Selected Conference Publications

Research areas:

Wireless Communication

  1. X. Xi, X. Cao, P. Yang, J. Chen, D. Wu, ``Energy-Efficient Resource Allocation in a Multi-UAV-Aided NOMA Network,'' Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), Nanjing, China, March 29 -- April 1, 2021.
  2. P. Yang, X. Xi, T. Quek, J. Chen, X. Cao, D. Wu, ``Repeatedly Energy-Efficient and Fair Service Coverage: UAV Slicing,'' Proceedings of IEEE Global Telecommunications
    Conference (Globecom 2020), Taipei, Taiwan, December 7--11, 2020.
  3. H. Hao, C. Xu, M. Wang, L. Zhong, D. Wu, ``Stochastic Cooperative Multicast Scheduling for Cache-Enabled and Green 5G Networks,'' Proceedings of IEEE International Conference on Communications (ICC), Shanghai, China, May 20--24, 2019.
  4. Y. Chen, Y. Niu, B. Ai, Z. Zhong, D. Wu, ``Using Coalition Games for QoS Aware Scheduling in mmWave WPANs,'' IEEE 87th Vehicular Technology Conference (VTC 2018-Spring), Porto, Portugal, June 3--6, 2018.
  5. X. Li, Q. Huang, D. Wu, ``A Repeated Stochastic Game Approach for Strategic Network Selection in Heterogeneous Networks,'' IEEE International Conference on Computer Communications (INFOCOM), Workshop on Knowledge Centric Networking, Honolulu, HI, USA, April 16, 2018.
  6. H. Hao, C. Xu, M. Wang, H. Xie, Y. Liu, D. Wu, ``Knowledge-centric Proactive Edge Caching over Mobile Content Distribution Network,'' IEEE International Conference on Computer Communications (INFOCOM), Workshop on Knowledge Centric Networking, Honolulu, HI, USA, April 16, 2018.
  7. Y. Niu, Z. Feng, Y. Li, Z. Zhong, D. Wu, ``Low Complexity and Near-Optimal Beam Selection for Millimeter Wave MIMO Systems,'' Proceedings of International Wireless Communications and Mobile Computing Conference (IWCMC 2017), Valencia, Spain, June 26--30, 2017.
  8. H. Zhuang, J. Chen, D. Wu, ``Joint Access and Backhaul Resource Management for Ultra-Dense Networks,'' Proceedings of IEEE International Conference on Communications (ICC), Paris, France, May 21--25, 2017.
  9. P. Yang, X. Cao, C. Yin, Z. Xiao, X. Xi, D. Wu, ``Routing Protocol Design for Drone-Cell Communication Networks,'' Proceedings of IEEE International Conference on Communications (ICC), Paris, France, May 21--25, 2017.
  10. C. Yin, Z. Xiao, X. Cao, X. Xi, P. Yang, D. Wu, ``Enhanced Routing Protocol for Fast Flying UAV Network,'' Proceedings of IEEE International Conference on Communication Systems (ICCS),
    Shenzhen, Guangdong, China, December 14--16, 2016.
  11. Y. Zhu, Y. Niu, J. Li, D. Wu, Y. Li, D. Jin, ``QoS-aware Scheduling for Small Cell Millimeter Wave Mesh Backhaul,'' Proceedings of IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 23--27, 2016.
  12. Y. Zhu, Q. Huang, J. Li, D. Wu,  ``Design and Evaluation of Airborne Communication Networks,'' Proceedings of IEEE International Conference on Ubiquitous and Future Networks, Sapporo, Japan, July 7--10, 2015.
  13. Z. Li, W. Du, Y. Zheng, M. Li, D. Wu, ``From Rateless to Hopless,'' Proceedings of ACM MobiHoc, Hangzhou, China, June 22--25, 2015.
  14. Z. Chen, P. Fan, D. Wu, ``A Hybrid DF and CF Scheme with Adaptive Power Allocation for Half-duplex Relay Channel,'' Proceedings of IEEE International Conference on Communications (ICC), London, UK, June 8--12, 2015.
  15. Z. Chen, P. Fan, D. Wu, L. Shen, ``On the Power Allocation for Hybrid DF and CF Protocol with Auxiliary Parameter in Fading Relay Channels,'' Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), New Orleans, LA, USA, March 9--12, 2015.
  16. Z. Chen, P. Fan, D. Wu, K. Xiong, K. B. Letaief, ``On the Achievable Rates of Full-duplex Gaussian Relay Channel,'' Proceedings of IEEE Global Telecommunications Conference (Globecom), Austin, TX, USA, December 8--12, 2014.
  17. Q. Huang, K. Sun, X. Li, D. Wu, ``Just FUN: A Joint Fountain Coding and Network Coding Approach to Loss-Tolerant Information Spreading,'' Proceedings of ACM MobiHoc, Philadelphia, PA, USA, August 11--14, 2014. [pdf]
  18. Z. Chen, P. Fan, D. Wu, Y. Dong, K. B. Letaief, ``On the Achievable Sum Rate of Gaussian Interference Channel via Gaussian Signaling,'' Proceedings of IEEE International Symposium on Information Theory, Honolulu, Hawaii, USA, June 29 -- July 4, 2014.
  19. X. Wang, M. Chen, Z. Han, D. Wu, T. Kwon, ``TOSS: Traffic Offloading by Social Network Service-Based Opportunistic Sharing in Mobile Social Networks,'' Proceedings of IEEE INFOCOM 2014, Toronto, Canada, April 27 -- May 2, 2014.
  20. W. Liu, K. Lu, J. Wang, Y. Qian, L. Huang, J. Liu, and D. Wu, ``On the Throughput-Delay Trade-off in Large-Scale MANETs with A Generalized i.i.d. Mobility Model,'' Proceedings of IEEE Infocom 2013, Turin, Italy, April 14 -- 19, 2013.
  21. W. Zhang, Y. Wen, and D. Wu, ``Energy-efficient Scheduling Policy for Collaborative Execution in Mobile Cloud Computing,'' Proceedings of IEEE Infocom 2013, Mini-Conference, Turin, Italy, April 14 -- 19, 2013.
  22. X. Dong, D. Wu, Y. Liu, and C. Zhou, ``Statistical QoS provisioning in mobile ad hoc networks," Proceedings of the 6th International Conference on Mobile Ad-hoc and Sensor Networks (MSN), Hangzhou, China, December 20--22, 2010.
  23. Y. Guo, Z. Ding, Y. Fang, D. Wu, ``Cutting Down Electricity Cost in Internet Data Centers by Using Energy Storage," Proceedings of IEEE Global Telecommunications Conference (Globecom 2011), Houston, TX, USA, December 5 -- 9, 2011.
  24. Q. Wang, P. Fan, D. Wu, K. Ben Letaief, ``End-to-End Delay Constrained Routing and Scheduling for Wireless Sensor Networks," Proceedings of IEEE International Conference on Communications (ICC 2011), Kyoto, Japan, June 5--9, 2011.
  25. Z. Ding, D. Wu, ``Sliding Mode Based Joint Congestion Control and Scheduling in Multi-hop Ad Hoc Networks with Multi-class Services," Proceedings of IEEE Global Telecommunications Conference (Globecom 2010), Miami, FL, USA, December 6 -- 10, 2010.
  26. Z. Chen, P. Fan, D. Wu, K. Ben Letaief, ``Secrecy Capacity with Leakage Constraints in Fading Channels," Proceedings of IEEE Global Telecommunications Conference (Globecom 2010), Miami, FL, USA, December 6 -- 10, 2010.
