Education
| Doctorate | ||
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Tulane University Ph.D Student in Computer Science Research Field: Immunoinformatics & XAI Advised by: Prof. Ramgopal Mettu |
Louisiana, US Sept. 2023 - Present |
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| Bachelor | ||
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University of Nottingham Ningbo China BSc Hons Computer Science with Artificial Intelligence (First Class with Honors) |
Zhejiang, China Sept. 2019 - Jun. 2023 |
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University of Birmingham UG Aff Computer Science with Software Engineering (Exchange Program) |
Birmingham, UK Sept. 2020 - Jun. 2021 |
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Publications
Check my full publication list.
Latest Work
Selected Papers
Quantifying Cross-Attention Interaction in Transformers for Interpreting TCR-pMHC Binding(ICLR) In Proceedings of The Fourteenth International Conference on Learning Representations. iMIND: Insightful Multi-subject Invariant Neural Decoding(NeurIPS) Advances in Neural Information Processing Systems. Rational Multi-Modal Transformers for TCR-pMHC Prediction(ACM BCB)Oral In Proceedings of the 16th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics. GPU Acceleration of Conformational Stability Computation for CD4+ T-cell Epitope Prediction(BIBM) In 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE.
Conference Orals
Rational Multi-Modal Transformers for TCR-pMHC Prediction(ACM BCB) In Proceedings of the 16th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics. GPU Acceleration for Markov Chain Monte Carlo sampling(AIMLSys) In Proceedings of the Fourth International Conference on AI-ML Systems. ACM. GPU Acceleration of Conformational Stability Computation for CD4+ T Cell Epitope PredictionIn Next Gen. Conversations: Albany at Tech 2024: The 21st Conversation. Albany.
Services
Conferences
| Year | Conference | Role |
|---|---|---|
| 2026 | MLCB 2026 | Reviewer |
| 2026 | MLSCB@ISMB 2026 | Reviewer |
| 2026 | ICML 2026 | Reviewer |
| 2026 | LMRL@ICLR 2026 | Reviewer |
| 2026 | CVPR 2026 | Reviewer |
| 2025 | ICLR 2026 | Reviewer |
Journals
| Journal | Role | Review Date(s) |
|---|---|---|
| PLoS Computational Biology | Reviewer | 2026/05 |
Grant & Funding
| Year | Grant | Authority | Amount |
|---|---|---|---|
| 2025 | Harold L. and Heather E. Jurist Center of Excellence for Artificial Intelligence (Explainable Machine Learning for Immunotherapy) | Tulane University | - |
| 2025 | Google Cloud Research Credits Program | Google GCP | $1,000.00 |
| 2024 | Harold L. and Heather E. Jurist Center of Excellence for Artificial Intelligence (Computational Epitope Prediction) | Tulane University | - |
| 2024 | AWS Public Sector Cloud Credit for Research | Amazon AWS | $4,984.00 |
| 2023 | Tulane Ph.D. Funding | Tulane University | - |
Awards
| Year | Award | Authority | Location |
|---|---|---|---|
| 2026 | CS TA Award | Department of Computer Science, Tulane University | LA, US |
| 2026 | Best Research Poster | Department of Computer Science, Tulane University | LA, US |
| 2023 | Zhejiang Excellent Graduates | Zhejiang Provincial Government | Zhejiang, China |
| 2022 | Best Performer | University of Nottingham Ningbo China | Zhejiang, China |
| 2022 | President’s Scholarship | University of Nottingham Ningbo China | Zhejiang, China |
| 2022 | Zhejiang Provincial Scholarship | Zhejiang Provincial Government | Zhejiang, China |
| 2021 | Provost’s Scholarship | University of Nottingham Ningbo China | Zhejiang, China |
| 2021 | Government Scholarship for Mobility Out | Ningbo Municipal Government | Zhejiang, China |
Experiences
Work Experiences
| Date | Position | Institution | Location |
|---|---|---|---|
| Aug 2024 - Present | Teaching Assistant | Department of Computer Science, Tulane University | LA, US |
| Aug 2023 - Aug 2024 | Research Assistant | Department of Computer Science, Tulane University | LA, US |
| June 2023 ‑ July 2023 | Research Internship | Shanghai Institution of Materia Medica, China Academy of Science | Shanghai, China |
Teaching Experiences
| Semester | Course | Institution | Role |
|---|---|---|---|
| 2026 Spring | CMPS 2200 Introduction to Algorithm | Tulane University | Teaching Assistant |
| 2025 Fall | CMPS 2200 Introduction to Algorithm | Tulane University | Teaching Assistant |
| 2025 Spring | CMPS 2200 Introduction to Algorithm | Tulane University | Teaching Assistant |
| 2024 Fall | CMPS 2200 Introduction to Algorithm | Tulane University | Teaching Assistant |
Skills
Techniques
- Vibe Coding: Cline, Codex
- Programming: C/C++, Java, C#, Python, PHP, JavaScript, Assembly(MIPS), Haskell, VB.net, CUDA
- Database: MySQL, SQLite, PostgreSQL, MongoDB, Redis
- Web
- Front-end: HTML, CSS, Bulma, Tailwind, JavaScript, JQuery
- Back-end: Django, Flask, IIS, Apache HTTP, Docker, Nginx
- Algorithm
- Machine Learning: PyTorch, PyG, TensorFlow, Pandas, Numpy, scikit‑learn, scipy, Numba
- Big Data: Hadoop, Spark
- Visualization: Matplotlib, Plotly, Streamlit, 3DMol.js
- Documentation: LaTeX, Markdown, Swagger, Overleaf
- Hardward: Arduino, Raspberry Pi, STM32
- Environment: Git, Anaconda
- Cheminformatics & Bioinformatics: RDKit, Vina Docking, ChemDraw, DeepChem, BioPDB, Biotite
- Musical Instrument: Guqin (Traditional Chinese String Instrument)
Languages
- Chinese: Native proficiency
- Mandarin
- Chongqing Dialect: I am a Chongqing citizen definetely.
- English: Professional proficiency