Xingyao Wang

56 papers A* 9Journal 36Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Rubric-Supervised Critic from Sparse Real-World Outcomes.
CoRR
Xingyao Wang, Valerie Chen, Heng Ji, Graham Neubig
2026 — conf
Coding Agents with Multimodal Browsing are Generalist Problem Solvers.
EACL (Findings)
Aditya Bharat Soni, Boxuan Li, Xingyao Wang, Valerie Chen, Graham Neubig
2026 J jnl
EvoClaw: Evaluating AI Agents on Continuous Software Evolution.
CoRR
Gangda Deng, Zhaoling Chen, Zhongming Yu, Haoyang Fan, Yuhong Liu, Yuxin Yang, Dhruv Parikh, Rajgopal Kannan, Le Cong, Mengdi Wang, Qian Zhang, Viktor K. Prasanna, Xiangru Tang, Xingyao Wang
2026 J jnl
Hybrid-Gym: Training Coding Agents to Generalize Across Tasks.
CoRR
Yiqing Xie, Emmy Liu, Gaokai Zhang, Nachiket Kotalwar, Shubham Gandhi, Sathwik Acharya, Xingyao Wang, Carolyn P. Rosé, Graham Neubig, Daniel Fried
2025 A* conf
Advancing LLM Reasoning Generalists with Preference Trees.
ICLR
Lifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding, Xingyao Wang, Boji Shan, Zeyuan Liu, Jia Deng, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou, Hao Peng, Zhiyuan Liu, Maosong Sun
2025 J jnl
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents.
CoRR
Yueqi Song, Ketan Ramaneti, Zaid Sheikh, Ziru Chen, Boyu Gou, Tianbao Xie, Yiheng Xu, Danyang Zhang, Apurva Gandhi, Fan Yang, Joseph Liu, Tianyue Ou, Zhihao Yuan, Frank Xu, Shuyan Zhou, Xingyao Wang, Xiang Yue, Tao Yu, Huan Sun, Yu Su, Graham Neubig
2025 J jnl
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving.
CoRR
Xiangru Tang, Tianrui Qin, Tianhao Peng, Ziyang Zhou, Daniel Shao, Tingting Du, Xinming Wei, Peng Xia, Fang Wu, He Zhu, Ge Zhang, Jiaheng Liu, Xingyao Wang, Sirui Hong, Chenglin Wu, Hao Cheng, Chi Wang, Wangchunshu Zhou
2025 J jnl
Coding Agents with Multimodal Browsing are Generalist Problem Solvers.
CoRR
Aditya Bharat Soni, Boxuan Li, Xingyao Wang, Valerie Chen, Graham Neubig
2025 J jnl
How can we assess human-agent interactions? Case studies in software agent design.
CoRR
Valerie Chen, Rohit Malhotra, Xingyao Wang, Juan Michelini, Xuhui Zhou, Aditya Bharat Soni, Hoang H. Tran, Calvin Smith, Ameet Talwalkar, Graham Neubig
2025 — conf
LocAgent: Graph-Guided LLM Agents for Code Localization.
ACL (1)
Zhaoling Chen, Robert Tang, Gangda Deng, Fang Wu, Jialong Wu, Zhiwei Jiang, Viktor K. Prasanna, Arman Cohan, Xingyao Wang
2025 J jnl
LocAgent: Graph-Guided LLM Agents for Code Localization.
CoRR
Zhaoling Chen, Xiangru Tang, Gangda Deng, Fang Wu, Jialong Wu, Zhiwei Jiang, Viktor K. Prasanna, Arman Cohan, Xingyao Wang
2025 A* conf
OpenHands: An Open Platform for AI Software Developers as Generalist Agents.
ICLR
Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H. Tran, Fuqiang Li, Ren Ma, Mingzhang Zheng, Bill Qian, Yanjun Shao, Niklas Muennighoff, Yizhe Zhang, Binyuan Hui, Junyang Lin, et al.
2025 A* conf
SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering.
ICML
Xuehang Guo, Xingyao Wang, Yangyi Chen, Sha Li, Chi Han, Manling Li, Heng Ji
2025 J jnl
SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering.
CoRR
Xuehang Guo, Xingyao Wang, Yangyi Chen, Sha Li, Chi Han, Manling Li, Heng Ji
2025 J jnl
TOM-SWE: User Mental Modeling For Software Engineering Agents.
CoRR
Xuhui Zhou, Valerie Chen, Zora Zhiruo Wang, Graham Neubig, Maarten Sap, Xingyao Wang
2025 J jnl
The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks.
