Publications (107)
Key frames assisted hybrid encoding for photorealistic compressive video sensing
Honghao Huang, Jiajie Teng, Yu Liang +4
Follow the Sun and Go with the Wind: Carbon Footprint Optimized Timely E-Truck Transportation
Junyan Su, Qiulin Lin, Minghua Chen
Fast and High-order Accuracy Numerical Methods for Time-Dependent Nonlocal Problems in $\mathbb{R}^2
Rongjun Cao, Minghua Chen, Michael K. Ng +1
Science objectives of the Einstein Probe mission
Weimin Yuan, Lixin Dai, Hua Feng +93
On Routing-Optimal Network for Multiple Unicasts
Chun Meng, Minghua Chen, Athina Markopoulou
Simple and Effective Dynamic Provisioning for Power-Proportional Data Centers
Tan Lu, Minghua Chen
SHO-FA: Robust compressive sensing with order-optimal complexity, measurements, and bits
Mayank Bakshi, Sidharth Jaggi, Sheng Cai +1
Convergence proof for the multigrid method of the nonlocal model
Minghua Chen, Weihua Deng
Learning-aided Stochastic Network Optimization with Imperfect State Prediction
Longbo Huang, Minghua Chen, Yunxin Liu
Second order finite difference approximations for the two-dimensional time-space Caputo-Riesz fractional diffusion equation
Minghua Chen, Weihua Deng, Yujiang Wu
Competitive Online Optimization under Inventory Constraints
Qiulin Lin, Hanling Yi, John Pang +4
Ensuring DNN Solution Feasibility for Optimization Problems with Convex Constraints and Its Application to DC Optimal Power Flow Problems
Tianyu Zhao, Xiang Pan, Minghua Chen +1
Learning-based AC-OPF Solvers on Realistic Network and Realistic Loads
Tsun Ho Aaron Cheung, Min Zhou, Minghua Chen
Competitive Prediction-Aware Online Algorithms for Energy Generation Scheduling in Microgrids
Ali Menati, Sid Chi-Kin Chau, Minghua Chen
Fourier temporal ghost imaging
Honghao Huang, Chengyang Hu, Minghua Chen +2
Capacity of Large-scale CSMA Wireless Networks
Chi-Kin Chau, Minghua Chen, Soung Chang Liew
A second-order numerical method for two-dimensional two-sided space fractional convection diffusion equation
Minghua Chen, Weihua Deng
Backward difference formula: The energy technique for subdiffusion equation
Minghua Chen, Fan Yu, Zhi Zhou
High-order BDF convolution quadrature for stochastic fractional evolution equations driven by integrated additive noise
Minghua Chen, Jiankang Shi, Zhen Song +2
Time-encoded single-pixel 3D imaging
Jiajie Teng, Qiang Guo, Minghua Chen +2
Broadband silicon polarization beam splitter based on Floquet engineering
Ning Ma, Yu Chen, Yunjie Li +4
Minimizing Carbon Footprint for Timely E-Truck Transportation: Hardness and Approximation Algorithm
Junyan Su, Qiulin Lin, Minghua Chen +1
Hybrid integrated low noise linearly chirped Frequency Modulated Continuous Wave laser source based on self-injection to external cavity
Liwei Tang, Hongxiang Jia, Shuai Shao +3
SUPER: Sparse signals with Unknown Phases Efficiently Recovered
Sheng Cai, Mayank Bakshi, Sidharth Jaggi +1
High-order BDF convolution quadrature for subdiffusion models with a singular source term
Jiankang Shi, Minghua Chen
Correction of weighted and shifted seven-step BDF for parabolic equations with nonsmooth data
Minghua Chen, Jiankang Shi, Fan Yu +1
The weighted and shifted seven-step BDF method for parabolic equations
Georgios Akrivis, Minghua Chen, Fan Yu
Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation
Jinda Xu, Yuhao Song, Daming Wang +4
Analog network coding in general SNR regime: Performance of a greedy scheme
Samar Agnihotri, Sidharth Jaggi, Minghua Chen
Energy estimates for two-dimensional space-Riesz fractional wave equation
Minghua Chen, Wenshan Yu
Implicit and implicit--explicit high-order BDF methods for coupled elliptic--parabolic systems
Georgios Akrivis, Minghua Chen, Fan Yu
Cost Minimizing Online Algorithms for Energy Storage Management with Worst-case Guarantee
Chi-Kin Chau, Guanglin Zhang, Minghua Chen
Enabling Multi-level Trust in Privacy Preserving Data Mining
Yaping Li, Minghua Chen, Qiwei Li +1
Optimal Distributed P2P Streaming under Node Degree Bounds