  27. Q. Li, P. Fan, D. Wu, ``Energy Efficient Routing in Ad Hoc Networks with Nakagami-m Fading Channels," Proceedings of IEEE International Conference on Communications (ICC 2009), Dresden, Germany, June 14--18, 2009.
  28. Y. Jo, D. Wu, ``An enhanced transform domain communication system (ETDCS) with narrow-band interference (NBI) avoidance capability,'' Proceedings of SPIE Defense & Security Symposium 2009, Orlando, FL, USA, April 13--17, 2009.
  29. X. Dong, X. Li, D. Wu, ``Analysis of Packet Error Probability in Delay Constrained Communication over Fading Channels,'' Proceedings of IEEE CCNC 2009, Las Vegas, Nevada, USA, January 10--13, 2009.
  30. X. Li, F. Cao, D. Wu, ``QoS-Driven Power Allocation for Multi-channel Communication under Delayed Channel Side Information,'' Proceedings of IEEE CCNC 2009, Las Vegas, Nevada, USA, January 10--13, 2009.
  31. Y. Jo, D. Wu, ``Blind Synchronization, Estimation of Data Symbol, Spread Sequence, and Generator Polynomial in Direct Sequence Spread Spectrum Systems,'' Proceedings of IEEE Milcom 2008, San Diego, CA, USA, November 17-–19, 2008.
  32. Y. Jo, D. Wu, ``An Enhanced V-BLAST with Non-Stationary Interference Avoidance Capability,'' Proceedings of IEEE Milcom 2008, San Diego, CA, USA, November 17-–19, 2008.
  33. X. Li, X. Dong, D. Wu, ``Hierarchical Queue-Length-Aware Power Control for Delay-Sensitive Applications over Wireless Networks,'' Proceedings of IEEE Milcom 2008, San Diego, CA, USA, November 17-–19, 2008.
  34. X. Li, and D. Wu, ``Power Control and Dynamic Channel Allocation for Delay Sensitive Applications in Wireless Networks," IEEE Global Telecommunications Conference (Globecom 2006), San Francisco, CA, USA, November 27 -- December 1, 2006.
  35. T. Jiang, K. Lu, D. Wu, and G. Zhu, ``On The Uniform Companding Transform for Reducing PAPR of MCM Signals," IEEE Global Telecommunications Conference (Globecom 2006), San Francisco, CA, USA, November 27 -- December 1, 2006.
  36. K. Wang, F. Yang, Q. Zhang, D. Wu, and Y. Xu, ``Energy Efficient Cooperative Rate Adaptation in IEEE 802.11-based Multi-hop Networks," The Third International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QShine 2006), Waterloo, Ontario, Canada, August 7--9, 2006.  (QShine 2006 Best Paper Award)
  37. K. Lu, J. Wang, D. Wu, and Y. Fang, ``Performance of A Burst-Frame-Based CSMA/CA Protocol for High Data Rate Ultra-Wideband Networks: Analysis and Enhancement," The Third International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks (QShine 2006), Waterloo, Ontario, Canada, August 7--9, 2006.
  38. C. Li, H. Che, S. Li, and D. Wu, ``A New Wireless Channel Fade Duration Model for Exploiting Multi­User Diversity Gain and Its Applications," IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WOWMOM 2006), Buffalo, NY, USA, June 26--29, 2006.
  39. W. Kumwilaisak, C.-C. J. Kuo, and D. Wu, ``Optimal Variable Length Markov Chain (VLMC) Modeling of Fading Channels," IEEE International Conference on Communications (ICC 2006), Istanbul, Turkey, June 11--15, 2006.
  40. C. Peng, F. Yang, Q. Zhang, D. Wu, M. Zhao, Y. Yao, ``Impact of Power and Rate Selection on the Throughput of Ad Hoc Networks," IEEE International Conference on Communications (ICC 2006), Istanbul, Turkey, June 11--15, 2006.
  41. J. Wang, Y. Fang, and D. Wu, ``A Power-Saving Multi-radio Multi-channel MAC Protocol for Wireless Local Area Networks,'' IEEE Infocom 2006, Barcelona, Spain, April 24 -- 27, 2006.
  42. J. Wang, Y. Fang, and D. Wu, ``Uplink Medium Access Control for WLANs with Multi-beam Access Point,'' IEEE Globecom 2005, St. Louis, MO, USA, November 28 -- December 2, 2005.
  43. Y. Zheng, K. Lu, D. Wu, and Y. Fang, ``Performance Analysis of IEEE 802.11 DCF in Binary Symmetric Channels,'' IEEE Globecom 2005, St. Louis, MO, USA, November 28 -- December 2, 2005.
  44. J. Kong, J.-H. Cui, D. Wu, and M. Gerla, ``Building Under-Water Ad-hoc Networks and Sensor Networks for Large Scale Real-time Aquatic Applications,''  IEEE Milcom 2005, Atlantic City, NJ, USA, October 17--21, 2005.
  45. J. Wang, Y. Fang, and D. Wu, ``SYN-DMAC: A Directional MAC Protocol for Ad Hoc Networks with Synchronization,'' IEEE Milcom 2005, Atlantic City, NJ, USA, October 17--21, 2005.
  46. X. Du and D. Wu, ``Efficient Multi-Class Routing Protocol for Heterogeneous Mobile Ad Hoc Networks,'' IEEE Second International Conference on Broadband Networks (BroadNets 2005), Boston, USA, October 3--7, 2005.
  47. D. Wu and R. Negi, ``Effective Capacity Channel Model for Frequency-selective Fading Channels,'' IEEE Second International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks, (QShine 2005), Orlando, Florida, USA, August 22--24, 2005.
  48. K. Lu, D. Wu, Y. Fang, and R. Qiu, ``Performance Analysis of A Burst-Frame-Based MAC Protocol for Ultra-Wideband Ad Hoc Networks,'' IEEE International Conference on Communications (ICC 2005), Seoul, Korea, May 16 - 20, 2005.
  49. K. Lu, D. Wu, Y. Fang, and R. Qiu, ``On Medium Access Control for High Data Rate Ultra-Wideband Ad Hoc Networks,'' IEEE WCNC 2005, New Orleans, LA, USA, March 13--17, 2005.
  50. H. Zhai, J. Wang, Y. Fang, and D. Wu, ``A Dual-channel MAC Protocol for Mobile Ad Hoc Networks,''
    IEEE Workshop on Wireless Ad Hoc and Sensor Networks, in conjuction with IEEE Globecom 2004, Dallas, Texas, USA, November 29, 2004.
  51. D. Wu and R. Negi, ``Effective Capacity-Based Quality of Service Measures for Wireless Networks,'' Proc. IEEE/ACM BroadNets 2004, Broadband Wireless Networking Symposium, San José, CA, USA, October 25-29, 2004.
  52. D. Wu and R. Negi, "Downlink Scheduling in a Cellular Network for Quality of Service Assurance," Proc. IEEE Vehicular Technology Conference (VTC) Fall 2003, Orlando, Florida, USA, October 4-9, 2003.
  53. D. Wu and R. Negi, "Utilizing Multiuser Diversity for Efficient Support of Quality of Service over a Fading Channel," Proc. IEEE ICC'03, Anchorage, Alaska, USA, May 11-15, 2003.
  54. D. Wu and R. Negi, "A Wireless Channel Model for Support of Quality of Service," Proc. IEEE Global Communications Conference (GLOBECOM'01), San Antonio, Texas, USA, Nov. 25-29, 2001. 

