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Minghua Chen – Publications and Some Presentations
Patents
Sixteen granted or pending US patents in the area of networking, signal processing, multimedia communications, energy-efficient transportation, and power systems.
Books and Chapters
Minghua Chen and Sid C-K Chau, “Online Capacity Provisioning for Energy-Efficient Datacenters”, Synthesis Lectures on Learning, Networks, and Algorithms, Springer Nature, 2022. [link]
Minghua Chen and Mung Chiang, “Distributed Optimization in
Networking: Recent Advances in Combinatorial and Robust Formulations”, book chapter in Modeling and Optimization: Theory and Applications 2010, Springer Proceedings in Mathematics, 2012.
Minghua Chen and Avideh Zakhor, “A General Framework for Flow
Control in Wireless Networks”, VDM Verlag, 2008. (ISBN
978-3-8364-9209-6)
Haisang Wu, Maoke Chen, Minghua Chen, Xinwei Hu, Cheng Yan,
“IPv6 Principle and Practicing”, Beijing, China: People’s Posts
and Telecommunication Press, 2000. (ISBN 7-115-08557)
Journal Articles
E. Liang, M. Chen, and S. H. Low, “Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization”, Journal of Machine Learning Research (JMLR), accept after minor revision, 2024. [ final version to be available ]
W. Huang, M. Chen, and S. H. Low, “Unsupervised Learning for Solving AC Optimal Power Flows: Design, Analysis, and Experiment”, IEEE Transactions on Power Systems, accepted for publication. [PDF]
W. Xu, Q. Liu, M. Chen, and H. Zeng, “Ride the Tide of Traffic Conditions: Opportunistic Driving Improves Energy Efficiency of Timely Truck Transportation”, IEEE Transactions on Intelligent Transportation Systems, vol. 24, issue 5, pp. 4777 - 4793, May 2023. [PDF]
M. Zhou, M. Chen, and S. H. Low, “DeepOPF-FT: One Deep Neural Network for Multiple AC-OPF Problems with Flexible Topology”, IEEE Transactions on Power Systems, vol. 38, issue 1, pp. 964 - 967, January 2023. [PDF]
X. Pan, M. Chen, T. Zhao, and S. H. Low, “DeepOPF: A Feasibility-Optimized Deep Neural Network Approach for AC Optimal Power Flow Problems”, IEEE Systems Journal, vol. 17, issue 1, pp. 673-683, March 2023. [PDF]
Y. Zou, X. Lin, D. Aliprantis, and M. Chen, “Virtual Generator-Storage Pairing for Robust Multistage Decisions in Power Systems”, IEEE Systems Journal, vol. 16, issue 4, pp. 5686 - 5697, December 2022. [PDF]
T. Zhao, H. Yi, M. Chen, C. Wu, and Y. Xu, “Efficient and Robust Equilibrium Strategies of Utilities in Day-ahead Market with Load Uncertainty”, IEEE Systems Journal, vol. 16, issue 4, pp. 5246 - 5257, December 2022. Also available as technical report posted on to arXiv in Sept. 2019. [PDF]
W. Xu*, T. Cui*, and M. Chen, “Optimizing Two-Truck Platooning with Deadlines”, IEEE Transactions on Intelligent Transportation Systems, vol. 24, issue 1, pp. 694 - 705, November 2022. [PDF] (*: co-primary authors.)
Q. Lin*, H. Yi*, and M. Chen, “Minimizing Cost-plus-Dissatisfaction in Online EV Charging under Real-time Pricing”, IEEE Transactions on Intelligent Transportation Systems, vol. 23, issue 8, pp. 12464-12479, Aug. 2022. [ final version to be available ] (The first two authors contribute equally to the work.)
Q. Lin, Y. Mo, J. Su, and M. Chen, “Competitive Online Optimization with Multiple Inventories: A Divide-and-Conquer Approach”, Proc. ACM Meas. Anal. Comput. Syst., vol. 6, issue 2, no. 36, June 2022. (Also in ACM SIGMETRICS / IFIP Performance 2022.) [PDF]
Q. Liu, H. Zeng, and M. Chen, “Minimizing AoI with Throughput Requirements in Multi-Path network Communication”, IEEE/ACM Transactions on Networking, vol. 30, issue 3, pp. 1203 - 1216, June 2022. [ final version to be available ]
J. Cui, N. Gu, T. Zhao, C. Wu, and M. Chen, “Forecast Competition in Energy Imbalance Market”, IEEE Transactions on Power Systems, vol. 37, issue 3, pp. 2397 - 2413, May 2022. [PDF]
W. Huang, X. Pan, M. Chen, and S. H. Low, “DeepOPF-V: Solving AC-OPF Problems Efficiently”, IEEE Transactions on Power Systems, vol. 37, no. 1, pp. 800 - 803, Jan. 2022. [PDF]
X. Pan, T. Zhao, M. Chen, and S. Zhang, “DeepOPF: A Deep Neural Network Approach for Security-Constrained DC Optimal Power Flow”, IEEE Transactions on Power Systems, vol. 36, issue 3, pp. 1725 - 1735, May 2021. [PDF] Also available as technical report posted onto arXiv in Oct. 2019. [PDF]
Y. Li, H. Yao, M. Chen, S. Jaggi, and A. Rosen, “RIPPLE Authentication for Network Coding”, accepted for publication in IEEE/ACM Transactions on Networking. [ final version to be available ]
Q. Liu, H. Zeng, and M. Chen, “Energy-Efficient Timely Truck Transportation for Geographically-Dispersed Tasks”, IEEE Transactions on Intelligent Transportation Systems, vol. 21, issue 12, pp 5148-5159, December, 2020. [PDF]
Y. Jia, X. Lyu, Z. Xu, and M. Chen, "A Novel Retrospect-inspired Regime for Microgrid Real-time Energy Scheduling with Heterogeneous Sources”, IEEE Transactions on Smart Grid, vol. 11, issue 6, pp. 4614-4625, Nov. 2020. [ final version to be available ]
Q. Liu, H. Zeng, and M. Chen, “Network Utility Maximization under Maximum Delay Constraints and Throughput Requirements”, IEEE/ACM Transactions on Networking, vol. 28, issue 5, 2132-2145, Oct. 2020. [PDF]
J. Sun, Z. Yang, and M. Chen, “Workload Transfer Strategy of Urban Neighboring Data Centers with Market Power in Local Electricity Market”, IEEE Transactions on Smart Grid, vol. 11, issue 4, pp. 3083-3094, July 2020. [PDF]
Q. Liu, L. Deng, H. Zeng, and M. Chen, “A Tale of Two Metrics in Network Delay Optimization”, IEEE/ACM Transactions on Networking, vol. 28, issue 3, pp. 1241-1254, June 2020. [ final version to be available ]
X. Yi, L. Pan, Y. Jin, F. Liu, and M. Chen, “eDirect: Energy-Efficient D2D-Assisted Relaying Framework for Cellular Signaling Reduction”, IEEE/ACM Transactions on Networking, vol. 28, issue 2, pp. 860 - 873, April 2020. [ final version to be available ]
S. Zhao, Y. Zou, X. Lin, D. Aliprantis, H. Villegas, M. Chen, and A. Castillo, “Leveraging Generators with Complementary Capabilities for Robust Multi-stage Power Grid Operations”, IEEE Transactions on Control of Networked Systems, March 2020. [ final version to be available ]
Q. Lin*, H. Yi*, J. Pang, M. Chen, A. Wierman, M. Honig, and Y. Xiao, “Competitive Online Optimization under Inventory Constraints”, Proc. ACM Meas. Anal. Comput. Syst., vol. 3, issue 1, no. 10, March 2019. (Also in ACM SIGMETRICS / IFIP Performance 2019.) [PDF] (The first two authors contribute equally to the work.)
