Scholar
Cheng Deng
Google Scholar ID: 0VFxZy0AAAAJ
University of Edinburgh
On-device LLM
NLP
GeoAI
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Citations & Impact
All-time
Citations
497
H-index
8
i10-index
8
Publications
20
Co-authors
8
list available
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Publications
42 items
What Makes an Efficient VLA? Navigating Action-Head Design, Scaling, and Latency
2026
Cited
0
A Survey on Self-Improving Test-Time Intelligence: Feedback-Driven Adapting, Learning, and Scaling at Inference
2026
Cited
0
HAP: Head-Adaptive Visual Token Pruning via Cross-Modal Alignment
2026
Cited
0
Remember Smarter: Visual History Compressor and Hyperbolic Experience Space for Robotic Memory
2026
Cited
0
Rethinking Embodied Navigation via Relational Inductive Bias
2026
Cited
0
Revitalizing the Beginning: Avoiding Storage Dependency for Model Merging in Continual Learning
2026
Cited
0
Hierarchical Dual-Subspace Decoupling for Continual Learning in Vision-Language Models
2026
Cited
0
DIMoE-Adapters: Dynamic Expert Evolution for Continual Learning in Vision-Language Models
2026
Cited
0
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Resume (English only)
Co-authors
8 total
Fu Luoyi
Shanghai Jiao Tong University
Weinan Zhang
Professor, Shanghai Jiao Tong University
Zhouhan Lin（林洲汉）
Shanghai Jiao Tong University; Mila Lab; Facebook AI Research
Jun Wang
Professor, Computer Science, University College London
Ying Wen
Associate Professor, Shanghai Jiao Tong University
Junxian He
Hong Kong University of Science and Technology
Co-author 7
Lei Chen
Hong Kong University of Science and Technology
