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Oral
Mon Jul 06 09:30 PM -- 09:45 PM (PDT) @ HALL B2 None
Don't Force the Fit: Bounded Log-Likelihood Loss for Enhanced Reasoning in Large Language Models
In Oral 2B LLM Reasoning
Feng Zhao ⋅ Hong Zhang ⋅ Yu Yang ⋅ Ruilin Zhao ⋅ Guandong Xu
[ OpenReview] 
Oral
Mon Jul 06 09:45 PM -- 10:00 PM (PDT) @ HALL B2 None
Evaluating Robustness of Reasoning Models on Parameterized Logical Problems
In Oral 2B LLM Reasoning
Naïm Es-sebbani ⋅ Esteban Marquer ⋅ Yakoub Salhi ⋅ Zied Bouraoui
[ Slides]  [ OpenReview] 
Oral
Mon Jul 06 10:00 PM -- 10:15 PM (PDT) @ HALL B2 None
TG-RAG: A Retrieval-Augmented Framework for Reasoning Guidance in Specialized Domains
In Oral 2B LLM Reasoning
Liang Su ⋅ Mingyang Zhang ⋅ Yun Xiong ⋅ Tengfei LIU ⋅ Siwei Zhang ⋅ Xi Chen ⋅ Li Sun
[ OpenReview] 
Oral
Mon Jul 06 10:15 PM -- 10:30 PM (PDT) @ HALL B2 None
RAGEN-2: Reasoning Collapse in Agentic RL
In Oral 2B LLM Reasoning
Zihan (Zenus) Wang ⋅ Chi Gui ⋅ Xing Jin ⋅ Qineng Wang ⋅ Licheng Liu ⋅ Kangrui Wang ⋅ Shiqi Chen ⋅ Linjie Li ⋅ Zhengyuan Yang ⋅ Pingyue Zhang ⋅ Yiping Lu ⋅ Jiajun Wu ⋅ Li Fei-Fei ⋅ Lijuan Wang ⋅ Yejin Choi ⋅ Manling Li
[ OpenReview]