Scholar
Weiyu Guo
Google Scholar ID: ES-56HMAAAAJ
The Hong Kong University of Science and Technology
Deep Learning
Biological signal processing,Brain-like computing
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Citations & Impact
All-time
Citations
501
H-index
11
i10-index
12
Publications
20
Co-authors
10
list available
Contact
Email
guoweiyu96@gmail.com
CV
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GitHub
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Publications
20 items
Suppression Sticks, Locality Is Fragile: A Closed-Loop Target-and-Control Audit of Task-Vector Negation in VLA Policies
2026
Cited
0
How Should Vision-Language-Action Models Use Proprioceptive State?
2026
Cited
0
The Geometric Nature and a Free Proxy for Flow-Matching Uncertainty
2026
Cited
0
LabRobFail: A Benchmark for Robotic Failure Analysis in Chemical Self-driving Laboratories
2026
Cited
0
Source-Lifted Flow Matching for Intervenable Multimodal Imitation
2026
Cited
0
Event-VLA: Action-Conditioned Event Fusion for Robust Vision-Language-Action Model
2026
Cited
0
PHASER: Phase-Aware and Semantic Experience Replay for Vision-Language-Action Models
2026
Cited
0
Spatial Memory for Out-of-Vision Manipulation in Vision-Language-Action
2026
Cited
0
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Resume (English only)
Academic Achievements
Published 20+ papers at top AI conferences including ICML, NeurIPS, ECCV, and THMS
Published 10+ papers in top journals such as JNE, TNSRE, and RA-L
Accepted papers in IJCV 2025, NeurIPS 2025 (2 papers), and ICLR 2025
Filed 15 patents, including 2 PCT international patents
Co-authored a book chapter in 'Generalization with Deep Learning' (World Scientific)
Research featured by People’s Daily, China Central Television, and Guangzhou Daily
Founded a company valued at over 70 million RMB
Co-authors
10 total
Dr. Hui Xiong, Fellow of AAAS, AAAI and IEEE
Rutgers University/Baidu/HKUST
Ning Jiang
West China Hospital, Sichuan University
Prof. Dr. Dario Farina
Professor and Chair in Neurorehabilitation Engineering, Dept. Bioengineering, Imperial College
Co-author 4
Jingyong Su
Professor, Harbin Institute of Technology at Shenzhen, China
Co-author 6
Ying Sun
The Hong Kong University of Science and Technology (Guangzhou)
Ziyue Qiao
Assistant Professor, Great Bay University