Minghua Chen

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 110

Top Venues

CoRR

e-Energy

INFOCOM

IEEE/ACM Trans. Netw.

Publications

Enming Liang, Minghua Chen
Generative Learning for Solving Non-Convex Problem with Multi-Valued Input-Solution Mapping. ICLR (2024)
Qiulin Lin, Junyan Su, Minghua Chen
Competitive Online Age-of-Information Optimization for Energy Harvesting Systems. INFOCOM (2024)
Junyan Su, Qiulin Lin, Minghua Chen, Haibo Zeng
Minimizing Carbon Footprint for Timely E-Truck Transportation: Hardness and Approximation Algorithm. CDC (2023)
Junyan Su, Qiulin Lin, Minghua Chen, Haibo Zeng
Minimizing Carbon Footprint for Timely E-Truck Transportation: Hardness and Approximation Algorithm. CoRR (2023)
Tianyu Zhao, Xiang Pan, Minghua Chen, Steven H. Low
Ensuring DNN Solution Feasibility for Optimization Problems with Linear Constraints. ICLR (2023)
Junyan Su, Qiulin Lin, Minghua Chen
Follow the Sun and Go with the Wind: Carbon Footprint Optimized Timely E-Truck Transportation. e-Energy (2023)
Xiang Pan, Minghua Chen, Tianyu Zhao, Steven H. Low
DeepOPF: A Feasibility-Optimized Deep Neural Network Approach for AC Optimal Power Flow Problems. IEEE Syst. J. 17 (1) (2023)
Xiang Pan, Wanjun Huang, Minghua Chen, Steven H. Low
DeepOPF-AL: Augmented Learning for Solving AC-OPF Problems with a Multi-Valued Load-Solution Mapping. e-Energy (2023)
Wenjie Xu, Titing Cui, Minghua Chen
Optimizing Two-Truck Platooning With Deadlines. IEEE Trans. Intell. Transp. Syst. 24 (1) (2023)
Wenjie Xu, Qingyu Liu, Minghua Chen, Haibo Zeng
Ride the Tide of Traffic Conditions: Opportunistic Driving Improves Energy Efficiency of Timely Truck Transportation. IEEE Trans. Intell. Transp. Syst. 24 (5) (2023)
Enming Liang, Minghua Chen, Steven H. Low
Low Complexity Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Optimization over (Non-)Convex Set. ICML (2023)
Xiang Pan, Wanjun Huang, Minghua Chen, Steven H. Low
DeepOPF-AL: Augmented Learning for Solving AC-OPF Problems with Multiple Load-Solution Mappings. CoRR (2022)
Qiulin Lin, Yanfang Mo, Junyan Su, Minghua Chen
Competitive Online Optimization with Multiple Inventories: A Divide-and-Conquer Approach. Proc. ACM Meas. Anal. Comput. Syst. 6 (2) (2022)
Ali Menati, Sid Chi-Kin Chau, Minghua Chen
Competitive Prediction-Aware Online Algorithms for Energy Generation Scheduling in Microgrids. CoRR (2022)
Qiulin Lin, Hanling Yi, Minghua Chen
Minimizing Cost-Plus-Dissatisfaction in Online EV Charging Under Real-Time Pricing. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Yihan Zou, Xiaojun Lin, Dionysios Aliprantis, Minghua Chen
Virtual Generator-Storage Pairing for Robust Multistage Decisions in Power Systems. IEEE Syst. J. 16 (4) (2022)
Wenjie Xu, Titing Cui, Minghua Chen
Optimizing Two-Truck Platooning with Deadlines. CoRR (2022)
Qingyu Liu, Haibo Zeng, Minghua Chen
Minimizing AoI With Throughput Requirements in Multi-Path Network Communication. IEEE/ACM Trans. Netw. 30 (3) (2022)
Sid Chi-Kin Chau, David Irwin, Minghua Chen, Gopal Ramchurn
Guest Editorial: Special Section on Intersection of Computing and Communication Technologies With Energy Systems. IEEE Trans. Sustain. Comput. 7 (3) (2022)
Tianyu Zhao, Hanling Yi, Minghua Chen, Chenye Wu, Yunjian Xu