L. Deng, Y. He, Y. Zhang, M. Chen, Z. Li, J. Lee, Y. Zhang, and L. Song, “Device-to-Device Load Balancing for Cellular Networks”, IEEE Transactions on Communication, vol. 67, issue 4, pp. 3040-3054, April 2019. [PDF]
H. Yi, M. Hajiesmaili, Y. Zhang, M. Chen, and X. Lin, “Impact of Uncertainty of Distributed Renewable Generation on Deregulated Electricity Supply Chain”, IEEE Transactions on Smart Grid, vol 9, issue 6, November 2018. [PDF]
L. Huang, M. Chen, and Y. Liu, “Learning-aided Stochastic Network Optimization with Imperfect State Prediction”, IEEE/ACM Transactions on Networking, vol 26, issue 4, August 2018. [PDF]
L. Deng, M. Hajiesmaili, M. Chen, and H. Zeng, “Energy-Efficient Timely Transportation of Long-Haul Heavy-Duty Trucks”, IEEE Transactions on Intelligent Transportation Systems, vol 19, issue 7, July 2018. [PDF]
Y. Zhang, L. Deng, M. Chen, and P. Wang, “Joint Bidding and Geographical Load Balancing for Datacenters: Is Uncertainty a Blessing or a Curse?”, IEEE/ACM Transactions on Networking, vol. 26, issue 3, June 2018. [PDF]
Y. Zhang, M. H. Hajiesmaili, S. Cai, M. Chen, and Q. Zhu, “Peak-Aware Online Economic Dispatching for Microgrids”, IEEE Transactions on Smart Grid, vol. 9, no. 1, pp. 323-335, January 2018. [PDF]
L. Deng, C. Wang, M. Chen, and S. Zhao, “Timely Wireless Flows with General Traffic Patterns: Capacity Region and Scheduling Algorithms”, IEEE/ACM Transactions on Networking, vol. 25, no. 6, pp. 3473-3486, December 2017. [PDF]
X. Ying, J. Zhang, L. Yan, Y. Chen, G. Zhang, M. Chen, and R. Chandra, “Exploring Indoor White Spaces in Metropolises”, (invited), ACM Transactions on Intelligent Systems and Technology, vol. 9, no. 1, September 2017. [PDF]
M. Hajiesmaili, L. Mak, Z. Wang, C. Wu, M. Chen, and A. Khonsari, “Cost-Effective Low-Delay Cloud Video Conferencing”, IEEE Transactions on Multimedia, vol 19, issue 12, December 2017. [PDF]
S. Zhao, X. Lin, and M. Chen, “Robust Online Algorithms for Peak-Minimizing EV Charging under Multi-Stage Uncertainty”, IEEE Transactions on Automatic Control, vol. 62, issue 11, November 2017. [PDF]
G. Ma, Z. Wang, M. Zhang, J. Ye, M. Chen, and W. Zhu, “Understanding Performance of Edge Content Caching for Mobile Video Streaming”, IEEE Journal on Selected Areas in Communications (JSAC) – Special Issue on Human-In-The-Loop Mobile Networks, vol. 35, no. 5, May 2017. [PDF]
S. Zhang, L. Huang, M. Chen, and X. Lin, “Proactive Serving Decreases User Delay Exponentially: The Light-tailed Service Time Case”, IEEE/ACM Transactions on Networking, vol. 25, no. 2, pp. 708 - 723, April 2017. [PDF]
M. H. Hajiesmaili, L. Deng, M. Chen, and Z. Li, “Incentivizing Device-to-Device Load Balancing for Cellular Networks: An Online Auction Design”, IEEE Journal on Selected Areas in Communications (JSAC) – Special Issue on Game Theory for Networks, vol. 35, no. 2, February 2017. [PDF]
C. Wang and M. Chen, “Sending Perishable Information: Coding Improves Delay-Constrained Throughput Even for Single Unicast”, IEEE Transactions on Information Theory, vol. 63, no. 1, pp. 252 - 279, January 2017. [PDF]
M. Bakshi, S. Jaggi, S. Cai, and M. Chen, “SHO-FA: Robust Compressive Sensing with Order-optimal Complexity, Measurements, and Bits”, IEEE Transactions on Information Theory, vol. 62, no. 12, December, 2016. [PDF]
C. Chau, G. Zhang, and M. Chen, “Cost Minimizing Online Algorithms for Energy Storage Management with Worst-case Guarantee”, IEEE Transactions on Smart Grid, vol. 7, no. 6, pp. 2691 – 2702, November 2016. [PDF]
L. Huang, S. Zhang, M. Chen, and X. Liu, “When Backpressure Meets Predictive Scheduling”, IEEE/ACM Transactions on Networking, vol. 24, no. 4, pp. 2237 – 2250, August 2016. [PDF]
H. Hou, K. W. Shum, M. Chen, and H. Li, “BASIC Codes: Low-Complexity Regenerating Codes for Distributed Storage Systems”, IEEE Transactions on Information Theory, vol. 62, issue 6, pp. 3053 – 3069, June 2016. [PDF]
F. Wang, J. Liu, M. Chen, and H. Wang, “Migration towards Cloud-Assisted Live Media Streaming”, IEEE/ACM Transactions on Networking, vol. 24, issue 1, Feb. 2016. [PDF]
R. Zhou, Z. Li, C. Wu, and M. Chen, “Demand Response in Smart Grids: A Randomized Auction Approach”, IEEE Journal on Selected Areas in Communications (JSAC) – Series on Green Communications and Networking, vol. 33, no. 12, December 2015. [PDF]
C. Dong, H. Zeng, and M. Chen, “Online Algorithms for Automotive Idling Reduction
with Effective Statistics”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Special Section on Automotive Embedded Systems and Software, vol. 34, no. 11, November, 2015. [PDF]
Z. Wang, W. Zhu, M. Chen, L. Sun, and S. Yang, “CPCDN: Content Delivery Powered by Context and User Intelligence”, IEEE Transactions on Multimedia, vol. 17, issue 1, Jan. 2015. [PDF]
S. Zhang, Z. Shao, M. Chen, and L. Jiang, “Optimal Distributed P2P Streaming under Node Degree Bounds”, IEEE/ACM Transactions on Networking, vol. 22, issue 3, pp. 717 – 730, June 2014. [PDF]
L. Zhang, C. Wu, Z. Li, C. Guo, M. Chen, and F. Lau, “Moving Big Data to the Cloud: An Online Cost-Minimizing Approach”, IEEE Journal on Selected Areas in Communications (JSAC) – Special Issue on Networking Challenges in Cloud Computing Systems and Applications, vol. 31, no. 12, Dec. 2013. [PDF]
Z. Wang, W. Zhu, X. Chen, L. Sun, J. Liu, M. Chen, P. Cui, and S. Yang, “Propagation-Based Social-Aware Replication for Social Video Contents”, (invited), ACM Transactions on Multimedia Computing Communications and Applications, Special Issue on ACM Multimedia 2012 Best Papers, May 2013. [PDF]
X. Chen, M. Chen, B. Li, Y. Zhao, Y. Wu, and J. Li, “Celerity: A Low Delay Multiparty Conferencing Solution”, IEEE Journal on Selected Areas in Communications (JSAC) – 2012 Special Issue on Emerging Technologies in Communications, vol. 31, no. 9, pp. 155 – 164, September 2013. [PDF] Final long archived version is here.
