Attacks in Wireless Networks,'' IEEE Transactions on Wireless Communications, vol. 6, no. 11, pp. 4071–4078, Nov. 2007. [pdf]
  24. Y. Zhou, D. Wu, and S. M. Nettles, ``On MAC-Layer Denial of Service Attacks in IEEE 802.11 Ad Hoc Networks: Analysis and Counter Measures,'' International Journal of Wireless and Mobile Computing, vol. 1, nos. 3/4, pp. 268--275, 2006.
  25. Q. He, D. Wu, and P. Khosla, "A Secure Incentive Architecture for Ad-hoc Networks," Wireless Communications & Mobile Computing, Special Issue on Wireless Networks Security, no. 6, pp. 333--346, 2006. [pdf]
  26. Y. Zhang, W. Liu, Y. Fang, and D. Wu, ``Secure localization and authentication in ultra-wideband sensor networks," IEEE Journal on Selected Areas in Communications (JSAC), vol. 24, no. 4, pp. 829--835, April 2006. [pdf]
  27. Q. He, D. Wu, and P. Khosla, "Quest for Personal Control over Mobile Location Privacy," IEEE Communications Magazine, vol. 42, no. 5, pp. 130-136, May 2004. [pdf]

Image Processing

  1. Z. Zhao, Q. Sun, H. Yang, H. Qiao, Z. Wang, D. Wu, ``Compression Artifacts Reduction by Improved Generative Adversarial Networks,'' accepted by EURASIP Journal on Image
    and Video Processing.
  2. Y. Li, C. Pan, X. Cao, D. Wu, ``Power Line Detection by Pyramidal Patch Classification,'' accepted by IEEE Transactions on Emerging Topics in Computational Intelligence.
  3. H. Zhang, X. Xu, H. He, S. He, G. Han, J. Qin, D. Wu, ``Fast User-Guided Single Image Reflection Removal via Edge-aware Cascaded Networks,'' IEEE Transactions on Multimedia, vol. 22, no. 8, pp. 2012--2023, August 2020.
  4. L. Shen, R. Fang, Y. Yao, X. Geng, D. Wu, ``No-Reference Stereoscopic Image Quality Assessment based on Image Distortion and Stereo Perceptual Information,'' IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 3, no. 1, pp. 59--72, February 2019.
  5. R. Fang, R. Al-Bayaty, D. Wu, ``BNB Method for No-Reference Image Quality Assessment,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 7, pp. 1381--1391, July 2017.
  6. H. Shan, J. Zhang, X. Cao, X. Li, D. Wu, ``Multiple Auxiliaries Assisted Airborne Power Line Detection,'' IEEE Transactions on Industrial Electronics, vol. 64, no. 6, pp. 4810--4819, June 2017.
  7. S. Li, D. Wu, ``Modularity Based Image Segmentation,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 4, pp. 570--581, April 2015. [pdf] [Matlab code]
  8. L. Yang, P. Hao, D. Wu, ``Approximating Vector Quantization by Transformation and Scalar Quantization,'' IET Communications, IET Communications, vol. 8, no. 3, pp. 324--334, 2014. [pdf]
  9. L. Yang, D. Wu, ``Adaptive Quantization Using Piecewise Companding and Scaling for Gaussian Mixture,'' Journal of Visual Communication and Image Representation, vol. 23, no. 7, pp. 959--971, October 2012. [pdf]
  10. Z. Yuan, T. Lu, Y. Huang, D. Wu, H. Yu, ``Addressing Visual Consistency in Video Retargeting: a Refined Homogeneous Approach,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 22, no. 6, pp. 890--903, June 2012. [pdf]
  11. W. Ye, C. Paulson, D. Wu, ``Target detection for VHF SAR ground surveillance,'' IET Computer Vision, vol. 6, no. 2, pp. 101--110, 2012.  [pdf]
  12. J. Xu, D. Wu, ``Ripplet Transform Type II Transform for Feature Extraction,'' IET Image Processing, vol. 6, no. 4, pp. 374--385, June 2012.  [pdf] [Matlab code]
  13. L. Yang, J. Tian, D. Wu, ``Content Based Image Authentication by Feature Point Clustering and Matching,'' Security and Communication Networks, vol. 5, no. 6, pp. 636--647, June 2012. [pdf]
  14. Q. Chen, J. Tian, L. Yang, D. Wu, ``A Robust Video Hash Scheme Based on 2D-DCT Temporal Maximum Occurrence," Security and Communication Networks, vol. 4, no. 12, pp. 1369--1377, December 2011. [pdf]
  15. L. Yang, P. Hao, D. Wu, ``Stabilization and Optimization of PLUS Factorization and Its Application in Image Coding,'' Journal of Visual Communication and Image Representation, vol. 22, no. 1, pp. 9--22, January 2011. [pdf]
  16. J. Xu, L. Yang, and D. Wu, ``Ripplet: A new transform for image processing,'' Journal of Visual Communication and Image Representation, vol. 21, no. 7, pp. 627--639, October 2010. [pdf]   [Matlab code]
  17. Q. Chen and D. Wu, ``Image Denoising by Bounded Block Matching and 3D Filtering,'' Signal Processing, vol. 90, no. 9, pp. 2778--2783, September 2010.  [pdf] [Matlab code]

