Unsupervised Learning aids Prediction: Using Future Representation Learning Variantial Autoencoder for Human Action Prediction. - Runsheng Yu; Zhenyu Shi; Laiyun Qing (CoRR, 2017)

DeepExposure: Learning to Expose Photos with Asynchronously Reinforced Adversarial Learning. - Runsheng Yu; Wenyu Liu 005; Yasen Zhang; Zhi Qu; Deli Zhao; Bo Zhang 047 (NeurIPS, 2018)

In silico design of MHC class I high binding affinity peptides through motifs activation map. - Zhoujian Xiao; Yuwei Zhang 005; Runsheng Yu; Yin Chen; Xiaosen Jiang; Ziwei Wang; Shuaicheng Li 001 (BMC Bioinform., 2018)

Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning. - Runsheng Yu; Zhenyu Shi; Xinrun Wang; Rundong Wang; Buhong Liu; Xinwen Hou; Hanjiang Lai; Bo An 001 (CoRR, 2019)

Learning Expensive Coordination: An Event-Based Deep RL Approach. - Zhenyu Shi; Runsheng Yu; Xinrun Wang; Rundong Wang; Youzhi Zhang 001; Hanjiang Lai; Bo An 001 (ICLR, 2020)

Learning Efficient Multi-agent Communication: An Information Bottleneck Approach. - Rundong Wang; Xu He; Runsheng Yu; Wei Qiu 001; Bo An 001; Zinovi Rabinovich (ICML, 2020)

I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning. - Rundong Wang; Runsheng Yu; Bo An 001; Zinovi Rabinovich (IJCAI, 2020)

Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication. - Xu He; Bo An 001; Yanghua Li; Haikai Chen; Rundong Wang; Xinrun Wang; Runsheng Yu; Xin Li; Zhirong Wang (RecSys, 2020)

Personalized Adaptive Meta Learning for Cold-start User Preference Prediction. - Runsheng Yu; Yu Gong; Xu He; Yu Zhu 007; Qingwen Liu 002; Wenwu Ou; Bo An 001 (AAAI, 2021)

Neural Regret-Matching for Distributed Constraint Optimization Problems. - Yanchen Deng; Runsheng Yu; Xinrun Wang; Bo An 001 (IJCAI, 2021)

RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents. - Wei Qiu 001; Xinrun Wang; Runsheng Yu; Rundong Wang; Xu He; Bo An 001; Svetlana Obraztsova; Zinovi Rabinovich (NeurIPS, 2021)

Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions. - Wenyu Liu 005; Gaofeng Ren; Runsheng Yu; Shi Guo; Jianke Zhu; Lei Zhang 006 (AAAI, 2022)

DO-GAN: A Double Oracle Framework for Generative Adversarial Networks. - Aye Phyu Phyu Aung; Xinrun Wang; Runsheng Yu; Bo An 001; Senthilnath Jayavelu; Xiaoli Li 001 (CVPR, 2022)

Constraint-aware Policy Optimization to Solve the Vehicle Routing Problem with Time Windows. - Renchi Zhang; Runsheng Yu; Wei Xia (Inf. Technol. Control., 2022)

Enhancing Meta Learning via Multi-Objective Soft Improvement Functions. - Runsheng Yu; Weiyu Chen; Xinrun Wang; James T. Kwok (ICLR, 2023)

Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games. - Pengdeng Li; Runsheng Yu; Xinrun Wang; Bo An 001 (AAAI, 2024)

Improving Sharpness-Aware Minimization by Lookahead. - Runsheng Yu; Youzhi Zhang 001; James T. Kwok (ICML, 2024)

A Fast Similarity Matrix Calibration Method with Incomplete Query. - Changyi Ma; Runsheng Yu; Youzhi Zhang 001 (WWW, 2024)

Direct Alignment of Language Models via Quality-Aware Self-Refinement. - Runsheng Yu; Yong Wang; Xiaoqi Jiao; Youzhi Zhang 001; James T. Kwok (CoRR, 2024)

Tailed Low-Rank Matrix Factorization for Similarity Matrix Completion. - Changyi Ma; Runsheng Yu; Xiao Chen; Youzhi Zhang 001 (CoRR, 2024)

Beyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model. - Yeyong Yu; Runsheng Yu; Haojie Wei; Zhanqiu Zhang; Quan Qian (ACL (1), 2025)

Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters. - Shanbo Cheng; Yu Bao; Qian Cao; Luyang Huang; Liyan Kang; Zhicheng Liu; Yu Lu; Wenhao Zhu; Jingwen Chen; Zhichao Huang 002; Tao Li; Yifu Li; et al. (CoRR, 2025)

Seed LiveInterpret 2.0: End-to-end Simultaneous Speech-to-speech Translation with Your Voice. - Shanbo Cheng; Yu Bao; Zhichao Huang; Yu Lu; Ningxin Peng; Lu Xu; Runsheng Yu; Rong Cao; Yujiao Du; Ting Han; Yuxiang Hu; Zeyang Li; et al. (CoRR, 2025)