| 2025 | AAAI | Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation. | Jinda Xu, Yuhao Song, Daming Wang, Weiwei Zhao, Minghua Chen, Kangliang Chen, Qinya Li |
| 2025 | ICML | Efficient Bisection Projection to Ensure Neural-Network Solution Feasibility for Optimization over General Set. | Enming Liang, Minghua Chen |
| 2025 | INFOCOM | Optimizing Freshness of Machine Learning Model: A Timing (Multi-Armed) Bandit Approach. | Qiulin Lin, Liyuan Wang, Junyan Su, Minghua Chen |
| 2024 | ICLR | Generative Learning for Financial Time Series with Irregular and Scale-Invariant Patterns. | Hongbin Huang, Minghua Chen, Xiao Qiao |
| 2024 | ICLR | Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping. | Enming Liang, Minghua Chen |
| 2024 | ICML | ReLU Network with Width d+O(1) Can Achieve Optimal Approximation Rate. | Chenghao Liu, Minghua Chen |
| 2024 | ICML | Characterizing ResNet's Universal Approximation Capability. | Chenghao Liu, Enming Liang, Minghua Chen |
| 2024 | INFOCOM | Competitive Online Age-of-Information Optimization for Energy Harvesting Systems. | Qiulin Lin, Junyan Su, Minghua Chen |
| 2023 | ASPLOS | LEGO: Empowering Chip-Level Functionality Plug-and-Play for Next-Generation IoT Devices. | Chong Zhang, Songfan Li, Yihang Song, Qianhe Meng, Minghua Chen, Yanxu Bai, Li Lu, Hongzi Zhu |
| 2023 | ICLR | Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints. | Tianyu Zhao, Xiang Pan, Minghua Chen, Steven H. Low |
| 2023 | ICML | Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set. | Enming Liang, Minghua Chen, Steven H. Low |
| 2022 | NSDI | Passive DSSS: Empowering the Downlink Communication for Backscatter Systems. | Songfan Li, Hui Zheng, Chong Zhang, Yihang Song, Shen Yang, Minghua Chen, Li Lu, Mo Li |
| 2022 | SIGMETRICS | Competitive Online Optimization with Multiple Inventories: A Divide-and-Conquer Approach. | Qiulin Lin, Yanfang Mo, Junyan Su, Minghua Chen |
| 2021 | INFOCOM | Optimal Peak-Minimizing Online Algorithms for Large-Load Users with Energy Storage. | Yanfang Mo, Qiulin Lin, Minghua Chen, Si-Zhao Joe Qin |
| 2021 | SENSYS | Energy efficient timely transportation: a comparative study of internal combustion trucks and electric trucks. | Junyan Su, Minghua Chen, Haibo Zeng |
| 2020 | INFOCOM | Cost Minimization in Multi-Path Communication under Throughput and Maximum Delay Constraints. | Qingyu Liu, Haibo Zeng, Minghua Chen, Lingjia Liu |
| 2020 | SENSYS | Minimizing Emission for Timely Truck Transportation with Adaptive Fuel Injection. | Runzhi Zhou, Qingyu Liu, Wenjie Xu, Minghua Chen, Haibo Zeng |
| 2019 | INFOCOM | Balancing Cost and Dissatisfaction in Online EV Charging under Real-time Pricing. | Hanling Yi, Qiulin Lin, Minghua Chen |
| 2019 | MOBIHOC | A Probabilistic Approach for Demand-Aware Ride-Sharing Optimization. | Qiulin Lin, Wenjie Xu, Minghua Chen, Xiaojun Lin |
| 2019 | MOBIHOC | Minimizing Age-of-Information with Throughput Requirements in Multi-Path Network Communication. | Qingyu Liu, Haibo Zeng, Minghua Chen |
| 2019 | MOBIHOC | Network Utility Maximization under Maximum Delay Constraints and Throughput Requirements. | Qingyu Liu, Haibo Zeng, Minghua Chen |
| 2019 | SENSYS | Path and Speed Planning Online Platform for Energy-Efficient Timely Truck Transportation. | Yaowei Long, Zidong Wu, Hongyi Liu, Titing Cui, Wenjie Xu, Minghua Chen |