Machine Learning

  1. X. Yuan., L. Ding, L. Zhang, X. Li, D. Wu, ``ES Attack: Model Stealing against Deep Neural Networks without Data Hurdles,'' accepted by IEEE Transactions on Emerging Topics in Computational Intelligence.
  2. Z. Zheng, G. An, S. Cao, D. Wu, Q. Ruan, ``Collaborative and Multi-Level Feature Selection Network for Action Recognition,'' accepted by IEEE Transactions on Neural Networks and
    Learning Systems.
  3. X. Yuan, X. Ma, L. Zhang, Y. Fang, D. Wu, ``Beyond Class-Level Privacy Leakage: Breaking Record-Level Privacy in Federated Learning,'' accepted by IEEE Internet of Things Journal.
  4. X. Zhu, T. Qiu, W. Qu, M. Atiquzzaman, D. Wu, ``BLS-Location: A Wireless Fingerprint Localization Algorithm Based on Broad Learning,'' accepted by IEEE Transactions on Mobile Computing.
  5. X. Qu, Z. Zou, X. Su, P. Zhou, W. Wei, S. Wen, D. Wu, ``Attend to Where and When: Cascaded Attention Network for Facial Expression Recognition,'' accepted by IEEE Transactions on Emerging Topics in Computational Intelligence.
  6. J. Liu, X. Song, Y. Zhou, X. Peng, Y. Zhang, P. Liu, D. Wu, C. Zhu, ``Deep Anomaly Detection in Packet Payload,'' accepted by Neurocomputing.
  7. M. A. Rezaei, Y. Li, D. Wu, X. Li, C. Li, ``Deep Learning in Drug Design: Protein-Ligand Binding Affinity Prediction,'' accepted by IEEE/ACM Transactions on Computational Biology
    and Bioinformatics.
  8. Y. Feng, P. Zhou, J. Xu, S. Ji, D. Wu, ``Video Big Data Retrieval Over Media Cloud: A Context-aware Online Learning Approach,'' accepted by IEEE Transactions on Multimedia.
  9. C. Xu, J. Zhu, D. Wu, ``Decentralized Online Learning Methods Based on Weight-Balancing over Time-Varying Digraphs,'' accepted by IEEE Transactions on Emerging Topics in
    Computational Intelligence.
  10. C. Liu, Y. Wang, C. Piao, Z. Dai, Y. Yuan, G. Wang, D. Wu, ``Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM,'' IEEE Transactions on Knowledge and Data Engineering, vol. 34, no. 5, pp. 2472--2484, May 2022.
  11. X. Fang, Y. Hu, P. Zhou, D. Wu, ``ANIMC: A Soft Approach for Auto-weighted Noisy and Incomplete Multi-view Clustering,'' IEEE Transactions on Artificial Intelligence, vol. 3, no.
    2, pp. 192--206, April 2022.
  12. X. Fang, Y. Hu, P. Zhou, D. Wu, ``V3H: View Variation and View Heredity for Incomplete Multi-view Clustering,'' IEEE Transactions on Artificial Intelligence, vol. 1, no. 3, pp. 233--247, December 2021.
  13. R. Han, D. Li, J. Ouyang, C. Liu, G. Wang, D. Wu, L. Y. Chen, ``Accurate Differentially Private Deep Learning on the Edge,'' IEEE Transactions on Parallel and Distributed Systems, vol. 32, no. 9, pp. 2231--2247, September 2021.
  14. K. Wang, H. Qian, X. Zheng, M. Chen, K. Liu, K. Zheng, P. Zhou, D. Wu, ``ATPGNN: Reconstruction of Neighborhood in Graph Neural Networks with Attention-based Topological Patterns,'' IEEE Access, vol. 9, pp. 9218--9234, January 2021.
  15. W. Du, A. Li, P. Zhou, Z. Xu, X. Wang, H. Jiang, D. Wu, ``Approximate to be Great: Communication Efficient and Privacy-preserving Large-scale Distributed Deep Learning in Internet of Things,'' IEEE Internet of Things Journal, vol. 7, no. 12, pp. 11678--11692, December 2020.
