V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark. - Yi Xin 003; Siqi Luo; Xuyang Liu; Yuntao Du 001; Haodi Zhou; Xinyu Cheng; Christina E. Lee; Junlong Du; Haozhe Wang 002; Mingcai Chen; Ting Liu; Guimin Hu; et al. (NeurIPS, 2024)

Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey. - Yi Xin 003; Siqi Luo; Haodi Zhou; Junlong Du; Xiaohong Liu 001; Yue Fan; Qing Li 003; Yuntao Du 001 (CoRR, 2024)