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Conference and Workshop Papers
- 2025
[c2]Zhi Zhang, Chris Chow, Yasi Zhang, Yanchao Sun, Haochen Zhang, Eric Hanchen Jiang, Han Liu, Furong Huang, Yuchen Cui, Oscar Hernan Madrid Padilla:
Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory. AISTATS 2025: 5050-5058- 2024
- [c1]Eric Hanchen Jiang, Andrew Lizarraga:
SDSRA: A Skill-Driven Skill-Recombination Algorithm for Efficient Policy Learning. Tiny Papers @ ICLR 2024
Informal and Other Publications
- 2025
- [i14]Xiaomin Li, Xupeng Chen, Jingxuan Fan, Eric Hanchen Jiang, Mingye Gao:
Multi-head Reward Aggregation Guided by Entropy. CoRR abs/2503.20995 (2025) - [i13]Sijia Chen, Xiaomin Li, Mengxue Zhang, Eric Hanchen Jiang, Qingcheng Zeng, Chen-Hsiang Yu:
CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs. CoRR abs/2505.11413 (2025) - [i12]Hengli Li, Chenxi Li, Tong Wu, Xuekai Zhu, Yuxuan Wang, Zhaoxin Yu, Eric Hanchen Jiang, Song-Chun Zhu, Zixia Jia, Ying Nian Wu, Zilong Zheng:
Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space. CoRR abs/2505.13308 (2025) - [i11]Eric Hanchen Jiang, Haozheng Luo, Shengyuan Pang, Xiaomin Li, Zhenting Qi, Hengli Li, Cheng-Fu Yang, Zongyu Lin, Xinfeng Li, Hao Xu, Kai-Wei Chang, Ying Nian Wu:
Learning to Rank Chain-of-Thought: An Energy-Based Approach with Outcome Supervision. CoRR abs/2505.14999 (2025) - [i10]Pengsong Zhang, Xiang Hu, Guowei Huang, Yang Qi, Heng Zhang, Xiuxu Li, Jiaxing Song, Jiabin Luo, Yijiang Li, Shuo Yin, Chengxiao Dai, Eric Hanchen Jiang, Xiaoyan Zhou, Zhenfei Yin, Boqin Yuan, Jing Dong, Guinan Su, Guanren Qiao, Haiming Tang, Anghong Du, Lili Pan, Zhenzhong Lan, Xinyu Liu:
aiXiv: A Next-Generation Open Access Ecosystem for Scientific Discovery Generated by AI Scientists. CoRR abs/2508.15126 (2025) - [i9]Guancheng Wan, Leixin Sun, Longxu Dou, Zitong Shi, Fang Wu, Eric Hanchen Jiang, Wenke Huang, Guibin Zhang, Hejia Geng, Xiangru Tang, Zhenfei Yin, Yizhou Sun, Wei Wang:
Diagnose, Localize, Align: A Full-Stack Framework for Reliable LLM Multi-Agent Systems under Instruction Conflicts. CoRR abs/2509.23188 (2025) - [i8]Guancheng Wan, Lucheng Fu, Haoxin Liu, Yiqiao Jin, Hui Yi Leong, Eric Hanchen Jiang, Hejia Geng, Jinhe Bi, Yunpu Ma, Xiangru Tang, B. Aditya Prakash, Yizhou Sun, Wei Wang:
Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE. CoRR abs/2509.24130 (2025) - [i7]Eric Hanchen Jiang, Guancheng Wan, Sophia Yin, Mengting Li, Yuchen Wu, Xiao Liang, Xinfeng Li, Yizhou Sun, Wei Wang, Kai-Wei Chang, Ying Nian Wu:
Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models. CoRR abs/2510.07799 (2025) - [i6]Eric Hanchen Jiang, Weixuan Ou, Run Liu, Shengyuan Pang, Guancheng Wan, Ranjie Duan, Wei Dong, Kai-Wei Chang, XiaoFeng Wang, Ying Nian Wu, Xinfeng Li:
Energy-Driven Steering: Reducing False Refusals in Large Language Models. CoRR abs/2510.08646 (2025) - 2024
- [i5]Eric Hanchen Jiang, Zhi Zhang, Dinghuai Zhang, Andrew Lizarraga, Chenheng Xu, Yasi Zhang, Siyan Zhao, Zhengjie Xu, Peiyu Yu, Yuer Tang, Deqian Kong, Ying Nian Wu:
DODT: Enhanced Online Decision Transformer Learning through Dreamer's Actor-Critic Trajectory Forecasting. CoRR abs/2410.11359 (2024) - [i4]Zhi Zhang, Chris Chow, Yasi Zhang, Yanchao Sun, Haochen Zhang, Eric Hanchen Jiang, Han Liu, Furong Huang, Yuchen Cui, Oscar Hernan Madrid Padilla:
Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayesian Theory. CoRR abs/2411.00401 (2024) - [i3]Eric Hanchen Jiang, Yasi Zhang, Zhi Zhang, Yixin Wan, Andrew Lizarraga, Shufan Li, Ying Nian Wu:
Unlocking the Potential of Text-to-Image Diffusion with PAC-Bayesian Theory. CoRR abs/2411.17472 (2024) - [i2]Andrew Lizarraga
, Eric Hanchen Jiang, Jacob Nowack, Yun Qi Li, Ying Nian Wu, Bernie Boscoe, Tuan Do:
Learning the Evolution of Physical Structure of Galaxies via Diffusion Models. CoRR abs/2411.18440 (2024) - 2023
- [i1]Eric Hanchen Jiang, Andrew Lizarraga:
SDSRA: A Skill-Driven Skill-Recombination Algorithm for Efficient Policy Learning. CoRR abs/2312.03216 (2023)
Coauthor Index
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