Baolin Peng

22 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×5 ICLR ×4 NeurIPS ×4 EMNLP ×3 NAACL ×3 AAAI ×1 CVPR ×1 ICML ×1

Frequent coauthors

Jianfeng Gao

×11

Haitao Mi

×8

Linfeng Song

×7

Ye Tian

×7

Dong Yu

×7

Hao Cheng

×5

Michel Galley

×5

Lifeng Jin

×5

Dian Yu

×4

Qianhui Wu

×3

Jianwei Yang

×3

Reuben Tan

×3

Papers

LEDGER: Scaling Agentic Document Editing with Dependency-aware Graph Retrieval
ACL 2026 ·
Hang Wang
,
Utkarsh Garg
,
Reza Davari
,
Huitian Jiao
,
Hao Cheng
, Baolin Peng,
Si-Qing Chen
,
Tao Ge
SynthAgent: Adapting Web Agents with Synthetic Supervision
ACL 2026 ·
Zhaoyang Wang
,
Yiming Liang
,
Xuchao Zhang
,
Qianhui Wu
,
Siwei Han
,
Anson Bastos
,
Rujia Wang
,
Chetan Bansal
, Baolin Peng,
Jianfeng Gao
,
Saravan Rajmohan
,
Huaxiu Yao
CollabLLM: From Passive Responders to Active Collaborators
ICML 2025 ·
Shirley Wu
,
Michel Galley
, Baolin Peng,
Hao Cheng
,
Gavin Li
,
Yao Dou
,
Weixin Cai
,
James Zou
,
Jure Leskovec
,
Jianfeng Gao
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
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
ICLR 2025 ·
Xiao Yu
, Baolin Peng,
Vineeth Vajipey
,
Hao Cheng
,
Michel Galley
,
Jianfeng Gao
,
Zhou Yu
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
NeurIPS 2025 ·
Qianhui Wu
,
Kanzhi Cheng
,
Rui Yang
,
Chaoyun Zhang
,
Jianwei Yang
,
Huiqiang Jiang
,
Jian Mu
, Baolin Peng,
Bo Qiao
,
Reuben Tan
,
Si Qin
,
Lars Liden
,
Qingwei Lin
,
Huan Zhang
,
Tong Zhang
,
Jianbing Zhang
,
Dongmei Zhang
,
Jianfeng Gao
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning
ICLR 2025 ·
Yuheng Zhang
,
Dian Yu
, Baolin Peng,
Linfeng Song
,
Ye Tian
,
Mingyue Huo
,
Nan Jiang
,
Haitao Mi
,
Dong Yu
Latent Action Pretraining from Videos
ICLR 2025 ·
Seonghyeon Ye
,
Joel Jang
,
Byeongguk Jeon
,
Se June Joo
,
Jianwei Yang
, Baolin Peng,
Ajay Mandlekar
,
Reuben Tan
,
Yu-Wei Chao
,
Bill Yuchen Lin
,
Lars Liden
,
Kimin Lee
,
Jianfeng Gao
,
Luke Zettlemoyer
,
Dieter Fox
,
Minjoon Seo
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning
AAAI 2025 ·
Ante Wang
,
Linfeng Song
,
Ye Tian
, Baolin Peng,
Dian Yu
,
Haitao Mi
,
Jinsong Su
,
Dong Yu
Magma: A Foundation Model for Multimodal AI Agents
CVPR 2025 ·
Jianwei Yang
,
Reuben Tan
,
Qianhui Wu
,
Ruijie Zheng
, Baolin Peng,
Yongyuan Liang
,
Yu Gu
,
Mu Cai
,
Seonghyeon Ye
,
Joel Jang
,
Yuquan Deng
,
Jianfeng Gao
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
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching
ACL 2025 ·
Xiaoying Zhang
, Baolin Peng,
Ye Tian
,
Jingyan Zhou
,
Yipeng Zhang
,
Haitao Mi
,
Helen M. Meng
SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants?
EMNLP 2025 ·
Yao Dou
,
Michel Galley
, Baolin Peng,
Chris Kedzie
,
Weixin Cai
,
Alan Ritter
,
Chris Quirk
,
Wei Xu
,
Jianfeng Gao
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection
EMNLP 2024 ·
Zekun Li
, Baolin Peng,
Pengcheng He
,
Xifeng Yan
Improving LLM Generations via Fine-Grained Self-Endorsement
ACL 2024 ·
Ante Wang
,
Linfeng Song
, Baolin Peng,
Lifeng Jin
,
Ye Tian
,
Haitao Mi
,
Jinsong Su
,
Dong Yu
Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation
ACL 2024 ·
Xiaoying Zhang
, Baolin Peng,
Ye Tian
,
Jingyan Zhou
,
Lifeng Jin
,
Linfeng Song
,
Haitao Mi
,
Helen Meng
Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models
NAACL 2024 ·
Miaoran Li
, Baolin Peng,
Michel Galley
,
Jianfeng Gao
,
Zhu Zhang
Self-Consistency Boosts Calibration for Math Reasoning
EMNLP 2024 ·
Ante Wang
,
Linfeng Song
,
Ye Tian
, Baolin Peng,
Lifeng Jin
,
Haitao Mi
,
Jinsong Su
,
Dong Yu
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
NAACL 2024 ·
Sihao Chen
,
Hongming Zhang
,
Tong Chen
,
Ben Zhou
,
Wenhao Yu
,
Dian Yu
, Baolin Peng,
Hongwei Wang
,
Dan Roth
,
Dong Yu
Teaching Language Models to Self-Improve through Interactive Demonstrations
NAACL 2024 ·
Xiao Yu
, Baolin Peng,
Michel Galley
,
Jianfeng Gao
,
Zhou Yu
The Trickle-down Impact of Reward Inconsistency on RLHF
ICLR 2024 ·
Lingfeng Shen
,
Sihao Chen
,
Linfeng Song
,
Lifeng Jin
, Baolin Peng,
Haitao Mi
,
Daniel Khashabi
,
Dong Yu
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
NeurIPS 2024 ·
Ye Tian
, Baolin Peng,
Linfeng Song
,
Lifeng Jin
,
Dian Yu
,
Lei Han
,
Haitao Mi
,
Dong Yu