  16. S. Li, C. Liu, L. Su, B. Xie, Z. Ding, P. Chen, D. Wu, ``Discriminative Transfer Feature and Label Consistency for Cross-Domain Image Classification,'' IEEE Transactions on Neural Networks and Learning Systems, vol. 31, no. 11, pp. 4842--4856, November 2020.
  17. T. Wu, P. Zhou, K. Liu, Y. Yuan, X. Wang, H. Huang, D. Wu, ``Multi-Agent Deep Reinforcement Learning for Urban Traffic Light Control in Vehicular Networks,'' IEEE Transactions on Vehicular Technology, vol. 69, no. 8, pp. 8243--8256, August 2020.
  18. X. Liu, P. Zhou, T. Qiu, D. Wu, ``Blockchain-Enabled Contextual Online Learning Under Local Differential Privacy for Coronary Heart Disease Diagnosis in Mobile Edge Computing,''
    IEEE Journal of Biomedical and Health Informatics, vol. 24, no. 8, pp. 2177--2188, August 2020.
  19. W. Du, W. Ying, P. Yang, X. Cao, G. Yan, K. Tang, D. Wu, ``Network-based Heterogeneous Particle Swarm Optimization and Its Application in UAV Communication,'' IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 4, no. 3, pp. 312--323, June 2020.
  20. W. Chen, P. Zhou, S. Dong, S. Gong, M. Hu, K. Wang, D. Wu, ``Tree-based Contextual Learning for Online Job or Candidate Recommendation with Big Data Support in Professional Social Networks,'' IEEE Access, vol. 6, no. 1, pp. 77725--77739, December 2018.
  21. Y. Feng, P. Zhou, D. Wu, Y. Hu, ``Accurate Content Push for Content-Centric Social Networks: A Big Data-Support Online Learning Approach,'' IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 2, no. 6, pp. 426--438, December 2018.
  22. P. Brahma, Y. She, S. Li, J. Li, D. Wu, ``Reinforced Robust Principal Component Pursuit,'' IEEE Transactions on Neural Networks and Learning Systems, vol. 29, no. 5, pp. 1525--1538,
    May 2018.     [Matlab code]
  23. L. Yan, B. Bai, W. Chen, D. Wu, ``New Word Extraction From Chinese Financial Documents,'' IEEE Signal Processing Letters, vol. 24, no. 6, pp. 770--773, June 2017.
  24. P. Brahma, D. Wu, Y. She, ``Why Deep Learning Works: A Manifold Disentanglement Perspective,'' IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 10, pp. 1997--2008, October 2016.
  25. Y. She, S. Li, D. Wu, ``Robust Orthogonal Complement Principal Component Analysis,'' Journal of the American Statistical Association, vol. 111, no. 514, pp. 763--771, 2016. [pdf]
  26. Y. He, Y. She, D. Wu, ``Stationary-Sparse Causality Network Learning,'' Journal of Machine Learning Research, vol. 14, pp. 3073--3104, October 2013. [pdf]
  27. Q. Huang, D. Wu, ``Flatten a Curved Space by Kernel,'' IEEE Signal Processing Magazine, vol. 30, no. 5, pp. 132--142, September 2013. [pdf]
  28. B. Sun, D. Wu, ``Self-Organizing-Queue Based Clustering," IEEE Signal Processing Letters, vol. 19, no. 12, pp. 902--905, December 2012. [pdf] [Source code]
  29. J. Wang, J. Fan, H. Li, D. Wu, ``Kernel-based Feature Extraction under Maximum Margin Criterion,'' Journal of Visual Communication and Image Representation, vol. 23, no. 1, pp. 53--62, January 2012. [pdf]
  30. Y. Sun, D. Wu, ``Feature Extraction through Local Learning,'' Statistical Analysis and Data Mining, vol. 2, no. 1, pp. 34--47, July 2009. [pdf] 

