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(4 events)   Time zone: Conference local time zone  
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Oral
Tue Jul 07 10:00 AM -- 10:15 AM (KST) @ HALL C None
Do We Need Adam? Surprisingly Strong and Sparse Reinforcement Learning with SGD in LLMs
In Oral 1A LLM Adaptation and Dataset Selection
Sagnik Mukherjee ⋅ Lifan Yuan ⋅ Pavan Jayasinha ⋅ Dilek Hakkani-Tür ⋅ Hao Peng
[ OpenReview] 
Oral
Tue Jul 07 10:15 AM -- 10:30 AM (KST) @ HALL C None
Learning Unmasking Policies for Diffusion Language Models
In Oral 1A LLM Adaptation and Dataset Selection
Metod Jazbec ⋅ Theo X. Olausson ⋅ Louis Béthune ⋅ Pierre Ablin ⋅ Michael Kirchhof ⋅ Joao Monteiro ⋅ Victor Guilherme Turrisi da Costa ⋅ Jason Ramapuram ⋅ Marco Cuturi
[ OpenReview] 
Oral
Tue Jul 07 10:30 AM -- 10:45 AM (KST) @ HALL C None
Less is Enough: Synthesizing Diverse Data in LLM Feature Space with Sparse Autoencoders
In Oral 1A LLM Adaptation and Dataset Selection
Zhongzhi Li ⋅ Xuansheng Wu ⋅ Yijiang Li ⋅ Lijie Hu ⋅ Ninghao Liu
[ OpenReview] 
Oral
Tue Jul 07 10:45 AM -- 11:00 AM (KST) @ HALL C None
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration
In Oral 1A LLM Adaptation and Dataset Selection
Shaobo Wang ⋅ Xuan Ouyang ⋅ Tianyi Xu ⋅ Yuzheng Hu ⋅ Jialin Liu ⋅ Guo Chen ⋅ Tianyu Zhang ⋅ Junhao Zheng ⋅ Kexin Yang ⋅ Xingzhang Ren ⋅ Dayiheng Liu ⋅ Linfeng Zhang
[ Slides]  [ OpenReview]