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Oral
Tue Jul 23 07:30 AM -- 07:45 AM (PDT) @ Lehar 1-4 None
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation
In Oral 2F Efficient LLMs
Can Yaras · Peng Wang · Laura Balzano · Qing Qu
Oral
Tue Jul 23 07:45 AM -- 08:00 AM (PDT) @ Lehar 1-4 None
APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
In Oral 2F Efficient LLMs
Bowen Zhao · Hannaneh Hajishirzi · Qingqing Cao
[ Slides] 
Oral
Tue Jul 23 08:00 AM -- 08:15 AM (PDT) @ Lehar 1-4 None
DiJiang: Efficient Large Language Models through Compact Kernelization
In Oral 2F Efficient LLMs
Hanting Chen · Liuzhicheng Liuzhicheng · Xutao Wang · Yuchuan Tian · Yunhe Wang
Oral
Tue Jul 23 08:15 AM -- 08:30 AM (PDT) @ Lehar 1-4 None
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs
In Oral 2F Efficient LLMs
Yeonhong Park · Jake Hyun · SangLyul Cho · Bonggeun Sim · Jae W. Lee