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UNITES Lab

university
https://tianlong-chen.github.io/
unites-lab
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AI & ML interests

AI Trustworthiness, Efficiency, and for Science

lipingzhi's profile picture xinyu's profile picture

pingzhili 
published a model 4 months ago

unites-lab/doge-anti-distillation

Updated Oct 15, 2025
pingzhili 
authored 3 papers 9 months ago

Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild

Paper • 2410.05357 • Published Oct 7, 2024

Glider: Global and Local Instruction-Driven Expert Router

Paper • 2410.07172 • Published Oct 9, 2024

PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches

Paper • 2410.10870 • Published Oct 8, 2024 • 1
pingzhili 
published a model about 1 year ago

unites-lab/pythia-70m-moepp-6e-20k

Updated Feb 3, 2025
pingzhili 
updated a model about 1 year ago

unites-lab/pythia-70m-moepp-6e-20k

Updated Feb 3, 2025
pingzhili 
updated a collection about 1 year ago

(Internal) MoE Expert Collaboration

Collection
0 items • Updated Dec 5, 2024
pingzhili 
authored 2 papers almost 2 years ago

Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy

Paper • 2310.01334 • Published Oct 2, 2023 • 3

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

Paper • 2402.11592 • Published Feb 18, 2024 • 2
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