Shaoquan Zhang, Ziyu Shao, Minghua Chen +1
Device-to-Device Load Balancing for Cellular Networks
Lei Deng, Yinghui He, Ying Zhang +5
High-speed real-time single-pixel microscopy based on Fourier sampling
Qiang Guo, Hongwei Chen, Yuxi Wang +8
A Probabilistic Approach for Demand-Aware Ride-Sharing Optimization
Qiulin Lin, Wenjie Xu, Minghua Chen +1
Distributed and Optimal Reduced Primal-Dual Algorithm for Uplink OFDM Resource Allocation
Xiaoxin Zhang, Liang Chen, Jianwei Huang +2
A second-order accurate numerical method for the space-time tempered fractional diffusion-wave equation
Minghua Chen, Weihua Deng
High order algorithm for the time-tempered fractional Feynman-Kac equation
Minghua Chen, Weihua Deng
Organometallic-Inorganic Hybrid MXenes with Tunable Superconductivity
Qi Fan, Tao Bo, Wei Guo +19
Discovery of subdiffusion problem with noisy data via deep learning
Xingjian Xu, Minghua Chen
Gaseous Scissor-mediated Electrochemical Exfoliation of Halogenated MXenes and its Boosting in Wear-Resisting Tribovoltaic Devices
Qi Fan, Minghua Chen, Longyi Li +9
Stay or Switch: Competitive Online Algorithms for Energy Plan Selection in Energy Markets with Retail Choice
Jianing Zhai, Sid Chi-Kin Chau, Minghua Chen
FRANTIC: A Fast Reference-based Algorithm for Network Tomography via Compressive Sensing
Sheng Cai, Mayank Bakshi, Sidharth Jaggi +1
Efficient numerical algorithms for three-dimensional fractional partial differential equations
Weihua Deng, Minghua Chen
WSLD operators II: the new fourth order difference approximations for space Riemann-Liouville derivative
Minghua Chen, Weihua Deng
Principle-driven Fiber Transmission Model based on PINN Neural Network
Yubin Zang, Zhenming Yu, Kun Xu +4
New Potential Ultra-compact X-ray Binaries for Space-based Gravitational Wave Detectors From Low-Mass Main-Sequence Companion Channel
Minghua Chen, Jinzhong liu
On Stability and Sojourn Time of Peer-to-Peer Queuing Systems
Taoyu Li, Minghua Chen, Tony Lee +1
Variable step-size BDF3 method for Allen-Cahn equation
Minghua Chen, Fan Yu, Qingdong Zhang +1
DeepOPF-AL: Augmented Learning for Solving AC-OPF Problems with Multiple Load-Solution Mappings
Xiang Pan, Wanjun Huang, Minghua Chen +1
Minimizing Age-of-Information with Throughput Requirements in Multi-Path Network Communication
Qingyu Liu, Haibo Zeng, Minghua Chen
Uniform convergence of V-cycle multigrid algorithms for two-dimensional fractional Feynman-Kac equation
Minghua Chen, Weihua Deng, Stefano Serra-Capizzano
A sharp error estimate of piecewise polynomial collocation for nonlocal problems with weakly singular kernels
Minghua Chen, Wenya Qi, Jiankang Shi +1
High order algorithms for the fractional substantial diffusion equation with truncated Lévy flights
Minghua Chen, Weihua Deng
Efficient and Robust Equilibrium Strategies of Utilities in Day-ahead Market with Load Uncertainty
Tianyu Zhao, Hanling Yi, Minghua Chen +2
DeepOPF+: A Deep Neural Network Approach for DC Optimal Power Flow for Ensuring Feasibility
Tianyu Zhao, Xiang Pan, Minghua Chen +2
Correction of BDFk for fractional Feynman-Kac equation with Lévy flight
Jiankang Shi, Minghua Chen
Electro-optical Neural Networks based on Time-stretch Method
Yubin Zang, Minghua Chen, Sigang Yang +1
Online Energy Generation Scheduling for Microgrids with Intermittent Energy Sources and Co-Generation
Lian Lu, Jinlong Tu, Chi-Kin Chau +2
Optimal Online Algorithms for Peak-Demand Reduction Maximization with Energy Storage
Yanfang Mo, Qiulin Lin, Minghua Chen +1
Dynamic Provisioning in Next-Generation Data Centers with On-site Power Production
Jinlong Tu, Lian Lu, Minghua Chen +1
Error analysis of a collocation method on graded meshes for nonlocal diffusion problems with weakly singular kernels
Minghua Chen, Chao Min, Jiankang Shi +1
High-order BDF convolution quadrature for fractional evolution equations with hyper-singular source term
Jiankang Shi, Minghua Chen, Jianxiong Cao
A Multigrid method for nonlocal problems: non-diagonally dominant Toeplitz-plus-tridiagonal systems
