Tongran Liu

Associate Professor, Institute of Psychology, Chinese Academy of Sciences

Joined

February 2024

Names

Tongran Liu (Preferred)

Emails

****@psych.ac.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Associate Professor

Institute of Psychology, Chinese Academy of Sciences (psych.ac.cn)

2014 – 2026

Advisors, Relations & Conflicts

Coworker

Xun Liu

2020 – 2025

PhD Advisor

Jiannong Shi

2005 – 2009

Expertise

reinforcement learning

Present

cognitive neuroscience

Present

computational modeling

Present

Publications

MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
Chenglong Wang, Yang Gan, Hang Zhou, Chi Hu, Yongyu Mu, Kai Song, Murun Yang, Bei Li, Chunliang Zhang, Tongran Liu, Jingbo Zhu, Zhengtao Yu, Tong Xiao
- CoRR 2025
- Readers: Everyone
HEAL: A Hypothesis-Based Preference-Aware Analysis Framework
Yifu Huo, Chenglong Wang, Qiren Zhu, Shunjie Xing, Tong Xiao, Chunliang Zhang, Tongran Liu, Jinbo Zhu
- CoRR 2025
- Readers: Everyone
GRAM: A Generative Foundation Reward Model for Reward Generalization
Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu
- CoRR 2025
- Readers: Everyone
MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
Chenglong Wang, Yang Gan, Hang Zhou, Chi Hu, Yongyu Mu, Kai Song, MuRun Yang, Bei Li, Chunliang Zhang, Tongran Liu, JingBo Zhu, Zhengtao Yu, Tong Xiao
- NeurIPS 2025 poster
- Readers: Everyone
GRAM: A Generative Foundation Reward Model for Reward Generalization
Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, MuRun Yang, Bei Li, Tong Xiao, Chunliang Zhang, Tongran Liu, JingBo Zhu
- ICML 2025 poster
- Readers: Everyone
GRAM: A Generative Foundation Reward Model for Reward Generalization
Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Bei Li, Tong Xiao, Chunliang Zhang, Tongran Liu, JingBo Zhu
- ICML 2025
- Readers: Everyone
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data
Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Murun Yang, Qiaozhi He, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu
- AAAI 2025
- Readers: Everyone
Revealing the Parallel Multilingual Learning within Large Language Models
Yongyu Mu, Peinan Feng, Zhiquan Cao, Yuzhang Wu, Bei Li, Chenglong Wang, Tong Xiao, Kai Song, Tongran Liu, Chunliang Zhang, JingBo Zhu
- EMNLP 2024
- Readers: Everyone
Hybrid Alignment Training for Large Language Models
Chenglong Wang, Hang Zhou, Kaiyan Chang, Bei Li, Yongyu Mu, Tong Xiao, Tongran Liu, JingBo Zhu
- ACL (Findings) 2024
- Readers: Everyone
Large Language Models are Parallel Multilingual Learners
Yongyu Mu, Peinan Feng, Zhiquan Cao, Yuzhang Wu, Bei Li, Chenglong Wang, Tong Xiao, Kai Song, Tongran Liu, Chunliang Zhang, Jingbo Zhu
- CoRR 2024
- Readers: Everyone

View all 18 publications

Co-Authors

View all 27 co-authors