Efficient and Robust Equilibrium Strategies of Utilities in Day-Ahead Market With Load Uncertainty. IEEE Syst. J. 16 (4) (2022)
Ali Menati, Sid Chi-Kin Chau, Minghua Chen
Competitive prediction-aware online algorithms for energy generation scheduling in microgrids. e-Energy (2022)
Qiulin Lin, Yanfang Mo, Junyan Su, Minghua Chen
Competitive Online Optimization with Multiple Inventories: A Divide-and-Conquer Approach. SIGMETRICS (Abstracts) (2022)
Tianyu Zhao, Xiang Pan, Minghua Chen, Steven H. Low
Ensuring DNN Solution Feasibility for Optimization Problems with Convex Constraints and Its Application to DC Optimal Power Flow Problems. CoRR (2021)
Yanfang Mo, Qiulin Lin, Minghua Chen, Si-Zhao Joe Qin
Optimal Online Algorithms for Peak-Demand Reduction Maximization with Energy Storage. CoRR (2021)
Yanfang Mo, Qiulin Lin, Minghua Chen, Si-Zhao Joe Qin
Online Peak-Demand Minimization Using Energy Storage. CoRR (2021)
Junyan Su, Minghua Chen, Haibo Zeng
Energy efficient timely transportation: a comparative study of internal combustion trucks and electric trucks. BuildSys@SenSys (2021)
Yanfang Mo, Qiulin Lin, Minghua Chen, Si-Zhao Joe Qin
Optimal Online Algorithms for Peak-Demand Reduction Maximization with Energy Storage. e-Energy (2021)
Wanjun Huang, Xiang Pan, Minghua Chen, Steven H. Low
DeepOPF-V: Solving AC-OPF Problems Efficiently. CoRR (2021)
Yanfang Mo, Qiulin Lin, Minghua Chen, Si-Zhao Joe Qin
Optimal Peak-Minimizing Online Algorithms for Large-Load Users with Energy Storage. INFOCOM Workshops (2021)
Xiang Pan, Minghua Chen, Tianyu Zhao, Steven H. Low
DeepOPF: A Feasibility-Optimized Deep Neural Network Approach for AC Optimal Power Flow Problems. CoRR (2020)
Shizhen Zhao, Yihan Zou, Xiaojun Lin, Dionysios Aliprantis, Hugo N. Villegas, Minghua Chen, Anya Castillo
Leveraging Generators With Complementary Capabilities for Robust Multistage Power Grid Operations. IEEE Trans. Control. Netw. Syst. 7 (3) (2020)
Qingyu Liu, Haibo Zeng, Minghua Chen
Energy-Efficient Timely Truck Transportation for Geographically-Dispersed Tasks. IEEE Trans. Intell. Transp. Syst. 21 (12) (2020)
Jun Sun, Minghua Chen, Haoyang Liu, Qinmin Yang, Zaiyue Yang
Workload Transfer Strategy of Urban Neighboring Data Centers With Market Power in Local Electricity Market. IEEE Trans. Smart Grid 11 (4) (2020)
Tianyu Zhao, Xiang Pan, Minghua Chen, Andreas Venzke, Steven H. Low
DeepOPF+: A Deep Neural Network Approach for DC Optimal Power Flow for Ensuring Feasibility. SmartGridComm (2020)
Qingyu Liu, Haibo Zeng, Minghua Chen
Network Utility Maximization Under Maximum Delay Constraints and Throughput Requirements. IEEE/ACM Trans. Netw. 28 (5) (2020)
Youwei Jia, Xue Lyu, Peng Xie, Zhao Xu, Minghua Chen
A Novel Retrospect-Inspired Regime for Microgrid Real-Time Energy Scheduling With Heterogeneous Sources. IEEE Trans. Smart Grid 11 (6) (2020)
Qingyu Liu, Haibo Zeng, Minghua Chen, Lingjia Liu
Cost Minimization in Multi-Path Communication under Throughput and Maximum Delay Constraints. INFOCOM (2020)
Qingyu Liu, Lei Deng, Haibo Zeng, Minghua Chen
A Tale of Two Metrics in Network Delay Optimization. IEEE/ACM Trans. Netw. 28 (3) (2020)
Chongguang Bi, Jun Huang, Guoliang Xing, Landu Jiang, Xue Liu, Minghua Chen
SafeWatch: A Wearable Hand Motion Tracking System for Improving Driving Safety. ACM Trans. Cyber Phys. Syst. 4 (1) (2020)
