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Poster
Thu 8:45 Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices
Kilian Pfeiffer · Ramin Khalili · Joerg Henkel
Poster
Thu 8:45 Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design
Ibrahim Alabdulmohsin · Xiaohua Zhai · Alexander Kolesnikov · Lucas Beyer
Workshop
Compute-Efficient Active Learning
Gábor Németh · Tamás Matuszka
Poster
Thu 15:00 Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning
Beichen Zhang · Kun Zhou · Xilin Wei · Xin Zhao · Jing Sha · Shijin Wang · Ji-Rong Wen
Poster
Tue 8:45 Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication
Chaofei Fan · Nick Hahn · Foram Kamdar · Donald Avansino · Guy Wilson · Leigh Hochberg · Krishna V Shenoy · Jaimie Henderson · Francis Willett
Poster
Tue 15:15 Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits
Ruo-Chun Tzeng · Po-An Wang · Alexandre Proutiere · Chi-Jen Lu
Workshop
RF-POLICY: Rectified Flows are Computation-Adaptive Decision Makers
Xixi Hu · Bo Liu · Xingchao Liu · Qiang Liu
Workshop
Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion
Shangyu Wu · Ying Xiong · Yufei CUI · Xue (Steve) Liu · Buzhou Tang · Tei-Wei Kuo · Chun Jason XUE
Workshop
RF-POLICY: Rectified Flows are Computation-Adaptive Decision Makers
Xixi Hu · Bo Liu · Xingchao Liu · Qiang Liu
Workshop
Fri 6:45 Computational Sustainability: Promises and Pitfalls from Theory to Deployment
Suzanne Stathatos · Christopher Yeh · Laura Greenstreet · Tarun Sharma · Katelyn Morrison · Yuanqi Du · Chenlin Meng · Sherrie Wang · Fei Fang · Pietro Perona · Yoshua Bengio
Workshop
Fri 11:55 OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection
Jingyang Zhang · Jingkang Yang · Pengyun Wang · Haoqi Wang · Yueqian Lin · Haoran Zhang · Yiyou Sun · Xuefeng Du · Kaiyang Zhou · Wayne Zhang · Yixuan Li · Ziwei Liu · Yiran Chen · Hai Li
Workshop
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
Mengzhou Xia · Tianyu Gao · Zhiyuan Zeng · Danqi Chen