🧍♂️ Biography
I am a Ph.D. candidate in the integrated master’s–Ph.D. program at the Institute of Biopharmaceutical and Health Engineering (iBHE), Shenzhen International Graduate School (SIGS), Tsinghua University. I am currently advised by Prof. Lan Ma and was previously supervised by Prof. Peiwu Qin. I have also worked closely with Prof. Hui-Yan Luo at Sun Yat-sen University Cancer Center. Previously, I received my bachelor’s degree from the School of Informatics, Xiamen University, where I was mentored by Prof. Zhirong Shen and Prof. Xiongbiao Luo.
My research focuses on developing efficient, reliable, and generalizable AI methods for applications in science and engineering. My methodological interests span representation learning, generative modeling, and inference across computer vision, natural language processing, and multimodal learning, combining mathematical analysis with empirical investigation. Biomedical AI, particularly oncology, is a major application focus, while my interdisciplinary collaborations also span mental health, materials science, and communications. My doctoral research centers on multimodal AI for uveal melanoma diagnosis and clinical characterization. I draw on problems from these domains to motivate algorithmic innovation and evaluate the practical value of new methods. I also explore AI systems and infrastructure for inference acceleration, efficient computation, and reproducible deployment, connecting methodological advances with practical implementation.
Through university–industry research collaborations, I currently work as a Research Intern with Shenshui Yunke Digital Technology, a company incubated by Infore Group, and Siteshun Technology. I previously interned at the Central Media Technology Institute of Huawei’s 2012 Labs and the Digitalization Department of CRRC Nanjing Puzhen Co., Ltd.
📖 Education
- 2023.09 - present, Ph.D. candidate, Institute of Biopharmaceutical and Health Engineering(iBHE), Shenzhen International Graduate School(SIGS), Tsinghua University(THU), Shenzhen, China.
- 2021.09 - 2023.06, M.S. student, Tsinghua-Berkeley Shenzhen Institute(TBSI), Tsinghua University(THU), Shenzhen, China.
- 2017.09 - 2021.06, Bachelor’s degree in Cyberspace Security, School of Informatics, Xiamen University(XMU), Xiamen, China.
- 2014.09 - 2017.06, Shenzhen Middle School(SMS), Shenzhen, China.
🔥 News
- I expect to complete my Ph.D. in June 2027 and am seeking faculty, postdoctoral, and full-time research opportunities in academia and industry. Please feel free to get in touch if you see a potential fit with your team. CV (PDF)
- I welcome collaborations with researchers from diverse disciplinary backgrounds, particularly on AI methods and their applications in science and engineering. Please reach out if you would like to discuss a potential collaboration.
📝 Publications
(* stands for equal contribution and † means corresponding author)
Point Cloud for Wireless Communications: A Comprehensive Survey on Fundamentals, Techniques, and Applications
IEEE Communications Surveys & Tutorials. 2026.
MAPS: Robot-Mediated Multimodal Mental Health Screening for Chinese Adolescents
AACL-IJCNLP — MultiPsyche Workshop. 2026. Accepted; to appear.
Auditing 3D Shape Retrieval without Supervised Training Using Diffused Geodesic Moments
Pacific Rim International Conference on Artificial Intelligence (PRICAI). 2026. Accepted; to appear.
Concerns about artificial intelligence feedback validation in the 2-Sigma platform
Academic Medicine. 2026 Aug 1;101(8):898.
Addressing algorithmic bias in artificial intelligence-driven medical education assessment
Academic Medicine. 2026 Jul 1;101(7):748–749.
A Hybrid Ensemble System for Time-Series Anomaly Detection in Automated Quality Control of Medical Equipment
Diagnostics. 2026 Jun 23;16(13):1953.
Molecular-substructure Deep Autoencoders cluster bioactive molecules into novel band-shaped substructure-distinguished bioactivity clusters in 3D latent space
The Innovation Informatics. 2026 May 14;2(2):100049.
Closing the fairness gap: a call for equitable machine learning in fetal growth restriction prediction: A Letter to the Editor regarding ‘Assessing adherence to TRIPOD+AI guidelines in machine learning models for predicting small for gestational age and fetal growth restriction: a systematic review
American Journal of Obstetrics & Gynecology MFM. 2026 May;8(5):101923.
