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Pingzhi Li
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 6
Top Topics
Fine Tuning
Quantum Mechanics
Privacy Sensitive
Cost Effective
Top Venues
CoRR
ICLR
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Publications
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Yihua Zhang
,
Pingzhi Li
,
Junyuan Hong
,
Jiaxiang Li
,
Yimeng Zhang
,
Wenqing Zheng
,
Pin-Yu Chen
,
Jason D. Lee
,
Wotao Yin
,
Mingyi Hong
,
Zhangyang Wang
,
Sijia Liu
,
Tianlong Chen
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark.
CoRR
(2024)
Tiejin Chen
,
Longchao Da
,
Huixue Zhou
,
Pingzhi Li
,
Kaixiong Zhou
,
Tianlong Chen
,
Hua Wei
Privacy-preserving Fine-tuning of Large Language Models through Flatness.
CoRR
(2024)
Pingzhi Li
,
Xiaolong Jin
,
Yu Cheng
,
Tianlong Chen
Examining Post-Training Quantization for Mixture-of-Experts: A Benchmark.
CoRR
(2024)
Pingzhi Li
,
Zhenyu Zhang
,
Prateek Yadav
,
Yi-Lin Sung
,
Yu Cheng
,
Mohit Bansal
,
Tianlong Chen
Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy.
ICLR
(2024)
Pingzhi Li
,
Junyu Liu
,
Hanrui Wang
,
Tianlong Chen
Hybrid Quantum-Classical Scheduling for Accelerating Neural Network Training with Newton's Gradient Descent.
CoRR
(2024)
Pingzhi Li
,
Zhenyu Zhang
,
Prateek Yadav
,
Yi-Lin Sung
,
Yu Cheng
,
Mohit Bansal
,
Tianlong Chen
Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy.
CoRR
(2023)