SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition.

Zhiyuan Cai

Shu Yang 0004 Zhiyuan Cai Luyang Luo Ning Ma Shuchang Xu Hao Chen 0011 SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition. 2026 March 1013-1023 45 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2025.3615967 db/journals/tmi/tmi45.html#YangCLMXC26 streams/journals/tmi

Yequan Bie Andong Tan Zhixuan Chen Zhiyuan Cai Luyang Luo Hao Chen 0011 Knowledge-Enhanced Explainable Prompting for Vision-Language Models. 2471-2479 2026 AAAI https://doi.org/10.1609/aaai.v40i4.37233 conf/aaai/2026 db/conf/aaai/aaai2026.html#BieTCCLC26

Na Wang Zhiyuan Cai Yinzhen Li LSTM-PPO-Based Dynamic Scheduling Optimization for High-Speed Railways Under Blizzard Conditions. 884 2025 13 Syst. 10 https://doi.org/10.3390/systems13100884 db/journals/systems/systems13.html#WangCL25a streams/journals/systems

Li Lin 0006 Yixiang Liu Jiewei Wu Pujin Cheng Zhiyuan Cai Kenneth K. Y. Wong Xiaoying Tang 0001 FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-Supervised Medical Image Segmentation. 1127-1139 2025 March 44 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2024.3483221 db/journals/tmi/tmi44.html#LinLWCCWT25 streams/journals/tmi

Weipeng Cao Jiongjiong Gu Zhong Ming 0001 Zhiyuan Cai Yuzhao Wang Changping Ji Zhijiao Xiao Yuhong Feng Ye Liu Liang-Jie Zhang Flexible Computing: A New Framework for Improving Resource Allocation and Scheduling in Elastic Computing. 198-211 2025 January - February 18 IEEE Trans. Serv. Comput. 1 https://doi.org/10.1109/TSC.2024.3489433 db/journals/tsc/tsc18.html#CaoGMCWJXFLZ25 streams/journals/tsc

Yuning Feng Zhiyuan Cai Shun Yuan Shaohua Ma Enliang Hui Investigating the Influence of Free-Electron Pulses and Neutral Excited Species Formation on Discharge Development: By PD Quantum Optics Analysis and Plasma Simulation. 54510-54524 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3387872 db/journals/access/access12.html#FengCYMH24

Dantian Zhong Lei Gao Zhiyuan Cai Design of Defect Identification and Location System for UHV AC Surge Arrester. 157487-157495 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3482981 db/journals/access/access12.html#ZhongGC24 streams/journals/access

Huaqing He Jiaming Qiu Li Lin 0006 Zhiyuan Cai Pujin Cheng Xiaoying Tang 0001 JOINEDTrans: Prior guided multi-task transformer for joint optic disc/cup segmentation and fovea detection. 108613 2024 177 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2024.108613 db/journals/cbm/cbm177.html#HeQLCCT24

Huanhui Cao Hao Xiong 0004 Weifeng Zeng Hantao Jiang Zhiyuan Cai Liang Hu 0002 Lin Zhang 0060 Wenjie Lu 0004 Safe Reinforcement Learning-Based Motion Planning for Functional Mobile Robots Suffering Uncontrollable Mobile Robots. 4346-4363 2024 May 25 IEEE Trans. Intell. Transp. Syst. 5 https://doi.org/10.1109/TITS.2023.3330183 db/journals/tits/tits25.html#CaoXZJCHZL24

Zhiyuan Cai Li Lin 0006 Huaqing He Pujin Cheng Xiaoying Tang 0001 Uni4Eye++: A General Masked Image Modeling Multi-Modal Pre-Training Framework for Ophthalmic Image Classification and Segmentation. 4419-4429 2024 December 43 IEEE Trans. Medical Imaging 12 https://doi.org/10.1109/TMI.2024.3422102 db/journals/tmi/tmi43.html#CaiLHCT24 streams/journals/tmi

