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Oral
Wed Apr 23 07:30 PM -- 07:42 PM (PDT) @ Hall 1 Apex None
Scaling LLM Test-Time Compute Optimally Can be More Effective than Scaling Parameters for Reasoning
In Oral Session 1A
Charlie Snell · Jaehoon Lee · Kelvin Xu · Aviral Kumar
[ OpenReview] 
Oral
Wed Apr 23 07:42 PM -- 07:54 PM (PDT) @ Hall 1 Apex None
MIND over Body: Adaptive Thinking using Dynamic Computation
In Oral Session 1A
Mrinal Mathur · Barak Pearlmutter · Sergey Plis
[ OpenReview] 
Oral
Wed Apr 23 07:54 PM -- 08:06 PM (PDT) @ Hall 1 Apex None
Inference Scaling for Long-Context Retrieval Augmented Generation
In Oral Session 1A
Zhenrui Yue · Honglei Zhuang · Aijun Bai · Kai Hui · Rolf Jagerman · Hansi Zeng · Zhen Qin · Dong Wang · Xuanhui Wang · Michael Bendersky
[ Slides]  [ OpenReview] 
Oral
Wed Apr 23 08:06 PM -- 08:18 PM (PDT) @ Hall 1 Apex None
miniCTX: Neural Theorem Proving with (Long-)Contexts
In Oral Session 1A
Jiewen Hu · Thomas Zhu · Sean Welleck
[ Slides]  [ OpenReview] 
Oral
Wed Apr 23 08:18 PM -- 08:30 PM (PDT) @ Hall 1 Apex None
FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference
In Oral Session 1A
Xunhao Lai · Jianqiao Lu · Yao Luo · Yiyuan Ma · Xun Zhou
[ Slides]  [ OpenReview] 
Oral
Wed Apr 23 08:30 PM -- 08:42 PM (PDT) @ Hall 1 Apex None
Scaling Laws for Precision
In Oral Session 1A
Tanishq Kumar · Zachary Ankner · Benjamin Spector · Blake Bordelon · Niklas Muennighoff · Mansheej Paul · Cengiz Pehlevan · Christopher Re · Aditi Raghunathan
[ OpenReview]