Runsheng Yu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Unsupervised Learning

Weather Conditions

Information Bottleneck

Reinforcement Learning

Top Venues

Publications

Pengdeng Li, Runsheng Yu, Xinrun Wang, Bo An
Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games. AAAI (2024)
Runsheng Yu, Yong Wang, Xiaoqi Jiao, Youzhi Zhang, James T. Kwok
Direct Alignment of Language Models via Quality-Aware Self-Refinement. CoRR (2024)
Changyi Ma, Runsheng Yu, Youzhi Zhang
A Fast Similarity Matrix Calibration Method with Incomplete Query. WWW (2024)
Runsheng Yu, Weiyu Chen, Xinrun Wang, James Kwok
Enhancing Meta Learning via Multi-Objective Soft Improvement Functions. ICLR (2023)
Aye Phyu Phyu Aung, Xinrun Wang, Runsheng Yu, Bo An, Senthilnath Jayavelu, Xiaoli Li
DO-GAN: A Double Oracle Framework for Generative Adversarial Networks. CVPR (2022)
Wenyu Liu, Gaofeng Ren, Runsheng Yu, Shi Guo, Jianke Zhu, Lei Zhang
Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions. AAAI (2022)
Renchi Zhang, Runsheng Yu, Wei Xia
Constraint-aware Policy Optimization to Solve the Vehicle Routing Problem with Time Windows. Inf. Technol. Control. 51 (1) (2022)
Wei Qiu, Xinrun Wang, Runsheng Yu, Rundong Wang, Xu He, Bo An, Svetlana Obraztsova, Zinovi Rabinovich
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents. NeurIPS (2021)
Wei Qiu, Xinrun Wang, Runsheng Yu, Xu He, Rundong Wang, Bo An, Svetlana Obraztsova, Zinovi Rabinovich
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents. CoRR (2021)
Wenyu Liu, Gaofeng Ren, Runsheng Yu, Shi Guo, Jianke Zhu, Lei Zhang
Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions. CoRR (2021)
Yanchen Deng, Runsheng Yu, Xinrun Wang, Bo An
Neural Regret-Matching for Distributed Constraint Optimization Problems. IJCAI (2021)
Runsheng Yu, Yu Gong, Xu He, Yu Zhu, Qingwen Liu, Wenwu Ou, Bo An
Personalized Adaptive Meta Learning for Cold-start User Preference Prediction. AAAI (2021)
Aye Phyu Phyu Aung, Xinrun Wang, Runsheng Yu, Bo An, Senthilnath Jayavelu, Xiaoli Li
DO-GAN: A Double Oracle Framework for Generative Adversarial Networks. CoRR (2021)
Zhenyu Shi, Runsheng Yu, Xinrun Wang, Rundong Wang, Youzhi Zhang, Hanjiang Lai, Bo An
Learning Expensive Coordination: An Event-Based Deep RL Approach. ICLR (2020)
Rundong Wang, Xu He, Runsheng Yu, Wei Qiu, Bo An, Zinovi Rabinovich
Learning Efficient Multi-agent Communication: An Information Bottleneck Approach. ICML (2020)
Runsheng Yu, Yu Gong, Xu He, Bo An, Yu Zhu, Qingwen Liu, Wenwu Ou
Personalized Adaptive Meta Learning for Cold-start User Preference Prediction. CoRR (2020)
Xu He, Bo An, Yanghua Li, Haikai Chen, Rundong Wang, Xinrun Wang, Runsheng Yu, Xin Li, Zhirong Wang
Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication. RecSys (2020)
Xu He, Bo An, Yanghua Li, Haikai Chen, Rundong Wang, Xinrun Wang, Runsheng Yu, Xin Li, Zhirong Wang
Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication. CoRR (2020)
Rundong Wang, Runsheng Yu, Bo An, Zinovi Rabinovich
I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning. IJCAI (2020)
Runsheng Yu, Zhenyu Shi, Xinrun Wang, Rundong Wang, Buhong Liu, Xinwen Hou, Hanjiang Lai, Bo An
Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning. CoRR (2019)
Rundong Wang, Xu He, Runsheng Yu, Wei Qiu, Bo An, Zinovi Rabinovich
Learning Efficient Multi-agent Communication: An Information Bottleneck Approach. CoRR (2019)
Runsheng Yu, Wenyu Liu, Yasen Zhang, Zhi Qu, Deli Zhao, Bo Zhang
DeepExposure: Learning to Expose Photos with Asynchronously Reinforced Adversarial Learning. NeurIPS (2018)
Zhoujian Xiao, Yuwei Zhang, Runsheng Yu, Yin Chen, Xiaosen Jiang, Ziwei Wang, Shuaicheng Li
In silico design of MHC class I high binding affinity peptides through motifs activation map. BMC Bioinform. (19) (2018)
Runsheng Yu, Zhenyu Shi, Laiyun Qing
Unsupervised Learning aids Prediction: Using Future Representation Learning Variantial Autoencoder for Human Action Prediction. CoRR (2017)