Fanghua Ye

Senior Researcher, Tencent Hunyuan

Joined

August 2021

Names

Fanghua Ye (Preferred)

Emails

****@ucl.ac.uk (Confirmed)

****@tencent.com

Personal Links

Career & Education History

Senior Researcher

Tencent Hunyuan (tencent.com)

2024 – Present

PhD student

University College London (ucl.ac.uk)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Emine Yilmaz

2019 – 2024

Expertise

Large Language Models

2022 – Present

Conversational AI

2019 – Present

Graph Representation Learning and Analysis

2015 – Present

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- ICLR 2026 Conference Withdrawn Submission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- ICLR 2026 Conference Withdrawn Submission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- ICLR 2026 Conference Withdrawn Submission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
From LLMs to LRMs: Rethinking Pruning for Reasoning-Centric Models
Longwei Ding, Anhao Zhao, Fanghua Ye, Ziyang Chen, Jian Zhu, Xiaoyu Shen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ATTS: Asynchronous Test-Time Scaling via Conformal Prediction
Jing Xiong, Qiujiang Chen, Fanghua Ye, Zhongwei Wan, Chuanyang Zheng, Chenyang Zhao, Hui Shen, Alexander Hanbo Li, Chaofan Tao, Haochen Tan, Haoli Bai, Lifeng Shang, Lingpeng Kong, Ngai Wong
- ICLR 2026 Poster
- Readers: Everyone
SSFO: Self-Supervised Faithfulness Optimization for Retrieval-Augmented Generation
Xiaqiang Tang, Yi Wang, Keyu Hu, Chuang Li, Weigao Sun, Fanghua Ye, Ruihan Yang, Jian Li, Sihong Xie
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Soft-consensual Federated Learning for Data Heterogeneity via Multiple Paths
Sheng Huang, Lele Fu, Fanghua Ye, Tianchi Liao, Bowen Deng, zhangchuanfu, Chuan Chen
- NeurIPS 2025 poster
- Readers: Everyone
The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement
Ruihan Yang, Fanghua Ye, Jian Li, Siyu Yuan, Yikai Zhang, Zhaopeng Tu, Xiaolong Li, Deqing Yang
- NeurIPS 2025 poster
- Readers: Everyone
SkipGPT: Each Token is One of a Kind
Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Jing Xiong, Zhiwei Fei, Hui Su, Xiaoyu Shen
- ICML 2025 poster
- Readers: Everyone

View all 61 publications

Co-Authors

View all 153 co-authors