Huaqing He Li Lin 0006 Zhiyuan Cai Pujin Cheng Xiaoying Tang 0001 Unveiling the Power of High-Quality OCT: An Effective Fundus-based Modality Fusion Network for Fovea Localization. 1-5 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635780 conf/isbi/2024 db/conf/isbi/isbi2024.html#HeLCCT24 streams/conf/isbi Zhiyuan Cai Tianyunxi Wei Li Lin 0006 Hao Chen 0011 Xiaoying Tang 0001 BPaCo: Balanced Parametric Contrastive Learning for Long-Tailed Medical Image Classification. 383-393 2024 MICCAI (1) https://doi.org/10.1007/978-3-031-72378-0_36 conf/miccai/2024-1 db/conf/miccai/miccai2024-1.html#CaiWLCT24 streams/conf/miccai Nanxi Yu Zhiyuan Cai Yijin Huang Xiaoying Tang 0001 SnapSeg: Training-Free Few-Shot Medical Image Segmentation with Segment Anything Model. 109-122 2024 TAI4H https://doi.org/10.1007/978-3-031-67751-9_9 conf/tai4h/2024 db/conf/tai4h/tai4h2024.html#YuCHT24 streams/conf/tai4h

Li Lin 0006 Yixiang Liu Jiewei Wu Pujin Cheng Zhiyuan Cai Kenneth K. Y. Wong Xiaoying Tang 0001 FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation. 2024 abs/2402.17502 CoRR https://doi.org/10.48550/arXiv.2402.17502 db/journals/corr/corr2402.html#abs-2402-17502

Sunan He Yuxiang Nie Zhixuan Chen Zhiyuan Cai Hongmei Wang Shu Yang 0004 Hao Chen 0011 MedDr: Diagnosis-Guided Bootstrapping for Large-Scale Medical Vision-Language Learning. 2024 abs/2404.15127 CoRR https://doi.org/10.48550/arXiv.2404.15127 db/journals/corr/corr2404.html#abs-2404-15127

Shu Yang 0004 Zhiyuan Cai Luyang Luo Ning Ma Shuchang Xu Hao Chen 0011 SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition. 2024 abs/2409.20083 CoRR https://doi.org/10.48550/arXiv.2409.20083 db/journals/corr/corr2409.html#abs-2409-20083 streams/journals/corr

Huaqing He Li Lin 0006 Zhiyuan Cai Pujin Cheng Xiaoying Tang 0001 JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection. 2023 abs/2305.11504 CoRR https://doi.org/10.48550/arXiv.2305.11504 db/journals/corr/corr2305.html#abs-2305-11504

Zhiyuan Cai Li Lin 0006 Huaqing He Xiaoying Tang 0001 Corolla: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma Grading. 1-4 2022 ISBI https://doi.org/10.1109/ISBI52829.2022.9761712 conf/isbi/2022 db/conf/isbi/isbi2022.html#CaiLHT22 Zhiyuan Cai Li Lin 0006 Huaqing He Xiaoying Tang 0001 Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification. 88-98 2022 MICCAI (8) https://doi.org/10.1007/978-3-031-16452-1_9 conf/miccai/2022-8 db/conf/miccai/miccai2022-8.html#CaiLHT22 Huaqing He Li Lin 0006 Zhiyuan Cai Xiaoying Tang 0001 JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection. 477-492 2022 MIDL https://proceedings.mlr.press/v172/he22a.html conf/midl/2022 db/conf/midl/midl2022.html#He0C022

Zhiyuan Cai Li Lin 0006 Huaqing He Xiaoying Tang 0001 COROLLA: An Efficient Multi-Modality Fusion Framework with Supervised Contrastive Learning for Glaucoma Grading. 2022 abs/2201.03795 CoRR https://arxiv.org/abs/2201.03795 db/journals/corr/corr2201.html#abs-2201-03795

Huaqing He Li Lin 0006 Zhiyuan Cai Xiaoying Tang 0001 JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection. 2022 abs/2203.00461 CoRR https://doi.org/10.48550/arXiv.2203.00461 db/journals/corr/corr2203.html#abs-2203-00461

Zhiyuan Cai Li Lin 0006 Huaqing He Xiaoying Tang 0001 Uni4Eye: Unified 2D and 3D Self-supervised Pre-training via Masked Image Modeling Transformer for Ophthalmic Image Classification. 2022 abs/2203.04614 CoRR https://doi.org/10.48550/arXiv.2203.04614 db/journals/corr/corr2203.html#abs-2203-04614

