I'm an undergraduate researcher at Jiangnan University (Project 211 Β· Double First-Class), School of AI & Computer Science, B.Eng. in Digital Media Technology β Class of 2027 Β· GPA 88 / 100.
My research lies at the intersection of AI for Science (biology in particular), LLM reasoning & agents, multimodal learning, and medical image analysis.
- π Authored / co-authored 7 papers β 6 as first / co-first author, 6 already accepted
- 𧬠iGEM 2025 Gold Medal β dry-lab lead, in-person defence in Paris
- π‘οΈ 1 invention patent filed (neuro-symbolic travel planning)
- π ~10 academic competition / honour awards (MCM/ICM HM, CUMCM, Lanqiao Cup, Wuxi City Outstanding Student Cadre, Jiangnan Honor Student β¦)
π I am actively looking for research-assistant, summer-internship, and graduate-study opportunities β especially in AI for Life Sciences and biological sequence modelling.
AI for Science (Bioinformatics) Β· Single-Cell Foundation Models Β· Protein & Peptide Design
LLM Reasoning & Neuro-Symbolic Agents Β· Multimodal Learning Β· Medical Image Analysis
1 first author Β·
*co-first author
| # | Paper | Venue | Role | Status |
|---|---|---|---|---|
| 1 | Tokenization is Mechanism: Information-Asymmetric Token Merging for Biological Sequences | NeurIPS 2026 (CCF-A) | 1st author | Under Review |
| 2 | ProtoGene: Bridging the RT-Gap in Single-Cell Foundation Models via Biology-Aware Prototypical Fine-Tuning | ICIC 2026 Oral (CCF-C) | 1st author | β Accepted |
| 3 | Extract Then Compile: Reliable Neuro-Symbolic Planning for Large Language Models | ICIC 2026 Oral (CCF-C) | 1st author | β Accepted |
| 4 | Fusion Direction Matters: Alignment-Adaptive Cross-Modal Fusion for Medical Image Segmentation | ICIC 2026 Oral (CCF-C) | 1st author | β Accepted |
| 5 | FWMamba-UNet: Frequency-Wavelet Enhanced Mamba UNet for Medical Image Segmentation | ICIC 2026 Oral (CCF-C) | 1st author | β Accepted |
| 6 | MambaGuard: A CLIP-Mamba Approach for OOD Generated Image Detection | PRCV 2025 (CCF-C) | Co-first | β Accepted |
| 7 | RA-Det: Towards Universal Detection of AI-Generated Images via Robustness Asymmetry | ICML 2026 (CCF-A) | 5th author | β Accepted |
π Full publication list & details on my academic homepage.
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ICIC 2026 Oral Β· 1st Author Frequency-domain + wavelet-transform branches augmenting a Mamba state-space UNet, capturing cross-scale boundary cues that pure spatial UNets miss.
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Dry-Lab Lead Β· Paris De-novo antimicrobial peptide design: ESM-2 / ProtT5 / Ankh + BiGRU-VAE β Latent Diffusion β Transformer decoder. SOTA on multiple metrics; wet-lab-validated variants outperform LL-37.
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NeurIPS 2026 (sub) Β· 1st Author Information-asymmetric token merging that turns the tokenizer into an interpretable mechanism β consistent gains across pMHC Β· TCR Β· DNA Β· SMILES.
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ICIC 2026 Oral Β· 1st Author + Patent Extract-Then-Compile: LLM lifts natural-language constraints into a symbolic program, solved by classical search. Filed national invention patent.
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Deep Learning & LLMs
Architectures & Techniques
AI for Science
Languages & Tools