Multimedia Processing and Communication

  1. Z. Chen, S. Wang, D. Wu, T. Huang, L. Duan, ``From data to knowledge: deep learning model compression, transmission and communication,'' Proceedings of ACM International Conference on Multimedia, Seoul, Korea, October 22--26, 2018.
  2. B. Huang, Z. Chen, Q. Cai, M. Chen, D. Wu, ``Coefficient-Group Level Modeling for Low Complexity RDO in HEVC,'' Proceedings of Visual Communications and Image Processing (VCIP), Tampa, FL, USA, December 10--13, 2017.
  3. Q. Cai, Z. Chen, D. Wu, B. Huang, ``Robust Context-Adaptive Residual Rate Model for Frame-Level Bitrate Estimation of HEVC,'' Proceedings of IEEE International Conference on Multimedia & Expo (ICME), Hong Kong, July 10--14, 2017.
  4. K. Sun, D. Wu, ``Unequal Error Protection for Video Streaming using Delay-aware Fountain Codes,'' Proceedings of IEEE International Conference on Communications (ICC), Paris, France, May 21--25, 2017.
  5. K. Sun, D. Wu, ``MPC-based Delay-Aware Fountain Codes for Live Video Streaming,'' Proceedings of IEEE International Conference on Communications (ICC), Kuala Lumpur, Malaysia, May 23--27, 2016.
  6. C. Li, H. Xiong, D. Wu, ``Delay-Rate-Distortion Optimized Rate Control for Wireless Video Communication,'' Proceedings of IEEE International Conference on Image Processing (ICIP), Paris, France, October 27--30, 2014.
  7. C. Li, H. Xiong, J. Zou, D. Wu, ``Dynamic Rate Allocation and Opportunistic Routing for Scalable Video Multirate Multicast over Time-Varying Wireless Networks,'' Proceedings of IEEE INFOCOM Workshop on Communication and Networking Techniques for Contemporary Video, Toronto, Canada, April 27 -- May 2, 2014.
  8. C. Li, D. Wu, H. Xiong, ``Delay-Power-Rate-Distortion Model for H.264 Video Coding,'' Proceedings of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2013), Beijing, China, July 6--10, 2013.
  9. Z. Yuan, D. Zhang, D. Wu, and H. Yu, ``A Perceptual Rate-Distortion Optimization Approach Based on Piecewise Linear Approximation for Video Coding,'' Proceedings of IEEE International Conference on Multimedia and Expo (ICME), San Jose, CA, USA, July 15 -- 19, 2013.
  10. L. Yang, D. Mukherjee, D. Wu, ``Video Description Length Guided Constant Quality Video Coding with Bitrate Constraint," Proceedings of IEEE International Conference on Multimedia & Expo (ICME), Workshop on (Re)Creating Lively Cities through Ambient Technologies: Arts, Culture, and Gastronomic Experiences, Melbourne, Australia, July 9--13, 2012.
  11. Q. Chen, Y. Zheng, P. Yin , X. Lu , J. Sole, Q. Xu , E. Francois, D. Wu, ``Classified Quadtree-based Adaptive Loop Filter," Proceedings of IEEE International Conference on Multimedia & Expo (ICME), Workshop on Acoustics and Video Coding and Communication (AVCC), Barcelona, Spain, July 15, 2011.
  12. Z. Chen, S. Doken, D. Wu, ``An Improved Parametric Bit Rate Model for Frame-level Rate Control in Video Coding,'' Proceedings of IEEE Data Compression Conference (DCC), Snowbird, UT, USA, March 29--31, 2011.
  13. T. Lu, Z. Chen, D. Wu, H. Yu, ``Region-of-interest-based bit-allocation scheme for H.264/AVC,'' Proceedings of SPIE Defense & Security Symposium 2010, Orlando, FL, USA, April 5--9, 2010.
  14. B. Han, J. Xu, D. Wu, J. Tian, ``Compressive sensing in block-based image/video coding,'' Proceedings of SPIE Defense & Security Symposium 2010, Orlando, FL, USA, April 5--9, 2010.
  15. B. Han, D. Wu, H. Zhang, ``Block-based method for real-time compound video compression,'' Proceedings of SPIE Defense & Security Symposium 2010, Orlando, FL, USA, April 5--9, 2010.
  16. J. Xu, Y. Zheng, P. Yin, J. Sole, C. Gomila, D. Wu, ``Sparsity-based DeArtifacting Filtering in Video Compression,'' Proceedings of IEEE International Conference on Image Processing 2009, Cairo, Egypt, November 7--11, 2009.
  17. Z. Chen, D. Wu, ``Study of video distortion for real-time video transmission over wireless channels,'' Proceedings of SPIE Defense & Security Symposium 2009, Orlando, FL, USA, April 13--17, 2009.
  18. B. Han, F. Wu, D. Wu, ``Image representation by compressed sensing,'' Proceedings of IEEE International Conference on Image Processing 2008, San Diego, CA, USA, October 12–-15, 2008.
  19. D. Wu and Z. He, ``Cross-Layer Optimization for Wireless Video Communication,'' SPIE Visual Communications and Image Processing (VCIP), San Jose, CA, USA, Jan. 28--Feb. 1, 2007.
  20. Z. He, M. Desphande, and D. Wu, ``Optimal video sensing strategy and performance optimization for mobile wireless video sensors,'' SPIE Visual Communications and Image Processing (VCIP), San Jose, CA, USA, Jan. 2006.
  21. A. Avudainayagam, J. M. Shea, and D. Wu, ``A Hyper-Trellis based Turbo Decoder for Wyner-Ziv Video Coding,'' IEEE Globecom 2005, St. Louis, MO, USA, November 28 -- December 2, 2005.
  22. Z. He and D. Wu, ``Performance Analysis of Wireless Video Sensors in Video Surveillance,'' IEEE Globecom 2005, St. Louis, MO, USA, November 28 -- December 2, 2005.
  23. H. Yin, C. Lin, F. Qiu, X. Liu, and D. Wu, ``TrustStream: A Novel Secure and Scalable Media Streaming Architecture,'' ACM Multimedia 2005, Singapore, Nov. 6--12, 2005.
  24. J. Zhao, D. Erdogmus, C. Huang, D. Wu, and Y. Fang, ``An Adaptive Motion Estimation Scheme Using Maximum Mutual Information Criteria," 2005 European Signal Processing Conference (EUSIPCO-2005), Antalya, Turkey, September 4--8, 2005.
  25. Z. He, and D. Wu, ``Accumulative Visual Information in Wireless Video Sensor Network: Definition and Analysis,'' IEEE International Conference on Communications (ICC 2005), Seoul, Korea, May 16 - 20, 2005.
  26. Z. He, D. Wu, ``Energy allocation and operational lifetime control for wireless video sensors,'' SPIE Electronic Imaging 2005, San Jose, CA, USA, Jan. 16--20, 2005.
  27. G. Ramachandran, V. Krishnan, D. Wu, Z. He, and T. D. Goswami, ``A Model-based Adaptive Motion Estimation Scheme Using Renyi's Entropy for Wireless Video,'' IEEE International Packet Video Workshop (PV2004), Irvine, CA, USA, December 13-14, 2004.
  28. Z. He, and D. Wu, ``Look-Ahead Processing and Joint Rate Control for Mutilple JVT Video Encoders,'' IEEE International Packet Video Workshop (PV2004), Irvine, CA, USA, December 13-14, 2004.
  29. D. Wu, T. Hou, Y.-Q. Zhang, "Scalable Video Transport over Wireless IP Networks," Proc. IEEE International Symposium on Personal, Indoor and Mobile Radio Communication (PIMRC'2000), London, UK, Sept. 18-21, 2000. (Invited paper)
  30. D. Wu, T. Hou, Y.-Q. Zhang, H. J. Chao, "Optimal Mode Selection in Internet Video Communication: An End-to-End Approach," Proc. IEEE International Conference on Communications (ICC'00), New Orleans, Louisiana, USA, June 18-22, 2000. 
  31. D. Wu, T. Hou, Y.-Q. Zhang, W. Zhu, H. J. Chao, "Adaptive QoS Control for MPEG-4 Video Communication over Wireless Channels," Proc. IEEE Workshop & Exhibition on MPEG-4 (ISCAS'2000), Geneva, Switzerland, May 28-31, 2000.
  32. D. Wu, T. Hou, J. Yao, H. J. Chao, "Transmission of Real-time Video over the Internet: a Big Picture," Proc. IEEE NetWorld+Interop, Las Vegas, Nevada, USA, May 10-11, 2000. 
  33. T. Hou, D. Wu, W. Zhu, H.-J. Lee, T. Chiang, Y.-Q. Zhang, "An End-to-End Architecture for MPEG-4 Video Streaming over the Internet," Proc. IEEE International Conference on Image Processing (ICIP'99), Kobe, Japan, Oct. 25-28, 1999.
  34. D. Wu, T. Hou, W. Zhu, Y.-Q. Zhang, H. J. Chao, "MPEG-4 Compressed Video over the Internet," Proc. IEEE International Symposium on Circuits and Systems (ISCAS'99), Orlando, USA, May 30-June 2, 1999. 

