Huangwei Chen (陈黄未)

I am a Ph.D. student in EAGLE-Lab at Zhejiang University, jointly supervised by Jianfeng Zhang (张建锋) and Prof. Haishuai Wang (王海帅). I received my B.Eng. degree in Computer Science and Technology from Hangzhou Dianzi University in 2026, where I was supervised by Prof. Feiwei Qin (秦飞巍) from HDU-3DV-Lab. My academic interests lie in Medical AI, MLLMs and AI Agent.

News

2026.09: 🎉🎉 Our paper for MICCAI 2026 has been selected as a candidate for the MICCAI Best Paper and Young Scientist Award!
2026.08: 🎉🎉 Our paper for NLPCC 2026 has been selected for Oral Presentation!
2026.08: 🎉🎉 Our paper has been accepted by NLPCC 2026!
2026.07: 🎉🎉 Our paper has been accepted by ACMMM 2026!
2026.06: 🎉🎉 Our paper has been accepted by MICCAI 2026!
2026.06: 🎉🎉 Our paper has been accepted by BSPC (IF=5.7)!
2026.05: 🎉🎉 Our paper has been accepted by KBS (IF=7.6)!
2026.05: 🎉🎉 Our paper has been early accepted by MICCAI 2026!
2026.05: 🎉🎉 Featured in People's Daily as the only undergraduate representative from Zhejiang Province among the outstanding National Scholarship recipients nationwide!
2026.04: 🎉🎉 Our paper for ACL 2026 has been selected as an Award Candidate!
2026.04: 🎉🎉 Our paper for ACL 2026 has been selected for Oral Presentation!
2026.04: 🎉🎉 Our 2 papers have been accepted by ACL 2026!
2026.03: 🎉🎉 Our paper for ICASSP 2026 has been selected for Oral Presentation!
2026.01: 🎉🎉 Our paper has been accepted by ICASSP 2026!
2025.12: 🎉🎉 Our abstract for EAU 26 has been selected for Oral Presentation!
2025.12: 🎉🎉 Our abstract has been accepted by EAU 26!

Reports

Publications

^* Equal contribution. ^† Corresponding author.

Beyond the Individual: Virtualizing Multi-Disciplinary Reasoning for Clinical Intake via Collaborative Agents

Huangwei Chen, Wu Li, Junhao Jia, Yining Chen, Xiaotao Pang, Yalong Chen, Gonghui Li, Haishuai Wang^†, Jiajun Bu^†, Lei Wu^†

Findings of ACL 2026

Directed Ordinal Diffusion Regularization for Progression-Aware Diabetic Retinopathy Grading

Huangwei Chen^*, Junhao Jia^*, Ruocheng Li, Cunyuan Yang, Wu Li, Xiaotao Pang, Yifei Chen, Haishuai Wang, Jiajun Bu^†, Lei Wu^†

MICCAI 2026

MMLNB: Multi-Modal Learning for Neuroblastoma Subtyping Classification Assisted with Textual Description Generation

Huangwei Chen^*, Yifei Chen^*, Zhenyu Yan, Mingyang Ding, Chenlei Li, Zhu Zhu^†, Feiwei Qin^†

Biomedical Signal Processing and Control

PathLens: A Lightweight Multimodal Reasoner for In-Depth Pathology Insights

Zhu Zhu^*, Huangwei Chen^*, Zhenyu Yan^*, Donghao Zhang, Yueyi Wu, Yuqi Zhan, Weihao Cheng, Manli Zhao, Weizhong Gu, Yifei Chen, Feiwei Qin^†, Gang Yu^†

Knowledge-Based Systems

MedCollab: Causal-Driven Multi-Agent Collaboration for Full-Cycle Clinical Diagnosis via IBIS-Structured Argumentation

Yuqi Zhan^*, Xinyue Wu^*, Tianyu Lin, Yutong Bao, Xiaoyu Wang, Weihao Cheng, Huangwei Chen^†, Feiwei Qin^†, Zhu Zhu^†

NLPCC 2026 Oral

SCOUT: Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification

Junhao Jia, Hanwen Zheng, Yueyi Wu, Huangwei Chen, Haishuai Wang, Jiajun Bu^†, Lei Wu^†

ACL 2026 Oral Award Candidate

Geodesic Prototype Matching via Diffusion Maps for Interpretable Fine-Grained Recognition

Junhao Jia, Yunyou Liu, Yifei Sun, Huangwei Chen, Feiwei Qin^†, Changmiao Wang, Yong Peng

ICASSP 2026 Oral

UroMAS: A multi-agent system for automated patient interview, clinical documentation, and initial management planning in urolithiasis

Yining Chen, Huangwei Chen, Yalong Chen, Junyao Xu, Lifeng Ding, Lei Wu, Jiajun Bu, Gonghui Li^†

EAU 2026 Oral

RARE: Reliable and Adaptive Reasoning with Grounded Evidence for Medical Vision Language Models

Ruocheng Li, Lei Wu, Cunyuan Yang, Huangwei Chen, Xiaotao Pang, Qi Xu, Wu Li, Haishuai Wang, Jiajun Bu^†

ACM MM 2026

GLeVE: Graph-Guided Lesion Grounding with Proposal Verification in 3D CT

Shuo Jiang^*, Yuhao Hong^*, Chunbo Jiang, Weihong Chen, Huangwei Chen, Shenghao Zhu, Beining Wu, Mingxuan Liu, Zhu Zhu, Feiwei Qin^†, Min Tan, Yifei Chen^†

MICCAI 2026 Early Accept MICCAI Best Paper and Young Scientist Award Candidate Shortlist (Top 0.5%)

Unsupervised Causal Prototypical Networks for De-biased Interpretable Dermoscopy Diagnosis

Junhao Jia, Yueyi Wu, Huangwei Chen, Haodong Jing, Haishuai Wang^†, Jiajun Bu, Lei Wu^†

arXiv preprint (2026)

Sci-Mind: Cognitively-Inspired Adversarial Debate for Autonomous Mathematical Modeling

Junhao Jia, Huangwei Chen, Ruiying Sun, Yanhui Song, Haishuai Wang^†, Jiajun Bu, Lei Wu^†

arXiv preprint (2026)

Honors

Awards

2023.12 Provincial Government Scholarship
2024.12 National Scholarship
2025.10 Finalist (Top 15) in Zhejiang Provincial National Scholarship Special Evaluation
2025.12 National Scholarship
2026.06 Outstanding Graduate of Zhejiang Province

Competitions

2024.05 Meritorious Winner, Interdisciplinary Contest in Modeling (ICM)
2024.10 Silver Medal, China International College Students’ Innovation Competition
2025.07 Two Gold Medals (one Provincial Top 10), Zhejiang International College Students’ Innovation Competition
2025.07 Silver Medal, Zhejiang College Students’ “Challenge Cup” Extracurricular Academic Science and Technology Works Competition (AI+ Track)
2025.10 Silver Medal, China International College Students’ Innovation Competition

Services

Academic Service

Reviewer: NeurIPS 2026, EMNLP 2026, NLPCC 2026, ICLR 2027

Campus Service

2024–2025 Deputy Secretary, 19th Youth League Committee, HDUCS

Gallery