Hengli Li

According to our database, Hengli Li authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

V-HUB: A Visual-Centric Humor Understanding Benchmark for Video LLMs.

Zhengpeng Shi, Hengli Li, Yanpeng Zhao, Jianqun Zhou, Yuxuan Wang, Qinrong Cui, Wei Bi, Song-Chun Zhu, Bo Zhao, Zilong Zheng

CoRR, September, 2025

MILR: Improving Multimodal Image Generation via Test-Time Latent Reasoning.

Yapeng Mi, Hengli Li, Yanpeng Zhao, Chenxi Li, Huimin Wu, Xiaojian Ma, Song-Chun Zhu, Ying Nian Wu, Qing Li

CoRR, September, 2025

FlowRL: Matching Reward Distributions for LLM Reasoning.

Xuekai Zhu, Daixuan Cheng, Dinghuai Zhang, Hengli Li, Kaiyan Zhang, Che Jiang, Youbang Sun, Ermo Hua, Yuxin Zuo, Xingtai Lv, Qizheng Zhang, Lin Chen, Fanghao Shao, Bo Xue, Yunchong Song, Zhenjie Yang, Ganqu Cui, Ning Ding, Jianfeng Gao, Xiaodong Liu, Bowen Zhou, Hongyuan Mei, Zhouhan Lin

CoRR, September, 2025

Discrete Markov Bridge.

Hengli Li, Yuxuan Wang, Song-Chun Zhu, Ying Nian Wu, Zilong Zheng

CoRR, May, 2025

Learning to Rank Chain-of-Thought: An Energy-Based Approach with Outcome Supervision.

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

CoRR, May, 2025

Seek in the Dark: Reasoning via Test-Time Instance-Level Policy Gradient in Latent Space.

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

CoRR, May, 2025

Causal Graph Guided Steering of LLM Values via Prompts and Sparse Autoencoders.

Yipeng Kang, Junqi Wang, Yexin Li, Fangwei Zhong, Xue Feng, Mengmeng Wang, Wenming Tu, Quansen Wang, Hengli Li, Zilong Zheng

CoRR, January, 2025

Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective.

Yipeng Kang, Junqi Wang, Yexin Li, Mengmeng Wang, Wenming Tu, Quansen Wang, Hengli Li, Tingjun Wu, Xue Feng, Fangwei Zhong, Zilong Zheng

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

How to Synthesize Text Data without Model Collapse?

Xuekai Zhu, Daixuan Cheng, Hengli Li, Kaiyan Zhang, Ermo Hua, Xingtai Lv, Ning Ding, Zhouhan Lin, Zilong Zheng, Bowen Zhou

CoRR, 2024

MindDial: Enhancing Conversational Agents with Theory-of-Mind for Common Ground Alignment and Negotiation.

Shuwen Qiu, Mingdian Liu, Hengli Li, Song-Chun Zhu, Zilong Zheng

Proceedings of the 25th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2024

2023

Diplomat: A Dialogue Dataset for Situated PragMATic Reasoning.

Hengli Li, Song-Chun Zhu, Zilong Zheng

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023