Liangyou Li

Researcher, Huawei Noah's Ark Lab

Joined

July 2019

Names

Liangyou Li

Emails

****@huawei.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Huawei Noah's Ark Lab (huawei.com)

2017 – Present

PhD student

Dublin City University (dcu.ie)

2013 – 2017

MS student

Soochow University (suda.edu.cn)

2010 – 2013

Advisors, Relations & Conflicts

Coworker

Qun Liu

2018 – Present

Coworker

Xin Jiang

2017 – Present

PhD Advisor

Qun Liu

2013 – 2017

PhD Advisor

Andy Way

2013 – 2017

Expertise

machine translation

2010 – Present

Publications

From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation
Yuxin Jiang, Yufei Wang, Qiyuan Zhang, Xingshan Zeng, Liangyou Li, Jierun Chen, Chaofan Tao, Haoli Bai, Lifeng Shang
- ICLR 2026 Poster
- Readers: Everyone
ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction
Xingshan Zeng, Weiwen Liu, Lingzhi Wang, Liangyou Li, Fei Mi, Yasheng Wang, Lifeng Shang, Xin Jiang, Qun Liu
- ICLR 2026 Poster
- Readers: Everyone
Subtle Errors Matter: Preference Learning via Error-injected Self-editing
Kaishuai Xu, Tiezheng YU, Wenjun Hou, Yi Cheng, Chak Tou Leong, Liangyou Li, Xin Jiang, Lifeng Shang, Qun Liu, Wenjie Li
- Submitted to ICLR 2025
- Readers: Everyone
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
Qiyuan Zhang, Yufei Wang, Tiezheng YU, Yuxin Jiang, Chuhan Wu, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma
- ICLR 2025 Poster
- Readers: Everyone
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization
Yuxin Jiang, Bo Huang, Yufei Wang, Xingshan Zeng, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Wei Wang
- ICLR 2025 Poster
- Readers: Everyone
M$^4$LE: A Multi-Ability Multi-Range Long Context Evaluation Benchmark for Large Language Models
Wai-Chung Kwan, Xingshan Zeng, Yufei Wang, Yusen Sun, Liangyou Li, Lifeng Shang, Qun Liu, Kam-Fai Wong
- Submitted to ICLR 2024
- Readers: Everyone
AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation
Xingshan Zeng, Liangyou Li, Qun Liu
- EMNLP 2023 Findings
- Readers: Everyone
Learning Multilingual Representation for Natural Language Understanding with Enhanced Cross-Lingual Supervision
Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu
- 09 Jul 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models
Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu
- 09 Jul 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Document Graph for Neural Machine Translation
Xu Mingzhou, Liangyou Li, Derek F. Wong, Qun Liu, Lidia S. Chao
- 17 Feb 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 29 publications

Co-Authors

View all 65 co-authors