Tianqi Liu

Software Engineer, Google DeepMind

Joined

July 2019

Names

Tianqi Liu (Preferred)

Emails

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

ACL Anthology

Career & Education History

Software Engineer

Google DeepMind (google.com)

2018 – Present

Advisors, Relations & Conflicts

Coauthor

Mohammad Saleh

2023 – 2025

Coauthor

Jialu Liu

2020 – 2023

PhD Advisor

Hongyu Zhao

2012 – 2017

Expertise

Natural language processing

2020 – 2023

Machine learning

2012 – 2023

Publications

Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning
Shenao Zhang, Yaqing Wang, Yinxiao Liu, Tianqi Liu, Peter Grabowski, Eugene Ie, Zhaoran Wang, Yunxuan Li
- ICLR 2026 Poster
- Readers: Everyone
Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning
Shenao Zhang, Yaqing Wang, Yinxiao Liu, Tianqi Liu, Peter Grabowski, Eugene Ie, Zhaoran Wang, Yunxuan Li
- PUT at ICML 2025 Poster
- Readers: Everyone
RMBoost: Reward Model Training With Preference-Conditional Multi-Aspect Synthetic Data Generation
Jiaming Shen, Ran Xu, Yennie Jun, Zhen Qin, Tianqi Liu, Carl Yang, Yi Liang, Simon Baumgartner, Michael Bendersky
- SSI-FM Poster
- Readers: Everyone
Reward-Guided Prompt Evolving in Reinforcement Learning for LLMs
Ziyu Ye, Rishabh Agarwal, Tianqi Liu, Rishabh Joshi, Sarmishta Velury, Quoc V Le, Qijun Tan, Yuan Liu
- ICML 2025 poster
- Readers: Everyone
Evolving Alignment via Asymmetric Self-Play
Ziyu Ye, Rishabh Agarwal, Tianqi Liu, Rishabh Joshi, Sarmishta Velury, Quoc V Le, Qijun Tan, Yuan Liu
- LanGame Spotlight
- Readers: Everyone
Predicting Text Preference Via Structured Comparative Reasoning
Jing Nathan Yan, Tianqi Liu, Justin T Chiu, Jiaming Shen, Zhen Qin, Yue Yu, Yao Zhao, Charumathi Lakshmanan, Yair Kurzion, Alexander M Rush, Jialu Liu, Michael Bendersky
- ACL 2024
- Readers: Everyone
Evolving Alignment via Asymmetric Self-Play
Ziyu Ye, Rishabh Agarwal, Tianqi Liu, Rishabh Joshi, Sarmishta Velury, Qijun Tan, Yuan Liu
- Submitted to ICLR 2025
- Readers: Everyone
Building Math Agents with Multi-Turn Iterative Preference Learning
Wei Xiong, Chengshuai Shi, Jiaming Shen, Aviv Rosenberg, Zhen Qin, Daniele Calandriello, Misha Khalman, Rishabh Joshi, Bilal Piot, Mohammad Saleh, Chi Jin, Tong Zhang, Tianqi Liu
- ICLR 2025 Poster
- Readers: Everyone
RRM: Robust Reward Model Training Mitigates Reward Hacking
Tianqi Liu, Wei Xiong, Jie Ren, Lichang Chen, Junru Wu, Rishabh Joshi, Yang Gao, Jiaming Shen, Zhen Qin, Tianhe Yu, Daniel Sohn, Anastasia Makarova, Jeremiah Zhe Liu, Yuan Liu, Bilal Piot, Abe Ittycheriah, Aviral Kumar, Mohammad Saleh
- ICLR 2025 Poster
- Readers: Everyone
Direct Language Model Alignment from Online AI Feedback
Shangmin Guo, Biao Zhang, Tianlin Liu, Tianqi Liu, Misha Khalman, Felipe Llinares-López, Alexandre Rame, Thomas Mesnard, Yao Zhao, Bilal Piot, Johan Ferret, Mathieu Blondel
- Submitted to NeurIPS 2024
- Readers: Everyone

View all 45 publications

Co-Authors

View all 109 co-authors