Yeyun Gong

36 papers at tracked venues · 27 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×11 ICLR ×6 NAACL ×6 NeurIPS ×4 AAAI ×3 ICML ×2 EMNLP ×1 OOPSLA ×1 WSDM ×1 WWW ×1

Frequent coauthors

Yelong Shen

×13

Xiao Liu

×11

Nan Duan

×11

Weizhu Chen

×9

Lei Ji

×7

Xiao Liang

×7

Zhenghao Lin

×6

Chen Lin

×6

Shuai Lu

×5

Jian Jiao

×5

Peng Cheng

×4

Xiao Liu

×4

Papers

Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training
ACL 2026 ·
Kailai Yang
,
Xiao Liu
,
Lei Ji
,
Hao Li
,
Xiao Liang
,
Zhiwei Liu
, Yeyun Gong,
Peng Cheng
,
Mao Yang
DynamixSFT: Dynamic Mixture Optimization of Instruction Tuning Collections
ACL 2026 ·
Haebin Shin
,
Lei Ji
,
Xiao Liu
,
Zhiwei Yu
,
Hyunwoo Yoo
,
Qi Chen
, Yeyun Gong
Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions
ACL 2026 ·
Boyan Duan
,
Xiao Liang
,
Shuai Lu
,
Yaoxiang Wang
,
Yelong Shen
,
Kai-Wei Chang
,
Ying Nian Wu
,
Mao Yang
,
Weizhu Chen
, Yeyun Gong
How Does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective
AAAI 2026 ·
Shimao Zhang
,
Zhejian Lai
,
Xiang Liu
,
Shuaijie She
,
Xiao Liu
, Yeyun Gong,
Shujian Huang
,
Jiajun Chen
Is Your Language Model Ready for Monetization Decisions?
ACL 2026 ·
Jialu Gao
,
Hua Li
,
Tracy Ortman
, Yeyun Gong,
Jian Jiao
LayerNorm Induces Recency Bias in Transformer Decoders
ACL 2026 ·
Junu Kim
,
Xiao Liu
,
Zhenghao Lin
,
Lei Ji
, Yeyun Gong,
Edward Choi
Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
ACL 2026 ·
Zhong-Zhi Li
,
Xiao Liang
,
Zihao Tang
,
Lei Ji
,
Peijie Wang
,
Haotian Xu
,
Xing W
,
Haizhen Huang
,
Weiwei Deng
, Yeyun Gong,
Zhijiang Guo
,
Xiao Liu
,
Fei Yin
,
Cheng-Lin Liu
Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability
ACL 2026 ·
Xiao Liang
,
Zhong-Zhi Li
,
Zhenghao Lin
,
Eric Hanchen Jiang
,
Hengyuan Zhang
,
Yelong Shen
,
Kai-Wei Chang
,
Ying Nian Wu
, Yeyun Gong,
Weizhu Chen
Adapting LLM Agents with Universal Communication Feedback
NAACL 2025 ·
Kuan Wang
,
Yadong Lu
,
Michael Santacroce
, Yeyun Gong,
Chao Zhang
,
Yelong Shen
Alchemy: Amplifying Theorem-Proving Capability Through Symbolic Mutation
ICLR 2025 ·
Shaonan Wu
,
Shuai Lu
, Yeyun Gong,
Nan Duan
,
Ping Wei
AutoVerus: Automated Proof Generation for Rust Code
OOPSLA 2025 ·
Chenyuan Yang
,
Xuheng Li
,
Md Rakib Hossain Misu
,
Jianan Yao
,
Weidong Cui
, Yeyun Gong,
Chris Hawblitzel
,
Shuvendu K. Lahiri
,
Jacob R. Lorch
,
Shuai Lu
,
Fan Yang
,
Ziqiao Zhou
,
Shan Lu
Automated Proof Generation for Rust Code via Self-Evolution
ICLR 2025 ·
Tianyu Chen
,
Shuai Lu
,
Shan Lu
, Yeyun Gong,
Chenyuan Yang
,
Xuheng Li
,
Md Rakib Hossain Misu
,
Hao Yu
,
Nan Duan
,
Peng Cheng
,
Fan Yang
,
Shuvendu K. Lahiri
,
Tao Xie
,
Lidong Zhou
Enhancing Large Language Model Performance with Gradient-Based Parameter Selection
AAAI 2025 ·
Haoling Li
,
Xin Zhang
,
Xiao Liu
, Yeyun Gong,
Yifan Wang
,
Qi Chen
,
Peng Cheng
Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning
NAACL 2025 ·
Sungjin Park
,
Xiao Liu
, Yeyun Gong,
Edward Choi
Generative Prompt Internalization
NAACL 2025 ·
Haebin Shin
,
Lei Ji
, Yeyun Gong,
Sungdong Kim
,
Eunbi Choi
,
Minjoon Seo
Integrative Decoding: Improving Factuality via Implicit Self-consistency
ICLR 2025 ·
Yi Cheng
,
Xiao Liang
, Yeyun Gong,
Wen Xiao
,
Song Wang
,
Yuji Zhang
,
Wenjun Hou
,
Kaishuai Xu
,
Wenge Liu
,
Wenjie Li
,
Jian Jiao
,
Qi Chen
,
Peng Cheng
,
Wayne Xiong
Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning
AAAI 2025 ·
Yiming Huang
,
Xiao Liu
, Yeyun Gong,
Zhibin Gou
,
Yelong Shen
,
Nan Duan
,
Weizhu Chen
Optimizing Large Language Model Training Using FP4 Quantization
ICML 2025 ·
Ruizhe Wang
, Yeyun Gong,
Xiao Liu
,
