Zheyuan Hu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 46

Top Topics

Reinforcement Learning

Risk Minimization

Top Venues

ISPA/BDCloud/SocialCom/SustainCom

Publications

Zheyuan Hu, Khemraj Shukla, George Em Karniadakis, Kenji Kawaguchi
Tackling the curse of dimensionality with physics-informed neural networks. Neural Networks 176 (2024)
Zheyuan Hu, Kenji Kawaguchi, Zhongqiang Zhang, George Em Karniadakis
Tackling the Curse of Dimensionality in Fractional and Tempered Fractional PDEs with Physics-Informed Neural Networks. CoRR (2024)
Zheyuan Hu, Jianwei Niu, Tao Ren, Mohsen Guizani
Achieving Fast Environment Adaptation of DRL-Based Computation Offloading in Mobile Edge Computing. IEEE Trans. Mob. Comput. 23 (5) (2024)
Zheyuan Hu, Zhongqiang Zhang, George Em Karniadakis, Kenji Kawaguchi
Score-fPINN: Fractional Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck-Levy Equations. CoRR (2024)
Lucy Xiaoyang Shi, Zheyuan Hu, Tony Z. Zhao, Archit Sharma, Karl Pertsch, Jianlan Luo, Sergey Levine, Chelsea Finn
Yell At Your Robot: Improving On-the-Fly from Language Corrections. CoRR (2024)
Zheyuan Hu, Xu Zhang, Hui Xiong
Two-stage attention network for fault diagnosis and retrieval of fault logs. Expert Syst. Appl. 249 (2024)
Zheyuan Hu, Zhongqiang Zhang, George Em Karniadakis, Kenji Kawaguchi
Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck Equations. CoRR (2024)
Taorui Wang, Zheyuan Hu, Kenji Kawaguchi, Zhongqiang Zhang, George Em Karniadakis
Tensor neural networks for high-dimensional Fokker-Planck equations. CoRR (2024)
Mingdao Li, Peng Peng, Zheyuan Hu, Lei Zou, Zheng Qin
Variable-Length Path Query Evaluation Based on Worst-Case Optimal Joins. ICDE (2024)
Tao Ren, Zheyuan Hu, Jianwei Niu, Weikun Feng, Hang He
OFF: Module-Compositional Model-Free Computation Offloading in Multi-Environment MEC. INFOCOM (2024)
Jianlan Luo, Zheyuan Hu, Charles Xu, You Liang Tan, Jacob Berg, Archit Sharma, Stefan Schaal, Chelsea Finn, Abhishek Gupta, Sergey Levine
SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning. CoRR (2024)
Jianlan Luo, Zheyuan Hu, Charles Xu, You Liang Tan, Jacob Berg, Archit Sharma, Stefan Schaal, Chelsea Finn, Abhishek Gupta, Sergey Levine
SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning. ICRA (2024)
Zheyuan Hu, Ameya D. Jagtap, George Em Karniadakis, Kenji Kawaguchi
Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition methodology. Eng. Appl. Artif. Intell. 126 (2023)
Tao Ren, Zheyuan Hu, Hang He, Jianwei Niu, Xuefeng Liu
FEAT: Towards Fast Environment-Adaptive Task Offloading and Power Allocation in MEC. INFOCOM (2023)
Zheyuan Hu, Aaron Rovinsky, Jianlan Luo, Vikash Kumar, Abhishek Gupta, Sergey Levine
REBOOT: Reuse Data for Bootstrapping Efficient Real-World Dexterous Manipulation. CoRL (2023)
Zheyuan Hu, Zhouhao Yang, Yezhen Wang, George Em Karniadakis, Kenji Kawaguchi
Bias-Variance Trade-off in Physics-Informed Neural Networks with Randomized Smoothing for High-Dimensional PDEs. CoRR (2023)
Zheyuan Hu, Yi Cheng, Hui Xiong, Xu Zhang
Assembly makespan estimation using features extracted by a topic model. Knowl. Based Syst. 276 (2023)
Kelvin Xu, Zheyuan Hu, Ria Doshi, Aaron Rovinsky, Vikash Kumar, Abhishek Gupta, Sergey Levine
Dexterous Manipulation from Images: Autonomous Real-World RL via Substep Guidance. ICRA (2023)
Zheyuan Hu, Khemraj Shukla, George Em Karniadakis, Kenji Kawaguchi
Tackling the Curse of Dimensionality with Physics-Informed Neural Networks. CoRR (2023)
Zheyuan Hu, Jianwei Niu, Tao Ren
TransOff: Towards Fast Transferable Computation Offloading in MEC via Embedded Reinforcement Learning. ICDCS (2023)
Zheyuan Hu, Zekun Shi, George Em Karniadakis, Kenji Kawaguchi
Hutchinson Trace Estimation for High-Dimensional and High-Order Physics-Informed Neural Networks. CoRR (2023)
Tianbo Li, Min Lin, Zheyuan Hu, Kunhao Zheng, Giovanni Vignale, Kenji Kawaguchi, A. H. Castro Neto, Kostya S. Novoselov, Shuicheng Yan
D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory. CoRR (2023)
Zheyuan Hu, Aaron Rovinsky, Jianlan Luo, Vikash Kumar, Abhishek Gupta, Sergey Levine