Computer and Communication Networks

  1. T. Qiu, Z. Lu, K. Li, G. Xue, D. Wu, ``An Adaptive Robustness Evolution Algorithm with Self-Competition for Scale-free Internet of Things,'' Proceedings of IEEE International Conference on Computer Communications (INFOCOM), Toronto, Canada, July 6--9, 2020.
  2. H. Zhang, Q. Cai, Q. Huang, D. Wu, ``Storage-Retrieval-Repair Cost Tradeoff in Network-Coded Distributed Storage Systems,'' Proceedings of IEEE Global Telecommunications Conference (Globecom), Workshop on Cloud Computing Systems, Networks, and Applications, Washington, DC, USA, December 4--8, 2016.
  3. P. Zhou, L. Chen, D. Wu, ``Shortest Path Routing in Unknown Environments: Is the Adaptive Optimal Strategy Available?'' Proceedings of IEEE International Conference on Sensing, Communication and Networking (SECON), London, UK, June 27--30, 2016.
  4. X. Wang, M. Chen, Z. Han, D. Wu, T. Kwon, ``TOSS: Traffic Offloading by Social Network Service-Based Opportunistic Sharing in Mobile Social Networks,'' Proceedings of IEEE INFOCOM 2014, Toronto, Canada, April 27 -- May 2, 2014.
  5. K. Liu, Q. Huang, J. Wang, X. Li, D. Wu, ``Improving GPS Service via Social Collaboration,'' Proceedings of IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), Hangzhou, China, October 14--16, 2013.
  6. J. Fan, D. Wu, A. Nucci, R. Keralapura, and L. Gao, ``Identifying hidden voice and video streams,'' Proceedings of SPIE Defense & Security Symposium 2009, Orlando, FL, USA, April 13--17, 2009.
  7. C. Hu, B. Liu, Z. Liu, S. Gao, D. Wu, ``Deployment of Distributed Passive Measurement Monitors," IEEE International Conference on Communications (ICC 2006), Istanbul, Turkey, June 11--15, 2006.
  8. W. Li, B. Liu, L. Shi, Y. Xu, and D. Wu, ``Preemptive Packet-Mode Scheduling to Improve TCP Performance,'' International Workshop on Quality of Service (IWQoS 2005), Passau, Germany, June 21--23, 2005.
  9. T. Hou, D. Wu, J. Yao, T. Chujo, "A Core-Stateless Buffer Management Mechanism for Differentiated Services Internet," Proc. IEEE Conference on Local Computer Networks (LCN'2000), Tampa, Florida, USA, Nov. 9-10, 2000.
  10. D. Wu, T. Hou, Z.-L. Zhang, H. J. Chao, T. Hamada, "A Per-flow Based Node Architecture for Integrated Services Packet Networks," Proc. IEEE International Conference on Communications (ICC'00), New Orleans, Louisiana, USA, June 18-22, 2000.
  11. T. Hou, D. Wu, J. Yao, T. Hamada, T. Taniguchi, "A Differentiated Services Architecture for Multimedia Traffic in IP Networks," Proc. International Conference on Computer Communication (ICCC'99), vol. 1, pp. 114-123, Tokyo, Japan, Sept. 14-16, 1999.
  12. D. Wu, T. Hou, Z.-L. Zhang, H. J. Chao, T. Hamada, T. Taniguchi, "On Implementation Architecture for Achieving QoS Provisioning in Integrated Services Networks," Proc. IEEE International Conference on Communications (ICC'99), Vancouver, Canada, June 6-10, 1999.
  13. D. Wu and H. J. Chao, "Efficient Bandwidth Allocation and Call Admission Control for VBR Service Using UPC Parameters," Proc. IEEE INFOCOM'99, pp. 1044-1052, New York, USA, Mar. 21-25, 1999.
  14. D. Wu and H. J. Chao, "Buffer Management and Scheduling for TCP/IP over ATM-GFR," Proc. IEEE Global Communications Conference (GLOBECOM'98), Sydney, Australia, Nov. 8-12, 1998.
  15. D. Wu and H. J. Chao, "TCP/IP over ATM-GFR," Proc. IEEE ATM Workshop (ATM'98), pp. 360-367, Fairfax, Virginia, USA, May 26-29, 1998.

