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ORCIDXiao Yu 0011
Person information
- affiliation: Columbia University, Department of Computer Science, NY, USA
Other persons with the same name
- Xiao Yu — disambiguation page
- Xiao Yu 0001 — Georgia Institute of Technology, Atlanta, GA, USA
- Xiao Yu 0002
![[0000-0003-2564-645X]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0003-2564-645X")
— Xiamen University, Department of Automation, China (and 1 more) - Xiao Yu 0003 — Chongqing University, School of Electrical Engineering, Chongqing, China
- Xiao Yu 0004 — China University of Mining and Technology, School of Information and Control Engineering, Xuzhou, China
- Xiao Yu 0005 — Shandong University of Technology, School of Computer Science and Technology, Shandong Zibo, China
- Xiao Yu 0006 — Shandong University, School of Medicine, Jinan, Shandong, China
- Xiao Yu 0007 — University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Xiao Yu 0008 — Zhejiang University, State Key Laboratory of Blockchain and Data Security, Hangzhou, China (and 1 more)
- Xiao Yu 0009 — Tianjin University of Technology, School of Electrical Engineering and Automation, China (and 1 more)
- Xiao Yu 0010 — Shandong University of Finance and Economics, School of Computer Science, Jinan, China (and 1 more)
- Xiao Yu 0012 — Air Force Medical University, Department of Medical Electronics, School of Biomedical Engineering, Xi'an, China (and 1 more)
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2020 – today
- 2026
[i13]Xiao Yu, Baolin Peng, Ruize Xu, Yelong Shen, Pengcheng He, Suman Nath, Nikhil Singh, Jiangfeng Gao, Zhou Yu:
Reinforcement World Model Learning for LLM-based Agents. CoRR abs/2602.05842 (2026)- [i12]Baolin Peng, Wenlin Yao, Qianhui Wu, Hao Cheng, Xiao Yu, Rui Yang, Tao Ge, Alessandro Sordoni, Xingdi Yuan, Yelong Shen, Pengcheng He, Tong Zhang, Zhou Yu, Jianfeng Gao:
Orchard: An Open-Source Agentic Modeling Framework. CoRR abs/2605.15040 (2026) - 2025
- [c9]Xiao Yu, Ruize Xu, Chengyuan Xue, Jinzhong Zhang, Xu Ma, Zhou Yu:
ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining. ACL (Findings) 2025: 12775-12790 - [c8]Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu:
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning. ICLR 2025 - [i11]Xiao Yu, Ruize Xu, Chengyuan Xue, Jinzhong Zhang, Xu Ma, Zhou Yu:
ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining. CoRR abs/2502.12361 (2025) - [i10]Si Chen, Xiao Yu, Ninareh Mehrabi, Rahul Gupta, Zhou Yu, Ruoxi Jia:
Strategize Globally, Adapt Locally: A Multi-Turn Red Teaming Agent with Dual-Level Learning. CoRR abs/2504.01278 (2025) - [i9]Xiao Yu, Baolin Peng, Ruize Xu, Michel Galley, Hao Cheng, Suman Nath, Jianfeng Gao, Zhou Yu:
Dyna-Think: Synergizing Reasoning, Acting, and World Model Simulation in AI Agents. CoRR abs/2506.00320 (2025) - [i8]Xiao Yu, Baolin Peng, Michel Galley, Hao Cheng, Qianhui Wu, Janardhan Kulkarni, Suman Nath, Zhou Yu, Jianfeng Gao:
Dyna-Mind: Learning to Simulate from Experience for Better AI Agents. CoRR abs/2510.09577 (2025) - 2024
- [c7]Xiao Yu, Qingyang Wu, Yu Li, Zhou Yu:
LIONs: An Empirically Optimized Approach to Align Language Models. EMNLP 2024: 8732-8753 - [c6]Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu:
Teaching Language Models to Self-Improve through Interactive Demonstrations. NAACL-HLT 2024: 5127-5149 - [c5]Xiao Yu, Jinzhong Zhang, Zhou Yu:
ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning. RecSys 2024: 601-611 - [i7]Xiao Yu, Qingyang Wu, Yu Li, Zhou Yu:
LIONs: An Empirically Optimized Approach to Align Language Models. CoRR abs/2407.06542 (2024) - [i6]Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu:
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning. CoRR abs/2410.02052 (2024) - 2023
- [c4]Maximillian Chen, Xiao Yu, Weiyan Shi, Urvi Awasthi, Zhou Yu:
Controllable Mixed-Initiative Dialogue Generation through Prompting. ACL (2) 2023: 951-966 - [c3]Maximillian Chen, Caitlyn Chen, Xiao Yu, Zhou Yu:
FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric. EACL 2023: 211-231 - [c2]Xiao Yu, Maximillian Chen, Zhou Yu:
Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning. EMNLP 2023: 7101-7125 - [c1]Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu:
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning. EMNLP 2023: 12338-12358 - [i5]Maximillian Chen, Xiao Yu, Weiyan Shi, Urvi Awasthi, Zhou Yu:
Controllable Mixed-Initiative Dialogue Generation through Prompting. CoRR abs/2305.04147 (2023) - [i4]Xiao Yu, Maximillian Chen, Zhou Yu:
Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning. CoRR abs/2305.13660 (2023) - [i3]Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu:
Teaching Language Models to Self-Improve through Interactive Demonstrations. CoRR abs/2310.13522 (2023) - 2022
- [i2]Maximillian Chen, Caitlyn Chen, Xiao Yu, Zhou Yu:
FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric. CoRR abs/2203.08299 (2022) - [i1]Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu:
Reinforced Language Modeling for End-to-End Task Oriented Dialog. CoRR abs/2211.16773 (2022)
Coauthor Index
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