Xiao Yu

20 papers A* 4A 2Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reinforcement World Model Learning for LLM-based Agents.
CoRR
Xiao Yu, Baolin Peng, Ruize Xu, Yelong Shen, Pengcheng He, Suman Nath, Nikhil Singh, Jiangfeng Gao, Zhou Yu
2025 — conf
ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining.
ACL (Findings)
Xiao Yu, Ruize Xu, Chengyuan Xue, Jinzhong Zhang, Xu Ma, Zhou Yu
2025 J jnl
ConFit v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining.
CoRR
Xiao Yu, Ruize Xu, Chengyuan Xue, Jinzhong Zhang, Xu Ma, Zhou Yu
2025 J jnl
Dyna-Mind: Learning to Simulate from Experience for Better AI Agents.
CoRR
Xiao Yu, Baolin Peng, Michel Galley, Hao Cheng, Qianhui Wu, Janardhan Kulkarni, Suman Nath, Zhou Yu, Jianfeng Gao
2025 J jnl
Dyna-Think: Synergizing Reasoning, Acting, and World Model Simulation in AI Agents.
CoRR
Xiao Yu, Baolin Peng, Ruize Xu, Michel Galley, Hao Cheng, Suman Nath, Jianfeng Gao, Zhou Yu
2025 A* conf
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning.
ICLR
Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu
2024 A conf
ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning.
RecSys
Xiao Yu, Jinzhong Zhang, Zhou Yu
2024 J jnl
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning.
CoRR
Xiao Yu, Baolin Peng, Vineeth Vajipey, Hao Cheng, Michel Galley, Jianfeng Gao, Zhou Yu
2024 A* conf
LIONs: An Empirically Optimized Approach to Align Language Models.
EMNLP
Xiao Yu, Qingyang Wu, Yu Li, Zhou Yu
2024 J jnl
LIONs: An Empirically Optimized Approach to Align Language Models.
CoRR
Xiao Yu, Qingyang Wu, Yu Li, Zhou Yu
2024 — conf
Teaching Language Models to Self-Improve through Interactive Demonstrations.
NAACL-HLT
Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu
2023 — conf
Controllable Mixed-Initiative Dialogue Generation through Prompting.
ACL (2)
Maximillian Chen, Xiao Yu, Weiyan Shi, Urvi Awasthi, Zhou Yu
2023 J jnl
Controllable Mixed-Initiative Dialogue Generation through Prompting.
CoRR
Maximillian Chen, Xiao Yu, Weiyan Shi, Urvi Awasthi, Zhou Yu
2023 A conf
FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric.
EACL
Maximillian Chen, Caitlyn Chen, Xiao Yu, Zhou Yu
2023 A* conf
KRLS: Improving End-to-End Response Generation in Task Oriented Dialog with Reinforced Keywords Learning.
EMNLP
Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu
2023 J jnl
Prompt-Based Monte-Carlo Tree Search for Goal-Oriented Dialogue Policy Planning.
CoRR
Xiao Yu, Maximillian Chen, Zhou Yu
2023 A* conf
Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning.
EMNLP
Xiao Yu, Maximillian Chen, Zhou Yu
2023 J jnl
Teaching Language Models to Self-Improve through Interactive Demonstrations.
CoRR
Xiao Yu, Baolin Peng, Michel Galley, Jianfeng Gao, Zhou Yu
2022 J jnl
FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric.
CoRR
Maximillian Chen, Caitlyn Chen, Xiao Yu, Zhou Yu
2022 J jnl
Reinforced Language Modeling for End-to-End Task Oriented Dialog.
CoRR
Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu