Published in Machine Intelligence Research, 2025
Recommended citation: Xulu Zhang, Xiaoyong Wei, Wentao Hu, Jinlin Wu, Jiaxin Wu, Wengyu Zhang, Zhaoxiang Zhang, Zhen Lei, Qing Li. "A Survey on Personalized Content Synthesis with Diffusion Models." Machine Intelligence Research. 22(5), pp. 817-848, 2025.
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Published in arXiv preprint, 2025
Recommended citation: Guankun Wang, Wenjin Mo, Junyi Wang, Long Bai, Kun Yuan, Ming Hu, Jinlin Wu, Junjun He, Yiming Huang, Nicolas Padoy, Zhen Lei, Hongbin Liu, Nassir Navab, Hongliang Ren. "SurgVidLM: Towards Multi-grained Surgical Video Understanding with Large Language Model." arXiv:2506.17873, 2025.
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Published in arXiv preprint, 2025
Recommended citation: Yingjia Xu, Jinlin Wu, Zhen Chen, Daming Gao, Yang Yang, Zhen Lei, Min Cao. "SA-Person: Text-Based Person Retrieval with Scene-aware Re-ranking." arXiv:2505.24466, 2025.
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Published in arXiv preprint, 2025
Recommended citation: Yiming Huang, Beilei Cui, Long Bai, Zhen Chen, Jinlin Wu, Zhen Li, Hongbin Liu, Hongliang Ren. "Advancing Dense Endoscopic Reconstruction with Gaussian Splatting-driven Surface Normal-aware Tracking and Mapping." arXiv:2501.19319, 2025.
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Published in arXiv preprint, 2025
Recommended citation: Guankun Wang, Long Bai, Junyi Wang, Kun Yuan, Zhen Li, Tianxu Jiang, Xiting He, Jinlin Wu, Zhen Chen, Zhen Lei, Hongbin Liu, Jiazheng Wang, Fan Zhang, Nicolas Padoy, Nassir Navab, Hongliang Ren. "EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery." arXiv:2501.11347, 2025.
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Published in arXiv preprint, 2024
Recommended citation: Zhen Chen, Xingjian Luo, Jinlin Wu, Long Bai, Zhen Lei, Hongliang Ren, Sébastien Ourselin, Hongbin Liu. "SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference." arXiv:2409.12467, 2024.
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Published in arXiv preprint, 2024
Recommended citation: Adrito Das, ..., Zhen Chen, Jinlin Wu, ..., Sophia Bano. "PitVis-2023 Challenge: Workflow Recognition in Videos of Endoscopic Pituitary Surgery." arXiv:2409.01184, 2024.
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Published in arXiv preprint, 2024
Recommended citation: Guankun Wang, Long Bai, Wan Jun Nah, Jie Wang, Zhaoxi Zhang, Zhen Chen, Jinlin Wu, Mobarakol Islam, Hongbin Liu, Hongliang Ren. "Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery." arXiv:2405.10948, 2024.
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Published in Biomedical Signal Processing and Control, 2024
Recommended citation: Zhiying Wu, Chun Yin Lau, Qianang Zhou, Jinlin Wu, Yuxi Wang, Qifeng Liu, Zhen Lei, Hongbin Liu. "Surgivisor: Transformer-based Semi-supervised Instrument Segmentation for Endoscopic Surgery." Biomedical Signal Processing and Control. 87(Part B), 105434, 2024.
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Published in arXiv preprint, 2023
Recommended citation: Xingjian Luo, You Pang, Zhen Chen, Jinlin Wu, Zongmin Zhang, Zhen Lei, Hongbin Liu. "SurgPLAN: Surgical Phase Localization Network for Phase Recognition." arXiv:2311.09965, 2023.
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Published in Neurocomputing, 2023
Recommended citation: Jinlin Wu, Yuxin Yang, Zhen Lei, Yang Yang, Shukai Chen, Stan Z. Li. "Camera-aware Representation Learning for Person Re-identification." Neurocomputing. 518, pp. 155-164, 2023.