Xiaomeng Yi, Li Pan, Yanqi Jin, Fangming Liu, Minghua Chen
eDirect: Energy-Efficient D2D-Assisted Relaying Framework for Cellular Signaling Reduction. IEEE/ACM Trans. Netw. 28 (2) (2020)
Tianyu Zhao, Xiang Pan, Minghua Chen, Andreas Venzke, Steven H. Low
DeepOPF+: A Deep Neural Network Approach for DC Optimal Power Flow for Ensuring Feasibility. CoRR (2020)
Runzhi Zhou, Qingyu Liu, Wenjie Xu, Minghua Chen, Haibo Zeng
Minimizing Emission for Timely Truck Transportation with Adaptive Fuel Injection. BuildSys@SenSys (2020)
Xiang Pan, Tianyu Zhao, Minghua Chen
DeepOPF: Deep Neural Network for DC Optimal Power Flow. SmartGridComm (2019)
Jianing Zhai, Sid Chi-Kin Chau, Minghua Chen
Stay or Switch: Competitive Online Algorithms for Energy Plan Selection in Energy Markets with Retail Choice. e-Energy (2019)
Qiulin Lin, Hanling Yi, John Z. F. Pang, Minghua Chen, Adam Wierman, Michael L. Honig, Yuanzhang Xiao
Competitive Online Optimization under Inventory Constraints. CoRR (2019)
Qingyu Liu, Haibo Zeng, Minghua Chen
Network Utility Maximization under Maximum Delay Constraints and Throughput Requirements. MobiHoc (2019)
Xiang Pan, Tianyu Zhao, Minghua Chen
DeepOPF: Deep Neural Network for DC Optimal Power Flow. CoRR (2019)
Qingyu Liu, Haibo Zeng, Minghua Chen
Minimizing Age-of-Information with Throughput Requirements in Multi-Path Network Communication. MobiHoc (2019)
Tianyu Zhao, Hanling Yi, Minghua Chen, Chenye Wu, Yunjian Xu
Efficient and Robust Equilibrium Strategies of Utilities in Day-ahead Market with Load Uncertainty. CoRR (2019)
Qiulin Lin, Wenjie Xu, Minghua Chen, Xiaojun Lin
A Probabilistic Approach for Demand-Aware Ride-Sharing Optimization. CoRR (2019)
Wenjie Xu, Qingyu Liu, Minghua Chen, Haibo Zeng
Ride the Tide of Traffic Conditions: Opportunistic Driving Improves Energy Efficiency of Timely Truck Transportation. BuildSys@SenSys (2019)
Wenjie Xu, Qingyu Liu, Minghua Chen, Haibo Zeng
Opportunistic Driving: a Critical Design Space for Reducing Fuel Consumption of Timely Long-Haul Truck Transportation. e-Energy (2019)
Hanling Yi, Qiulin Lin, Minghua Chen
Balancing Cost and Dissatisfaction in Online EV Charging under Real-time Pricing. INFOCOM (2019)
Qingyu Liu, Haibo Zeng, Lingjia Liu, Minghua Chen
Delay-constrained offloading of computationally intensive workloads in edge computing. SEC (2019)
Qiulin Lin, Hanling Yi, John Z. F. Pang, Minghua Chen, Adam Wierman, Michael L. Honig, Yuanzhang Xiao
Competitive Online Optimization under Inventory Constraints. Proc. ACM Meas. Anal. Comput. Syst. 3 (1) (2019)
Yaowei Long, Zidong Wu, Hongyi Liu, Titing Cui, Wenjie Xu, Minghua Chen
Path and Speed Planning Online Platform for Energy-Efficient Timely Truck Transportation. BuildSys@SenSys (2019)
Qiulin Lin, Wenjie Xu, Minghua Chen, Xiaojun Lin
A Probabilistic Approach for Demand-Aware Ride-Sharing Optimization. MobiHoc (2019)
Hanling Yi, Qiulin Lin, Minghua Chen
Balancing Cost and Dissatisfaction in Online EV Charging under Real-time Pricing. CoRR (2019)
Jianing Zhai, Sid Chi-Kin Chau, Minghua Chen
Stay or Switch: Competitive Online Algorithms for Energy Plan Selection in Energy Markets with Retail Choice. CoRR (2019)
Lei Deng, Yinghui He, Ying Zhang, Minghua Chen, Zongpeng Li, Jack Y. B. Lee, Ying Jun Zhang, Lingyang Song