CoRR
Alejandro Cuadron, Dacheng Li, Wenjie Ma, Xingyao Wang, Yichuan Wang, Siyuan Zhuang, Shu Liu, Luis Gaspar Schroeder, Tian Xia, Huanzhi Mao, Nicholas Thumiger, Aditya Desai, Ion Stoica, Ana Klimovic, Graham Neubig, Joseph E. Gonzalez
2025 J jnl
The OpenHands Software Agent SDK: A Composable and Extensible Foundation for Production Agents.
CoRR
Xingyao Wang, Simon Rosenberg, Juan Michelini, Calvin Smith, Hoang H. Tran, Engel Nyst, Rohit Malhotra, Xuhui Zhou, Valerie Chen, Robert Brennan, Graham Neubig
2025 J jnl
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution.
CoRR
Junlong Li, Wenshuo Zhao, Jian Zhao, Weihao Zeng, Haoze Wu, Xiaochen Wang, Rui Ge, Yuxuan Cao, Yuzhen Huang, Wei Liu, Junteng Liu, Zhaochen Su, Yiyang Guo, Fan Zhou, Lueyang Zhang, Juan Michelini, Xingyao Wang, Xiang Yue, Shuyan Zhou, Graham Neubig, Junxian He
2025 J jnl
Training Proactive and Personalized LLM Agents.
CoRR
Weiwei Sun, Xuhui Zhou, Weihua Du, Xingyao Wang, Sean Welleck, Graham Neubig, Maarten Sap, Yiming Yang
2025 A* conf
Training Software Engineering Agents and Verifiers with SWE-Gym.
ICML
Jiayi Pan, Xingyao Wang, Graham Neubig, Navdeep Jaitly, Heng Ji, Alane Suhr, Yizhe Zhang
2025 J jnl
Visually Descriptive Language Model for Vector Graphics Reasoning.
Trans. Mach. Learn. Res.
Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji
2024 J jnl
A Single Transformer for Scalable Vision-Language Modeling.
CoRR
Yangyi Chen, Xingyao Wang, Hao Peng, Heng Ji
2024 J jnl
A Single Transformer for Scalable Vision-Language Modeling.
Trans. Mach. Learn. Res.
Yangyi Chen, Xingyao Wang, Hao Peng, Heng Ji
2024 J jnl
Advancing LLM Reasoning Generalists with Preference Trees.
CoRR
Lifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding, Xingyao Wang, Jia Deng, Boji Shan, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou, Hao Peng, Zhiyuan Liu, Maosong Sun
2024 A* conf
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets.
ICLR
Lifan Yuan, Yangyi Chen, Xingyao Wang, Yi Fung, Hao Peng, Heng Ji
2024 A* conf
Executable Code Actions Elicit Better LLM Agents.
ICML
Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji
2024 J jnl
Executable Code Actions Elicit Better LLM Agents.
CoRR
Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji
2024 J jnl
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents.
CoRR
Ke Yang, Jiateng Liu, John Wu, Chaoqi Yang, Yi R. Fung, Sha Li, Zixuan Huang, Xu Cao, Xingyao Wang, Yiquan Wang, Heng Ji, ChengXiang Zhai
2024 — conf
LETI: Learning to Generate from Textual Interactions.
NAACL-HLT (Findings)
Xingyao Wang, Hao Peng, Reyhaneh Jabbarvand, Heng Ji
2024 A* conf
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback.
ICLR
Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji
2024 J jnl
OpenDevin: An Open Platform for AI Software Developers as Generalist Agents.
CoRR
Xingyao Wang, Boxuan Li, Yufan Song, Frank F. Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H. Tran, Fuqiang Li, Ren Ma, Mingzhang Zheng, Bill Qian, Yanjun Shao, Niklas Muennighoff, Yizhe Zhang, Binyuan Hui, Junyang Lin, Robert Brennan, Hao Peng, Heng Ji, Graham Neubig
2024 — conf
R-Tuning: Instructing Large Language Models to Say 'I Don't Know'.
NAACL-HLT
Hanning Zhang, Shizhe Diao, Yong Lin, Yi R. Fung, Qing Lian, Xingyao Wang, Yangyi Chen, Heng Ji, Tong Zhang
2024 A* conf
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales.
EMNLP
Tianyang Xu, Shujin Wu, Shizhe Diao, Xiaoze Liu, Xingyao Wang, Yangyi Chen, Jing Gao
2024 J jnl
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales.