T. Lu, M. Chen, and L. Andrew, “Simple and Effective Dynamic Provisioning for Power-Proportional Data Centers”, IEEE Transactions on Parallel and Distributed Systems, Special Issue on Cloud Computing, vol. 24, no. 6, June 2013. [PDF].
M. Chen, S. Liew, Z. Shao, and C. Kai, “Markov Approximation for Combinatorial Network Optimization”, IEEE Transactions on Information Theory, vol. 59, no. 10, pp. 6301 – 6327, Oct. 2013. [PDF]
C. Huang, M. Chen, and J. Li, “Pyramid Codes: Flexible Schemes to Trade Space for Access Efficiency in Reliable Data Storage Systems”, ACM Transactions on Storage, vol. 9, no. 1, pp. 1 – 28, March 2013. [PDF]
A. Abate, M. Chen, Y. Wang, A. Zakhor, and S. Sastry, “Design and Analysis of New Flow Control Schemes over Wireless Networks”, International Journal of Robust and Nonlinear Control, vol. 23, issue 2, pages 208–228, Jan. 2013. [PDF]
Y. Li, M. Chen, Q. Li, and W. Zhang, “Enabling Multi-level Trust in Privacy Preserving Data Mining”, IEEE Transactions on Knowledge and Data Engineering, vol. 24, issue 9, pages 1598 - 1612, Sept., 2012. [PDF] Early technical report version is here. Final long archived version is here.
M. Chen, M. Ponec, S. Sengupta, J. Li, and P. A. Chou, “Utility Maximization in Peer-to-Peer Systems with Applications to Video Conferencing”, IEEE/ACM Transactions on Networking, vol. 20, no. 6, pp. 1681 - 1694, June, 2012. [PDF]
H. Yao, S. Jaggi, and M. Chen, “Passive network tomography for erroneous networks: A network coding approach”, IEEE Transactions on Information Theory, Oct. 2011. [PDF]
M. Ponec, S. Sengupta, M. Chen, J. Li, and P. A. Chou, “Optimizing Multi-rate Peer-to-Peer Video Conferencing Applications”, IEEE Transactions on Multimedia, special issue on Iterative Multimedia, vol. 13, no. 5, pp. 856 – 868, October 2011. [PDF]
Z. Shao, M. Chen, A. S. Avestimehr, and S. Li, “Cross-layer Optimization for Wireless Networks with Deterministic Channel Models”, IEEE Transactions on Information Theory, vol. 57, no. 9, pp. 5840 – 5862, September 2011. [PDF]
S. Sengupta, S. Liu, M. Chen, M. Chiang, J. Li, and P. A. Chou, “Peer-to-Peer Streaming Capacity”, IEEE Transactions on Information Theory, vol. 57, no. 8, pp. 5072 – 5087, August 2011. [PDF]
C. Chau, M. Chen, and S. Liew, “Capacity of Large Scale CSMA Wireless Networks”, IEEE/ACM Transactions on Networking, vol. 19, no. 3, pp. 893 – 906, June 2011. [PDF]
M. Chen and D. Tse, “An Upper Bound on the Convergence
Rate of Uplink Power Control in CDMA Systems”, IEEE
Communications Letters, Vol. 10, No. 4, Apr. 2006.
[PDF]
M. Chen and A. Zakhor, “Multiple TFRC Connections Based
Rate Control for Wireless Networks”, IEEE Transactions on Multimedia,
vol. 8, issue 5, Oct. 2006, pp. 1045-1062.
[PDF]
IEEE
Transactions on Multimedia Prize Paper Award, 2009.
M. Chen and A. Zakhor, “Rate Control for Streaming Video
over Wireless”, (invited), special issue on Advances in Wireless
Video, IEEE Wireless Communications, Vol. 12, Issue 4, August
2005. (Note: extensive review + ICIP 04 contents)
[PDF]
M. Chen, Y. He and R. L. Lagendijk, “A Fragile Watermark
Error Detection Scheme For Wireless Video Communications”, IEEE
Transactions on Multimedia, Vol. 7, No. 2, April 2005.
[PDF]
M. Chen and Y. He, “A Watermark Based Transmission Error
Detection Scheme for Hybrid Decoder” (in Chinese), Journal of
Tsinghua University Science and Technology 2001.
[PDF]
Conference Papers
Q. Lin, J. Su, and M. Chen, “Competitive Online Age-of-Information Optimization for Energy Harvesting Systems”, in Proceedings of IEEE INFOCOM, Vancouver, Canada, May 20 - 23, 2024. [PDF]
E. Liang and M. Chen, “Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping”, in Proceedings of 12th International Conference on Learning Representations (ICLR), Vienna, Austria, May 7-11, 2024. [PDF]
H. Huang, M. Chen, and X. Qiao, “Generative Learning for Financial Time Series with Irregular and Scale-Invariant Patterns”, in Proceedings of 12th International Conference on Learning Representations (ICLR), Vienna, Austria, May 7-11, 2024. [PDF]
(Spotlight – top 5%; sole winner of Gradient AI Research Award 2024)
E. Liang, M. Chen, and S. H. Low, “Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set”, Recent Spotlight Track, the 1st Conference on Parsimony and Learning (CPAL), Hong Kong, Jan. 3 - 6, 2024. (Presenting our ICML’23 paper [PDF] as a recent spotlight.)
J. Su, Q. Liu, M. Chen, and H. Zeng, “Minimizing Carbon Footprint for Timely E-Truck Transportation: Hardness and Approximation Algorithm”, (invited), in Proceedings of the 62th IEEE Conference on Decision and Control (CDC), Singapore, December 13-15, 2023. [PDF]
E. Liang, M. Chen, and S. H. Low, “Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set”, in Proceedings of 40th International Conference on Machine Learning (ICML), Honolulu, Hawaii, July 23 - 29, 2023. [PDF]
M. Zhou, M. Chen, and S. H. Low, “DeepOPF-FT: One Deep Neural Network for Multiple AC-OPF Problems with Flexible Topology”, in Proceedings of IEEE Power and Energy Society General Meeting, Orlando, Florida, July 16 – 20, 2023. (Transaction paper session.)
W. Huang, X. Pan, M. Chen, and S. H. Low, “DeepOPF-V: Solving AC-OPF Problems Efficiently”, in Proceedings of IEEE Power and Energy Society General Meeting, Orlando, Florida, July 16 – 20, 2023. (Transaction paper session.)
J. Su, Q. Lin, and M. Chen, “Follow the Sun and Go with the Wind: Carbon Footprint Optimized Timely E-Truck Transportation”, in Proceedings of 14th International Conference on Future Energy Systems (ACM e-Energy 2023), Orlando, Florida, June 20 - 23, 2023. [PDF]
Best Paper Award.
T. Zhao, M. Zhou, Y. Mo, J. M. Wang, J. Luo, X. Pan, and M. Chen, “Optimizing Demand Response in Distribution Network with Grid Operational Constraints”, in Proceedings of 14th International Conference on Future Energy Systems (ACM e-Energy 2023), Orlando, Florida, June 20 - 23, 2023. [PDF]
X. Pan, W. Huang, M. Chen, and S. H. Low, “DeepOPF-AL: Augmented Learning for Solving AC-OPF Problems with a Multi-Valued Load-Solution Mapping”, in Proceedings of 14th International Conference on Future Energy Systems (ACM e-Energy 2023), Orlando, Florida, June 20 - 23, 2023. (Note paper) [PDF]
T. Zhao, X. Pan, M. Chen, and S. H. Low, “Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints”, in Proceedings of 11th International Conference on Learning Representations (ICLR), Kigali, Rwanda, May 1-5, 2023. [PDF]
(Oral - top 25% accepted)
A. Menati, S. Chau, and M. Chen, “Competitive Prediction-Aware Online Algorithms for Energy Generation Scheduling in Microgrids”, in Proceedings of 13th International Conference on Future Energy Systems (ACM e-Energy 2022), virtual conference, June 28 - July 1, 2022. [PDF]
Best Paper Award Finalist.
