About Me

CHEN Jie (陈杰)   Distinguished Research Fellow & Associate Professor   School of Artificial Intelligence, Shenzhen University   Room L6-608, Canghai Campus, Shenzhen University

I am a Distinguished Research Fellow and Associate Professor at School of Artificial Intelligence, Shenzhen University. I am also a PhD supervisor and the Head of Intelligent Science Department, as well as the Associate Director of Embodied Intelligence and Robotics Institute. I am recognized as Shenzhen Overseas High-Level Talent (Category C). Research Interests: My research focuses on data-efficient learning (distributed learning, active learning) and trustworthy machine learning (interpretability, privacy preservation, robust learning). I am also working on large language models and multi-agent systems, embodied intelligence, and AI for Life Science (AI4LS). Links: Google Scholar | DBLP | Shenzhen University Profile

News!!

• 2026.04: Our paper "High-resolution phage-host assignment through key proteins using large language models" is accepted by Nature Communications.

• 2025.12: Our paper "Interpretable Dynamic Directed Graph Convolutional Network for Multi-Relational Prediction of Missense Mutation and Drug Response" is accepted by IEEE Journal of Biomedical and Health Informatics (JBHI).

• 2025.01: Our paper "Adversarial Learning under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification" is accepted by AAAI Conference on Artificial Intelligence (AAAI).

• 2024: Awarded the First Prize of CAA Science and Technology Progress Award.

• 2024.12: Our paper "Comprehensive Assessment of BERT-Based Methods for Predicting Antimicrobial Peptides" is accepted by Journal of Chemical Information and Modeling (JCIM).

Education

• Ph.D. in Computer Science, National University of Singapore (NUS), 2008-2013

      Award: Dean's Graduate Award (2013)

• M.Sc. in Computer Science and Technology, Zhejiang University, 2006-2008

• B.Eng. in Electronic and Information Engineering, Taizhou University, 2002-2006

Work Experience

• Head of Department, Department of Intelligent Science, School of Artificial Intelligence, Shenzhen University, 2025.07 - Present

• Deputy Director, Embodied Intelligence and Robotics Institute, School of Artificial Intelligence, Shenzhen University, 2025.05 - Present

• Associate Professor, School of Artificial Intelligence, Shenzhen University, 2025.02 - Present

• Deputy Director, Health Big Data Research Center, National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, 2022.11 - Present

• Distinguished Research Fellow, Shenzhen University, 2021.10 - Present

• Assistant Professor, College of Computer Science and Software Engineering, Shenzhen University, 2021.04 - 2025.02

• Associate Researcher, College of Computer Science and Software Engineering, Shenzhen University, 2018.05 - 2021.03

• Postdoctoral Researcher, MIT Singapore Research Center (SMART), 2013.12 - 2018.03

Awards and Honors

• First Prize, CAA Science and Technology Progress Award, 2024

• First Class Achievement Award, CAAI Teaching Achievement Incentive Program, 2023

• Outstanding Innovation and Entrepreneurship Mentor, 9th China International "Internet+" Innovation and Entrepreneurship Competition (Guangdong Division), 2023

• Outstanding Instructor, RoboCom Robot Developer Competition, 2022

• First Prize, Wu Wenjun Artificial Intelligence Science and Technology Progress Award (CAAI), 2019

• Shenzhen Overseas High-Level Talent (Category C), 2018

• Dean's Graduate Award (PhD), National University of Singapore, 2013

• Research Achievement Award, National University of Singapore, 2012

Selected Student Awards

• China International College Student Innovation Competition (2024) Guangdong Division: Gold Award; National Final: Silver Award, 2024

• 14th "Challenge Cup" Guangdong College Student Entrepreneurship Plan Competition: Gold Award, 2024

• 2023 Ascend AI Innovation Competition Shenzhen Regional: Gold Award, 2023

• 2023 RAICOM National Final: Second Prize, 2023

• 2022 RoboCom Robot Developer Competition CAIR Track: National Champion, 2022

Selected Patents

• A graph relation network-based person counting method and related device, Patent No.: ZL202210545571.8, 2024-12-13

• Microalgae cell fermentation regulation method, device, equipment and storage medium, Patent No.: ZL202410413166.X, 2024-08-23

• A method, system and storage medium for detecting medical insurance fraud, Patent No.: ZL202010967115.3, 2024-05-07

• Open reading frame prediction method, device and storage medium, Patent No.: ZL202310722247.3, 2024-03-19

• UAV takeoff point prediction method and device, Patent No.: ZL202010101564.X, 2023-10-20