Xiang Deng

39 papers A* 5B 1Journal 23Unranked 10
YearRankTypeTitle / Venue / Authors
2026 — conf
TRUST-CUA: Trustworthy Computer-Using Generalist Agents for Intelligent User Interfaces (Workshop).
IUI Companion
Toby Jia-Jun Li, Segev Shlomov, Xiang Deng, Ronen I. Brafman, Avi Yaeli, Zora Zhiruo Wang
2025 J jnl
Agent-RLVR: Training Software Engineering Agents via Guidance and Environment Rewards.
CoRR
Jeff Da, Clinton Wang, Xiang Deng, Yuntao Ma, Nikhil Barhate, Sean Hendryx
2025 J jnl
Imitation Learning for Multi-turn LM Agents via On-policy Expert Corrections.
CoRR
Niklas Lauffer, Xiang Deng, Srivatsa Kundurthy, Brad Kenstler, Jeff Da
2025 J jnl
SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
CoRR
Xiang Deng, Jeff Da, Edwin Pan, Yannis Yiming He, Charles Ide, Kanak Garg, Niklas Lauffer, Andrew Park, Nitin Pasari, Chetan Rane, Karmini Sampath, Maya Krishnan, Srivatsa Kundurthy, Sean Hendryx, Zifan Wang, Chen Bo Calvin Zhang, Noah Jacobson, Bing Liu, Brad Kenstler
2025 J jnl
WebGuard: Building a Generalizable Guardrail for Web Agents.
CoRR
Boyuan Zheng, Zeyi Liao, Scott Salisbury, Zeyuan Liu, Michael Lin, Qinyuan Zheng, Zifan Wang, Xiang Deng, Dawn Song, Huan Sun, Yu Su
2024 A* conf
AgentBench: Evaluating LLMs as Agents.
ICLR
Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang
2024 A* conf
Dual-View Visual Contextualization for Web Navigation.
CVPR
Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao
2024 J jnl
Dual-View Visual Contextualization for Web Navigation.
CoRR
Jihyung Kil, Chan Hee Song, Boyuan Zheng, Xiang Deng, Yu Su, Wei-Lun Chao
2023 — conf
A More Accessible Web with Natural Language Interface.
W4A
Xiang Deng
2023 J jnl
AgentBench: Evaluating LLMs as Agents.
CoRR
Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang
2023 — conf
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments.
ACL (1)
Yu Gu, Xiang Deng, Yu Su
2023 A* conf
Exploring Chain of Thought Style Prompting for Text-to-SQL.
EMNLP
Chang-Yu Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun
2023 J jnl
Exploring Chain-of-Thought Style Prompting for Text-to-SQL.
CoRR
Chang-You Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun
2023 — conf
LLMs to the Moon? Reddit Market Sentiment Analysis with Large Language Models.
WWW (Companion Volume)
Xiang Deng, Vasilisa Bashlovkina, Feng Han, Simon Baumgartner, Michael Bendersky
2023 A* conf
Mind2Web: Towards a Generalist Agent for the Web.
NeurIPS
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samual Stevens, Boshi Wang, Huan Sun, Yu Su
2023 J jnl
Mind2Web: Towards a Generalist Agent for the Web.
CoRR
Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su
2023 — conf
Models and Practice of Neural Table Representations.
SIGMOD Conference Companion
Madelon Hulsebos, Xiang Deng, Huan Sun, Paolo Papotti
2023 B conf
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System.
SIGDIAL
Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
2023 J jnl
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System.
CoRR
Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
2023 — conf
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters.
ACL (1)
Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer, Huan Sun
2023 — conf
What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis.
WWW (Companion Volume)
Xiang Deng, Vasilisa Bashlovkina, Feng Han, Simon Baumgartner, Michael Bendersky
2022 J jnl
Bootstrapping a User-Centered Task-Oriented Dialogue System.
CoRR
Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Lingbo Mo, Samuel Stevens, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun
2022 J jnl
DOM-LM: Learning Generalizable Representations for HTML Documents.
CoRR
Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun
2022 J jnl
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments.
CoRR
Yu Gu, Xiang Deng, Yu Su
2022 A* conf
Iteratively Prompt Pre-trained Language Models for Chain of Thought.
EMNLP
Boshi Wang, Xiang Deng, Huan Sun
2022 J jnl
Shepherd Pre-trained Language Models to Develop a Train of Thought: An Iterative Prompting Approach.
CoRR
Boshi Wang, Xiang Deng, Huan Sun
2022 J jnl
TURL: Table Understanding through Representation Learning.
SIGMOD Rec.
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
2022 J jnl
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters.
CoRR
Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer, Huan Sun
2022 J jnl
What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis.
CoRR
Xiang Deng, Vasilisa Bashlovkina, Feng Han, Simon Baumgartner, Michael Bendersky
2021 — conf
ReasonBERT: Pre-trained to Reason with Distant Supervision.
EMNLP (1)
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
2021 J jnl
ReasonBERT: Pre-trained to Reason with Distant Supervision.
CoRR
Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun
2021 — conf
Structure-Grounded Pretraining for Text-to-SQL.
NAACL-HLT
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
2020 J jnl
Structure-Grounded Pretraining for Text-to-SQL.
CoRR
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson
2020 J jnl
TURL: Table Understanding through Representation Learning.
CoRR
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
2020 J jnl
TURL: Table Understanding through Representation Learning.
Proc. VLDB Endow.
Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu
2019 J jnl
Automatic Table completion using Knowledge Base.
CoRR
Bortik Bandyopadhyay, Xiang Deng, Goonmeet Bajaj, Huan Sun, Srinivasan Parthasarathy
2019 J jnl
Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation.
CoRR
Jie Zhao, Xiang Deng, Huan Sun
2019 — conf
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction.
EMNLP/IJCNLP (1)
Xiang Deng, Huan Sun
2019 J jnl
Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction.
CoRR
Xiang Deng, Huan Sun