I'm exploring opportunities for 2027, when I expect to graduate, in both industry and academia.
Education
The Chinese University of Hong Kong, Shenzhen, Ph.D.
2023 – Present
GPA Rank: 1st / 24
Harbin Institute of Technology, Shenzhen, M.S.
2020 – 2023
GPA Rank: 1st / 111
Jinan University, B.S.
2016 – 2020
GPA Rank: 1st / 51
Impact
3KCitations (
1.8K as first author)
487KOpen-source model downloads
274KOpen-source dataset downloads
Publications
Selected (co-)first-author papers.
* denotes equal contribution. Full list on Google Scholar.
Conference Papers
OnePO: Direct One-stage Policy Optimization for SFT-free Domain Adaptation
Junying Chen*, Xinyuan Xie*, et al.
Incentivizing Medical Vision Capabilities from Large-Scale Multimodal Pre-training
Junying Chen, Zhenyang Cai, et al.
NeurIPS 2026 Oral (HuatuoGPT-Vision2)
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
Junying Chen, Zhenyang Cai, et al.
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Junying Chen, Chi Gui, et al.
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs
Junying Chen, Xidong Wang, et al.
HuatuoGPT, Towards Taming Language Model to Be a Doctor
Hongbo Zhang*, Junying Chen*, Feng Jiang*, et al.
ShizhenGPT: Towards Multimodal LLMs for Traditional Chinese Medicine
Junying Chen*, Zhenyang Cai*, et al.
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis
Junying Chen*, Chi Gui*, et al.
On the Compositional Generalization of Multimodal LLMs for Medical Imaging
Zhenyang Cai*, Junying Chen*, Rongsheng Wang*, et al.
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions
Wanlong Liu*, Junying Chen*, et al.
Benchmarking LLMs on Authentic Cases from Medical Journals
Wanlong Liu*, Junying Chen*, Yunjin Yang*, et al.
LLMs Could Autonomously Learn Without External Supervision
Ke Ji*, Junying Chen*, et al.
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation
Junying Chen*, Dongfang Li*, et al.
Preprints
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation
Junying Chen*, Zhenyang Cai*, Pengcheng Chen*, Shunian Chen*, et al.
MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos
Rongsheng Wang*, Junying Chen*, et al.
Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People
Xidong Wang*, Nuo Chen*, Junying Chen*, et al.
SeDR: Segment Representation Learning for Long Documents Dense Retrieval
Junying Chen, Qingcai Chen, et al.
Experience
Tencent Hunyuan, Research Intern Qingyun Program
Jul 2026 – Sep 2026
Foundation Model Department (LLM)
- Scaled up workspaces (agent environments) for working agents.
- Built RL tasks and environments.
- Contributed to Hy4 (working-agent capabilities).
Academic Service
- Area Chair: ACL Rolling Review (ARR, serving ACL, EMNLP, NAACL, etc.).
- Reviewer: ICML, NeurIPS, ICLR, CVPR, etc.
Awards
- National Scholarship for Graduate (~Top 1%)
- National Scholarship for Undergraduate (~Top 0.2%)
- Merit Fellowship for CUHKSZ Ph.D.
