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195 Results
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Workshop
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PETA: PARAMETER-EFFICIENT TROJAN ATTACKS Lauren Hong · Ting Wang |
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Poster
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Tue 7:30 |
Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates Siqi Zhang · Sayantan Choudhury · Sebastian Stich · Nicolas Loizou |
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Workshop
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SparQ Attention: Bandwidth-Efficient LLM Inference Luka Ribar · Ivan Chelombiev · Luke Hudlass-Galley · Charles Blake · Carlo Luschi · Douglas Orr |
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Workshop
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PETA: PARAMETER-EFFICIENT TROJAN ATTACKS Lauren Hong · Ting Wang |
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Poster
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Thu 7:30 |
Customizable Combination of Parameter-Efficient Modules for Multi-Task Learning Haowen Wang · Tao Sun · Congyun Jin · Yingbo Wang · Yibo Fan · Yunqi Xu · Yuliang Du · Cong Fan |
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Workshop
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GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection Jiawei Zhao · Zhenyu Zhang · Beidi Chen · Zhangyang Wang · anima anandkumar · Yuandong Tian |
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Workshop
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Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling Pratyush Maini · Skyler Seto · He Bai · David Grangier · Yizhe Zhang · Navdeep Jaitly |
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Workshop
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Addax: Memory-Efficient Fine-Tuning of Language Models with a Combination of Forward-Backward and Forward-Only Passes Zeman Li · Xinwei Zhang · Meisam Razaviyayn |
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Workshop
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SparQ Attention: Bandwidth-Efficient LLM Inference Luka Ribar · Ivan Chelombiev · Luke Hudlass-Galley · Charles Blake · Carlo Luschi · Douglas Orr |
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Workshop
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Sparsity for Communication-Efficient LoRA Kevin Kuo · Arian Raje · Kousik Rajesh · Virginia Smith |
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Workshop
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Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning Wuyang Chen · Jialin Song · Pu Ren · Shashank Subramanian · Dmitriy Morozov · Michael W Mahoney |
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Poster
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Thu 7:30 |
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing Dujian Ding · Ankur Mallick · Chi Wang · Robert Sim · Subhabrata Mukherjee · Victor Rühle · Laks Lakshmanan · Ahmed H Awadallah |