Jekyll2026-04-06T08:18:35+00:00https://proceedings.mlr.press/v304/feed.xmlProceedings of Machine Learning ResearchProceedings of the 17th Asian Conference on Machine Learning
Held in HNBK International Convention Center, Taipei, Taiwan on 09-12 December 2025
Published as Volume 304 by the Proceedings of Machine Learning Research on 13 November 2025.
Volume Edited by:
Hung-yi Lee
Tongliang Liu
Series Editors:
Neil D. Lawrence
PMLRJailbreak Defense in LLM via Attention Head Analysis and Selective Intervention2025-11-13T00:00:00+00:002025-11-13T00:00:00+00:00https://proceedings.mlr.press/v304/arai25a[{"given"=>"Masaki", "family"=>"Arai"}, {"given"=>"Toshiki", "family"=>"Shibahara"}, {"given"=>"Daiki", "family"=>"Chiba"}, {"given"=>"Mitsuaki", "family"=>"Akiyama"}, {"given"=>"Masato", "family"=>"Uchida"}]Outcome-Based Semifactuals for Reinforcement Learning2025-11-13T00:00:00+00:002025-11-13T00:00:00+00:00https://proceedings.mlr.press/v304/bekkemoen25a[{"given"=>"Yanzhe", "family"=>"Bekkemoen"}, {"given"=>"Helge", "family"=>"Langseth"}]CryChime: When Large Language Models Learn to Listen to Distant Cries - A Counterfactual PEFT Framework for Urgent Need Detection in Disaster Social Media2025-11-13T00:00:00+00:002025-11-13T00:00:00+00:00https://proceedings.mlr.press/v304/cai25a[{"given"=>"Junhong", "family"=>"Cai"}, {"given"=>"Geng", "family"=>"Zhao"}, {"given"=>"Jiaxin", "family"=>"Li"}]Optimizing Trajectory Matching Distillation via Parameter Difference-Driven Pruning2025-11-13T00:00:00+00:002025-11-13T00:00:00+00:00https://proceedings.mlr.press/v304/cao25a[{"given"=>"Xinyu", "family"=>"Cao"}, {"given"=>"He", "family"=>"Liu"}, {"given"=>"Liyuan", "family"=>"Zhang"}, {"given"=>"Zhongliang", "family"=>"Kan"}]Dual-Module Collaborative LoRA for Effective Large Language Model Fine-Tuning2025-11-13T00:00:00+00:002025-11-13T00:00:00+00:00https://proceedings.mlr.press/v304/cao25b[{"given"=>"Lecheng", "family"=>"Cao"}, {"given"=>"Junhao", "family"=>"Zhang"}, {"given"=>"Xiaohan", "family"=>"Zhang"}, {"given"=>"Huaxiong", "family"=>"Li"}]ChameleonBench: Quantifying Alignment Faking in Large Language Models2025-11-13T00:00:00+00:002025-11-13T00:00:00+00:00https://proceedings.mlr.press/v304/chaudhury25a[{"given"=>"Archie", "family"=>"Chaudhury"}, {"given"=>"Shikhar", "family"=>"Shiromani"}]Continual Pre-Training is (not) What You Need in Domain Adaptation2025-11-13T00:00:00+00:002025-11-13T00:00:00+00:00https://proceedings.mlr.press/v304/chen25a[{"given"=>"Pin-Er", "family"=>"Chen"}, {"given"=>"Da Chen", "family"=>"Lian"}, {"given"=>"Shu-Kai", "family"=>"Hsieh"}, {"given"=>"SIEH-CHUEN", "family"=>"HUANG"}, {"given"=>"Hsuan-Lei", "family"=>"Shao"}, {"given"=>"Jun Wei", "family"=>"Chiu"}, {"given"=>"Yang-Hsien", "family"=>"Lin"}, {"given"=>"Zih-Ching", "family"=>"Chen"}, {"given"=>"Cheng-Kuang", "family"=>"Lee"}, {"given"=>"Eddie Tzungchi", "family"=>"Huang"}, {"given"=>"Simon", "family"=>"See"}]On the Privacy-preserving Generalized Eigenvalue Problem2025-11-13T00:00:00+00:002025-11-13T00:00:00+00:00https://proceedings.mlr.press/v304/chen25b[{"given"=>"Wei-Hong", "family"=>"Chen"}, {"given"=>"YU-FENG", "family"=>"HUANG"}, {"given"=>"Chen Yu", "family"=>"Lee"}, {"given"=>"Hung Yi", "family"=>"Chen"}, {"given"=>"Shi-Chun", "family"=>"Tsai"}]HIPPD: Brain-Inspired Hierarchical Information Processing for Personality Detection2025-11-13T00:00:00+00:002025-11-13T00:00:00+00:00https://proceedings.mlr.press/v304/chen25c[{"given"=>"Guanming", "family"=>"Chen"}, {"given"=>"Lingzhi", "family"=>"Shen"}, {"given"=>"Xiaohao", "family"=>"Cai"}, {"given"=>"Imran", "family"=>"Razzak"}, {"given"=>"Shoaib", "family"=>"Jameel"}]Suicidal Posts Detection System Incorporating Psychological Risk Factors2025-11-13T00:00:00+00:002025-11-13T00:00:00+00:00https://proceedings.mlr.press/v304/chen25d[{"given"=>"Chih-Ning", "family"=>"Chen"}, {"given"=>"Chieh-Jou", "family"=>"Lin"}, {"given"=>"Kunhua", "family"=>"Lee"}, {"given"=>"Yu Ping", "family"=>"Ma"}, {"given"=>"Kuo-Liang", "family"=>"Ou"}, {"given"=>"Daw-Wei", "family"=>"Wang"}]