FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering. - Chengyue Huang; Brisa Maneechotesuwan; Shivang Chopra; Zsolt Kira (CVPR, 2025)

Directional Gradient Projection for Robust Fine-Tuning of Foundation Models. - Chengyue Huang; Junjiao Tian; Brisa Maneechotesuwan; Shivang Chopra; Zsolt Kira (ICLR, 2025)