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195 Results
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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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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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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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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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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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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 |
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Poster
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Tue 7:30 |
Efficient-3Dim: Learning a Generalizable Single-image Novel-view Synthesizer in One Day Yifan Jiang · Hao Tang · Jen-Hao Chang · Liangchen Song · Zhangyang Wang · Liangliang Cao |
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Poster
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Fri 1:45 |
RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design Cheng Tan · Yijie Zhang · Zhangyang Gao · Bozhen Hu · Siyuan Li · Zicheng Liu · Stan Z Li |
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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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Fri 1:45 |
Parameter-Efficient Multi-Task Model Fusion with Partial Linearization Anke Tang · Li Shen · Yong Luo · Yibing Zhan · Han Hu · Bo Du · Yixin Chen · Dacheng Tao |