Minghua Chen, Sven-Erik Ekström, Stefano Serra-Capizzano
A Second-order method on graded meshes for fractional Laplacian via Riesz fractional derivative with a singular source term
Minghua Chen, Jianxing Han, Jiankang Shi +1
Analysis of (shifted) piecewise quadratic polynomial collocation for nonlocal diffusion model
Minghua Chen, Jiankang Shi, Xiaobo Yin
Multiprecision computing for multistage fractional physics-informed neural networks
Na Xue, Minghua Chen
WSLD operators: A class of fourth order difference approximations for space Riemann-Liouville derivative
Minghua Chen, Weihua Deng
DeepOPF: A Deep Neural Network Approach for Security-Constrained DC Optimal Power Flow
Xiang Pan, Tianyu Zhao, Minghua Chen +1
Analysis of Frequency-Agile CSMA Wireless Networks
Soung Chang Liew, Jialiang Zhang, Chi-Kin Chau +1
Understanding Performance of Edge Content Caching for Mobile Video Streaming
Ge Ma, Zhi Wang, Miao Zhang +3
Numerical algorithms for the forward and backward fractional Feynman-Kac equations
Weihua Deng, Minghua Chen, Eli Barkai
Routing for Security in Networks with Adversarial Nodes
Pak Hou Che, Minghua Chen, Tracey Ho +2
An Adaptive Multi-channel P2P Video-on-Demand System using Plug-and-Play Helpers
Hao Zhang, Minghua Chen, Abhay Parekh +1
Optimizing Two-Truck Platooning with Deadlines
Wenjie Xu, Titing Cui, Minghua Chen
Amplify-and-Forward in Wireless Relay Networks
Samar Agnihotri, Sidharth Jaggi, Minghua Chen
Uniform convergence of multigrid finite element method for time-dependent Riesz tempered fractional problem
Minghua Chen, Weiping Bu, Wenya Qi +1
Finite difference/spectral approximations for the two-dimensional time Caputo-Fabrizio fractional diffusion equation
Fan Yu, Minghua Chen
The energy technique for the six-step BDF method
Georgios Akrivis, Minghua Chen, Fan Yu +1
DeepOPF: Deep Neural Network for DC Optimal Power Flow
Xiang Pan, Tianyu Zhao, Minghua Chen
Optimal Online Peak Minimization Using Energy Storage
Yanfang Mo, Qiulin Lin, Minghua Chen +1
Network Utility Maximization under Maximum Delay Constraints and Throughput Requirements
Qingyu Liu, Haibo Zeng, Minghua Chen
Secure Compressed Reading in Smart Grids
Sheng Cai, Jihang Ye, Minghua Chen +2
A second-order accurate scheme for two-dimensional space fractional diffusion equations with time Caputo-Fabrizio fractional derivative
Jiankang Shi, Minghua Chen
Analog Network Coding in General SNR Regime
Samar Agnihotri, Sidharth Jaggi, Minghua Chen
DeepOPF-V: Solving AC-OPF Problems Efficiently
Wanjun Huang, Xiang Pan, Minghua Chen +1
On the Min-Max-Delay Problem: NP-completeness, Algorithm, and Integrality Gap
Qingyu Liu, Lei Deng, Haibo Zeng +1
Fast algebraic multigrid for block-structured dense and Toeplitz-like-plus-Cross systems arising from nonlocal diffusion problems
Minghua Chen, Rongjun Cao, Stefano Serra-Capizzano
FourierCam:A camera for video spectrum acquisition in single-shot
Chengyang Hu, Honghao Huang, Minghua Chen +2
Second-order LOD multigrid method for multidimensional Riesz fractional diffusion equation
Minghua Chen, Yantao Wang, Xiao Cheng +1
Passive network tomography for erroneous networks: A network coding approach
Hongyi Yao, Sidharth Jaggi, Minghua Chen
Modified BDF2 schemes for subdiffusion models with a singular source term
Minghua Chen, Jiankang Shi, Zhi Zhou
BDF$6$ SAV schemes for time-fractional Allen-Cahn dissipative systems
Fan Yu, Minghua Chen
When Backpressure Meets Predictive Scheduling
Longbo Huang, Shaoquan Zhang, Minghua Chen +1
Discretized fractional substantial calculus
Minghua Chen, Weihua Deng
High order algorithms for Fokker-Planck equation with Caputo-Fabrizio fractional derivative
Minghua Chen, Jiankang Shi, Weihua Deng
Online Offering Strategies for Storage-Assisted Renewable Power Producer in Hour-Ahead Market
Lin Yang, Mohammad H. Hajiesmaili, Hanling Yi +1
DeepOPF: A Feasibility-Optimized Deep Neural Network Approach for AC Optimal Power Flow Problems
Xiang Pan, Minghua Chen, Tianyu Zhao +1