J. Su, M. Chen, and H. Zeng, “E2Pilot: An Energy-Efficient Navigation System for Long-haul Timely Truck Transportation”, in Proceedings of 13th International Conference on Future Energy Systems (ACM e-Energy 2022), virtual conference, June 28 - July 1, 2022. (demo paper) [ final version to be available ]
Q. Lin, Y. Mo, J. Su, and M. Chen, “Competitive Online Optimization with Multiple Inventories: A Divide-and-Conquer Approach”, in Proceedings of ACM SIGMETRICS / IFIP Performance, Mumbai, India, June 6-10, 2022. [PDF]
J. Su, M. Chen, and H. Zeng, “Energy Efficient Timely Transportation : A Comparative Study of Internal Combustion Trucks and Electric Trucks”, in Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Built Environments, Cities, and Transportation (ACM BuildSys 2021), Coimbra, Portugal, November 17-18, 2021. (poster paper) [PDF]
Y. Mo, Q. Lin, M. Chen, and J. Qin, “Optimal Online Algorithms for Peak-Demand Reduction Maximization with Energy Storage”, in Proceedings of 12th International Conference on Future Energy Systems (ACM e-Energy 2021), virtual conference, June 28 - July 2, 2021. [PDF]
Y. Mo, Q. Lin, M. Chen, and J. Qin, “Optimal Peak-Minimizing Online Algorithms for Large-Load Users with Energy Storage”, in Proceedings of IEEE INFOCOM, virtual conference, May 10 - 13, 2021. (poster paper) [PDF] Also available as a technical report posted onto arXiv in Feb. 2021. [PDF]
Best Poster Award.
R. Zhou, Q. Liu, W. Xu, M. Chen, and H. Zeng, “Minimizing Emission for Timely Truck Transportation with Adaptive Fuel Injection”, in Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Built Environments, Cities, and Transportation (ACM BuildSys 2020), Yokohama, Japan, November 16-19, 2020. [PDF]
T. Zhao, X. Pan, M. Chen, A. Venzke, and S. H. Low, “DeepOPF+: A Deep Neural Network Approach for DC Optimal Power Flow for Ensuring Feasibility”, in Proceedings of the 11th IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (IEEE SmartGridComm 2020), virtual conference, Nov. 11 - 13, 2020. [PDF]
Q. Liu, H. Zeng, M. Chen, and L. Liu, “Cost Minimization in Multi-Path Communication under Throughput and Maximum Delay Constraints”, in Proceedings of IEEE INFOCOM, virtual conference, July 6 - 9, 2020. [PDF]
W. Xu, Q. Liu, M. Chen, and H. Zeng, “Ride the Tide of Traffic Conditions: Opportunistic Driving Improves Energy Efficiency of Timely Truck Transportation”, in Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Built Environments, Cities, and Transportation (ACM BuildSys 2019), New York, NY, USA, November 13-14, 2019. [PDF]
X. Pan, T. Zhao, and M. Chen, “DeepOPF: Deep Neural Network for DC Optimal Power Flow”, in Proceedings of the 10th IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (IEEE SmartGridComm 2019), Beijing, China, October 21 - 24, 2019. [PDF] Also available as technical report posted onto arXiv in May 2019. [PDF]
Q. Lin, W. Xu, M. Chen, and X. Lin, “A Probabilistic Approach for Demand-Aware Ride-Sharing Optimization”, in Proceedings of the 20th ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc 2019), Catania, Italy, July 2-5, 2019. [PDF]
Q. Liu, H. Zeng, and M. Chen, “Minimizing Age-of-Information with Throughput Requirements in Multi-Path Network Communication”, in Proceedings of the 20th ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc 2019), Catania, Italy, July 2-5, 2019. [PDF]
Q. Liu, H. Zeng, and M. Chen, “Network Utility Maximization under Maximum Delay Constraints and Throughput Requirements”, in Proceedings of the 20th ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc 2019), Catania, Italy, July 2-5, 2019. (poster paper) [PDF]
Q. Lin*, H. Yi*, J. Pang, M. Chen, A. Wierman, M. Honig, and Y. Xiao, “Competitive Online Optimization under Inventory Constraints”, in Proceedings of ACM SIGMETRICS / IFIP Performance, Phoenix, Arizona, June 24 - 28, 2019. [PDF] (The first two authors contribute equally to the work.)
J. Zhai, S. Chau, and M. Chen, “Stay or Switch: Competitive Online Algorithms for Energy Plan Selection in Energy Markets with Retail Choice”, in Proceedings of the tenth International Conference on Future Energy Systems (ACM e-Energy 2019), Phoenix, AZ, June 25 - 28, 2019. [PDF]
Best Paper Award Finalist.
W. Xu, Q. Liu, M. Chen, and H. Zeng, “Opportunistic Driving: a Critical Design Space for Reducing Fuel Consumption of Timely Long-Haul Truck Transportation”, in Proceedings of the tenth International Conference on Future Energy Systems (ACM e-Energy 2019), Phoenix, AZ, June 25 - 28, 2019. (poster paper) [PDF]
H. Yi*, Q. Lin*, and M. Chen, “Balancing Cost and Dissatisfaction in Online EV Charging under Real-time Pricing”, in Proceedings of IEEE INFOCOM, Paris, France, April 29 - May 2, 2019. [PDF] (The first two authors contribute equally to the work.)
H. Yi, M. Hajiesmaili, Y. Zhang, M. Chen, and X. Lin, “Impact of Uncertainty of Distributed Renewable Generation on Deregulated Electricity Supply Chain”, (transaction paper session), in Proceedings of IEEE Power and Energy Society General Meeting, Portland, OR, USA, August 5 - 9, 2018. [PDF]
Q. Liu, H. Zeng, and M. Chen, “Energy-Efficient Timely Truck Transportation for Geographically-Dispersed Tasks”, in Proceedings of the ninth International Conference on Future Energy Systems (ACM e-Energy 2018), Karlsruhe, Germany, June, 12-15, 2018. [PDF]
Best Paper Award Finalist.