Information Security and Network Security

  1. X. Yuan, L. Ding, M. Ben Salem, X. Li, D. Wu, ``Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-Supervised Neural Networks,'' Proceedings of EAI International Conference on Security and Privacy in Communication Networks (SecureComm 2020), Washington DC, USA, October 21--23, 2020.
  2. X. Yuan, P. He, X. Li, D. Wu, ``Adaptive Adversarial Attack on Scene Text Recognition,'' Proceedings of IEEE International Conference on Computer Communications (INFOCOM), Workshop on Security and Privacy in Big Data, Toronto, Canada, July 6--9, 2020.
  3. A. Zhou, P. Zhou, D. Wu, Y. Hu, S. Ji, ``T-PriDO: A Tree-based Privacy-Preserving Distributed Online Big Data Processing System,'' IEEE Conference on Communications and Network Security (CNS), Beijing, China, May 30--June 1, 2018.
  4. Q. Huang, P. Smolensky, X. He, L. Deng, D. Wu, ``A Neural-Symbolic Approach to Design of CAPTCHA,'' The Thirty-first Annual Conference on Neural Information Processing Systems (NIPS), Workshop on Machine Learning and Computer Security, Long Beach, CA, USA, December 4--9, 2017.
  5. A. Chen, P. Brahma, D. Wu, N. Ebner, B. Matthews, J. Crandall, X. Wei, M. Faloutsos, D. Oliveira, ``Cross-Layer Personalization as a First Class Citizen for Situation Awareness and Computer Infrastructure Security,'' Proceedings of New Security Paradigms Workshop (NSPW), C Lazy U Ranch, Colorado, USA, September 26--29, 2016.
  6. Z. Cao, J. Kong, M. Gerla, D. Wu, ``A Randomized Complexity-theoretic Model of Bio-inspired Mobile Epidemics via Close Contact,'' Proceedings of Information Theory and Statistical Learning 2008, Las Vegas, Nevada, USA, July 14--16, 2008.
  7. J. Fan, D. Wu, K. Lu, and A. Nucci, ``Design of Bloom Filter Array for Network Anomaly Detection," IEEE Global Telecommunications Conference (Globecom 2006), San Francisco, CA, USA, November 27 -- December 1, 2006.
  8. C. Tang, and D. Wu, ``A Countermeasure to Defend Against Relay Attacks in Wireless Networks," IEEE Global Telecommunications Conference (Globecom 2006), San Francisco, CA, USA, November 27 -- December 1, 2006.
  9. C. Tang, and D. Wu, ``An Efficient Proactive Share Refreshing Scheme for Secret Sharing in Distributed Systems," IEEE Global Telecommunications Conference (Globecom 2006), San Francisco, CA, USA, November 27 -- December 1, 2006.
  10. J. Kong, D. Wu, X. Hong, and M. Gerla, ``Mobile Traffic Sensor Network versus Motion-MIX: Tracing and Protecting Mobile Wireless Nodes,'' ACM Workshop on Security of Ad Hoc and Sensor Networks (SASN 2005), Alexandria, VA, USA, Nov. 7, 2005.
  11. H. Yin, C. Lin, F. Qiu, X. Liu, and D. Wu, ``TrustStream: A Novel Secure and Scalable Media Streaming Architecture,'' ACM Multimedia 2005, Singapore, Nov. 6--12, 2005.
  12. K. Lu, J. Fan, J. Greco, D. Wu, S. Todorovic, and A. Nucci, ``A Novel Anti-DDoS System for Large-Scale Internet,'' ACM SIGCOMM 2005, Work-in-Progress Session, Philadelphia, PA, USA, August 22--26, 2005.
  13. Y. Zhou, D. Wu, and S. M. Nettles, ``Authentication, Authorization, and Accounting for Real-Time Secondary Market Services,'' IEEE International Conference on Communications (ICC 2005), Seoul, Korea, May 16 - 20, 2005.
  14. Y. Zhou, D. Wu, and S. M. Nettles, ``Analyzing and Preventing MAC-Layer Denial of Service Attacks for Stock 802.11 Systems,'' Proc. IEEE/ACM First International Workshop on Broadband Wireless Services and Applications (BroadWISE 2004), San José, CA, USA, October 25, 2004.
  15. Q. He, D. Wu, and P. Khosla, ``A Mechanism for Personal Control over Mobile Location Privacy,'' Proc. IEEE/ACM First International Workshop on Broadband Wireless Services and Applications (BroadWISE 2004), San José, CA, USA, October 25, 2004.
  16. Q. He, D. Wu, and P. Khosla, "SORI: A Secure and Objective Reputation-based Incentive Scheme for Ad-hoc Networks," Proc. IEEE Wireless Communications and Networking Conference (WCNC 2004), Atlanta, GA, USA, March 21-–25, 2004. [pdf]

Machine Learning

  1. L. Zhang, D. Wu, X. Yuan, ``FedZKT: Zero-Shot Knowledge Transfer towards Resource-Constrained Federated Learning with Heterogeneous On-Device Models,'' Proceedings of IEEE International Conference on Distributed Computing Systems (ICDCS), Bologna, Italy, July 10--13, 2022.
