I am a senior undergraduate student majoring in Software Engineering at South China Normal University (ranked 17/331, top 5%).

After completing a one-year research internship under the mentorship of Prof. Bingzhi Chen at Beijing Institute of Technology, I joined Shenzhen 1024 Robot Technology Co., Ltd., a robotics unicorn founded by Prof. Zhijian He, as a founding member and core technical lead in November 2025, spearheading a VLN-based intelligent urban rail logistics system.

While my previous research centered on Parameter-Efficient Tuning and Class Incremental Learning, my current research interests are firmly rooted in Embodied AI (VLA & VLN) and Reinforcement Learning. Beyond research, I am also deeply passionate about swimming.

By the way, I am seeking admission to a MPhil/PhD program :)

🔥 News

• 2026.03:  🎉🎉 One paper submitted to IEEE TIP.
• 2025.09:  🎉🎉 One paper submitted to IEEE TMM.
• 2025.08:  🎉🎉 One paper submitted to IEEE TCSVT.
• 2025.07:  🎉🎉 One paper accepted by ACM MM’25!
• 2025.03:  🎉🎉 One paper accepted by ICME’25!

📝 Selected Publications

🚀 More papers are coming soon!

ACM MM'25

PET-GPRA: Rethinking PET with Gradient-Aware Prompting and Router-Free Adapters for Few-shot Class-Incremental Learning

Yishu Liu, Zhiming Chen, Desen Wang, Xiaoling Luo, Bingzhi Chen, Guangming Lu

Project

• Combining gradient-aware prompting with router-free adapters to balance stability–plasticity in FSCIL and achieve state-of-the-art performance.

ICME'25(oral)

Enhancing Few-Shot Class-Incremental Learning via Cross-Modal Bias Alignment

Desen Wang, Zhiming Chen, Xiang Qiu, Yishu Liu, Bingzhi Chen

Project

• Enhancing pre-trained VLM’s adaptation to continual tasks via cross-modal bias alignment.

🎖 Honors and Awards

• 2026 Outstanding Student Scholarship of SCNU
• 2026 Student Innovation Scholarship of SCNU
• 2025 Outstanding Student Scholarship of SCNU
• 2025 Student Innovation Scholarship of SCNU
• 2022–2026 20+ Provincial and National Awards in Multiple Academic Competitions.

📖 Educations

• 2022.09 - 2026.07 (now), Undergraduate Student, South China Normal University.

💻 Internships

• 2025.01 - 2025.12, Visiting Student, Beijing Institute of Technology (BIT), China.
• 2024.06 - 2024.12, Visiting Student, Harbin Institute of Technology (HIT), China.

🏢 Entrepreneurship

• 2025.11 - Present, Founding Member & Core Technical Lead, Shenzhen 1024 Robot Technology Co., Ltd.