Q. Lin, L. Deng, J. Sun, and M. Chen, “Optimal Demand-Aware Ride-Sharing Routing”, in Proceedings of IEEE INFOCOM, Honolulu, HI, USA, April 16-19, 2018. [PDF]
Q. Liu, L. Deng, M. Chen, and H. Zeng, “A Tale of Two Metrics in Network Delay Optimization”, in Proceedings of IEEE INFOCOM, Honolulu, HI, USA, April 16-19, 2018. [PDF]
Y. Zou, X. Lin, D. Aliprantis, and M. Chen, “Robust Multi-stage Power Grid Operations with Energy Storage”, in Proceedings of IEEE INFOCOM, Honolulu, HI, USA, April 16-19, 2018. [PDF]
J. Peng, P. You, and M. Chen, “Temporally Networked Cournot Platform Markets”, in Proceedings of the 51st Hawaii International Conference on System Sciences, Big Island, HI, USA, January 3-6, 2018. [PDF]
P. You, J. Pang, M. Chen, S. Low, Y. Sun, “Battery Swapping Assignment for Electric Vehicles: A Bipartite Matching Approach”, in Proceedings of the 56th IEEE Conference on Decision and Control (CDC), Melbourne, Australia, December 12-15, 2017. [PDF]
Q. Liu, L. Deng, H. Zeng, and M. Chen, “On the Min-Max-Delay Problem: NP-completeness, Algorithm, and Integrality Gap”, (invited), in Proceedings of IEEE Information Theory Workshop 2017, Kaohsiung, Taiwan, November 6 - 10, 2017. [PDF]
L. Huang, M. Chen, and Y. Liu, “Learning-aided Stochastic Network Optimization with Imperfect State Prediction”, in Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc 2017), Chennai, India, July 10-13, 2017. [PDF]
G. Ma, Z. Wang, M. Chen and W. Zhu, “APRank: Joint Mobility and Preference-based Mobile Video Prefetching”, In Proceedings of 2017 IEEE International Conference on Multimedia & Expo (IEEE ICME 2017), Hong Kong, July 10-14, 2017. [PDF]
L. Yang, M. Hajiesmaili, H. Yi, and M. Chen, “Online Offering Strategies for Storage-Assisted Renewable Power Producer in Hour-Ahead Market”, in Proceedings of ACM SIGMETRICS, Urbana-Champaign, Illinois, USA, 5-9 June, 2017. (poster paper) [PDF]
Y. Jin, F. Liu, X. Yi, and M. Chen, “Reducing Cellular Signaling Traffic for Heartbeat Messages via Energy-Efficient D2D Forwarding”, in Proceedings of the 37th International Conference on Distributed Computing Systems (IEEE ICDCS 2017), Atlanta, GA, USA, June 5 – 8, 2017. [PDF]
M. Hajiesmaili, M. Chen, E. Mallada, and C. Chau, “Crowd-Sourced Storage-Assisted Demand Response in Microgrids”, in Proceedings of the eighth International Conference on Future Energy Systems (ACM e-Energy 2017), Hong Kong, May 17 - 19, 2017. [PDF]
Y. Zhang, L. Deng, M. Chen, and P. Wang, “Joint Bidding and Geographical Load Balancing for Datacenters: Is Uncertainty a Blessing or a Curse?”, in Proceedings of IEEE INFOCOM, Atlanta, GA, USA, May 1-4, 2017. [PDF]
C. Bi, J. Huang, G. Xing, L. Jiang, X. Liu, and M. Chen, “SafeWatch: A Wearable Hand Motion Tracking System for Improving Driving Safety”, in Proceedings of the 2nd ACM/IEEE International Conference on Internet-of-Things Design and Implementation (ACM/IEEE IoTDI 2017), Pittsburgh, PA, USA, April 18 – 21, 2017. [PDF]
M. Chen, Y. Tian, and C. Wang, “On Coding Capacity of Delay-constrained Network Information Flow: An Algebraic Approach”, in Proceedings of 2016 IEEE International Symposium on Information Theory (IEEE ISIT 2016), Barcelona, Spain, July 10-15, 2016. [PDF]
L. Deng, M. Hajiesmaili, M. Chen, and H. Zeng, “Energy-Efficient Timely Transportation of Long-Haul Heavy-Duty Trucks”, in Proceedings of the seventh International Conference on Future Energy Systems (ACM e-Energy 2016), Waterloo, Canada, June 21 - 24, 2016. [PDF]
Best Paper Award Runner-up.
M. Hajiesmaili, C. Chau, M. Chen, and L. Huang, “Online Microgrid Energy Generation Scheduling Revisited: The Benefits of Randomization and Interval Prediction”, in Proceedings of the seventh International Conference on Future Energy Systems (ACM e-Energy 2016), Waterloo, Canada, June 21 - 24, 2016. [PDF]
Best Paper Award Runner-up.
L. Deng, C. Wang, M. Chen, and S. Zhao, “Timely Wireless Flows with Arbitrary Traffic Patterns: Capacity Region and Scheduling Algorithms”, in Proceedings of IEEE INFOCOM, San Francisco, US, Apr. 10 - 15, 2016. [PDF]
S. Zhao, X. Lin, D. Aliprantis, V. Hugo, and M. Chen, “Online Multi-stage Decisions for Robust Power-Grid Operations under High Renewable Uncertainty”, in Proceedings of IEEE INFOCOM, San Francisco, US, Apr. 10 - 15, 2016. [PDF]
P. Wang, Y. Zhang, L. Deng, M. Chen, and X. Liu, “Second Chance Works Out Better: Saving More for Data Center Operator in Open Energy Market”, (invited), in Proceedings of the 50th Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, US, March 16 - 18, 2016. [PDF]
L. Deng, Y. Zhang, M. Chen, Z. Li, J. Lee, Y. Zhang, and L. Song, “Device-to-Device Load Balancing for Cellular Networks”, in Proceedings of the 12th IEEE International Conference on Mobile Ad hoc and Sensor Systems (IEEE MASS), Dallas, USA, Oct. 19 - 22, 2015. [PDF]
Y. Zhang, M. Hajiesmaili, and M. Chen, “Peak-Aware Online Economic Dispatching for Microgrids”, in Proceedings of the sixth International Conference on Future Energy Systems (ACM e-Energy 2015), Bangalore, India, July 14 - 17, 2015. [PDF]
Best Paper Award Finalist.
L. Mak, M. Chen, G. Zhang, L. Huang, and H. Zeng, “Online Energy Management Strategy for Hybrid Electric Vehicle”, in Proceedings of the sixth International Conference on Future Energy Systems (ACM e-Energy 2015), Bangalore, India, July 14 - 17, 2015. (poster paper) [PDF]
M. Hajiesmaili, L. Mak, Z. Wang, C. Wu, M. Chen, and A. Khonsari, “Cost-Effective Low-Delay Cloud Video Conferencing”, in Proceedings of the 35th International Conference on Distributed Computing Systems (IEEE ICDCS 2015), Columbus, Ohio, USA, June 29 - July 2, 2015. [PDF]
S. Zhang, L. Huang, M. Chen, and X. Liu, “Proactive Serving Decreases User Delay Exponentially”, in Proceedings of the Workshop on MAthematical performance Modeling and Analysis (MAMA), Portland, OR, US, June 15, 2015. [PDF]
J. Zhang, W. Zhang, M. Chen, and Z. Wang, “WINET: Indoor White Space Network Design”, in Proceedings of IEEE INFOCOM, Hong Kong, Apr. 26 - May 1, 2015. [PDF]
S. Zhao, X. Lin, and M. Chen, “Peak-Minimizing Online EV Charging: Price-of-Uncertainty and Algorithm Robustification”, in Proceedings of IEEE INFOCOM, Hong Kong, Apr. 26 - May 1, 2015. [PDF]
Y. Chen, J. Zhang, L. Yan, and M. Chen, “Boosting Indoor White Space Identification by Exploiting the Substructure of Unexplored Data”, in Proceedings of IEEE INFOCOM, Hong Kong, Apr. 26 - May 1, 2015. (poster paper) [ final version to be available ]
H. Hou, K. Shum, M. Chen, and H. Li, “New MDS Array Code Correcting Multiple Disk Failures”, in Proceedings of the IEEE Global Communications Conference (GLOBECOM 2014), Austin, Taxes, USA, December 8 - 12, 2014. [PDF]
L. Huang, S. Zhang, M. Chen, and X. Liu, “When Backpressure Meets Predictive Scheduling”, in Proceedings of the 15th ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc 2014), Philadelphia, PA, USA, August 11-14, 2014. [PDF]
Best Paper Award Candidate.