Speaker Recognition

  1. Y. Hu, D. Wu, A. Nucci, ``Fuzzy-Clustering-Based Decision Tree Approach for Large Population Speaker Identification," IEEE Transactions on Audio, Speech and Language Processing, vol. 21, no. 4, pp. 762--774, April 2013. [pdf] [Source code]
  2. Y. Hu, D. Wu, A. Nucci, ``Pitch-based Gender Identification with Suspicious Speaker Detection Scheme,'' Security and Communication Networks, vol. 5, no. 2, pp. 211--225, February 2012. [pdf] [Source code]

Smart Grid

  1. W. Chen, A. Zhou, P. Zhou, L. Gao, S. Ji, D. Wu, ``A Privacy-Preserving Online Learning Approach for Incentive-based Demand Response in Smart Grid,'' IEEE Systems Journal, vol. 13, no. 4, pp. 4208--4218, December 2019.
  2. P. Zhou, G. Zhong, M. Hu, R. Li, Q. Yan, W. Fang, S. Ji, D. Wu, ``Privacy-Preserving and Residential Context-Aware Online Learning for IoT-Enabled Energy Saving with Big Data Support in Smart Home Environment,'' IEEE Internet of Things Journal, vol. 6, no. 5, pp. 7450--7468, October 2019.
  3. X. Li, Q. Huang, D. Wu, ``Distributed Large-scale Co-Simulation for IoT-aided Smart Grid Control,'' IEEE Access, vol. 5, no. 1, pp. 19951--19960, December 2017. [pdf]
  4. Q. Huang, X. Li, J. Zhao, D. Wu, X.-Y. Li, ``Social Networking Reduces Peak Power Consumption in Smart Grid,'' IEEE Transactions on Smart Grid, vol. 6, no. 3, pp. 1403--1413, May 2015. [pdf]
  5. Z. Ding, Y. Guo, D. Wu, Y. Fang, ``A Market based Scheme to Integrate Distributed Wind Energy," IEEE Transactions on Smart Grid, vol. 4, no. 2, pp. 976--984, June 2013.
  6. D. Wu, C. Zhou, ``Fault-Tolerant and Scalable Key Management for Smart Grid," IEEE Transactions on Smart Grid, vol. 2, no. 2, pp. 375--381, June 2011.  [pdf]

Compressive Sening

  1. Y. She, Y. He, S. Li, D. Wu, ``Joint Association Graph Screening and Decomposition for Large-scale Linear Dynamical Systems,'' IEEE Transactions on Signal Processing, vol. 63, no. 2, pp. 389--401, January 15, 2015. [pdf] [Matlab code]
  2. Y. She, Y. He, D. Wu, ``Learning the Topology and Dynamics of Large Recurrent Neural Networks,'' IEEE Transactions on Signal Processing, vol. 62, no. 22, pp. 5881--5891, November 15, 2014. [pdf] [Matlab code]
  3. Y. He, Y. She, D. Wu, ``Stationary-Sparse Causality Network Learning,'' Journal of Machine Learning Research, vol. 14, pp. 3073--3104, October 2013. [pdf]
  4. Y. She, J. Wang, H. Li, D. Wu, ``Grouped Iterative Spectrum Thresholding for Super-Resolution Sparse Spectral Selection,'' IEEE Transactions on Signal Processing, vol. 61, no. 24, pp. 6371--6386, December 2013. [pdf] [Source code]
  5. B. Han, F. Wu, D. Wu, ``Image Representation by Compressive Sensing for Visual Sensor Networks,'' Journal of Visual Communication and Image Representation, vol. 21, no. 4, pp. 325--333, May 2010. [pdf]