Device-to-Device Load Balancing for Cellular Networks. IEEE Trans. Commun. 67 (4) (2019)
Qiulin Lin, Hanling Yi, John Z. F. Pang, Minghua Chen, Adam Wierman, Michael L. Honig, Yuanzhang Xiao
Competitive Online Optimization under Inventory Constraints. SIGMETRICS (Abstracts) (2019)
Xiang Pan, Tianyu Zhao, Minghua Chen
DeepOPF: A Deep Neural Network Approach for Security-Constrained DC Optimal Power Flow. CoRR (2019)
Qingyu Liu, Haibo Zeng, Minghua Chen
Energy-Efficient Timely Truck Transportation for Geographically-Dispersed Tasks. e-Energy (2018)
Yihan Zou, Xiaojun Lin, Dionysios Aliprantis, Minghua Chen
Robust Multi-stage Power Grid Operations with Energy Storage. INFOCOM (2018)
Ying Zhang, Mohammad Hassan Hajiesmaili, Sinan Cai, Minghua Chen, Qi Zhu
Peak-Aware Online Economic Dispatching for Microgrids. IEEE Trans. Smart Grid 9 (1) (2018)
Longbo Huang, Minghua Chen, Yunxin Liu
Learning-Aided Stochastic Network Optimization With State Prediction. IEEE/ACM Trans. Netw. 26 (4) (2018)
Ying Zhang, Lei Deng, Minghua Chen, Peijian Wang
Joint Bidding and Geographical Load Balancing for Datacenters: Is Uncertainty a Blessing or a Curse? IEEE/ACM Trans. Netw. 26 (3) (2018)
John Z. F. Pang, Pengcheng You, Minghua Chen
Temporally Networked Cournot Platform Markets. HICSS (2018)
Qiulin Lin, Lei Deng, Jingzhou Sun, Minghua Chen
Optimal Demand-Aware Ride-Sharing Routing. INFOCOM (2018)
Qingyu Liu, Haibo Zeng, Minghua Chen
Network Utility Maximization under Maximum Delay Constraints and Throughput Requirements. CoRR (2018)
Qingyu Liu, Lei Deng, Haibo Zeng, Minghua Chen
A Tale of Two Metrics in Network Delay Optimization. INFOCOM (2018)
Hanling Yi, Mohammad Hassan Hajiesmaili, Ying Zhang, Minghua Chen, Xiaojun Lin
Impact of the Uncertainty of Distributed Renewable Generation on Deregulated Electricity Supply Chain. IEEE Trans. Smart Grid 9 (6) (2018)
Qingyu Liu, Haibo Zeng, Minghua Chen
Minimizing Age-of-Information with Throughput Constraints in Multi-Path Network Communication. CoRR (2018)
Lei Deng, Mohammad Hassan Hajiesmaili, Minghua Chen, Haibo Zeng
Energy-Efficient Timely Transportation of Long-Haul Heavy-Duty Trucks. IEEE Trans. Intell. Transp. Syst. 19 (7) (2018)
Longbo Huang, Minghua Chen, Yunxin Liu
Learning-aided Stochastic Network Optimization with Imperfect State Prediction. CoRR (2017)
Mohammad Hassan Hajiesmaili, Lok To Mak, Zhi Wang, Chuan Wu, Minghua Chen, Ahmad Khonsari
Cost-Effective Low-Delay Design for Multiparty Cloud Video Conferencing. IEEE Trans. Multim. 19 (12) (2017)
Ying Zhang, Lei Deng, Minghua Chen, Peijian Wang
Joint bidding and geographical load balancing for datacenters: Is uncertainty a blessing or a curse? INFOCOM (2017)
Shizhen Zhao, Xiaojun Lin, Minghua Chen
Robust Online Algorithms for Peak-Minimizing EV Charging Under Multistage Uncertainty. IEEE Trans. Autom. Control. 62 (11) (2017)
Xuhang Ying, Jincheng Zhang, Lichao Yan, Yu Chen, Guanglin Zhang, Minghua Chen, Ranveer Chandra
Exploring Indoor White Spaces in Metropolises. ACM Trans. Intell. Syst. Technol. 9 (1) (2017)
Ge Ma, Zhi Wang, Miao Zhang, Jiahui Ye, Minghua Chen, Wenwu Zhu
Understanding Performance of Edge Content Caching for Mobile Video Streaming. CoRR (2017)
Qingyu Liu, Lei Deng, Haibo Zeng, Minghua Chen
On the Min-Max-Delay Problem: NP-completeness, Algorithm, and Int-Gap. CoRR (2017)