  2. K. Liu, D. Wang, P. Wang, W. Du, D. Wu, Y. Fu, ``Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy,'' Proceedings of IEEE International Conference on Data Mining (ICDM), virtual, December 7--December 12, 2021.
  3. T. Shao, D. Wu, ``Graph-LSTM with Global Attribute for Scene Graph Generation,'' Proceedings of International Conference on Artificial Intelligence, Automation and Algorithm (AI2A 2021), Guilin, Guangxi, China, July 23--25, 2021.
  4. Y. Zhou, G. Pu, X. Ma, X. Li, D. Wu, ``Communication-Efficient Federated Learning via Dataset Distillation,'' Proceedings of NeurIPS Workshop on Scalability, Privacy, and Security in Federated Learning (SpicyFL 2020), virtual, December 12, 2020.
  5. H. Qiao, D. Oliveira, D. Wu, ``A Novel Criterion of Reconstruction-based Anomaly Detection for Sparse-binary Data,'' Proceedings of IEEE Global Telecommunications Conference
    (Globecom 2020), Taipei, Taiwan, December 7--11, 2020.
  6. Q. Zhu, W. Bi, X. Liu, X. Ma, X. Li, D. Wu, ``A Batch Normalized Inference Network Keeps the KL Vanishing Away,'' Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL), Seattle, Washington, July 5--10, 2020.
  7. C. Liu, Y. Zhao, Z. Dai, Y. Yuan, G. Wang, D. Wu, K. K. Leung, ``Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach,'' Proceedings of IEEE International Conference on Data Engineering, Dallas, TX, USA, April 20--24, 2020.
  8. B. Sun, R. Al-Bayaty, Q. Huang, D. Wu, ``Game Theoretical Approach for Non-Overlapping Community Detection,'' Proceedings of International Conference on Big Data Computing and Communications (BIGCOM2019), QingDao, China, August 9--11, 2019.
  9. M. S. Islam, D. Liu, K. Wang, P. Zhou, L. Yu, D. Wu, ``A Case Study of HealthCare Platform using Big Data Analytics and Machine Learning,'' Proceedings of International Conference on Big Data and Artificial Intelligence (BDAI), Guangzhou, China, June 22--24, 2019.
  10. C. Zhang, P. Zhou, G. Liu, S. Gong, W. Wang, D. Wu, ``Online Learning for Context-Aware Multi-User Package Delivery System with Unmanned Vehicles,'' Proceedings of IEEE International Conference on Communications (ICC), Shanghai, China, May 20--24, 2019.
  11. Q. Huang, Z. Gan, A. Celikyilmaz, D. Wu, J. Wang, X. He, ``Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation,'' Proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, January 27 -- February 1, 2019.
  12. Q. Huang, L. Deng, D. Wu, C. Liu, X. He, ``Attentive Tensor Product Learning,'' Proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, January 27 -- February 1, 2019.
  13. Q. Huang, P. Zhang, D. Wu, L. Zhang, ``Turbo Learning for Captionbot and Drawingbot,'' Proceedings of The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS), Montreal, Canada, December 3--8, 2018.
  14. Q. Huang, P. Smolensky, X. He, L. Deng, D. Wu, ``Tensor Product Generation Networks for Deep NLP Modeling,'' the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), New Orleans, LA, USA, June 1--6, 2018.
  15. Y. Hou, P. Zhou, J. Xu, D. Wu, ``Course Recommendation of MOOC with Big Data Support: A Contextual Online Learning Approach,'' IEEE International Conference on Computer Communications (INFOCOM), Workshop on Knowledge Centric Networking, Honolulu, HI, USA, April 16, 2018.
  16. Q. Huang, P. Smolensky, X. He, L. Deng, D. Wu, ``A Neural-Symbolic Approach to Design of CAPTCHA,'' The Thirty-first Annual Conference on Neural Information Processing Systems (NIPS), Workshop on Machine Learning and Computer Security, Long Beach, CA, USA, December 4--9, 2017.
  17. Y. Sun, D. Wu, ``A RELIEF based feature extraction algorithm,'' Proceedings of SIAM International Conference on Data Mining 2008, Atlanta, GA, USA, April 24--26, 2008.
  18. Y. Sun, S. Todorovic, J. Li, and D. Wu, ``A Robust Linear Programming Based Boosting Algorithm,'' IEEE Machine Learning for Signal Processing Workshop (MLSP 2005), Mystic, Connecticut, USA, September 28--30, 2005.
  19. Y. Sun, S. Todorovic, J. Li, and D. Wu, ``Unifying the Error-Correcting and Output-Code AdaBoost within the Margin Framework,'' International Conference on Machine Learning (ICML 2005), Bonn, Germany, August 7--11, 2005.

