Taiwanese at COLM
Taiwanese researchers presenting this week, and when to find them. Tap a name to see only their papers; tap a title for the abstract.
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Papers & times
Tue, Oct 6
3 papers · Today- 11:00 AM1:00 PMPoster session 1Grand Ballroom · Board #101
ReFIne: A Framework for Trustworthy Large Reasoning Models with Reliability, Faithfulness, and Interpretability
Chung-En Sun, Ge Yan, Akshay R Kulkarni, Tsui-Wei (Lily) Weng
- 4:30 PM6:30 PMPoster session 2Imperial Ballroom · Board #26
MedAction: Towards Active Multi-turn Clinical Diagnostic LLMs
Hsin-Ling Hsu, Zizheng Wang, Donghua Zhang, Nai-Chia Chen, Jerry Wang, Jun-En Ding, Chia-Hsuan Hsu, Guoan Wang, Feng Liu, Fang M Hung, Chenwei Wu, Liyue Shen
- 4:30 PM6:30 PMPoster session 2Grand Ballroom · Board #142
Smarter by the Moment: Environment-Driven Dynamic Policies for Continual LLM Improvement
Ting-Wei Chang, Po-Chun Chen, Hen-Hsen Huang, Hsin-Hsi Chen
Wed, Oct 7
4 papers- 11:00 AM1:00 PMPoster session 3Franciscan B · Board #86
ReflCtrl: Controlling LLM Reflection Efficiently via Representation Engineering
Ge Yan, Chung-En Sun, Linbo Liu, Tsui-Wei (Lily) Weng
- 11:00 AM1:00 PMPoster session 3Franciscan C · Board #98
TraceSafe: A Systematic Assessment of LLM Guardrails on Multi-Step Tool-Calling Trajectories
Yen-Shan Chen, Sian-Yao Huang, Cheng-Lin Yang, Yun-Nung Chen
- 4:30 PM6:30 PMPoster session 4Imperial Ballroom · Board #62
Red-Teaming Text-to-Image Models via In-Context Experience Replay and Semantic-Preserving Prompt Rewriting
Zhi-Yi Chin, Pin-Yu Chen, Wei-Chen Chiu, Mario Fritz
- 4:30 PM6:30 PMPoster session 4Grand Ballroom · Board #116
Only Ask What You Don’t Know: Grounded Delta Planning for Efficient Multi-step RAG
Wei-Chieh Chou, Xuanjun Chen, Jian-Ren Lin, Claire Lin, Hung-yi Lee, Jyh-Shing R. Jang
Thu, Oct 8
1 papers- 11:00 AM1:00 PMPoster session 5Imperial Ballroom · Board #8
Attractor States Emerge in Multi-Turn LLM Conversations
Ting-Wen Ko, Jonas Geiping
Fri, Oct 9
2 papers- 10:00 AM11:00 AM/2:30 PM3:30 PMWorkshopContinental Ballroom 6
To Diffuse or Not to Diffuse: Matching Graph Retrieval to Memory Structure in LLM Agents
Yu-Shu Chen, Yu-Jung Liang, Pengtao Xie
The 2nd Workshop on Lifelong Agent: Learning, Aligning, Evolving
Workshop poster — presented in one of the workshop's two poster sessions (not announced which).
- 12:00 PM1:30 PM/5:15 PM6:00 PMWorkshopImperial Ballroom B
LLM Agents Already Know When to Call Tools — Even Without Reasoning
Chung-En Sun, Linbo Liu, Ge Yan, Zimo Wang, Tsui-Wei Weng
COLM 2026 Workshop on Efficient Reasoning
Workshop poster — presented in one of the workshop's two poster sessions (not announced which).
Times are Pacific (PDT). Main-conference times are the whole poster session (colm.cc); workshop times come from each workshop's website.