ML Anthology
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Xie, Yuxi
6 publications
ICLR
2025
SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement
Antonis Antoniades
,
Albert Örwall
,
Kexun Zhang
,
Yuxi Xie
,
Anirudh Goyal
,
William Yang Wang
ICLR
2025
Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron
Yiran Zhao
,
Wenxuan Zhang
,
Yuxi Xie
,
Anirudh Goyal
,
Kenji Kawaguchi
,
Michael Shieh
NeurIPSW
2024
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models
Hongfu Liu
,
Yuxi Xie
,
Ye Wang
,
Michael Shieh
NeurIPSW
2024
COrAL: Order-Agnostic Language Modeling for Efficient Iterative Refinement
Yuxi Xie
,
Anirudh Goyal
,
Xiaobao Wu
,
Xunjian Yin
,
Xiao Xu
,
Min-Yen Kan
,
Liangming Pan
,
William Yang Wang
NeurIPSW
2024
Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning
Yuxi Xie
,
Anirudh Goyal
,
Wenyue Zheng
,
Min-Yen Kan
,
Timothy P Lillicrap
,
Kenji Kawaguchi
,
Michael Shieh
NeurIPS
2023
Self-Evaluation Guided Beam Search for Reasoning
Yuxi Xie
,
Kenji Kawaguchi
,
Yiran Zhao
,
James Xu Zhao
,
Min-Yen Kan
,
Junxian He
,
Michael Xie