Ermo Hua

PhD student, Tsinghua University, Tsinghua University

Joined

December 2023

Names

Ermo Hua (Preferred)

Emails

****@mails.tsinghua.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

Semantic Scholar

Career & Education History

PhD student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

Bowen Zhou

2023 – Present

Expertise

Length Generalization

2024 – Present

Complex Reasoning and Planning

2023 – Present

Publications

MARTI: A Framework for Multi-Agent LLM Systems Reinforced Training and Inference
Kaiyan Zhang, Kai Tian, Runze Liu, Sihang Zeng, Xuekai Zhu, Guoli Jia, Yuchen Fan, Xingtai Lv, Yuxin Zuo, Che Jiang, Yuru wang, Jianyu Wang, Ermo Hua, Xinwei Long, Junqi Gao, Youbang Sun, Zhiyuan Ma, Ganqu Cui, Ning Ding, Biqing Qi et al. (1 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
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 et al. (3 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
LATTS: LAtent space Test Time Scaling for diffusion language models
Yihao Liu, Hangrui Zhou, Ermo Hua, Shaoxuan Tang, Yuhua Jiang, Shuang Cheng, Kaiyan Zhang, Yulong Hui, Jiaoyi Zhang, Yuqiang Li, Huanchen Zhang, Biqing Qi, Bowen Zhou
- Submitted to ICLR 2026
- Readers: Everyone
LFQA-E: Carefully Benchmarking Long-form QA Evaluation
Yuchen Fan, Chen Ling, Xin Zhong, Shuo Zhang, Heng Zhou, Yuchen Zhang, Mingyu Liang, Chengxing Xie, Ermo Hua, Zhizhou He, Cheng Huang, Gang Chen, Ning Ding, Bowen Zhou
- ICLR 2026 Poster
- Readers: Everyone
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism
Yuhua Jiang, Shuang Cheng, Yihao Liu, Ermo Hua, Che Jiang, Weigao Sun, Yu Cheng, Feifei Gao, Biqing Qi, Bowen Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Deep Unfolding with Kernel-based Quantization in MIMO Detection
Zeyi Ren, Jingreng Lei, Yichen Jin, Ermo Hua, Qingfeng Lin, Chen Zhang, Bowen Zhou, Yik Chung WU
- ICML Workshop on ML4Wireless
- Readers: Everyone
TTRL: Test-Time Reinforcement Learning
Yuxin Zuo, Kaiyan Zhang, Li Sheng, Shang Qu, Ganqu Cui, Xuekai Zhu, Haozhan Li, Yuchen Zhang, Xinwei Long, Ermo Hua, Biqing Qi, Youbang Sun, Zhiyuan Ma, Lifan Yuan, Ning Ding, Bowen Zhou
- NeurIPS 2025 poster
- Readers: Everyone
Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization
Ermo Hua, Che Jiang, Xingtai Lv, Kaiyan Zhang, Youbang Sun, Yuchen Fan, Xuekai Zhu, Biqing Qi, Ning Ding, Bowen Zhou
- ICML 2025 poster
- Readers: Everyone
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
Yuxin Zuo, Shang Qu, Yifei Li, Zhang-Ren Chen, Xuekai Zhu, Ermo Hua, Kaiyan Zhang, Ning Ding, Bowen Zhou
- ICML 2025 poster
- Readers: Everyone
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
- ICML 2025 poster
- Readers: Everyone

View all 17 publications

Co-Authors

View all 73 co-authors