Q. Peng, M. Chen, A. Walid, and S. Low, “Energy Efficient Multipath TCP for Mobile Devices”, in Proceedings of the 15th ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc 2014), Philadelphia, PA, USA, August 11-14, 2014. [PDF]
C. Wang and M. Chen, “Sending Perishable Information: Coding Improves Delay-Constrained Throughput Even for Single Unicast”, in Proceedings of 2014 IEEE International Symposium on Information Theory (IEEE ISIT 2014), Honolulu, USA, June 29 - July 4, 2014. [PDF]
K. W. Shum, H. Hou, M. Chen, H. Xu, and H. Li, “Regenerating Codes over a Binary Cyclic Code”, in Proceedings of 2014 IEEE International Symposium on Information Theory (IEEE ISIT 2014), Honolulu, USA, June 29 - July 4, 2014. [PDF]
S. Cai, M. Bakshi, S. Jaggi, and M. Chen, “SUPER: Sparse signals with Unknown Phases Efficiently Recovered”, in Proceedings of 2014 IEEE International Symposium on Information Theory (IEEE ISIT 2014), Honolulu, USA, June 29 - July 4, 2014. [PDF]
S. Zhang, L. Huang, M. Chen, and X. Liu, “Effect of Proactive Serving on User Delay Reduction in Service Systems”, in Proceedings of ACM SIGMETRICS, Austin, TX, US, June 16-20, 2014. (poster paper) [PDF]
J. Camacho, Y. Zhang, M. Chen, and D. Chiu, “Balance your Bids before your Bits: The Economics of Geographic Load-Balancing”, in Proceedings of the fifth International Conference on Future Energy Systems (ACM e-Energy), Cambridge, UK, June 11-13, 2014. [PDF]
C. Dong, H. Zeng, and M. Chen, “A Cost Efficient Online Algorithm for Automotive Idling Reduction”, in Proceedings of the 51st ACM/IEEE Design Automation Conference (ACM/IEEE DAC 2014), San Francisco, USA, June 1-5, 2014. [PDF]
L. Zhang, Z. Li, C. Wu, and M. Chen, “Online Algorithms for Uploading Deferrable Big Data to The Cloud”, in Proceedings of IEEE INFOCOM, Toronto, Canada, Apr. 27 - May 2, 2014. [PDF]
S. Cai, M. Bakshi, S. Jaggi, and M. Chen, “FRANTIC: A Fast Reference-based Algorithm for Network Tomography via Compressive Sensing”, (invited), in Proceedings of the 6th International Conference on Communication Systems and Networks (COMSNETS 2014), Bangalore, India, Jan. 7-10, 2014. [PDF]
S. Zhao, X. Lin, and M. Chen, “Peak-Minimizing Online EV Charging”, in Proceedings of the 51st Annual Allerton Conference on Communication, Control,
and Computing (Allerton 2013), Urbana, Illinois, USA, October 1 - 5, 2013. [PDF]
X. Ying, J. Zhang, L. Yan, G. Zhang, M. Chen, and R. Chandra, “Exploring Indoor White Spaces in Metropolises”, in Proceedings of ACM MobiCom, Miami, Fl, USA, Sept. 30 - Oct. 4, 2013. [PDF]
L. Lu, J. Tu, C. Chau, M. Chen, Z. Xu, and X. Lin, “Towards Real-Time Energy Scheduling in Microgrids with Performance Guarantee”, in Proceedings of IEEE Power and Energy Society General Meeting, Vancouver, BC, Canada, July 21 - 25, 2013. [PDF]
S. Zhang, M. Chen, Z. Li, and L. Huang, “Optimal Distributed Broadcasting with Per-neighbor Queues in Acyclic Overlay Networks with Arbitrary Underlay Capacity Constraints”, in Proceedings of 2013 IEEE International Symposium on Information Theory (ISIT 2013), Istanbul, Turkey, July 7 - 12, 2013. [PDF]
H. Hou, K. W. Shum, M. Chen, and H. Li, “BASIC Regenerating Code: Binary Addition and Shift for Exact Repair”, in Proceedings of 2013 IEEE International Symposium on Information Theory (ISIT 2013), Istanbul, Turkey, July 7 - 12, 2013. [PDF]
L. Lu*, J. Tu*, C. Chau, M. Chen, and X. Lin, “Online Energy Generation Scheduling for Microgrids with Intermittent Energy Sources and Co-Generation”, in Proceedings of ACM SIGMETRICS, Pittsburgh, PA, US, June 17 - 21, 2013. [PDF] Also available as a technical report. [PDF] (The first two authors are in alphabetical order.)
P. Che, M. Chen, T. Ho, S. Jaggi, and M. Langberg, “Routing for Security in Networks with Adversarial Nodes”, in Proceedings of International Symposium on Network Coding (NetCod 2013), Calgary, Canada, June 7 - 9, 2013. [ final version to be available ] (The authors are in alphabetical order.)
J. Tu, L. Lu, M. Chen, and R. K. Sitaraman, “Dynamic Provisioning in Next-Generation Data Centers with On-Site Power Production”, in Proceedings of the fourth International Conference on Future Energy Systems (ACM e-Energy), Berkeley, CA, US, May 22 - 24, 2013. [PDF]
J. Ye, H. Cheng, Z. Zhu, and M. Chen, “Predicting Positive and Negative Links in Signed Social Networks by Transfer Learning”, in Proceedings of the 22nd International World Wide Web Conference (WWW 2013), Rio de Janeiro, Brazil, May 13 - 17, 2013. [PDF]
Z. Shao, X. Jin, W. Jiang, M. Chen, and M. Chiang, “Intra-Data-Center Traffic Engineering with Ensemble Routing”, in Proceedings of IEEE INFOCOM, Torino, Italy, Apr. 14 - 19, 2013. [PDF]
L. Zhang, C. Wu, Z. Li, C. Guo, M. Chen, and F. Lau, “Move Big Data to the Cloud”, in Proceedings of IEEE INFOCOM (mini-conference), Torino, Italy, Apr. 14 - 19, 2013. [PDF]
S. Mehrotra, H. Chen, S. Jain, J. Li, B. Li, and M. Chen, “Bandwidth Management for Mobile Media Delivery”, in Proceedings of IEEE Global Communications Conference (GLOBECOM 2012), Anaheim, California, USA, December 3 - 7, 2012. [PDF]
Z. Wang, L. Sun, X. Chen, W. Zhu, J. Liu, M. Chen, and S. Yang, “Propagation-Based Social-Aware Replication for Social Video Contents”, in Proceedings of ACM Multimedia 2012, Nara, Japan, Oct. 29 - Nov. 2, 2012. [PDF]
Best Paper Award.
K. Lee, H. Zhang, Z. Shao, M. Chen, A. Parekh and K. Ramchandran, “An Optimized Distributed Video-on-Demand Streaming System: Theory and Design”, (invited), in Proceedings of the 50th Annual Allerton Conference on Communication, Control,
and Computing (Allerton 2012), Urbana, Illinois, USA, October 1 - 5, 2012. [PDF]
M. Bakshi, S. Jaggi, S. Cai, and M. Chen, “SHO-FA: Robust compressive sensing with order-optimal complexity, measurements, and bits”, in Proceedings of the 50th Annual Allerton Conference on Communication, Control,
and Computing (Allerton 2012), Urbana, Illinois, USA, October 1 - 5, 2012.