CoRR
Tianyang Xu, Shujin Wu, Shizhe Diao, Xiaoze Liu, Xingyao Wang, Yangyi Chen, Jing Gao
2024 J jnl
Text-Based Reasoning About Vector Graphics.
CoRR
Zhenhailong Wang, Joy Hsu, Xingyao Wang, Kuan-Hao Huang, Manling Li, Jiajun Wu, Heng Ji
2024 J jnl
Training Software Engineering Agents and Verifiers with SWE-Gym.
CoRR
Jiayi Pan, Xingyao Wang, Graham Neubig, Navdeep Jaitly, Heng Ji, Alane Suhr, Yizhe Zhang
2023 J jnl
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets.
CoRR
Lifan Yuan, Yangyi Chen, Xingyao Wang, Yi R. Fung, Hao Peng, Heng Ji
2023 — conf
Code4Struct: Code Generation for Few-Shot Event Structure Prediction.
ACL (1)
Xingyao Wang, Sha Li, Heng Ji
2023 — conf
Defining a New NLP Playground.
EMNLP (Findings)
Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi Ren Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji
2023 J jnl
Defining a New NLP Playground.
CoRR
Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi R. Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji
2023 J jnl
LeTI: Learning to Generate from Textual Interactions.
CoRR
Xingyao Wang, Hao Peng, Reyhaneh Jabbarvand, Heng Ji
2023 J jnl
MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback.
CoRR
Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji
2023 — conf
Making Pre-trained Language Models both Task-solvers and Self-calibrators.
ACL (Findings)
Yangyi Chen, Xingyao Wang, Heng Ji
2023 J jnl
Making Pre-trained Language Models both Task-solvers and Self-calibrators.
CoRR
Yangyi Chen, Xingyao Wang, Heng Ji
2023 J jnl
Prudent Silence or Foolish Babble? Examining Large Language Models' Responses to the Unknown.
CoRR
Genglin Liu, Xingyao Wang, Lifan Yuan, Yangyi Chen, Hao Peng
2023 J jnl
R-Tuning: Teaching Large Language Models to Refuse Unknown Questions.
CoRR
Hanning Zhang, Shizhe Diao, Yong Lin, Yi R. Fung, Qing Lian, Xingyao Wang, Yangyi Chen, Heng Ji, Tong Zhang
2023 A* conf
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation.
EMNLP
Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji
2023 J jnl
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation.
CoRR
Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji
2022 J jnl
Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language.
CoRR
Xingyao Wang, Sha Li, Heng Ji
2022 — conf
POTATO: The Portable Text Annotation Tool.
EMNLP (Demos)
Jiaxin Pei, Aparna Ananthasubramaniam, Xingyao Wang, Naitian Zhou, Apostolos Dedeloudis, Jackson Sargent, David Jurgens
2022 J jnl
POTATO: The Portable Text Annotation Tool.
CoRR
Jiaxin Pei, Aparna Ananthasubramaniam, Xingyao Wang, Naitian Zhou, Jackson Sargent, Apostolos Dedeloudis, David Jurgens
2021 — conf
An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog.
EMNLP (Findings)
Xingyao Wang, David Jurgens
2021 J jnl
An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog.
CoRR
Xingyao Wang, David Jurgens
2021 — conf
Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters.
MLSys
Shaohuai Shi, Xianhao Zhou, Shutao Song, Xingyao Wang, Zilin Zhu, Xue Huang, Xinan Jiang, Feihu Zhou, Zhenyu Guo, Liqiang Xie, Rui Lan, Xianbin Ouyang, Yan Zhang, Jieqian Wei, Jing Gong, Weiliang Lin, Ping Gao, Peng Meng, Xiaomin Xu, Chenyang Guo, Bo Yang, Zhibo Chen, Yongjian Wu, Xiaowen Chu
2020 — conf
Lane Extraction and Quality Evaluation: A Hough Transform Based Approach.
MIPR
Xingyao Wang, Da Yan, Ke Chen, Yancong Deng, Cheng Long, Kunlin Zhang, Sibo Yan
2020 J jnl
Towards Scalable Distributed Training of Deep Learning on Public Cloud Clusters.
CoRR
Shaohuai Shi, Xianhao Zhou, Shutao Song, Xingyao Wang, Zilin Zhu, Xue Huang, Xinan Jiang, Feihu Zhou, Zhenyu Guo, Liqiang Xie, Rui Lan, Xianbin Ouyang, Yan Zhang, Jieqian Wei, Jing Gong, Weiliang Lin, Ping Gao, Peng Meng, Xiaomin Xu, Chenyang Guo, Bo Yang, Zhibo Chen, Yongjian Wu, Xiaowen Chu