YUSEG: Yolo and Unet is all you need for cell instance segmentation. - Bizhe Bai; Jie Tian; Sicong Luo; Tao Wang; Sisuo Lyu (Cell Segmentation Challenge @ NeurIPS, 2022)

FetReg2021: A Challenge on Placental Vessel Segmentation and Registration in Fetoscopy. - Sophia Bano; Alessandro Casella; Francisco Vasconcelos 001; Abdul Qayyum; Abdesslam Benzinou; Moona Mazher; Fabrice Mériaudeau; Chiara Lena; Ilaria Anita Cintorrino; Gaia Romana De Paolis; Jessica Biagioli; Daria Grechishnikova; et al. (CoRR, 2022)

Diff-LfD: Contact-aware Model-based Learning from Visual Demonstration for Robotic Manipulation via Differentiable Physics-based Simulation and Rendering. - Xinghao Zhu; Jinghan Ke; Zhixuan Xu; Zhixin Sun; Bizhe Bai; Jun Lv; Qingtao Liu; Yuwei Zeng; Qi Ye; Cewu Lu; Masayoshi Tomizuka; Lin Shao 002 (CoRL, 2023)

SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery. - João Cartucho; Alistair Weld; Samyakh Tukra; Haozheng Xu; Hiroki Matsuzaki; Taiyo Ishikawa; Minjun Kwon; Yongeun Jang; Kwang-Ju Kim; Gwang Lee; Bizhe Bai; Lueder A. Kahrs; et al. (CoRR, 2023)

The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions. - Jun Ma 016; Ronald Xie; Shamini Ayyadhury; Cheng Ge; Anubha Gupta; Ritu Gupta; Song Gu; Yao Zhang 010; Gihun Lee; Joonkee Kim; Wei Lou; Haofeng Li; et al. (CoRR, 2023)

Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation. - Tao Wang 085; Yuanbin Chen; Xinlin Zhang; Yuanbo Zhou; Junlin Lan; Bizhe Bai; Tao Tan 002; Min Du 001; Qinquan Gao; Tong Tong 001 (CoRR, 2023)

Cross-Phase Mutual Learning Framework for Pulmonary Embolism Identification on Non-contrast CT Scans. - Bizhe Bai; Yan-Jie Zhou; Yujian Hu; Tony C. W. Mok; Yilang Xiang; Le Lu 001; Hongkun Zhang; Minfeng Xu (MICCAI (1), 2024)

SurgT challenge: Benchmark of soft-tissue trackers for robotic surgery. - João Cartucho; Alistair Weld; Samyakh Tukra; Haozheng Xu; Hiroki Matsuzaki; Taiyo Ishikawa; Minjun Kwon; Yongeun Jang; Kwang-Ju Kim; Gwang Lee; Bizhe Bai; Lueder A. Kahrs; et al. (Medical Image Anal., 2024)

Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings. - Sophia Bano; Alessandro Casella; Francisco Vasconcelos 001; Abdul Qayyum; Abdesslam Benzinou; Moona Mazher; Fabrice Mériaudeau; Chiara Lena; Ilaria Anita Cintorrino; Gaia Romana De Paolis; Jessica Biagioli; Daria Grechishnikova; et al. (Medical Image Anal., 2024)

Parameter-efficient framework for surgical action triplet recognition. - Yuchong Li; Bizhe Bai; Fucang Jia (Int. J. Comput. Assist. Radiol. Surg., 2024)

Pseudo Label-Guided Data Fusion and output consistency for semi-supervised medical image segmentation. - Tao Wang 085; Xinlin Zhang; Yuanbin Chen; Yuanbo Zhou; Longxuan Zhao; Bizhe Bai; Tao Tan 002; Tong Tong 001 (Biomed. Signal Process. Control., 2025)

Local Information Matters: Inference Acceleration For Grounded Conversation Generation Models Through Adaptive Local-Aware Token Pruning. - Bizhe Bai; Jianjian Cao; Yadan Luo; Tao Chen (CoRR, 2025)

Think Twice, Act Once: Token-Aware Compression and Action Reuse for Efficient Inference in Vision-Language-Action Models. - Xudong Tan; Yaoxin Yang; Peng Ye 006; Jialin Zheng; Bizhe Bai; Xinyi Wang; Jia Hao; Tao Chen 003 (CoRR, 2025)