Ruotian Ma

Researcher, Tencent

Joined

August 2021

Names

Ruotian Ma (Preferred)

Emails

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

****@tencent.com (Confirmed)

Personal Links

Google Scholar

DBLP

ACL Anthology

Career & Education History

Researcher

Tencent (tencent.com)

2024 – Present

PhD student

Fudan University (fudan.edu.cn)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Qi Zhang

Present

PhD Advisor

Xuanjing Huang

Present

Expertise

No areas of expertise listed

Publications

BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs
Yue Wang, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Wanshun CHEN, Huang Liu, Jiadi Yao, Xin He, Qu Yang, Qingxuan Jiang, Fanghua Ye, Juntao Li, Min Zhang, Zhaopeng Tu, Xiaolong Li, Liefeng Bo
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
The Social Welfare Function Leaderboard: When LLM Agents Allocate Social Welfare
Zhengliang Shi, Ruotian Ma, Jen-tse Huang, Xinbei Ma, Xingyu Chen, Mengru Wang, Qu Yang, Yue Wang, Fanghua Ye, Ziyang Chen, Shanyi Wang, CIXING LI, Wenxuan Wang, Zhaopeng Tu, Xiaolong Li, Zhaochun Ren, Liefeng Bo
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
Peisong Wang, Ruotian Ma, Bang Zhang, Xingyu Chen, Zhiwei He, Kang Luo, Qingsong Lv, Qingxuan Jiang, Zheng Xie, Shanyi Wang, CIXING LI, Yuan Li, Fanghua Ye, Jian Li, Yifan Yang, Jia Li, Zhaopeng Tu, Xiaolong Li
- ICLR 2026 Poster
- Readers: Everyone
The Hunger Game Debate: On the Emergence of Over-Competition in Multi-Agent Systems
Xinbei Ma, Ruotian Ma, Xingyu Chen, Zhengliang Shi, Mengru Wang, Jen-tse Huang, Qu Yang, Wenxuan Wang, Fanghua Ye, Qingxuan Jiang, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, hai zhao, Zhaopeng Tu, Xiaolong Li, Liefeng Bo
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
Mengru Wang, Xingyu Chen, Yue Wang, Zhiwei He, Jiahao Xu, Tian Liang, Qiuzhi Liu, Yunzhi Yao, Wenxuan Wang, Ruotian Ma, Haitao Mi, Ningyu Zhang, Zhaopeng Tu, Xiaolong Li, Dong Yu
- NeurIPS 2025 poster
- Readers: Everyone
SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
Jiaqi Chen, Bang Zhang, Ruotian Ma, Peisong Wang, Xiaodan Liang, Zhaopeng Tu, Xiaolong Li, Kwan-Yee K. Wong
- NeurIPS 2025 poster
- Readers: Everyone
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs
Xin Zhou, Ping Nie, Yiwen Guo, Haojie Wei, Zhanqiu Zhang, Pasquale Minervini, Ruotian Ma, Tao Gui, Qi Zhang, Xuanjing Huang
- CoRR 2024
- Readers: Everyone
Making Harmful Behaviors Unlearnable for Large Language Models
Xin Zhou, Yi Lu, Ruotian Ma, Yujian Wei, Tao Gui, Qi Zhang, Xuanjing Huang
- ACL (Findings) 2024
- Readers: Everyone
Are Large Language Models Good Prompt Optimizers?
Ruotian Ma, Xiaolei Wang, Xin Zhou, Jian Li, Nan Du, Tao Gui, Qi Zhang, Xuanjing Huang
- CoRR 2024
- Readers: Everyone

View all 34 publications

Co-Authors

View all 117 co-authors