Mohammad Hassan Hajiesmaili, Minghua Chen, Enrique Mallada, Chi-Kin Chau
Crowd-Sourced Storage-Assisted Demand Response in Microgrids. e-Energy (2017)
Qingyu Liu, Lei Deng, Haibo Zeng, Minghua Chen
On the min-max-delay problem: NP-completeness, algorithm, and integrality gap. ITW (2017)
Shaoquan Zhang, Longbo Huang, Minghua Chen, Xin Liu
Proactive Serving Decreases User Delay Exponentially: The Light-Tailed Service Time Case. IEEE/ACM Trans. Netw. 25 (2) (2017)
Ge Ma, Zhi Wang, Minghua Chen, Wenwu Zhu
APRank: Joint mobility and preference-based mobile video prefetching. ICME (2017)
Lei Deng, Yinghui He, Ying Zhang, Minghua Chen, Zongpeng Li, Jack Y. B. Lee, Ying Jun Zhang, Lingyang Song
Device-to-Device Load Balancing for Cellular Networks. CoRR (2017)
Pengcheng You, Youxian Sun, John Z. F. Pang, Steven H. Low, Minghua Chen
Battery Swapping Assignment for Electric Vehicles: A Bipartite Matching Approach. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Lei Deng, Chih-Chun Wang, Minghua Chen, Shizhen Zhao
Timely Wireless Flows With General Traffic Patterns: Capacity Region and Scheduling Algorithms. IEEE/ACM Trans. Netw. 25 (6) (2017)
Mohammad Hassan Hajiesmaili, Lei Deng, Minghua Chen, Zongpeng Li
Incentivizing Device-to-Device Load Balancing for Cellular Networks: An Online Auction Design. IEEE J. Sel. Areas Commun. 35 (2) (2017)
Chongguang Bi, Jun Huang, Guoliang Xing, Landu Jiang, Xue Liu, Minghua Chen
SafeWatch: A Wearable Hand Motion Tracking System for Improving Driving Safety. IoTDI (2017)
Lin Yang, Mohammad Hassan Hajiesmaili, Hanling Yi, Minghua Chen
Hour-Ahead Offering Strategies in Electricity Market for Power Producers with Storage and Intermittent Supply. SIGMETRICS (Abstracts) (2017)
Chih-Chun Wang, Minghua Chen
Sending Perishable Information: Coding Improves Delay-Constrained Throughput Even for Single Unicast. IEEE Trans. Inf. Theory 63 (1) (2017)
Pengcheng You, John Z. F. Pang, Minghua Chen, Steven H. Low, Youxian Sun
Battery swapping assignment for electric vehicles: A bipartite matching approach. CDC (2017)
Yanqi Jin, Fangming Liu, Xiaomeng Yi, Minghua Chen
Reducing Cellular Signaling Traffic for Heartbeat Messages via Energy-Efficient D2D Forwarding. ICDCS (2017)
Ge Ma, Zhi Wang, Miao Zhang, Jiahui Ye, Minghua Chen, Wenwu Zhu
Understanding Performance of Edge Content Caching for Mobile Video Streaming. IEEE J. Sel. Areas Commun. 35 (5) (2017)
Mohammad Hassan Hajiesmaili, Minghua Chen, Enrique Mallada, Chi-Kin Chau
Summary of Recent Results: Crowd-Sourced Storage-Assisted Demand Response in Microgrids. SIGMETRICS Perform. Evaluation Rev. 45 (2) (2017)
Longbo Huang, Minghua Chen, Yunxin Liu
Learning-aided Stochastic Network Optimization with Imperfect State Prediction. MobiHoc (2017)
Lei Deng, Mohammad Hassan Hajiesmaili, Minghua Chen, Haibo Zeng
Energy-efficient timely transportation of long-haul heavy-duty trucks. e-Energy (2016)
Longbo Huang, Shaoquan Zhang, Minghua Chen, Xin Liu
When Backpressure Meets Predictive Scheduling. IEEE/ACM Trans. Netw. 24 (4) (2016)
Shizhen Zhao, Xiaojun Lin, Dionysios Aliprantis, Hugo N. Villegas, Minghua Chen
Online multi-stage decisions for robust power-grid operations under high renewable uncertainty. INFOCOM (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Minghua Chen