HEAT: Head-level Parameter Efficient Adaptation of Vision Transformers with Taylor-expansion Importance Scores. - Yibo Zhong; Yao Zhou (CoRR, 2024)

Low-Rank Interconnected Adaptation Across Layers. - Yibo Zhong; Yao Zhou (CoRR, 2024)

Pear: Pruning and Sharing Adapters in Visual Parameter-Efficient Fine-Tuning. - Yibo Zhong; Yao Zhou (CoRR, 2024)

NEAT: Nonlinear Parameter-efficient Adaptation of Pre-trained Models. - Yibo Zhong; Haoxiang Jiang; Lincan Li; Ryumei Nakada; Tianci Liu 003; Linjun Zhang; Huaxiu Yao; Haoyu Wang 004 (CoRR, 2024)

UORA: Uniform Orthogonal Reinitialization Adaptation in Parameter Efficient Fine-Tuning of Large Models. - Xueyan Zhang; Jinman Zhao; Zhifei Yang 004; Yibo Zhong; Shuhao Guan; Linbo Cao; Yining Wang (ACL (1), 2025)

Low-Rank Interconnected Adaptation across Layers. - Yibo Zhong; Jinman Zhao; Yao Zhou (ACL (Findings), 2025)

Rethinking Low-Rank Adaptation in Vision: Exploring Head-Level Responsiveness across Diverse Tasks. - Yibo Zhong; Yao Zhou (WACV, 2025)