| 2019 | SENSYS | Ride the Tide of Traffic Conditions: Opportunistic Driving Improves Energy Efficiency of Timely Truck Transportation. | Wenjie Xu, Qingyu Liu, Minghua Chen, Haibo Zeng |
| 2019 | SIGMETRICS | Competitive Online Optimization under Inventory Constraints. | Qiulin Lin, Hanling Yi, John Z. F. Pang, Minghua Chen, Adam Wierman, Michael L. Honig, Yuanzhang Xiao |
| 2018 | INFOCOM | Optimal Demand-Aware Ride-Sharing Routing. | Qiulin Lin, Lei Deng, Jingzhou Sun, Minghua Chen |
| 2018 | INFOCOM | A Tale of Two Metrics in Network Delay Optimization. | Qingyu Liu, Lei Deng, Haibo Zeng, Minghua Chen |
| 2018 | INFOCOM | Robust Multi-stage Power Grid Operations with Energy Storage. | Yihan Zou, Xiaojun Lin, Dionysios Aliprantis, Minghua Chen |
| 2017 | ICDCS | Reducing Cellular Signaling Traffic for Heartbeat Messages via Energy-Efficient D2D Forwarding. | Yanqi Jin, Fangming Liu, Xiaomeng Yi, Minghua Chen |
| 2017 | INFOCOM | Joint bidding and geographical load balancing for datacenters: Is uncertainty a blessing or a curse? | Ying Zhang, Lei Deng, Minghua Chen, Peijian Wang |
| 2017 | ITW | On the min-max-delay problem: NP-completeness, algorithm, and integrality gap. | Qingyu Liu, Lei Deng, Haibo Zeng, Minghua Chen |
| 2017 | MOBIHOC | Learning-aided Stochastic Network Optimization with Imperfect State Prediction. | Longbo Huang, Minghua Chen, Yunxin Liu |
| 2017 | SIGMETRICS | Hour-Ahead Offering Strategies in Electricity Market for Power Producers with Storage and Intermittent Supply. | Lin Yang, Mohammad Hassan Hajiesmaili, Hanling Yi, Minghua Chen |
| 2016 | CISS | Second Chance works out better: Saving more for data center operator in open energy market. | Peijian Wang, Ying Zhang, Lei Deng, Minghua Chen, Xue Liu |
| 2016 | INFOCOM | Timely wireless flows with arbitrary traffic patterns: Capacity region and scheduling algorithms. | Lei Deng, Chih-Chun Wang, Minghua Chen, Shizhen Zhao |
| 2016 | INFOCOM | Online multi-stage decisions for robust power-grid operations under high renewable uncertainty. | Shizhen Zhao, Xiaojun Lin, Dionysios Aliprantis, Hugo N. Villegas, Minghua Chen |
| 2016 | ISIT | On coding capacity of delay-constrained network information flow: An algebraic approach. | Minghua Chen, Ye Tian, Chih-Chun Wang |
| 2015 | ICDCS | Cost-Effective Low-Delay Cloud Video Conferencing. | Mohammad Hassan Hajiesmaili, Lok To Mak, Zhi Wang, Chuan Wu, Minghua Chen, Ahmad Khonsari |
| 2015 | INFOCOM | Boosting indoor white space identification by exploiting the substructure of unexplored data. | Yu Chen, Jincheng Zhang, Lichao Yan, Minghua Chen |
| 2015 | INFOCOM | WINET: Indoor white space network design. | Jincheng Zhang, Wenjie Zhang, Minghua Chen, Zhi Wang |
| 2015 | INFOCOM | Peak-minimizing online EV charging: Price-of-uncertainty and algorithm robustification. | Shizhen Zhao, Xiaojun Lin, Minghua Chen |
| 2015 | MASS | Device-to-Device Load Balancing for Cellular Networks. | Lei Deng, Ying Zhang, Minghua Chen, Zongpeng Li, Jack Y. B. Lee, Ying Jun Zhang, Lingyang Song |
| 2014 | COMSNETS | FRANTIC: A Fast Reference-based Algorithm for Network Tomography via compressive sensing. | Sheng Cai, Mayank Bakshi, Sidharth Jaggi, Minghua Chen |
| 2014 | DAC | A Cost Efficient Online Algorithm for Automotive Idling Reduction. | Chuansheng Dong, Haibo Zeng, Minghua Chen |
| 2014 | GLOBECOM | New MDS array code correcting multiple disk failures. | Hanxu Hou, Kenneth W. Shum, Minghua Chen, Hui Li |
