Yanghua Xiao

Full Professor, Fudan University

Joined

October 2018

Names

Yanghua Xiao (Preferred)

Emails

****@fudan.edu.cn (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Full Professor

Fudan University (fudan.edu.cn)

2017 – Present

Advisors, Relations & Conflicts

Coauthor

2015 – 2015

Coauthor

2015 – 2015

Coauthor

2015 – 2015

Expertise

Large language model

2020 – 2025

Knowledge Graph

2011 – 2023

Publications

Bridging the Preference Gap: Post-Training Input Rewriting with Large Language Models
ShengKun Tu, Shisong Chen, Zhixu Li, Yanghua Xiao, Liangyue Li, Zulong Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance
Shisong Chen, Qian Zhu, Wenyan Yang, Chengyi Yang, Zhong Wang, Ping Wang, Xuan Lin, Bo Xu, Daqian Li, Chao Yuan, Licai Qi, Wanqing Xu, sun zhenxing, Xin Lu, Shiqiang Xiong, Chao Chen, Haixiang Hu, Yanghua Xiao
- Submitted to ICLR 2026
- Readers: Everyone
Higher-Order Cognitive Chain-of-Thought Is Enough: Evaluation, Analysis, and Optimization
Sihang Jiang, Geng Zhang, Yizhou Ying, Jiaqing Liang, Yifei Fu, Hailin Hu, Yanghua Xiao
- Submitted to ICLR 2026
- Readers: Everyone
Your Models Have Thought Enough: Training Large Reasoning Models to Stop Overthinking
Jinyi Han, Ying Huang, Ying Liao, Haiquan Zhao, Zishang Jiang, Xinyi Wang, Xikun Lu, Guanghao Zhou, Sihang Jiang, Jiaqing Liang, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao
- ICLR 2026 Poster
- Readers: Everyone
Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs
Zishang Jiang, Jinyi Han, tingyun li, Xinyi Wang, Sihang Jiang, Zhaoqian Dai, Ma Shuguang, Fei Yu, Jiaqing Liang, Yanghua Xiao
- ICLR 2026 Poster
- Readers: Everyone
A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
Jinyi Han, Xinyi Wang, Haiquan Zhao, tingyun li, Zishang Jiang, Sihang Jiang, Jiaqing Liang, Xin Alex Lin, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao
- ICLR 2026 Poster
- Readers: Everyone
HINT: Helping Ineffective Rollouts Navigate Towards Effectiveness
Xinyi Wang, Jinyi Han, Zishang Jiang, tingyun li, Jiaqing Liang, Sihang Jiang, Zhaoqian Dai, Ma Shuguang, Fei Yu, Yanghua Xiao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RL Beats SFT while Mitigating Definition Bias in LLM-based Information Extraction
Chengyuan Xiong, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Wenyi Fang, Yanbo Wang, Hailin Hu
- Submitted to ICLR 2026
- Readers: Everyone
Text-to-SQL Benchmarks for Enterprise Realities: Under Massive Scopes, Complex Schemas and Scattered Knowledge
Yuchen Ji, Chengxi Yu, Jie Shi, Xi Cao, Weixin Zhou, Bo Xu, Jiaqing Liang, Hai Chen, Yu Mao, Deqing Yang, Yanghua Xiao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ARM: Adaptive Reasoning Model
Siye Wu, Jian Xie, Yikai Zhang, Aili Chen, Kai Zhang, Yu Su, Yanghua Xiao
- NeurIPS 2025 ER Workshop
- Readers: Everyone

View all 44 publications

Co-Authors

View all 153 co-authors