Huanhui Cao Zhiyuan Cai Hairuo Wei Wenjie Lu 0004 Lin Zhang 0060 Hao Xiong 0004 Safe Reinforcement Learning for a Robot Being Pursued but with Objectives Covering More Than Capture-avoidance. 2022 abs/2207.00842 CoRR https://doi.org/10.48550/arXiv.2207.00842 db/journals/corr/corr2207.html#abs-2207-00842

Suhui Ji Wentao Li Zhen Zhang Shijun Zhou Zhiyuan Cai Jiandong Tian Robotic arm grasping through 3D point clouds recognition. 347-352 2021 RCAR https://doi.org/10.1109/RCAR52367.2021.9517680 conf/rcar/2021 db/conf/rcar/rcar2021.html#JiLZZCT21

Zhiyuan Cai Huanhui Cao Wenjie Lu 0004 Lin Zhang 0060 Hao Xiong 0004 Safe Multi-Agent Reinforcement Learning through Decentralized Multiple Control Barrier Functions. 2021 abs/2103.12553 CoRR https://arxiv.org/abs/2103.12553 db/journals/corr/corr2103.html#abs-2103-12553

Kaiqi Zhao 0001 Zhiyuan Cai Qingyu Sui Enxun Wei Kenny Q. Zhu Clustering Image Search Results by Entity Disambiguation. 369-384 2014 ECML/PKDD (3) https://doi.org/10.1007/978-3-662-44845-8_24 conf/pkdd/2014-3 db/conf/pkdd/pkdd2014-3.html#ZhaoCSWZ14 Zhiyuan Cai Kaiqi Zhao 0001 Kenny Q. Zhu Haixun Wang Wikification via link co-occurrence. 1087-1096 2013 CIKM https://doi.org/10.1145/2505515.2505521 https://www.wikidata.org/entity/Q130877570 conf/cikm/2013 db/conf/cikm/cikm2013.html#CaiZZW13 Shaohua Ma Zhiyuan Cai Ying Hua Xiaobai Li Yangyang Ge An Approach of Combustion Diagnosis in Boiler Furnace Based on Phase Space Reconstruction. 528-535 2007 ICIC (3) https://doi.org/10.1007/978-3-540-74282-1_59 conf/icic/2007-3 db/conf/icic/icic2007-3.html#MaCHLG07 Zhiyuan Cai Shaohua Ma Yangyang Ge Erzhi Wang Time Series Prediction of Short Circuit Current for Synchronous Control of Synthetic Test Based on Delay Coordinate Embedding. 714-721 2007 ICIC (3) https://doi.org/10.1007/978-3-540-74282-1_80 conf/icic/2007-3 db/conf/icic/icic2007-3.html#CaiMGW07 Aoying Zhou Zhiyuan Cai Li Wei Weining Qian M-Kernel Merging: Towards Density Estimation over Data Streams. 285-292 2003 conf/dasfaa/2003 DASFAA https://doi.org/10.1109/DASFAA.2003.1192393 https://doi.ieeecomputersociety.org/10.1109/DASFAA.2003.1192393 db/conf/dasfaa/dasfaa2003.html#ZhouCWQ03 Yequan Bie Huanhui Cao Weipeng Cao Hao Chen 0011 Zhixuan Chen Pujin Cheng Yuhong Feng Yuning Feng Lei Gao Yangyang Ge Jiongjiong Gu Huaqing He Sunan He Liang Hu 0002 Ying Hua Yijin Huang Enliang Hui Changping Ji Suhui Ji Hantao Jiang Wentao Li Xiaobai Li Yinzhen Li Li Lin 0006 Ye Liu Yixiang Liu Wenjie Lu 0004 Luyang Luo Ning Ma Shaohua Ma Zhong Ming 0001 Yuxiang Nie Weining Qian Jiaming Qiu Qingyu Sui Andong Tan Xiaoying Tang 0001 Jiandong Tian Erzhi Wang Haixun Wang Hongmei Wang Na Wang Yuzhao Wang Enxun Wei Hairuo Wei Li Wei Tianyunxi Wei Kenneth K. Y. Wong Jiewei Wu Zhijiao Xiao Hao Xiong 0004 Shuchang Xu Shu Yang 0004 Nanxi Yu Shun Yuan Weifeng Zeng Liang-Jie Zhang Lin Zhang 0060 Zhen Zhang Kaiqi Zhao 0001 Dantian Zhong Aoying Zhou Shijun Zhou Kenny Q. Zhu