Unlocking Latent Titanium Active Centers Through the Synergistic Effect of Oxygen Vacancies and Boron Doping for Accelerated Sulfur Redox Reactions in Silicon‐Sulfur Batteries
Angewandte Chemie International Edition. 2026 Apr 20;65(17):e4505904.
Social media insights are not competency consensus
Medical Teacher. 2026 Apr 3;48(4):738.
Squalene-based oxygen-scavenging system for enhancing fluorescent dye stability for biosensing applications
Frontiers in Chemical Biology. 2026 Apr 2;5:1749158.
Letter to the editor regarding “A simple data-driven dietary pattern associated with lower risk for adverse pregnancy outcomes”
American Journal of Obstetrics & Gynecology MFM. 2026 Apr;8(4):101899.
Growing Up in the Waiting Room
Journal of Adolescent Health. 2026 Apr;78(4):677.
Scrolling Through the End of the World
Journal of Adolescent Health. 2026 Feb;78(2):367.
Comment on: “From conventional scores to explainable AI: a six-method comparative framework for failure prediction in percutaneous nephrolithotomy”
World Journal of Urology. 2026;44(1):6.
A 3.55‐µm Ultrathin, Skin‐Like Mechanoresponsive, Compliant, and Seamless Ionic Conductive Electrode for Epidermal Electrophysiological Signal Acquisition and Human‐Machine Interaction
Exploration. 2025 Oct;5(5):20240232.
Diagnosing pathologic myopia by identifying morphologic patterns using ultra widefield images with deep learning
npj Digital Medicine. 2025 Jul 13;8(1):435.
Development of a tri-modal contrast learning model integrating pathology-text and CT-text for clinical oncology tasks
Clinical Cancer Research. 2025 Jul 10;31(13 Suppl):A049.
Artificial intelligence enables the ethical reconstruction and social value realization of global cancer research: From technological innovation to humanistic care
Clinical Cancer Research. 2025 Jul 10;31(13 Suppl):B024.
Content-Style Disentangled Audio Style Transfer via Diffusion Model
International Conference on Multimedia and Expo (ICME). 2025 Jun 30. p. 1–6.
Address Arctic shipping crisis at COP30
Science. 2025 Jun 12;388(6752):1143–1144.
AudioCache: Accelerate Audio Generation With Training-Free Layer Caching
International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 2025 Apr 6. p. 1–5.
TAGMO: Temporal Control Audio Generation for Multiple Visual Objects Without Training
International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 2025 Apr 6. p. 1–5.
Performance of explainable ensemble learning for mortality risk stratification and multimodal biomarker prediction in colorectal cancer: a retrospective, database cohert study
The Lancet Regional Health - Western Pacific. 2025 Feb;55(Suppl 1):101459.
Crossing the capacity threshold in Si-S batteries through mud-crack electrodes
Energy Storage Materials. 2025 Feb;75:104046.
A conductive and anti-freezing gelatin-PAA-based organic hydrogel (PC-OH) with high adhesion and self-healing activities for wearable electronics
Chemical Engineering Journal. 2024 Jul;492:152465.
DNA Virus Detection System Based on RPA-CRISPR/Cas12a-SPM and Deep Learning
Journal of Visualized Experiments (JoVE). 2024 May 10;(207):e64833.
LAMPER: LanguAge Model and Prompt EngineeRing for zero-shot time series classification
International Conference on Learning Representations(ICLR). 2024 Mar 23.
Cognitive resilience: Unraveling the proficiency of image-captioning models to interpret masked visual content
International Conference on Learning Representations(ICLR). 2024 Mar 23.
Prompt-enhanced hierarchical transformer elevating cardiopulmonary resuscitation instruction via temporal action segmentation
Computers in Biology and Medicine. 2023 Dec;167:107672.
Detection of Frog Virus 3 by Integrating RPA-CRISPR/Cas12a-SPM with Deep Learning
ACS Omega. 2023 Sep 12;8(36):32555–32564.
Angiotensin-Converting Enzyme 2-Based Biosensing Modalities and Devices for Coronavirus Detection
Biosensors. 2022 Nov 7;12(11):984.
