Hi, I’m Bing Hu. I’m currently a second-year Master’s student at the School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), supervised by Prof. Rui Shao. I received my B.Eng. in Computer Science and Technology from Harbin Institute of Technology (Shenzhen) in 2024, advised by Prof. Jie Wen. My research interests include multimodal large language models, reinforcement learning, and embodied AI.

I am currently looking for Ph.D. opportunities in Embodied AI, particularly at the intersection of multimodal foundation models and reinforcement learning.

🔥 News

• 2026.05:  🎉🎉 Our work on Vision-Language-Action model, BehaviorVLA, has been accepted to ICML 2026 as an Oral (Top 0.7%)!
• 2026.02:  🎉🎉 Our work on Vision-Language-Action model, OptimusVLA, has been accepted to CVPR 2026!
• 2025.02:  🎉🎉 Our work on Video-MLLM, LION-FS, has been accepted to CVPR 2025!
• 2023.12:  🎉🎉 Our work on Multi-view Learning, DVIMC, has been accepted to AAAI 2024!

📝 Publications

(* denotes corresponding author)

ICML 2026

From Abstraction to Instantiation: Learning Behavioral Representation for Vision-Language-Action Model

Bing Hu, Zaijing Li, Rui Shao*, Junda Chen, April Hua Liu, Wei-Shi Zheng, Liqiang Nie

ICML 2026 Oral / Paper / Project page

CVPR 2026

Global Prior Meets Local Consistency: Dual-Memory Augmented Vision-Language-Action Model for Efficient Robotic Manipulation

Zaijing Li, Bing Hu, Rui Shao*, Gongwei Chen, Dongmei Jiang*, Pengwei Xie, Jianye Hao, Liqiang Nie

CVPR 2026 / Paper / Project page

CVPR 2025

LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant

Wei Li, Bing Hu, Rui Shao*, Leyang Shen, Liqiang Nie

CVPR 2025 / Paper / Code

AAAI 2024

Deep Variational Incomplete Multi-View Clustering: Exploring Shared Clustering Structures

Gehui Xu, Jie Wen*, Chengliang Liu, Bing Hu, Yicheng Liu, Lunke Fei, Wei Wang

AAAI 2024 / Paper

🎖 Honors and Awards

• 2025.09 “Master’s Academic Special Grade Scholarship”, Harbin Institute of Technology
• 2024.09 “Master’s Academic First-class Scholarship”, Harbin Institute of Technology
• 2024.05 “Outstanding Graduate”, Harbin Institute of Technology
• 2024.03 “Huawei Intelligent Base Scholarship”, Huawei
• 2023.10 “Bachelor’s Academic First-class Scholarship”, Harbin Institute of Technology
• 2023.05 “Meritorious Winner in the Mathematical Contest in Modeling/Interdisciplinary Contest in Modeling (MCM/ICM)”, America
• 2022.11 “Bachelor’s Academic Second-class Scholarship”, Harbin Institute of Technology
• 2022.10 “First Prize in the China Undergraduate Mathematical Contest in Modeling”, Guangdong Province
• 2021.11 “Bachelor’s Academic Third-class Scholarship”, Harbin Institute of Technology

📖 Educations

• 2024.09 - now, Master in Electronic Information Engineering (Computer Technology), Harbin Institute of Technology (Shenzhen).
• 2020.09 - 2024.06, B.Eng. in Computer Science and Technology, Harbin Institute of Technology (Shenzhen).