Natural Language Processing

  1. Q. Zhu, W. Bi, X. Liu, X. Ma, X. Li, D. Wu, ``A Batch Normalized Inference Network Keeps the KL Vanishing Away,'' Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL), Seattle, Washington, July 5--10, 2020.
  2. Q. Huang, Z. Gan, A. Celikyilmaz, D. Wu, J. Wang, X. He, ``Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation,'' Proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, January 27 -- February 1, 2019.
  3. Q. Huang, L. Deng, D. Wu, C. Liu, X. He, ``Attentive Tensor Product Learning,'' Proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, January 27 -- February 1, 2019.
  4. Q. Huang, P. Smolensky, X. He, L. Deng, D. Wu, ``Tensor Product Generation Networks for Deep NLP Modeling,'' the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), New Orleans, LA, USA, June 1--6, 2018.

Computer Vision and Image Processing

  1. Z. Zou, T. Liu, D. Wu, W. Tang, ``Compositional Graph Convolutional Networks for 3D Human Pose Estimation,'' Proceedings of IEEE International Conference on Automatic Face and
    Gesture Recognition (FG 2021), Jodhpur, India, December 15--18, 2021.
  2. T. Shao, D. Wu, ``Graph-LSTM with Global Attribute for Scene Graph Generation,'' Proceedings of International Conference on Artificial Intelligence, Automation and Algorithm (AI2A 2021), Guilin, Guangxi, China, July 23--25, 2021.
  3. Z. Chen, H. Wang, L. Wu, Y. Zhou, D. Wu, ``Spatiotemporal Guided Self-Supervised Depth Completion from LiDAR and Monocular Camera,'' Proceedings of IEEE International Conference on Visual Communications and Image Processing (VCIP), Macau, China, December 1--4, 2020.
  4. C. Sur, P. Liu, Y. Zhou, D. Wu, ``Semantic Tensor Product for Image Captioning,'' Proceedings of International Conference on Big Data Computing and Communications (BIGCOM2019), QingDao, China, August 9--11, 2019.
  5. Q. Huang, Z. Gan, A. Celikyilmaz, D. Wu, J. Wang, X. He, ``Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation,'' Proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, January 27 -- February 1, 2019.
  6. Q. Huang, L. Deng, D. Wu, C. Liu, X. He, ``Attentive Tensor Product Learning,'' Proceedings of The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), Honolulu, Hawaii, USA, January 27 -- February 1, 2019.
  7. Q. Huang, P. Zhang, D. Wu, L. Zhang, ``Turbo Learning for Captionbot and Drawingbot,'' Proceedings of The Thirty-second Annual Conference on Neural Information Processing Systems (NIPS), Montreal, Canada, December 3--8, 2018.
  8. Q. Huang, P. Smolensky, X. He, L. Deng, D. Wu, ``Tensor Product Generation Networks for Deep NLP Modeling,'' the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), New Orleans, LA, USA, June 1--6, 2018.
  9. Q. Huang, P. Smolensky, X. He, L. Deng, D. Wu, ``A Neural-Symbolic Approach to Design of CAPTCHA,'' The Thirty-first Annual Conference on Neural Information Processing Systems (NIPS), Workshop on Machine Learning and Computer Security, Long Beach, CA, USA, December 4--9, 2017.
  10. C. Pan, X. Cao, D. Wu, ``Power Line Detection via Background Noise Removal,'' Proceedings of IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington, DC, USA, December 7--9, 2016.
  11. R. Fang, D. Wu, L. Shen, ``Evaluation of Image Quality of Experience in Consideration of Viewing Distance,'' Proceedings of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2015), Chengdu, Sichuan, China, July 12--15, 2015. [pdf] [Source code]
  12. F. Li, L. Shen, D. Wu, R. Fang, ``Full-Reference Quality Assessment of Stereoscopic Images Using Disparity-Gradient-Phase Similarity,'' Proceedings of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2015), Chengdu, Sichuan, China, July 12--15, 2015.
  13. R. Fang, D. Wu, ``No-Reference Image Quality Assessment Based on BNB Measurement,'' Proceedings of IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP 2013), Beijing, China, July 6--10, 2013.
  14. C. Paulson, E. Zelnio, L. Gorham, D. Wu, ``Using Glint to Perform Geometric Signature Prediction and Pose Estimation,'' Proceedings of SPIE Defense, Security, and Sensing 2012, Baltimore, Maryland, USA, April 23--27, 2012.
  15. Z. Yuan, T. Lu, D. Wu, Y. Huang, H. Yu, ``Video Summarization with Semantic Concept Preservation," Proceedings of the International Conference on Mobile and Ubiquitous Multimedia (MUM), Beijing, China, December 7 -- 9, 2011.
