Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing. - Haoyu He 001; Jing Zhang 037; Qiming Zhang 001; Dacheng Tao (AAAI, 2020)

Progressive One-shot Human Parsing. - Haoyu He 001; Jing Zhang 037; Bhavani Thuraisingham; Dacheng Tao (AAAI, 2021)

Scalable Vision Transformers with Hierarchical Pooling. - Zizheng Pan; Bohan Zhuang; Jing Liu 048; Haoyu He 001; Jianfei Cai 001 (ICCV, 2021)

Scalable Visual Transformers with Hierarchical Pooling. - Zizheng Pan; Bohan Zhuang; Jing Liu 048; Haoyu He 001; Jianfei Cai 001 (CoRR, 2021)

Mesa: A Memory-saving Training Framework for Transformers. - Zizheng Pan; Peng Chen 037; Haoyu He 001; Jing Liu 048; Jianfei Cai 001; Bohan Zhuang (CoRR, 2021)

Less Is More: Pay Less Attention in Vision Transformers. - Zizheng Pan; Bohan Zhuang; Haoyu He 001; Jing Liu 048; Jianfei Cai 001 (AAAI, 2022)

EcoFormer: Energy-Saving Attention with Linear Complexity. - Jing Liu 048; Zizheng Pan; Haoyu He 001; Jianfei Cai 001; Bohan Zhuang (NeurIPS, 2022)

Dynamic Focus-aware Positional Queries for Semantic Segmentation. - Haoyu He 001; Jianfei Cai 001; Zizheng Pan; Jing Liu 048; Jing Zhang 037; Dacheng Tao; Bohan Zhuang (CVPR, 2023)

Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning. - Haoyu He 001; Jianfei Cai 001; Jing Zhang 037; Dacheng Tao; Bohan Zhuang (ICCV, 2023)

A Survey on Efficient Training of Transformers. - Bohan Zhuang; Jing Liu 048; Zizheng Pan; Haoyu He 001; Yuetian Weng; Chunhua Shen (IJCAI, 2023)

Mask Propagation for Efficient Video Semantic Segmentation. - Yuetian Weng; Mingfei Han 002; Haoyu He 001; Mingjie Li 006; Lina Yao 001; Xiaojun Chang; Bohan Zhuang (NeurIPS, 2023)

Sensitivity-Aware Visual Parameter-Efficient Tuning. - Haoyu He 001; Jianfei Cai 001; Jing Zhang 037; Dacheng Tao; Bohan Zhuang (CoRR, 2023)

End-to-End One-Shot Human Parsing. - Haoyu He 001; Jing Zhang 037; Bohan Zhuang; Jianfei Cai 001; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Efficient Stitchable Task Adaptation. - Haoyu He 001; Zizheng Pan; Jing Liu 048; Jianfei Cai 001; Bohan Zhuang (CVPR, 2024)

Stitched ViTs are Flexible Vision Backbones. - Zizheng Pan; Jing Liu 048; Haoyu He 001; Jianfei Cai 001; Bohan Zhuang (ECCV (41), 2024)

LongVLM: Efficient Long Video Understanding via Large Language Models. - Yuetian Weng; Mingfei Han 002; Haoyu He 001; Xiaojun Chang; Bohan Zhuang (ECCV (33), 2024)

Pruning Self-Attentions Into Convolutional Layers in Single Path. - Haoyu He 001; Jianfei Cai 001; Jing Liu 048; Zizheng Pan; Jing Zhang 037; Dacheng Tao; Bohan Zhuang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

An Empirical Study on How Video-LLMs Answer Video Questions. - Chenhui Gou; Ziyu Ma; Zicheng Duan; Haoyu He 001; Feng Chen; Akide Liu; Bohan Zhuang; Jianfei Cai 001; Hamid Rezatofighi (CoRR, 2025)