[PDF]
S. Agnihotri, S. Jaggi, and M. Chen, “Analog Network Coding in General SNR Regime: Performance of Network Simplification”, in Proceedings of IEEE Information Theory Workshop 2012, Lausanne, Switzerland, September 3 - 7, 2012. [PDF]
K. Lam, C. Chau, M. Chen, and S. Liew, “Mixing Time and Temporal Starvation of General CSMA Networks with Multiple Frequency Agility”, in Proceedings of 2012 IEEE International Symposium on Information Theory (ISIT 2012), Cambridge, MA, USA, July 1 - 6, 2012. [PDF]
S. Agnihotri, S. Jaggi, and M. Chen, “Analog Network Coding in General SNR Regime”, in Proceedings of 2012 IEEE International Symposium on Information Theory (ISIT 2012), Cambridge, MA, USA, July 1 - 6, 2012. [PDF]
S. Agnihotri, S. Jaggi, and M. Chen, “Analog Network Coding in General SNR Regime: Performance of A Greedy Scheme”, in Proceedings of International Symposium on Network Coding 2012 (NetCod 2012), Cambridge, MA, USA, June 29 - 30, 2012. [PDF]
C. Chau, J. Zhang, M. Chen, and S. Liew, “Interference-safe CSMA Networks by Local Aggregate Interference Power Measurement”, in Proceedings of the 10th International Symposium of Modeling and Optimization of Mobile, Ad Hoc, and Wireless Networks (WiOpt 2012), Paderborn, Germany, May 14 - 18, 2012. [PDF]
T. Lu and M. Chen, “Simple and Effective Dynamic Provisioning for Power-Proportional Data Centers”, (invited), in Proceedings of the 46th Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, US, March 21 - 23, 2012. [PDF] Also available as technical report. [PDF]
Z. Shao, H. Zhang, M. Chen, and K. Ramchandran, “Reverse-Engineering BitTorrent: A Markov Approximation Perspective”, in Proceedings of IEEE INFOCOM (mini-conference), Orlando, Florida, USA, Mar. 25 - 30, 2012. [PDF]
W. Jiang, T. Lan, S. Ha, M. Chen, and M. Chiang, “Joint VM Placement and Routing for Data Center Traffic Engineering”, in Proceedings of IEEE INFOCOM (mini-conference), Orlando, Florida, USA, Mar. 25 - 30, 2012. [PDF]
F. Wang, J. Liu, and M. Chen, “CALMS: Migration towards Cloud-Assisted Live Media Streaming”, in Proceedings of IEEE INFOCOM, Orlando, Florida, USA, Mar. 25 - 30, 2012. [PDF]
X. Chen, M. Chen, B. Li, Y. Zhao, Y. Wu, and J. Li, “Celerity: A Low Delay Multiparty Conferencing Solution”, in Proceedings of ACM Multimedia 2011, Scottsdale, Arizona, USA, Nov. 28 - Dec. 1, 2011. [PDF] Also available as technical report. [PDF]
S. Agnihotri, S. Jaggi, and M. Chen, “Amplify-and-Forward in Wireless Relay Networks”, Proceedings of IEEE Information Theory Workshop 2011, Paraty, Brazil, Oct. 16-20, 2011. [PDF]
Z. Shao, M. Chen, and S. Li, “Distributed Optimization for Combinatorial Coding Subgraph Selection Problems”, in Proceedings of the 2011 International Symposium on Network Coding (NetCod 2011), Beijing, China, July 25-27, 2011. [PDF]
M. Johnson, M. Chen, and K. Ramchandran, “On the Role of Network Coding in Uncoordinated Multihop Content Distribution over Ad Hoc Networks”, in Proceedings of the 2011 International Symposium on Network Coding (NetCod 2011), Beijing, China, July 25-27, 2011. [PDF]
H. Zhang, Z. Shao, M. Chen, and K. Ramchandran, “Optimal Neighbor Selection in BitTorrent-like Peer-to-Peer Networks”, in Proceedings of ACM SIGMETRICS, San Jose, CA, US, June 7-11, 2011. (poster paper) [PDF]
W. Chen, Y. Wang, M. Chen, and S. Liew, “On the Performance of TCP over Throughput-Optimal CSMA”, in Proceedings of the 18th ACM/IEEE International Workshop on Quality of Service (IWQoS 2011), San Jose, CA, US, June 6-7, 2011. [PDF]
X. Chen, M. Chen, B. Li, Y. Zhao, Y. Wu, and J. Li, “Celerity: Towards Low Delay Multiparty Conferencing over Arbitrary Network Topologies”, in Proceedings of the 21th International Workshop on Network and Operating Systems Support for Digital Audio and Video (ACM NOSSDAV 2011), Vancouver, Canada, June 2-3, 2011. [PDF]
H. Yao, S. Jaggi, M. Chen, and T. Ho, “Network reed-solomon codes: Efficient byzantine adversary localization”, (invited), in Proceedings of the 44th Annual Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, US, November 7-10, 2010. [PDF]
S. Zhang, Z. Shao, and M. Chen, “Optimal Distributed P2P Streaming under Node Degree Bounds”, in Proceedings of the 18th IEEE International Conference on Network Protocols (ICNP 2010), Kyoto, Japan, Oct. 5 - 8, 2010. [PDF]. Also available as technical report. [PDF]
S. Liu, M. Chen, S. Sengupta, M. Chiang, J. Li, and P. A. Chou, “Peer-to-Peer Streaming Capacity under Node Degree Bound”, Proceedings of the 30th International Conference on Distributed Computing Systems (ICDCS 2010), Genoa, Italy, June 21-25, 2010. [PDF]
J. W. Jiang, S. Zhang, M. Chen, and M. Chiang, “Minimizing Streaming Delay in Homogeneous
Peer-to-Peer Networks”, Proceedings of 2010 IEEE International Symposium on Information Theory (ISIT 2010), Austin, TX, USA, June 13-18, 2010. [PDF]
M. Chen, S. Liew, Z. Shao, and C. Kai, “Markov Approximation for Combinatorial Network Optimization”, Proceedings of IEEE INFOCOM
2010, San Diego, CA, US, March, 2010. [PDF]. Also available as technical report. [PDF]
Y. Li, H. Yao, M. Chen, S. Jaggi, and A. Rosen, “RIPPLE Authentication for Network Coding”, Proceedings of IEEE INFOCOM
2010, San Diego, CA, US, March, 2010. [PDF].
H. Yao, S. Jaggi, and M. Chen, “Network Coding Tomography
for Network Failures”, Proceedings of IEEE INFOCOM (mini-conference)
2010, San Diego, CA, US, March, 2010. [PDF]. Also available as technical report. [PDF]
Z. Shao, M. Chen, A. S. Avestimehr, and S. Li, “Cross-layer Optimization for Wireless Networks with Deterministic Channel”, Proceedings of IEEE INFOCOM (mini-conference)
2010, San Diego, CA, US, March, 2010. [PDF].
X. Zhang, L. Chen, J. Huang, M. Chen, and Y. Zhao,
“Distributed and Optimal Reduced Primal-Dual Algorithm for
Uplink OFDM Resource Allocation”, (invited), Proceedings of the 48th IEEE Conference on Decision and Control (CDC 2009), Shanghai, China, December 16-18, 2009. [PDF]
H. Zhang, J. Wang, M. Chen, and K. Ramchandran, “Scaling Peer-to-Peer Video-on-Demand Systems Using Helpers,” Proceedings of ICIP 2009, Cairo, Egypt, November 7-11, 2009. [PDF]
M. Chen, M. Chiang, P. A. Chou, J. Li, S. Liu, and S. Sengupta, “Peer-to-Peer Streaming Capacity: Survey and Recent Results”, (invited), Proceedings of the 47th Annual Allerton Conference on Communication, Control,
and Computing (Allerton 2009), Urbana, Illinois, USA, September 30 - October 2, 2009. [PDF] (author names are in alphabetical order.)
