CV

Education

• Ph.D in Version Control Theory, GitHub University, 2018 (expected)
• M.S. in Jekyll, GitHub University, 2014
• B.S. in GitHub, GitHub University, 2012

Work experience

• Spring 2024: Academic Pages Collaborator
  • GitHub University
  • Duties includes: Updates and improvements to template
  • Supervisor: The Users
• Fall 2015: Research Assistant
  • GitHub University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub
• Summer 2015: Research Assistant
  • GitHub University
  • Duties included: Tagging issues
  • Supervisor: Professor Git

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

A Survey on Personalized Content Synthesis with Diffusion Models

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.

SurgVidLM: Towards Multi-grained Surgical Video Understanding with Large Language Model

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.

SA-Person: Text-Based Person Retrieval with Scene-aware Re-ranking

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.

Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment

Yuanfan Zheng, Jinlin Wu, Wuyang Li, Zhen Chen. "Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment." AAAI 2025. pp. 10644-10652.

Advancing Dense Endoscopic Reconstruction with Gaussian Splatting-driven Surface Normal-aware Tracking and Mapping

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.

EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery

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.

SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot

Jinlin Wu, Xusheng Liang, Xuexue Bai, Zhen Chen. "SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot." IEEE BigData 2024. pp. 2041-2048.

SurgFC: Multimodal Surgical Function Calling Framework on the Demand of Surgeons

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.

ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding

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.

EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy

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.

Transforming Surgical Interventions with Embodied Intelligence for Ultrasound Robotics

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.

Expanding Scene Graph Boundaries: Fully Open-Vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention

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.

SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference

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.

PitVis-2023 Challenge: Workflow Recognition in Videos of Endoscopic Pituitary Surgery

Adrito Das, ..., Zhen Chen, Jinlin Wu, ..., Sophia Bano. "PitVis-2023 Challenge: Workflow Recognition in Videos of Endoscopic Pituitary Surgery." arXiv:2409.01184, 2024.

Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery

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.

Surgivisor: Transformer-based Semi-supervised Instrument Segmentation for Endoscopic Surgery

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.

SurgPLAN: Surgical Phase Localization Network for Phase Recognition

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.

Self-similarity Driven Scale-invariant Learning for Weakly Supervised Person Search

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.

Camera-aware Representation Learning for Person Re-identification

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.

CAViT: Contextual Alignment Vision Transformer for Video Object Re-identification

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.

An End-to-End Exemplar Association for Unsupervised Person Re-identification

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.

Unsupervised Graph Association for Person Re-Identification

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.

Clustering and Dynamic Sampling Based Unsupervised Domain Adaptation for Person Re-Identification

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.

Talks

Conference Proceeding talk 3 on Relevant Topic in Your Field

March 01, 2014

Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA

Talk 2 on Relevant Topic in Your Field

February 01, 2014

Talk at London School of Testing, London, UK

Tutorial 1 on Relevant Topic in Your Field

March 01, 2013

Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA

Talk 1 on Relevant Topic in Your Field

March 01, 2012

Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA

Teaching

Teaching experience 2

Teaching experience 1

Service and leadership

• Currently signed in to 43 different slack teams