Yelong Shen

22 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×7 NAACL ×4 ACL ×3 ICLR ×3 AAAI ×2 CCS ×1 CVPR ×1 EMNLP ×1

Frequent coauthors

Weizhu Chen

×13

Yeyun Gong

×13

Nan Duan

×6

Liliang Ren

×5

Shuohang Wang

×5

Zhenghao Lin

×4

Zhibin Gou

×4

Yujiu Yang

×4

Chen Lin

×4

Xiao Liang

×3

Ying Nian Wu

×3

Zhong-Zhi Li

×3

Papers

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
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
Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
NeurIPS 2025 ·
Liliang Ren
,
Congcong Chen
,
Haoran Xu
,
Young Jin Kim
,
Adam Atkinson
,
Zheng Zhan
,
Jiankai Sun
,
Baolin Peng
,
Liyuan Liu
,
Shuohang Wang
,
Hao Cheng
,
Jianfeng Gao
,
Weizhu Chen
, Yelong Shen
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
CVPR 2025 ·
Yiping Wang
,
Xuehai He
,
Kuan Wang
,
Luyao Ma
,
Jianwei Yang
,
Shuohang Wang
,
Simon Shaolei Du
, Yelong Shen
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
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
AAAI 2025 ·
Yaming Yang
,
Dilxat Muhtar
, Yelong Shen,
Yuefeng Zhan
,
Jianfeng Liu
,
Yujing Wang
,
Hao Sun
,
Weiwei Deng
,
Feng Sun
,
Qi Zhang
,
Weizhu Chen
,
Yunhai Tong
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
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
NeurIPS 2025 ·
Yiping Wang
,
Qing Yang
,
Zhiyuan Zeng
,
Liliang Ren
,
Liyuan Liu
,
Baolin Peng
,
Hao Cheng
,
Xuehai He
,
Kuan Wang
,
Jianfeng Gao
,
Weizhu Chen
,
Shuohang Wang
,
Simon S. Du
, Yelong Shen
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
SAS: Simulated Attention Score
NeurIPS 2025 ·
Chuanyang Zheng
,
Jiankai Sun
,
Yihang Gao
,
Yuehao Wang
,
Peihao Wang
,
Jing Xiong
,
Liliang Ren
,
Hao Cheng
,
Janardhan Kulkarni
, Yelong Shen,
Zhangyang (Atlas) Wang
,
Mac Schwager
,
Anderson Schneider
,
Xiaodong Liu
,
Jianfeng Gao
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
ICLR 2025 ·
Liliang Ren
,
Yang Liu
,
Yadong Lu
, Yelong Shen,
Chen Liang
,
Weizhu Chen
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
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
Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code
CCS 2024 ·
Khiem Ton
,
Nhi Nguyen
,
Mahmoud Nazzal
,
Abdallah Khreishah
,
Cristian Borcea
,
NhatHai Phan
,
Ruoming Jin
,
Issa Khalil
, Yelong Shen
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
Language Models can be Deductive Solvers
NAACL 2024 ·
Jiazhan Feng
,
Ruochen Xu
,
Junheng Hao
,
Hiteshi Sharma
, Yelong Shen,
Dongyan Zhao
,
Weizhu Chen
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
Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation
EMNLP 2024 ·
Siru Ouyang
,
Shuohang Wang
,
Minhao Jiang
,
Ming Zhong
,
Donghan Yu
,
Jiawei Han
, Yelong Shen
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