Guoshuai Zhao
,
Ziyue Yang
,
Baining Guo
,
Zheng-Jun Zha
,
Peng Cheng
Overcoming Vocabulary Mismatch: Vocabulary-agnostic Teacher Guided Language Modeling
ICML 2025 ·
Haebin Shin
,
Lei Ji
,
Xiao Liu
, Yeyun Gong
PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning
NeurIPS 2025 ·
Yizhen Zhang
,
Yang Ding
,
Shuoshuo Zhang
,
Xinchen Zhang
,
Haoling Li
,
Zhong-Zhi Li
,
Peijie Wang
,
Jie Wu
,
Lei Ji
, Yeyun Gong,
Yelong Shen
,
Yujiu Yang
Process-based Self-Rewarding Language Models
ACL 2025 ·
Shimao Zhang
,
Xiao Liu
,
Xin Zhang
,
Junxiao Liu
,
Zheheng Luo
,
Shujian Huang
, Yeyun Gong
Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection
NeurIPS 2025 ·
Zheng Zhan
,
Liliang Ren
,
Shuohang Wang
,
Liyuan Liu
,
Yang Liu
, Yeyun Gong,
Yanzhi Wang
,
Yelong Shen
SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
NeurIPS 2025 ·
Xiao Liang
,
Zhong-Zhi Li
, Yeyun Gong,
Yang Wang
,
Hengyuan Zhang
,
Yelong Shen
,
Ying Nian Wu
,
Weizhu Chen
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
ACL 2025 ·
Zheheng Luo
,
Xin Zhang
,
Xiao Liu
,
Haoling Li
, Yeyun Gong,
Qi Chen
,
Peng Cheng
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators
NAACL 2024 ·
Xingwei He
,
Zhenghao Lin
, Yeyun Gong,
A-Long Jin
,
Hang Zhang
,
Chen Lin
,
Jian Jiao
,
Siu Ming Yiu
,
Nan Duan
,
Weizhu Chen
CMMLU: Measuring massive multitask language understanding in Chinese
ACL 2024 ·
Haonan Li
,
Yixuan Zhang
,
Fajri Koto
,
Yifei Yang
,
Hai Zhao
, Yeyun Gong,
Nan Duan
,
Timothy Baldwin
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing
ICLR 2024 ·
Zhibin Gou
,
Zhihong Shao
, Yeyun Gong,
Yelong Shen
,
Yujiu Yang
,
Nan Duan
,
Weizhu Chen
Competition-Level Problems are Effective LLM Evaluators
ACL 2024 ·
Yiming Huang
,
Zhenghao Lin
,
Xiao Liu
, Yeyun Gong,
Shuai Lu
,
Fangyu Lei
,
Yaobo Liang
,
Yelong Shen
,
Chen Lin
,
Nan Duan
,
Weizhu Chen
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models
NAACL 2024 ·
Jiashuo Sun
,
Yi Luo
, Yeyun Gong,
Chen Lin
,
Yelong Shen
,
Jian Guo
,
Nan Duan
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models
NAACL 2024 ·
Yi Luo
,
Zhenghao Lin
,
Yuhao Zhang
,
Jiashuo Sun
,
Chen Lin
,
Chengjin Xu
,
Xiangdong Su
,
Yelong Shen
,
Jian Guo
, Yeyun Gong
LEAD: Liberal Feature-based Distillation for Dense Retrieval
WSDM 2024 ·
Hao Sun
,
Xiao Liu
, Yeyun Gong,
Anlei Dong
,
Jingwen Lu
,
Yan Zhang
,
Linjun Yang
,
Rangan Majumder
,
Nan Duan
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
WWW 2024 ·
Qi Chen
,
Xiubo Geng
,
Corby Rosset
,
Carolyn Buractaon
,
Jingwen Lu
,
Tao Shen
,
Kun Zhou
,
Chenyan Xiong
, Yeyun Gong,
Paul N. Bennett
,
Nick Craswell
,
Xing Xie
,
Fan Yang
,
Bryan Tower
,
Nikhil Rao
,
Anlei Dong
,
Wenqi Jiang
,
Zheng Liu
,
Mingqin Li
,
Chuanjie Liu
,
Zengzhong Li
,
Rangan Majumder
,
Jennifer Neville
,
Andy Oakley
,
Knut Magne Risvik
,
Harsha Vardhan Simhadri
,
Manik Varma
,
Yujing Wang
,
Linjun Yang
,
Mao Yang
,
Ce Zhang
Not All Tokens Are What You Need for Pretraining
NeurIPS 2024 ·
Zhenghao Lin
,
Zhibin Gou
, Yeyun Gong,
Xiao Liu
,
Yelong Shen
,
Ruochen Xu
,
Chen Lin
,
Yujiu Yang
,
Jian Jiao
,
Nan Duan
,
Weizhu Chen
Task Oriented In-Domain Data Augmentation
EMNLP 2024 ·
Xiao Liang
,
Xinyu Hu
,
Simiao Zuo
, Yeyun Gong,
Qiang Lou
,
Yi Liu
,
Shao-Lun Huang
,
Jian Jiao
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
ICLR 2024 ·
Jiashuo Sun
,
Chengjin Xu
,
Lumingyuan Tang
,
Saizhuo Wang
,
Chen Lin
, Yeyun Gong,
Lionel M. Ni
,
Heung-Yeung Shum
,
Jian Guo
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
ICLR 2024 ·
Zhibin Gou
,
Zhihong Shao
, Yeyun Gong,
Yelong Shen
,
Yujiu Yang
,
Minlie Huang
,
Nan Duan
,
Weizhu Chen