C. Chau, M. Chen, and S. Liew, “Capacity of Large Scale CSMA
Wireless Networks”, Proceedings of ACM MobiCom, Beijing, China,
September 20-25, 2009. [PDF]
X. Xiao, Y. Tao, and M. Chen, “Optimal Random Perturbation
at Multiple Privacy Levels”, Proceedings of the 35th
International Conference on Very Large Data Bases (VLDB 2009),
Lyon, France, Aug. 24-28, 2009. [PDF]
M. Ponec, S. Sengupta, M. Chen, J. Li, and P. A. Chou,
“Multi-rate Peer-to-Peer Video Conferencing: A Distributed
Approach using Scalable Coding”, (plenary paper), Proceedings of
2009 IEEE International Conference on Multimedia & Expo (ICME
2009), New York, NY, USA, June 30 - July 2, 2009.
[PDF] Also available as technical report. [PDF]
Best Paper Award.
T. Li, Minghua Chen, D. Chiu, and M. Chen, “Queuing Models
for Peer-to-peer Systems”, Proceedings of the 8th International
Workshop on Peer-to-Peer Systems (IPTPS 2009), Boston, MA, USA,
April 21, 2009. [PDF]
S. Sengupta, M. Chen, P. A. Chou, and J. Li, “On
Optimality of Routing for Multi-source Multicast Communication
Scenarios with Node Uplink Constraints”, Proceedings of 2008
IEEE International Symposium on Information Theory (ISIT 2008),
Toronto, Ontario, Canada, July 6-11, 2008.
[PDF]
M. Chen, M. Ponec, S. Sengupta, J. Li, and P. A. Chou,
“Utility Maximization in Peer-to-peer Systems”, Proceedings of
ACM SIGMETRICS, Annapolis, Maryland, USA, June 2-6, 2008.
[PDF] (full version is
here.)
P. A. Chou, S. Sengupta, M. Chen, and J. Li, “Packing multicast trees”, Workshop on Modeling and Analysis of Computer and Communication Systems, May 2008.
M. Chen, S. Sengupta, M. Ponec, P. A. Chou, and J. Li,
“Peer-to-peer Utility Maximization”, (invited), Proceedings of
CISS 2008, Princeton, NJ, USA, March 2008.
[PDF]
M. Chen and J. Huang, “Optimal Resource Allocation for
OFDM Uplink Communication: A Primal-Dual Approach”, (invited),
Proceedings of CISS 2008, Princeton, NJ, USA, March 2008.
[PDF]
Y. Li and M. Chen, “Privacy Preserving Joins”, Proceedings
of 2008 IEEE International Conference on Data Engineering (ICDE
08), Cancún, México, April 7-12, 2008. (poster
paper) [PDF] (tech. report is
here.)
M. Chen, Z. Liu, L. He, P. Chou, and Z. Zhang,
“Energy-Based Position Estimation Of Microphones And Speakers
For Ad Hoc Microphone Arrays”, Proceedings of 2007 IEEE Workshop
on Applications of Signal Processing to Audio and Acoustics
(WASPAA 07), New Paltz, NY, October 21-24, 2007.
[PDF]
C. Huang, J. Li, and M. Chen, “On Optimizing XOR-Based
Codes for Fault-Tolerant Storage Applications”, Proceedings of
IEEE Information Theory Workshop 2007, Lake Tahoe, CA, September
2007. [PDF]
C. Huang, M. Chen, and J. Li, “Pyramid Codes: Flexible
Schemes to Trade Space for Access Efficiency in Reliable Data
Storage Systems”, Proceedings of IEEE International Symposium on
Network Computing and Applications (NCA 2007), Cambridge, MA,
July 2007. [PDF]
M. Chen, C. Huang, and J. Li, “On the Maximally
Recoverable Property for Multi-Protection Group Codes”,
Proceedings of 2007 IEEE International Symposium on Information
Theory (ISIT 2007) , Nice, France, June 2007.
[PDF]
A. Abate, M. Chen and S. Sastry, “Analysis of an
Implementable Application Layer Scheme for Flow Control over
Wireless Networks”, Proceedings of the 17th International
Symposium on Mathematical Theory of Networks and Systems, 2006.
[PDF]
M. Chen and G. Ayalvadi, “A compact routing protocol for
ad-hoc networks”, Proceedings of Second Workshop on Spatial
Stochastic Modeling of Wireless Networks, 2006.
[PDF]
M. Chen and A. Zakhor, “Flow Control over Wireless Network
and Application Layer Implementation”, Proceedings of IEEE INFOCOM
2006, Barcelona, Spain, April, 2006.
[PDF]
M. Chen and A. Zakhor, “AIO-TFRC: A light-weighted rate
control scheme for streaming over wireless”, (invited),
Proceedings of the IEEE WirelessCom 2005, Maui, Hawaii, June,
2005. [PDF]
Best Paper Award Runner-up.
W. Zhang, S. S. Cheung, and M. Chen, “Hiding Privacy
Information In Video Surveillance System”, Proceedings of ICIP
2005, Genova, Italy, September 11-14, 2005.
[PDF]
A. Abate, M. Chen, S. Sastry, “New Congestion Control
Schemes over Wireless Networks: Delay Sensitivity Analysis and
Simulations”, Proceedings of the 16th IFAC World Congress,
Prague, 2005. [PDF] (tech. report
is here.)
M. Chen, A. Abate, S. Sastry, “New Congestion Control
Schemes over Wireless Networks: Stability Analysis”, Proceedings
of the 16th IFAC World Congress, Prague, 2005.
[PDF] (tech. report is
here.)
M. Chen and A. Zakhor, “Transmission Protocols for
Streaming Video over Wireless”, (invited), Proceedings of ICIP
2004, Singapore, October, 2004, pp. 1743-1746.
[PDF] (Note: this is a short version of
the INFOCOM 04 paper with video streaming related simulations,
to present the content to video community.)
M. Chen and A. Zakhor, “Rate Control for Streaming Video
over Wireless”, Proceedings of IEEE INFOCOM 2004, Hongkong, China,
March, 2004, pp. 1181-1190. [PDF]
M. Chen and Y. He, “A synchronous fragile watermarking
scheme for erroneous Q-DCT coefficients detection”, Proceedings
of IEEE Pacific-Rim Conference on Multimedia 2001, Beijing,
2001, pp. 812-818. [PDF]
M. Chen, Y. He and R. L. Lagendijk, “Error detection by
fragile watermarking”, Proceedings of Picture Coding Symposium
2001, Seoul, April, 2001, pp. 287-290. [PDF]
Thesis
“A General Framework for Flow Control in Wireless
Networks”, PhD Dissertation, U.C. Berkeley, 2006.
[PDF]
Eli Jury Award, EECS Department, U.C.
Berkeley, 2007.
“Fragile Digital Watermark Based Error Detection
Technique” (in Chinese), Master thesis, Tsinghua University,
Beijing, China, June 2001. [PDF]
Tutorials and Opinion Articles
M. Chen and S. H. Low, “Machine Learning for Solving Optimal Power Flow Problems”, tutorial at IEEE SmartGridComm, October 31 - November 3, Glasgow, Scotland, 2023.
M. Chen and S. H. Low, “Machine Learning for Solving Optimal Power Flow Problems”, tutorial at ACM SIGMETRICS / IFIP Performance, Mumbai, India, June 6-10, 2022.
M. Chen and S. Sengupta, “Beyond File Sharing: Recent Technologies and Trends in Peer-to-peer Systems”, tutorial at ACM SIGMETRICS 2010, New York, USA, June 2010 [PDF]
H. Zhang, K. Ramchandran, and M. Chen, “Scaling P2P Content Delivery Systems Reliably by Exploiting Unreliable System
Resources”, (invited position paper), IEEE MMTC E-Letter, December, 2009
Presentations
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