AI-boosted CRISPR-Cas13a and total internal reflection fluorescence microscopy system for SARS-CoV-2 detection
Frontiers in Sensors. 2022 Nov 2;3:1015223.
Current and Perspective Sensing Methods for Monkeypox Virus
Bioengineering. 2022 Oct 18;9(10):571.
Therapeutic effect of ketogenic diet treatment on type 2 diabetes
Journal of Future Foods. 2022 Jun;2(2):177–183.
Preprints
OphJev: endpoint-aware System One decisions for ophthalmic imaging and clinical text
medRxiv. 2026 Oct 6.
Syndrome, Synergy, and Safety: Structured Reasoning and Knowledge-Driven Alignment for TCM Prescription Generation
arXiv. 2026 Sep 22. arXiv:2609.25755.
LingLan: An Advancing Traditional Chinese Medicine Diagnosis LLM with Multimodal Data
arXiv. 2026 Sep 22. arXiv:2609.25715.
An Ultra-Widefield Swept-Source OCTA Dataset and a Polar-Gated Mamba Network for Retinal Vessel Segmentation
arXiv. 2026 Sep 11. arXiv:2609.12574.
EyeMVP: OCT-Informed Fundus Representation Learning via Paired CFP–OCT Pretraining
arXiv. 2026 Jun 13. arXiv:2606.15129.
Continuous Language Diffusion as a Decoder-Interface Problem
arXiv. 2026 Jun 7. arXiv:2606.08810.
Prime Certificates for Exact Vertex-Coprime Ramsey Numbers
arXiv. 2026 May 26. arXiv:2605.26815.
MAJORScore: A Novel Metric for Evaluating Multimodal Relevance via Joint Representation
arXiv. 2025 Sep 22. arXiv:2509.21365.
Hear-Your-Click: Interactive Object-Specific Video-to-Audio Generation
arXiv. 2025 Jul 7. arXiv:2507.04959.
Rapid Response: Rethinking the Tools of Science: When "Subjective Judgments" Become the Invisible Enablers of Bias
The BMJ. 2025.
Rapid Response: After banning corporal punishment, what else do we need to do?
The BMJ. 2025.
Rapid Response: Prevention and control of medical violence: ethical dilemmas and systemic blind spots beyond technological empowerment
The BMJ. 2025.
Rapid Response: When scientific blood transfusion meets policy Blood loss the neglected ecological chain of research
The BMJ. 2025.
Alzheimer Disease is Associated with Isotropic Ocular Enlargement
arXiv. 2023 Oct 13. arXiv:2310.11464.
Patents
The generation methods, devices, equipment, storage media and program products for media content
Publication Nos.: CN122073634A, WO2026108088A1
A depression detection device based on EEG signal analysis
Publication No.: CN118787353A
Preparation method of gel electrode, gel electrode and detection device
Publication No.: CN118667050A
A method and device for scaling erasure code storage system
Publication Nos.: CN114237970A, WO2023098048A1; Grant Publication No.: CN114237970B
Talks
Lightning talks from young investigators: Generalized deep learning model towards multimodal data integration for early screening of adolescent mental disorders
Nature Conferences: Advancing Health with AI. 2024-04.
Multimodal data integration using deep learning for predicting cancer biomarker and improving risk stratification in colorectal cancer
the 2nd Biopharmaceutical and Health Engineering Cup Graduate Forum (Oral, Top15). 2023-12.
MAG: Multimodal learning and Attention mechanism General model for adolescent mental health screening
the 1st Biopharmaceutical and Health Engineering Cup Graduate Forum (Oral, Top15). 2022-12.
🎖 Honors and Awards
- 2025.12 Friends of Tsinghua-BYD Funded Comprehensive Excellence Scholarship (First Prize), Tsinghua University.
- 2025.11 Silver Award Team, Doctoral students’ social practice, Tsinghua University.
- 2025.04 Third Place, SIFA Cup Football Competition, SIGS, Tsinghua University.
- 2025.02 Presentation Certificate, The Lancet Summit: cancer control in China.
- 2024.12 Academy Comprehensive Scholarship (Second Prize), SIGS, Tsinghua University.
- 2024.12 Artistic Gold Award, “December 9th” Revolutionary Song Concert, SIGS, Tsinghua University.
