Bingning Wang

Researcher, Beijing Baichuan Intelligence Technology Co., Ltd.

Joined

June 2023

Names

Bingning Wang (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Beijing Baichuan Intelligence Technology Co., Ltd. (baichuan-ai.com)

2023 – Present

Researcher

sogou (sogou.com)

2018 – 2023

PhD student

, Institute of automation, Chinese academy of science (nlpr.ia.ac.cn)

2013 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Jun Zhao

2013 – 2018

PhD Advisee

Kang Liu

2013 – 2018

Expertise

large language models

2020 – Present

deep learning

2013 – Present

Publications

Surrogate Signals from Format and Length: Reinforcement Learning for Solving Mathematical Problems without Ground Truth Answers
Rihui Xin, Han Liu, Zecheng Wang, Yupeng Zhang, Dianbo Sui, Xiaolin Hu, Bingning Wang
- ICLR 2026 Workshop LLM Reasoning
- Readers: Everyone
Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN
Yao Xu, Mingyu Xu, Fangyu Lei, Wangtao Sun, ZengXiangrong, Bingning Wang, Guang Liu, Haoran Cai, Shizhu He, Jun Zhao, Kang Liu
- Submitted to ICLR 2026
- Readers: Everyone
Surrogate Signals from Format and Length: Reinforcement Learning for Solving Mathematical Problems without Ground Truth Answers
Rihui Xin, Han Liu, Zecheng Wang, Yupeng Zhang, Dianbo Sui, Xiaolin Hu, Bingning Wang
- Submitted to ICLR 2026
- Readers: Everyone
SSRL: Self-Search Reinforcement Learning
Yuchen Fan, Kaiyan Zhang, Heng Zhou, Yuxin Zuo, Yu Fu, Yanxu Chen, Xinwei Long, Xuekai Zhu, Che Jiang, Yuchen Zhang, Li Kang, Cheng Huang, Gang Chen, Zhizhou He, Bingning Wang, LEI BAI, Ning Ding, Bowen Zhou
- Submitted to ICLR 2026
- Readers: Everyone
Towards a Unified View of Large Language Model Post-Training
Xingtai Lv, Yuxin Zuo, Youbang Sun, Hongyi Liu, Yuntian Wei, Zhekai Chen, Lixuan He, Xuekai Zhu, Kaiyan Zhang, Bingxiang He, Bingning Wang, Ning Ding, Bowen Zhou
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
VPO: Reasoning Preferences Optimization Based on $\mathcal{V}$-Usable Information
Zecheng Wang, Chunshan Li, Yupeng Zhang, Han Liu, Bingning Wang, Dianhui Chu, Dianbo Sui
- NeurIPS 2025 spotlight
- Readers: Everyone
Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization
Deyuan Liu, Zecheng Wang, Bingning Wang, Weipeng Chen, Chunshan Li, Zhiying Tu, Dianhui Chu, Dianbo Sui
- ICML 2025 poster
- Readers: Everyone
KV Shifting Attention Enhances Language Modeling
Mingyu Xu, Bingning Wang, Weipeng Chen
- ICML 2025 poster
- Readers: Everyone
Extracting and Transferring Abilities For Building Multi-lingual Ability-enhanced Large Language Models
Zhipeng Chen, Liang Song, Kun Zhou, Xin Zhao, Bingning Wang, weipeng chen, Ji-Rong Wen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Exploring the Design Space of Visual Context Representation in Video MLLMs
Yifan Du, Yuqi Huo, Kun Zhou, Zijia Zhao, Haoyu Lu, Han Huang, Xin Zhao, Bingning Wang, weipeng chen, Ji-Rong Wen
- ICLR 2025 Poster
- Readers: Everyone

View all 38 publications

Co-Authors

View all 152 co-authors