💼 About Me

I received my B.S. from Zhejiang A&F University , where I actively participated in ACM competitions and advanced to the 2020 EC-Final. Currently, I am a graduate student (2023.09-2026.03) at Zhejiang University, advised by Jingyuan Chen. My research focuses on visual generation and multimodal understanding, with on Google Scholar.

Building on my internship experience with RL-based GUI agents, my current research centers on Multimodal Agents within digital environments, spanning web browsers, OS interfaces (PC/Mobile), and gaming scenarios. I am particularly driven by three core challenges in this field:

Adaptive Reasoning: Developing mechanisms to adaptively trigger thinking mode to minimize redundant computation and enhance efficiency.
Long-Horizon Memory: Enabling agents to efficiently store and retrieve action experiences during extended interactions.
Real-Time Responsiveness: Designing low-latency architectures for high-frequency interaction scenarios, such as video games.

I am open to collaborations in multimodal understanding and reinforcement learning. If you are recruiting researchers or algorithm engineers, please feel free to contact me at dqyzhwk@gmail.com.

📝 Publications

ACM-MM 2025 Show and polish: reference-guided identity preservation in face video restoration. Wenkang Han, Wang Lin, Jingyuan Chen, et al.
ECML-PKDD 2025 Revisiting applicable and comprehensive knowledge tracing in large-scale data. Yiyun Zhou, Wenkang Han, Jingyuan Chen.
IJCAI 2025 Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer. Wenkang Han, Wang Lin, Jingyuan Chen, et al.
CVPR 2025 Towards transformer-based aligned generation with self-coherence guidance. Shulei Wang, Wang Lin, Hai Huang, Hanting Wang, Sihang Cai, WenKang Han, Zhou Zhao, et al.
NeurIPS 2024 $E^3$: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset. Wang Lin, Wenkang Han, Yueying Feng, Jingyuan Chen, et al.
ACL 2024 Mpcoder: Multi-user personalized code generator with explicit and implicit style representation learning. Zhenlong Dai, Chang Yao, WenKang Han, Jingyuan Chen, et al.

🏅 Honors and Awards

2025.10 National Scholarship (master) (Top 3%).
2021.4 The 2020 ICPC Asia-East Continent Final (EC-Final) Contest, 🥉Bronze Medal.
2021.4 The 2020 ICPC Asia Kunming Regional Contest, 🥈Sliver Medal.
2020.11 The 2020 ICPC Asia Nanjing Regional Contest, 🥉Bronze Medal.

👨‍🏫 Academic Service

Conference Reviewer

AAAI 2026, ICLR2026

Journal Reviewer

TOIS 2026

📖 Educations

2023.09 - 2026.03, Zhejiang University, Hangzhou.
2018.09 - 2022.06, Zhejiang A&F University, Hangzhou.

👨‍💻 Internships