Yanchao Sun
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
20
Venues
9
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
20 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AISTATS | Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory. | Zhi Zhang, Chris Chow, Yasi Zhang, Yanchao Sun, Haochen Zhang, Eric Hanchen Jiang, Han Liu, Furong Huang, Yuchen Cui, Oscar Hernan Madrid Padilla |
| 2025 | ICLR | TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights. | Aiwei Liu, Haoping Bai, Zhiyun Lu, Yanchao Sun, Xiang Kong, Xiaoming Simon Wang, Jiulong Shan, Albin Madappally Jose, Xiaojiang Liu, Lijie Wen, Philip S. Yu, Meng Cao |
| 2025 | ICRA | Safety Guaranteed Robust Multi-Agent Reinforcement Learning with Hierarchical Control for Connected and Automated Vehicles. | Zhili Zhang, H. M. Sabbir Ahmad, Ehsan Sabouni, Yanchao Sun, Furong Huang, Wenchao Li, Fei Miao |
| 2025 | NAACL | MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains. | Guoli Yin, Haoping Bai, Shuang Ma, Feng Nan, Yanchao Sun, Zhaoyang Xu, Shen Ma, Jiarui Lu, Xiang Kong, Aonan Zhang, Dian Ang Yap, Yizhe Zhang, Karsten Ahnert, Vik Kamath, Mathias Berglund, Dominic Walsh, Tobias Gindele, Juergen Wiest, Zhengfeng Lai, Xiaoming Wang, Jiulong Shan, Meng Cao, Ruoming Pang, Zirui Wang |
| 2024 | ICLR | Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations. | Yongyuan Liang, Yanchao Sun, Ruijie Zheng, Xiangyu Liu, Benjamin Eysenbach, Tuomas Sandholm, Furong Huang, Stephen Marcus McAleer |
| 2024 | ICLR | Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RL. | Xiangyu Liu, Souradip Chakraborty, Yanchao Sun, Furong Huang |
| 2024 | ICLR | Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies. | Xiangyu Liu, Chenghao Deng, Yanchao Sun, Yongyuan Liang, Furong Huang |
| 2024 | ICLR | COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL. | Xiyao Wang, Ruijie Zheng, Yanchao Sun, Ruonan Jia, Wichayaporn Wongkamjan, Huazhe Xu, Furong Huang |
| 2024 | ICML | Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate. | Yuancheng Xu, Chenghao Deng, Yanchao Sun, Ruijie Zheng, Xiyao Wang, Jieyu Zhao, Furong Huang |
| 2023 | ICCV | Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training. | Yao Wei, Yanchao Sun, Ruijie Zheng, Sai Vemprala, Rogerio Bonatti, Shuhang Chen, Ratnesh Madaan, Zhongjie Ba, Ashish Kapoor, Shuang Ma |
| 2023 | ICLR | SMART: Self-supervised Multi-task pretrAining with contRol Transformers. | Yanchao Sun, Shuang Ma, Ratnesh Madaan, Rogerio Bonatti, Furong Huang, Ashish Kapoor |
| 2023 | ICLR | Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication. | Yanchao Sun, Ruijie Zheng, Parisa Hassanzadeh, Yongyuan Liang, Soheil Feizi, Sumitra Ganesh, Furong Huang |
| 2023 | ICLR | Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness. | Yuancheng Xu, Yanchao Sun, Micah Goldblum, Tom Goldstein, Furong Huang |
| 2022 | APNOMS | DDoS Attack Detection Combining Time Series-based Multi-dimensional Sketch and Machine Learning. | Yanchao Sun, Yuanfeng Han, Yue Zhang, Mingsong Chen, Shui Yu, Yimin Xu |
| 2022 | ICLR | Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL. | Yanchao Sun, Ruijie Zheng, Yongyuan Liang, Furong Huang |
| 2022 | ICLR | Transfer RL across Observation Feature Spaces via Model-Based Regularization. | Yanchao Sun, Ruijie Zheng, Xiyao Wang, Andrew E. Cohen, Furong Huang |
| 2021 | AAAI | TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL. | Yanchao Sun, Xiangyu Yin, Furong Huang |
| 2021 | ICLR | Vulnerability-Aware Poisoning Mechanism for Online RL with Unknown Dynamics. | Yanchao Sun, Da Huo, Furong Huang |
| 2020 | AISTATS | Understanding Generalization in Deep Learning via Tensor Methods. | Jingling Li, Yanchao Sun, Jiahao Su, Taiji Suzuki, Furong Huang |
| 2017 | ICDM | Collaborative Inference of Coexisting Information Diffusions. | Yanchao Sun, Cong Qian, Ning Yang, Philip S. Yu |