Hua Wu

Joined

February 2018

Names

Hua Wu (Preferred)

,

hua wu

Emails

****@baidu.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Principal Researcher

Baidu (baidu.com)

2010 – 2025

Researcher

Toshiba (toshiba.com.cn)

2003 – 2010

Researcher

Microsoft (microsoft.com)

2001 – 2003

Advisors, Relations & Conflicts

Coauthor

2003 – 2025

Expertise

Natural language processing

,

Large Language Model

,

Machine Translation

1998 – 2025

Publications

Enough is as good as a feast: A Comprehensive Analysis of How Reinforcement Learning Mitigates Task Conflicts in LLMs
Zixuan Ren, Jinliang Lu, Junhong Wu, Yang Zhao, Dai Dai, Hua Wu, Haifeng Wang, Chengqing Zong
- ICLR 2026 Poster
- Readers: Everyone
ProxyAttn: Guided Sparse Attention via Representative Heads
Yixuan Wang, Huang He, Siqi Bao, Hua Wu, Haifeng Wang, Qingfu Zhu, Wanxiang Che
- ICLR 2026 Poster
- Readers: Everyone
Extending RLVR to Open-Ended Tasks via Verifiable Multiple-Choice Reformulation
Mengyu Zhang, Xubo Liu, Dingsiyu, Weichong Yin, Yu Sun, Hua Wu, wenya guo, Ying Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LLMs are Single-threaded Reasoners: Demystifying the Working Mechanism of Soft Thinking
Junhong Wu, Jinliang Lu, Zixuan Ren, Gangqiang Hu, Zhi Wu, Dai Dai, Hua Wu
- ICLR 2026 Poster
- Readers: Everyone
Elastic MoE: Unlocking the Inference-Time Scalability of Mixture-of-Experts
Naibin Gu, Zhenyu Zhang, Yuchen Feng, Yilong Chen, Peng Fu, Zheng Lin, Shuohuan Wang, Yu Sun, Hua Wu, Weiping Wang, Haifeng Wang
- Submitted to ICLR 2026
- Readers: Everyone
A2R: An Asymmetric Two-Stage Reasoning Framework for Parallel Reasoning
Ziqi Wang, Boye Niu, Zhongli Li, Linghui Meng, Jing Liu, Zhi Zheng, Tong Xu, Hua Wu, Haifeng Wang, Enhong Chen
- Submitted to ICLR 2026
- Readers: Everyone
Semantic Energy: Detecting LLM Hallucination Beyond Entropy
Huan Ma, Jiadong Pan, Jing Liu, Yan Chen, Joey Tianyi Zhou, Guangyu Wang, Qinghua Hu, Hua Wu, Changqing Zhang, Haifeng Wang
- Submitted to ICLR 2026
- Readers: Everyone
Knowledge-Level Consistency Reinforcement Learning: Dual-Fact Alignment for Long-Form Factuality
Junliang Li, Yucheng Wang, Yan Chen, Yu Ran, Ruiqing Zhang, Jing Liu, Hua Wu, Haifeng Wang
- Submitted to ICLR 2026
- Readers: Everyone
Residual Stream Analysis of Overfitting And Structural Disruptions
Quan Liu, Han Zhou, Wenquan Wu, Hua Wu, Sen Su
- NeurIPS 2025 poster
- Readers: Everyone
Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions are Needed in Transformer
Yilong Chen, Junyuan Shang, Zhenyu Zhang, Jiawei Sheng, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang
- ICML 2025 poster
- Readers: Everyone

View all 90 publications

Co-Authors

View all 233 co-authors