Computer Vision

  1. Z. Zheng, G. An, S. Cao, D. Wu, Q. Ruan, ``Collaborative and Multi-Level Feature Selection Network for Action Recognition,'' accepted by IEEE Transactions on Neural Networks and
    Learning Systems.
  2. E. Guo, Z. Chen, Y. Zhou, D. Wu, ``Unsupervised Learning of Depth and Camera Pose with Feature Map Warping,'' accepted by Sensors.
  3. G. An, Z. Zheng, D. Wu, W. Zhou, ``Deep spectral feature pyramid in the frequency domain for long-term action recognition,'' accepted by Journal of Visual Communication and Image Representation.
  4. P. Liu, Y. Zhou, D. Peng, D. Wu, ``Global-Attention-Based Neural Networks for Vision Language Intelligence,'' IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 7, pp. 1243--1252, July 2021.
  5. Z. Zheng, G. An, D. Wu, Q. Ruan, ``Global and Local Knowledge-Aware Attention Network for Action Recognition,'' IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 1, pp. 334--347, January 2021.
  6. Y. Li, C. Pan, X. Cao, D. Wu, ``Power Line Detection by Pyramidal Patch Classification,'' IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 3, no. 6, pp. 416--426, December 2019.
  7. H. Yang, J. Wang, Y. Miao, Y. Yang, Z. Zhao, Z. Wang, Q. Sun, D. Wu, ``Combining Spatio-Temporal Context and Kalman Filtering for Visual Tracking,'' Mathematics, vol. 7, no. 11, November 2019. [pdf]
  8. Z. Zheng, G. An, D. Wu, Q. Ruan, ``Spatial-Temporal Pyramid Based Convolutional Neural Network for Action Recognition,'' Neurocomputing, vol. 358, pp. 446--455, September 2019.
  9. L. Shen, R. Fang, Y. Yao, X. Geng, D. Wu, ``No-Reference Stereoscopic Image Quality Assessment based on Image Distortion and Stereo Perceptual Information,'' IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 3, no. 1, pp. 59--72, February 2019.
  10. C. Pan, H. Shan, X. Cao, X. Li, D. Wu, ``Leveraging Spatial Context Disparity for Power Line Detection,'' Cognitive Computation, vol. 9, pp. 766--779, August 2017.
  11. R. Fang, R. Al-Bayaty, D. Wu, ``BNB Method for No-Reference Image Quality Assessment,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 27, no. 7, pp. 1381--1391, July 2017.
  12. H. Shan, J. Zhang, X. Cao, X. Li, D. Wu, ``Multiple Auxiliaries Assisted Airborne Power Line Detection,'' IEEE Transactions on Industrial Electronics, vol. 64, no. 6, pp. 4810--4819, June 2017.
  13. P. Brahma, D. Wu, Y. She, ``Why Deep Learning Works: A Manifold Disentanglement Perspective,'' IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 10, pp. 1997--2008, October 2016.
  14. S. Li, D. Wu, ``Modularity Based Image Segmentation,'' IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 4, pp. 570--581, April 2015. [pdf] [Matlab code]
  15. B. Han, C. Paulson, D. Wu, ``Depth Based Image Registration via 3D Geometric Segmentation,'' IET Computer Vision, vol. 6, no. 5, pp. 397--406, September 2012. [pdf] [Source code]
  16. W. Ye, C. Paulson, D. Wu, ``Target detection for VHF SAR ground surveillance,'' IET Computer Vision, vol. 6, no. 2, pp. 101--110, March 2012.  [pdf]
  17. B. Han, C. Paulson, D. Wu, ``3D Dense Reconstruction from 2D Video Sequence via 3D Geometric Segmentation,'' Journal of Visual Communication and Image Representation, vol. 22, no. 5, pp. 421--431, July 2011. [pdf] [Source code]
  18. J. Xu, D. Wu, ``Ripplet-II Transform for Feature Extraction,'' accepted by IET Image Processing.  [pdf] [Matlab code]