| 2014 | INFOCOM | Online algorithms for uploading deferrable big data to the cloud. | Linquan Zhang, Zongpeng Li, Chuan Wu, Minghua Chen |
| 2014 | ISIT | SUPER: Sparse signals with unknown phases efficiently recovered. | Sheng Cai, Mayank Bakshi, Sidharth Jaggi, Minghua Chen |
| 2014 | ISIT | Regenerating codes over a binary cyclic code. | Kenneth W. Shum, Hanxu Hou, Minghua Chen, Huanle Xu, Hui Li |
| 2014 | ISIT | Sending perishable information: Coding improves delay-constrained throughput even for single unicast. | Chih-Chun Wang, Minghua Chen |
| 2014 | MOBIHOC | When backpressure meets predictive scheduling. | Longbo Huang, Shaoquan Zhang, Minghua Chen, Xin Liu |
| 2014 | MOBIHOC | Energy efficient multipath TCP for mobile devices. | Qiuyu Peng, Minghua Chen, Anwar Walid, Steven H. Low |
| 2014 | SIGMETRICS | Effect of proactive serving on user delay reduction in service systems. | Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu |
| 2013 | INFOCOM | Intra-data-center traffic engineering with ensemble routing. | Ziyu Shao, Xin Jin, Wenjie Jiang, Minghua Chen, Mung Chiang |
| 2013 | INFOCOM | Moving big data to the cloud. | Linquan Zhang, Chuan Wu, Zongpeng Li, Chuanxiong Guo, Minghua Chen, Francis C. M. Lau |
| 2013 | ISIT | BASIC regenerating code: Binary addition and shift for exact repair. | Hanxu Hou, Kenneth W. Shum, Minghua Chen, Hui Li |
| 2013 | ISIT | Optimal distributed broadcasting with per-neighbor queues in acyclic overlay networks with arbitrary underlay capacity constraints. | Shaoquan Zhang, Minghua Chen, Zongpeng Li, Longbo Huang |
| 2013 | MOBICOM | Exploring indoor white spaces in metropolises. | Xuhang Ying, Jincheng Zhang, Lichao Yan, Guanglin Zhang, Minghua Chen, Ranveer Chandra |
| 2013 | WWW | Predicting positive and negative links in signed social networks by transfer learning. | Jihang Ye, Hong Cheng, Zhe Zhu, Minghua Chen |
| 2013 | SIGMETRICS | Online energy generation scheduling for microgrids with intermittent energy sources and co-generation. | Lian Lu, Jinlong Tu, Chi-Kin Chau, Minghua Chen, Xiaojun Lin |
| 2012 | CISS | Simple and effective dynamic provisioning for power-proportional data centers. | Tan Lu, Minghua Chen |
| 2012 | GLOBECOM | Bandwidth management for mobile media delivery. | Sanjeev Mehrotra, Hua Chen, Sourabh Jain, Jin Li, Baochun Li, Minghua Chen |
| 2012 | INFOCOM | Joint VM placement and routing for data center traffic engineering. | Joe Wenjie Jiang, Tian Lan, Sangtae Ha, Minghua Chen, Mung Chiang |
| 2012 | INFOCOM | Reverse-engineering BitTorrent: A Markov approximation perspective. | Ziyu Shao, Hao Zhang, Minghua Chen, Kannan Ramchandran |
| 2012 | INFOCOM | CALMS: Cloud-assisted live media streaming for globalized demands with time/region diversities. | Feng Wang, Jiangchuan Liu, Minghua Chen |
| 2012 | ISIT | Analog network coding in general SNR regime. | Samar Agnihotri, Sidharth Jaggi, Minghua Chen |
| 2012 | ISIT | Mixing time and temporal starvation of general CSMA networks with multiple frequency agility. | Ka-Kit Lam, Chi-Kin Chau, Minghua Chen, Soung Chang Liew |
| 2012 | ITW | Analog network coding in general SNR regime: Performance of network simplification. | Samar Agnihotri, Sidharth Jaggi, Minghua Chen |
| 2012 | WiOpt | Interference-safe CSMA networks by local aggregate interference power measurement. | Chi-Kin Chau, JiaLiang Zhang, Minghua Chen, Soung Chang Liew |
