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Huang, Chengyue
5 publications
ICLR
2025
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models
Chengyue Huang
,
Junjiao Tian
,
Brisa Maneechotesuwan
,
Shivang Chopra
,
Zsolt Kira
CVPR
2025
FRAMES-VQA: Benchmarking Fine-Tuning Robustness Across Multi-Modal Shifts in Visual Question Answering
Chengyue Huang
,
Brisa Maneechotesuwan
,
Shivang Chopra
,
Zsolt Kira
NeurIPS
2024
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models
Junjiao Tian
,
Chengyue Huang
,
Zsolt Kira
NeurIPSW
2022
From Local to Global: Spectral-Inspired Graph Neural Networks
Ningyuan Teresa Huang
,
Soledad Villar
,
Carey Priebe
,
Da Zheng
,
Chengyue Huang
,
Lin Yang
,
Vladimir Braverman
CVPR
2022
Learning to Learn by Jointly Optimizing Neural Architecture and Weights
Yadong Ding
,
Yu Wu
,
Chengyue Huang
,
Siliang Tang
,
Yi Yang
,
Longhui Wei
,
Yueting Zhuang
,
Qi Tian