- 2024.04 Bronze Poster Award, Nature Conferences: Advancing Health with AI.
- 2023.12 Oral Presentation Award, The 2nd Biopharmaceutical and Health Engineering Cup Graduate Forum, Tsinghua University.
- 2023.12 Academy Comprehensive Scholarship (Second Prize), SIGS, Tsinghua University.
- 2023.06 Third Place, SIFA Cup Football Competition, SIGS, Tsinghua University.
- 2022.12 Outstanding Innovation Award, The 1st Biopharmaceutical and Health Engineering Cup Graduate Forum (Rank: 1/15), Tsinghua University.
- 2022.12 Academy Comprehensive Scholarship (Second Prize), SIGS, Tsinghua University.
- 2022.11 4th Place, Men’s Singles, 1st Teacher-Student Badminton Friendly Match, SIGS iBHE, Tsinghua University.
- 2021.12 Second Prize, Orienteering Competition for the 86th Anniversary of the December 9th Movement, Tsinghua University.
- 2021.08 National Information Security Test Program (Level 1) Certificate (NISP-1).
- 2020.05 Third Prize, The 7th “Guangqian Cup” Medical Knowledge Contest, Xiamen University.
- 2020.05 First Prize, The 14th Physics Competition,, Xiamen University.
- 2019.10 Volunteer Service Scholarship, School of Informatics, Xiamen University.
- 2019.10 Academic Excellence Scholarship, School of Informatics, Xiamen University.
- 2018.11 Second Prize, Excellent Practice Report on Ideological and Political Theory Course, Xiamen University.
- 2018.08 Second Prize, Electronic Design Competition for College Students, Fujian Province.
- 2018.05 Winning Award, The 15th Intelligent Connected Innovation Competition, Xiamen University.
- 2017.12 Third Prize, The Maker Competition, Xiamen University.
- 2017.09 Outstanding Student of Military Training, Xiamen University.
💻 Experience
- 2026.08 – present, Research Intern, Siteshun Technology (university–industry research collaboration).
- 2026.06 – present, Research Intern, Shenshui Yunke Digital Technology, incubated by Infore Group (university–industry research collaboration).
- 2025.06 - 2025.08, Research Intern, Digitalization Department, CRRC Nanjing Puzhen Co., Ltd., Nanjing, China.
- 2024.06 - 2024.12, Research Intern, 2012 Labs, Huawei Technologies Co., Ltd., Shenzhen, China.
- 2024.02 - 2024.06, Teaching Assistant, Principles of Magnetic Resonance Imaging and Data Analysis, SIGS, Shenzhen, China.
- 2020.06 - 2020.09, Cybersecurity Engineering Intern, Shenzhen Longgang Big Data Center, Shenzhen, China.
- 2019.02 - 2019.06, Teaching Assistant, Chemistry, Xiamen University Affiliated Keji High School, Xiamen, China.
📃 Academic Service
Conference Reviewing: NeurIPS (2025, 2024); IJCAI (2026, 2025); AAAI (2027); ACM Multimedia (2024); ICME (2026, 2025); ICIP (2026); BMVC (2025); IJCNN (2027, 2026, 2025); CPAL (2026); MMM (2027, 2026, 2025); PRICAI (2026); ACDSA (2026, 2025); ICECCME (2026, 2024); ICECER (2026, 2025, 2024); ICECET (2026, 2025, 2024).
Workshop Reviewing: MULA @ CVPR (Multimodal Learning and Applications Workshop) — 2026, 2025; ODI @ NeurIPS (On-Device Intelligence: Foundation Models under Real-World Constraints) — 2026.
Journal Reviewing: ACM Transactions on Computing for Healthcare; IEEE Journal of Biomedical and Health Informatics; Archives of Computational Methods in Engineering; BioData Mining; npj Digital Medicine; Journal of Hematology & Oncology; Signal Transduction and Targeted Therapy; Breast Cancer Research; Advances in Radiation Oncology; BMC Cancer; BMC Digital Health; BMC Medical Informatics and Decision Making; BMC Medical Research Methodology; Current Medical Imaging; DARU Journal of Pharmaceutical Sciences; Discover Artificial Intelligence; Discover Oncology; Frontiers in Artificial Intelligence; Frontiers in Bioengineering and Biotechnology; Frontiers in Cell and Developmental Biology; Frontiers in Dental Medicine; Frontiers in Digital Health; Frontiers in Genome Editing; Frontiers in Medicine; Frontiers in Oncology; Frontiers in Psychiatry; Frontiers in Public Health; International Journal of Colorectal Disease; Scientific Reports; SN Comprehensive Clinical Medicine; Therapeutic Innovation & Regulatory Science; Visual Computing for Industry, Biomedicine, and Art; World Journal of Surgical Oncology.