| 2011 | ITW | Amplify-and-forward in wireless relay networks. | Samar Agnihotri, Sidharth Jaggi, Minghua Chen |
| 2011 | IWQoS | On the performance of TCP over throughput-optimal CSMA. | Wei Chen, Yue Wang, Minghua Chen, Soung Chang Liew |
| 2011 | NOSSDAV | Celerity: towards low-delay multi-party conferencing over arbitrary network topologies. | Xiangwen Chen, Minghua Chen, Baochun Li, Yao Zhao, Yunnan Wu, Jin Li |
| 2011 | SIGMETRICS | Optimal neighbor selection in BitTorrent-like peer-to-peer networks. | Hao Zhang, Ziyu Shao, Minghua Chen, Kannan Ramchandran |
| 2010 | ICDCS | P2P Streaming Capacity under Node Degree Bound. | Shao Liu, Minghua Chen, Sudipta Sengupta, Mung Chiang, Jin Li, Philip A. Chou |
| 2010 | ICNP | Optimal distributed P2P streaming under node degree bounds. | Shaoquan Zhang, Ziyu Shao, Minghua Chen |
| 2010 | INFOCOM | Markov Approximation for Combinatorial Network Optimization. | Minghua Chen, Soung Chang Liew, Ziyu Shao, Caihong Kai |
| 2010 | INFOCOM | RIPPLE Authentication for Network Coding. | Yaping Li, Hongyi Yao, Minghua Chen, Sidharth Jaggi, Alon Rosen |
| 2010 | INFOCOM | Cross-layer Optimization for Wireless Networks with Deterministic Channel Models. | Ziyu Shao, Minghua Chen, Amir Salman Avestimehr, Shuo-Yen Robert Li |
| 2010 | INFOCOM | Network Coding Tomography for Network Failures. | Hongyi Yao, Sidharth Jaggi, Minghua Chen |
| 2010 | ISIT | Minimizing streaming delay in homogeneous peer-to-peer networks. | Joe Wenjie Jiang, Shaoquan Zhang, Minghua Chen, Mung Chiang |
| 2009 | ICIP | Scaling Peer-to-Peer Video-on-Demand systems using helpers. | Hao Zhang, Jiajun Wang, Minghua Chen, Kannan Ramchandran |
| 2009 | MOBICOM | Capacity of large-scale CSMA wireless networks. | Chi-Kin Chau, Minghua Chen, Soung Chang Liew |
| 2008 | CISS | Optimal resource allocation for OFDM uplink communication: A primal-dual approach. | Minghua Chen, Jianwei Huang |
| 2008 | CISS | Peer-to-Peer utility maximization. | Minghua Chen, Sudipta Sengupta, Miroslav Ponec, Philip A. Chou, Jin Li |
| 2008 | ICDE | Privacy Preserving Joins. | Yaping Li, Minghua Chen |
| 2008 | ISIT | On optimality of routing for multi-source multicast communication scenarios with node uplink constraints. | Sudipta Sengupta, Minghua Chen, Philip A. Chou, Jin Li |
| 2008 | SIGMETRICS | Utility maximization in peer-to-peer systems. | Minghua Chen, Miroslav Ponec, Sudipta Sengupta, Jin Li, Philip A. Chou |
| 2007 | ISIT | On the Maximally Recoverable Property for Multi-Protection Group Codes. | Minghua Chen, Cheng Huang, Jin Li |
| 2007 | NCA | Pyramid Codes: Flexible Schemes to Trade Space for Access Efficiency in Reliable Data Storage Systems. | Cheng Huang, Minghua Chen, Jin Li |
| 2006 | INFOCOM | Flow Control Over Wireless Network and Application Layer Implementation. | Minghua Chen, Avideh Zakhor |
| 2005 | ICIP | Hiding privacy information in video surveillance system. | Wei Zhang, Sen-Ching S. Cheung, Minghua Chen |
| 2004 | ICIP | Transmission protocols for streaming video over wireless. | Minghua Chen, Avideh Zakhor |
| 2004 | INFOCOM | Rate Control for Streaming Video over Wireless. | Minghua Chen, Avideh Zakhor |
| 2004 | PDCAT | Soft-Computing-Based Virtual Topology Design Methods in IP/DWDM Optical Internet. | Xingwei Wang, Minghua Chen, Min Huang, Xiao Wendong |
| 1990 | ICPR | Some results on feature detection using residual analysis. | Minghua Chen, David Lee, Theo Pavlidis |