  16. C. Paulson, E. Zelnio, L. Gorham, D. Wu, ``Feature phenomenology and feature extraction of civilian vehicles from SAR images,'' Proceedings of SPIE Defense & Security Symposium 2010, Orlando, FL, USA, April 25--29, 2011.
  17. T. Lu, X. Lu, Q. Xu, Y. Zheng, J. Sole, P. Yin, D. Wu, ``A Video Coding Analyzer for Next-Generation Compression Standards," Proceedings of IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, Nevada, USA, January 9--12, 2011.
  18. T. Lu, Z. Yuan, Y. Huang, D. Wu, H. Yu, ``Video Retargeting with Nonlinear Spatial-Temporal Saliency Fusion,'' Proceedings of IEEE International Conference on Image Processing 2010, Hong Kong, September 26–29, 2010.
  19. Z. Yuan, T. Lu, Y. Huang, D. Wu, H. Yu, ``Video Retargeting: a Visual-Friendly Dynamic Programming Approach,'' Proceedings of IEEE International Conference on Image Processing 2010, Hong Kong, September 26–29, 2010.
  20. J. Xu, D. Wu, ``Ripplet-II Transform for Feature Extraction,'' Proceedings of SPIE Visual Communications and Image Processing (VCIP 2010), Huang Shan, An Hui, China, July 11--14, 2010.
  21. C. Paulson, S. Ezekiel, D. Wu, ``Wavelet-based image registration,'' Proceedings of SPIE Defense & Security Symposium 2010, Orlando, FL, USA, April 5--9, 2010. [pdf] [Source code]
  22. B. Han, C. Paulson, J. Wang, D. Wu, ``Depth-based image registration,'' Proceedings of SPIE Defense & Security Symposium 2010, Orlando, FL, USA, April 5--9, 2010.  [pdf] [Source code]
  23. B. Han, C. Paulson, T. Lu, D. Wu, J. Li, ``Tracking of multiple objects under partial occlusion,'' Proceedings of SPIE Defense & Security Symposium 2009, Orlando, FL, USA, April 13--17, 2009. [pdf]
  24. W. Ye, C. Paulson, D. Wu, J. Li, ``A target detection scheme for VHF SAR ground surveillance,'' Proceedings of SPIE Defense & Security Symposium 2008, Orlando, FL, USA, March 16--20, 2008.  [pdf] [Source code]
  25. W. Ye, C. Paulson, D. Wu, J. Li, ``A rotation-invariant transform for target detection in SAR images,'' Proceedings of SPIE Defense & Security Symposium 2008, Orlando, FL, USA, March 16--20, 2008. [pdf] [Source code]
  26. J. Xu, D. Wu, ``Ripplet transform for feature extraction,'' Proceedings of SPIE Defense & Security Symposium 2008, Orlando, FL, USA, March 16--20, 2008.
  27. W. Roberts, L. Watkins, D. Wu, J. Li, ``Vehicle tracking for urban surveillance,'' Proceedings of SPIE Defense & Security Symposium 2008, Orlando, FL, USA, March 16--20, 2008. [pdf] [Source code]
  28. B. Han, W. Roberts, D. Wu, J. Li, ``Motion-Segmentation-Based Change Detection,'' SPIE Defense & Security Symposium 2007, Orlando, FL, USA, April 9–13, 2007. [pdf] [Source code]
  29. B. Han, W. Roberts, D. Wu, J. Li, ``Robust Feature-based Object Tracking,'' SPIE Defense & Security Symposium 2007, Orlando, FL, USA, April 9–13, 2007. [pdf] [Source code]

Speaker Recognition

  1. W. Ye, D. Wu, A. Nucci, ``Experimental study on GMM-based speaker recognition,'' Proceedings of SPIE Defense & Security Symposium 2010, Orlando, FL, USA, April 5--9, 2010.

Bioinformatics and Bioengineering

  1. Z. Qiao, Z. Zhang, Z. Jiang, Y. Lai, J. Lee, D. Wu, C. Beltran, L. Ren, M. Huang, ``Interpretable Feature-Specific Generative Adversarial Network Model for 3D CBCT Image Enhancement for Radiomics,'' Proceedings of the American Association of Physicists in Medicine (AAPM) 64th Annual Meeting and Exhibition, Washington DC, USA, July 10--14, 2022.
  2. Z. Zhang, M. Huang, Z. Jiang, Y. Chang, K. Lu, Z. Qiao, F. Yin, P. Tran, D. Wu, C. Beltran, L. Ren, ``Comparison of Patient-Specific Deep Learning Models for Enhancing 4D-CBCT Image for Radiomics Analysis,'' Proceedings of the American Association of Physicists in Medicine (AAPM) 64th Annual Meeting and Exhibition, Washington DC, USA, July 10--14, 2022.
  3. J. Kong, X. Hong, D. Wu, M. Gerla, ``Complexity-theoretic Modeling of Biological Cyanide Poisoning as Security Attack in Self-organizing Networks,'' IEEE 7th International Symposium on Bioinformatics and Bioengineering (IEEE BIBE 2007), Boston, Massachusetts, USA, October 14--17, 2007.

Smart Grid

  1. S. C. Dhulipala, A. S. Bretas, C. Ruben, X. Li, D. Wu, ``Soft Control: A Novel Application of Internet of Things for Demand Side,'' Proceedings of The 52nd North American Power
    Symposium (NAPS), Tempe, Arizona, USA, April 11--13, 2021.
  2. S. Tang, Q. Huang, X.-Y. Li, and D. Wu, ``Smoothing the Energy Consumption: Peak Demand Reduction in Smart Grid,'' Proceedings of IEEE Infocom 2013, Turin, Italy, April 14 -- 19, 2013.