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Published in Neural Networks, 2020
Recommended citation: Jinlin Wu, Yang Yang, Zhen Lei, Jinqiao Wang, Stan Z. Li, Prayag Tiwari, Hari Mohan Pandey. "An End-to-End Exemplar Association for Unsupervised Person Re-identification." Neural Networks. 129, pp. 43-54, 2020.
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Published in AAAI Conference on Artificial Intelligence (AAAI), 2025
Recommended citation: Yuanfan Zheng, Jinlin Wu, Wuyang Li, Zhen Chen. "Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment." AAAI 2025. pp. 10644-10652.
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Published in IEEE International Conference on Big Data (BigData), 2024
Recommended citation: Jinlin Wu, Xusheng Liang, Xuexue Bai, Zhen Chen. "SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot." IEEE BigData 2024. pp. 2041-2048.
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Published in IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Recommended citation: Zhen Chen, Xingjian Luo, Jinlin Wu, Danny T. M. Chan, Zhen Lei, Sébastien Ourselin, Hongbin Liu. "SurgFC: Multimodal Surgical Function Calling Framework on the Demand of Surgeons." BIBM 2024. pp. 3076-3081.
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Published in IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024
Recommended citation: Zhen Chen, Zongming Zhang, Wenwu Guo, Xingjian Luo, Long Bai, Jinlin Wu, Hongliang Ren, Hongbin Liu. "ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding." IROS 2024. pp. 13773-13779.
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Published in Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024
Recommended citation: Long Bai, Tong Chen, Qiaozhi Tan, Wan Jun Nah, Yanheng Li, Zhicheng He, Sishen Yuan, Zhen Chen, Jinlin Wu, Mobarakol Islam, Zhen Li, Hongbin Liu, Hongliang Ren. "EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy." MICCAI 2024. pp. 296-306.
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Published in Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024
Recommended citation: Huan Xu, Jinlin Wu, Guanglin Cao, Zhen Chen, Zhen Lei, Hongbin Liu. "Transforming Surgical Interventions with Embodied Intelligence for Ultrasound Robotics." MICCAI 2024. pp. 703-713.
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Published in European Conference on Computer Vision (ECCV), 2024
🏆 Best Paper Candidate (15/8585)
Recommended citation: Zuyao Chen, Jinlin Wu, Zhen Lei, Zhaoxiang Zhang, Chang Wen Chen. "Expanding Scene Graph Boundaries: Fully Open-Vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention." ECCV 2024. pp. 108-124.
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Published in IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Recommended citation: Benzhi Wang, Yang Yang, Jinlin Wu, Guo-Jun Qi, Zhen Lei. "Self-similarity Driven Scale-invariant Learning for Weakly Supervised Person Search." ICCV 2023. pp. 1813-1822.
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Published in European Conference on Computer Vision (ECCV), 2022
Recommended citation: Jinlin Wu, Lingxiao He, Wu Liu, Yang Yang, Zhen Lei, Tao Mei, Stan Z. Li. "CAViT: Contextual Alignment Vision Transformer for Video Object Re-identification." ECCV 2022. pp. 549-566.
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Published in IEEE/CVF International Conference on Computer Vision (ICCV), 2019
Recommended citation: Jinlin Wu, Hao Liu, Yang Yang, Zhen Lei, Shengcai Liao, Stan Z. Li. "Unsupervised Graph Association for Person Re-Identification." ICCV 2019. pp. 8320-8329.
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Published in IEEE International Conference on Multimedia and Expo (ICME), 2019
Recommended citation: Jinlin Wu, Shengcai Liao, Zhen Lei, Xiaobo Wang, Yang Yang, Stan Z. Li. "Clustering and Dynamic Sampling Based Unsupervised Domain Adaptation for Person Re-Identification." ICME 2019. pp. 886-891.
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