Network Science

  1. T. Qiu, J. Liu, W. Si, D. Wu, ``Robustness Optimization Scheme with Multi-population Co-evolution for Scale-free Wireless Sensor Networks,'' accepted by IEEE/ACM Transactions on
    Networking.
  2. B. Sun, R. Al-Bayaty, Q. Huang, D. Wu, ``Game Theoretical Approach for Non-Overlapping Community Detection,'' Journal of Tsinghua Science and Technology, vol. 26, no. 5, pp. 706--723, October 2021.
  3. M. Liu, Y. Wan, F. L. Lewis, E. Atkins, D. Wu, ``Statistical Properties and Airspace Capacity for Unmanned Aerial Vehicle Networks subject to Sense-and-Avoid Safety Protocols,'' IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 9, pp. 5890--5903, September 2021.
  4. W. Du, W. Ying, P. Yang, X. Cao, G. Yan, K. Tang, D. Wu, ``Network-based Heterogeneous Particle Swarm Optimization and Its Application in UAV Communication,'' accepted by IEEE Transactions on Emerging Topics in Computational Intelligence.
  5. C. Xu, J. Zhu, D. Wu, ``Decentralized Online Learning Methods Based on Weight-Balancing over Time-Varying Digraphs,'' IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 5, no. 3, pp. 394--406, June 2021.
  6. S. Yang, C. Xu, X. Qiu, D. Wu, ``Diffusion Kalman Filter with Quantized Information Exchange in Distributed Mobile CrowdSensing,'' IEEE Internet of Things Journal, vol. 6, no. 3, pp. 4423--4435, June 2019.
  7. Y. Li, W. Du, P. Yang, T. Wu, J. Zhang, D. Wu, M. Perc, ``A Satisficing Conflict Resolution Approach for Multiple UAVs,'' IEEE Internet of Things Journal, vol. 6, no. 2, pp. 1866--1878, April 2019.
  8. W. Du, M. Zhang, W. Ying, M. Perc, K. Tang, X. Cao, D. Wu, ``The networked evolutionary algorithm: A network science perspective,'' Applied Mathematics and Computation, Elsevier, vol. 338, pp. 33--43, December 2018.
  9. X. Cao, X. Zhu, Z. Tian, J. Chen, D. Wu, W. Du, ``A knowledge-transfer-based learning framework for airspace operation complexity evaluation,'' Transportation Research Part C, vol. 95, pp. 61--81, October 2018.
  10. C. Yin, Z. Xiao, X. Cao, X. Xi, P. Yang, D. Wu, ``Offline and Online Search: UAV Multi-Objective Path Planning under Dynamic Urban Environment,'' IEEE Internet of Things Journal, vol. 5, no. 2, pp. 546--558, April 2018.
  11. J. Zhu, C. Xu, J. Guan, D. Wu, ``Differentially Private Distributed Online Algorithms over Time-Varying Directed Networks,'' IEEE Transactions on Signal and Information Processing over Networks, vol. 4, no. 1, pp. 4--17, March 2018.
  12. P. Zhou, W. Wei, K. Bian, D. Wu, Y. Hu, Q. Wang, ``Private and Truthful Aggregative Game for Large-Scale Spectrum Sharing,'' IEEE Journal on Selected Areas in Communications (JSAC), Special Issue on Game Theory for Networks, vol. 35, no. 2, pp. 463--477, February 2017.
  13. P. Brahma, D. Wu, Y. She, ``Why Deep Learning Works: A Manifold Disentanglement Perspective,'' IEEE Transactions on Neural Networks and Learning Systems, vol. 27, no. 10, pp. 1997--2008, October 2016.
  14. Y. She, Y. He, S. Li, D. Wu, ``Joint Association Graph Screening and Decomposition for Large-scale Linear Dynamical Systems,'' IEEE Transactions on Signal Processing, vol. 63, no. 2, pp. 389--401, January 15, 2015. [pdf] [Matlab code]
  15. Y. She, Y. He, D. Wu, ``Learning the Topology and Dynamics of Large Recurrent Neural Networks,'' IEEE Transactions on Signal Processing, vol. 62, no. 22, pp. 5881--5891, November 15, 2014. [pdf] [Matlab code]
  16. Y. Li, W. Ren, D. Jin, P. Hui, L. Zeng, D. Wu, ``Potential Predictability of Vehicular Staying Time for Large Scale Urban Environment,'' IEEE Transactions on Vehicular Technology, vol. 63, no. 1, pp. 322--333, January 2014.
  17. Y. He, Y. She, D. Wu, ``Stationary-Sparse Causality Network Learning,'' Journal of Machine Learning Research, vol. 14, pp. 3073--3104, October 2013. [pdf]
  18. Z. Wang, L. Sun, W. Zhu, S. Yang, H. Li, D. Wu, ``Joint Social and Content Recommendation for User Generated Videos in Online Social Network,'' IEEE Transactions on Multimedia, vol. 15, no. 3, pp. 698--709, April 2013.  [pdf]

Biological Science and Biomedical Engineering

  1. Z. Zhang, M. Huang, Z. Jiang, Y. Chang, K. Lu, Fang-Fang Yin, P. Tran, D. Wu, C. Beltran, L. Ren, ``Patient-specific deep learning model to enhance 4D-CBCT Image for radiomics analysis,'' accepted by Physics in Medicine and Biology.
  2. M. A. Rezaei, Y. Li, D. Wu, X. Li, C. Li, ``Deep Learning in Drug Design: Protein-Ligand Binding Affinity Prediction,'' IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 19, no. 1, pp. 407--417, January/February 2022.
  3. X. Yuan, C. Chen, R. Bassanezi, F. Wu, Z. Feng, D. Shi, Y. Du, L. Zhong, B. Zhong, Z. Lu, J. Li, X. Song, Y. Hu, Z. Ouyang, X. Liu, J. Xie, X. Rao, X. Wang, D. Wu, Z. Guan, N Wang, ``Region-wide comprehensive implementation of roguing infected trees, tree replacement, and insecticide applications successfully controls citrus HLB,'' Phytopathology, September 16, 2021.