🔔 Brilliant Insight
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Jensen Huang: “Most of the Stanford graduates have very high expectations, and you deserve to have high expectations because you came from a great school. You were very successful. You’re top of your class. Obviously, you were able to pay for tuition. Then you’re graduating from one of the finest institutions on the planet. You’re surrounded by other kids that are just incredible. You naturally have very high expectations. People with very high expectations have very low resilience. And unfortunately, resilience matters in success. You want greatness out of them. And greatness is not intelligence, as you know. Greartness comes from character. And character isn’t formed out of smart people. It’s formed out of people who suffered. I wish upon you ample doses of pain and suffering.”
Quote from <Keynote by NVIDIA CEO Jensen Huang at 2024 SIEPR Economic Summit> [Youtube] [Bilibili] -
Kaiming He: “I think research is about frustrations, failures, depression. It’s all about the negative words you can comp up with. That’s just the reality. If you haven’t experienced, that means you are not ng the best research. That’s just the reality. My life was just like that. I was disappointed maybe 95％ of the time, and then I spent 5% of my time finishing that paper then I move into next cycle being depressed, frustrated, anxious until the next work come out.”
Quote from <2023 Future Science Prize Laureates Lecture> [Youtube] [Bilibili] -
“When providing feedback to students, think very carefully about what kind of feedback is the most helpful for a student to learn and grow, what’s appropriately critical and nurturing at the same time. It’s not about showing off who’s the smartest in the room, who knows the most literature, etc. Especially if you’re in a position of power, you have to be very careful about what long term impact your feedback might have on a student’s perception of the field and his/her own abilities, or whether your feedback would make him or her feel zero self worth and want to quit the field entirely.”
Quote from <The answer of “What did your mentor say to you that still haunts you?”> [Zhihu] -
Geoffrey Hinton: “So I think the study techniques depend very much on who you are. And I’ve noticed among scientists there’s huge differences. So I don’t like reading. I start reading something, and after I’ve read kind of one paragraph, I get distracted because it makes me think of something. I’m very bad at reading scientific papers. I will read important papers in the end if I have to. I love talking to people. So I’ve got a friend called Terry Sejnowski who loves reading. He reads all the literature in neuroscience. And if I want to know something in neuroscience, I don’t actually go and read a paper. I call up Terry and he explains things to me. And that’s much more fun. I guess in some ways I was fortunate to get the advisor for my PhD, who had the same kind of characteristic. And so he gave me advice early on. Don’t read the literature. Reading rots the mind. First solve the problem yourself, and then look in the literature to see if your solution is novel. Now this is the exact opposite advice to what you’ll get from almost all people. They’ll say you should read the literature. You should carefully before you start on solving puzzles yourself, you should read the literature. I think both views are correct, because it depends on who you are. Some people like reading a lot and acquiring lots of knowledge. Other people are puzzle solvers like me, and they don’t like reading lots of stuff. They like a puzzle to solve. So I think there’s huge variation in how you should study.”
Quote from <Meet a Nobel laureate: A conversation with University Professor Emeritus Geoffrey Hinton> [Youtube] [Bilibili] -
Max Delbrück: “One should be sloppy enough so that the unexpected may happen, but not so sloppy that you can’t tell what it was.”
🗃️ Useful Resources
- CCF-Deadlines (As a contributor): Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet)
- Journal-CFP-Deadlines (As a contributor): Bilingual (EN/ZH) web app for tracking academic journal Call for Papers deadlines
- AI-For-Beginners: Artificial Intelligence for Beginners - A Curriculum
- HowToLiveLonger: A programmer’s guide to live longer
- Conference List: Conference List for international computer science conferences