REBOOT: Reuse Data for Bootstrapping Efficient Real-World Dexterous Manipulation. CoRR (2023)
Tianbo Li, Min Lin, Zheyuan Hu, Kunhao Zheng, Giovanni Vignale, Kenji Kawaguchi, A. H. Castro Neto, Kostya S. Novoselov, Shuicheng Yan
D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory. ICLR (2023)
Zheyuan Hu, Ameya D. Jagtap, George Em Karniadakis, Kenji Kawaguchi
When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization? SIAM J. Sci. Comput. 44 (5) (2022)
Kelvin Xu, Zheyuan Hu, Ria Doshi, Aaron Rovinsky, Vikash Kumar, Abhishek Gupta, Sergey Levine
Dexterous Manipulation from Images: Autonomous Real-World RL via Substep Guidance. CoRR (2022)
Zheyuan Hu, Jianwei Niu, Tao Ren, Bin Dai, Qingfeng Li, Mingliang Xu, Sajal K. Das
An Efficient Online Computation Offloading Approach for Large-Scale Mobile Edge Computing via Deep Reinforcement Learning. IEEE Trans. Serv. Comput. 15 (2) (2022)
Elliot Dang, Zheyuan Hu, Tong Li
Enhancing Collaborative Filtering Recommender with Prompt-Based Sentiment Analysis. CoRR (2022)
Zheyuan Hu, Ameya D. Jagtap, George Em Karniadakis, Kenji Kawaguchi
Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition methodology. CoRR (2022)
Tao Ren, Jianwei Niu, Bin Dai, Xuefeng Liu, Zheyuan Hu, Mingliang Xu, Mohsen Guizani
Enabling Efficient Scheduling in Large-Scale UAV-Assisted Mobile-Edge Computing via Hierarchical Reinforcement Learning. IEEE Internet Things J. 9 (10) (2022)
Bin Dai, Jianwei Niu, Tao Ren, Zheyuan Hu, Mohammed Atiquzzaman
Towards Energy-Efficient Scheduling of UAV and Base Station Hybrid Enabled Mobile Edge Computing. IEEE Trans. Veh. Technol. 71 (1) (2022)
Shucheng Hu, Tao Ren, Jianwei Niu, Zheyuan Hu, Guoliang Xing
Distributed Task Offloading based on Multi-Agent Deep Reinforcement Learning. MSN (2021)
Jiashuo Liu, Zheyuan Hu, Peng Cui, Bo Li, Zheyan Shen
Heterogeneous Risk Minimization. ICML (2021)
Jiashuo Liu, Zheyuan Hu, Peng Cui, Bo Li, Zheyan Shen
Kernelized Heterogeneous Risk Minimization. CoRR (2021)
Hang He, Tao Ren, Yuan Qiu, Zheyuan Hu, Yanqi Li
Multi-agent Computation Offloading in UAV Assisted MEC via Deep Reinforcement Learning. SmartCom (2021)
Jiashuo Liu, Zheyuan Hu, Peng Cui, Bo Li, Zheyan Shen
Heterogeneous Risk Minimization. CoRR (2021)
Xuexia Zhang, Shujing Fu, Zheyuan Hu, Jinxing Zhou, Xue Zhang
Changes Detection and Object-Oriented Classification of Major Wetland Cover Types in Response to Driving Forces in Zoige County, Eastern Qinghai-Tibetan Plateau. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Bin Dai, Tao Ren, Jianwei Niu, Zheyuan Hu, Shucheng Hu, Meikang Qiu
A Distributed Computation Offloading Scheduling Framework based on Deep Reinforcement Learning. ISPA/BDCloud/SocialCom/SustainCom (2021)
Jiashuo Liu, Zheyuan Hu, Peng Cui, Bo Li, Zheyan Shen
Kernelized Heterogeneous Risk Minimization. NeurIPS (2021)
Zheyuan Hu, Ameya D. Jagtap, George Em Karniadakis, Kenji Kawaguchi
When Do Extended Physics-Informed Neural Networks (XPINNs) Improve Generalization? CoRR (2021)
Yiming Yao, Tao Ren, Yuan Qiu, Zheyuan Hu, Yanqi Li
Computation Offloading and Resource Allocation Based on Multi-agent Federated Learning. SmartCom (2021)
Zheyuan Hu, Renluan Hou, Jianwei Niu, Xiaolong Yu, Tao Ren, Qingfeng Li
Object Pose Estimation for Robotic Grasping based on Multi-view Keypoint Detection. ISPA/BDCloud/SocialCom/SustainCom (2021)
Zhongkai Hao, Chengqiang Lu, Zhenya Huang, Hao Wang, Zheyuan Hu, Qi Liu, Enhong Chen, Cheekong Lee
ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction. KDD (2020)
Zheyuan Hu, Jianwei Niu, Tao Ren, Huiyong Li, Ye Rui, Yuan Qiu, Liang Bai
A Resource Management Model for Real-time Edge System of Multiple Robots. CSCloud/EdgeCom (2020)
Zheyuan Hu, Jun Cai, Huiwei Wang, Dehao Zhang, Yang Liu, Xin Li, Yanlong Li, Fengyan Zhao, Hongjun Zhang
Intelligent Safety Monitoring and Early Warning System for Construction Site. WSSE (2020)
Zhongkai Hao, Chengqiang Lu, Zheyuan Hu, Hao Wang, Zhenya Huang, Qi Liu, Enhong Chen, Cheekong Lee
ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction. CoRR (2020)