Cheng Deng
Scholar

Cheng Deng

Google Scholar ID: 0VFxZy0AAAAJ
University of Edinburgh
On-device LLMNLPGeoAI
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Citations & Impact
All-time
Citations
497
 
H-index
8
 
i10-index
8
 
Publications
20
 
Co-authors
8
list available
Contact
No contact links provided.
Publications
33 items
Compensating Visual Insufficiency with Stratified Language Guidance for Long-Tail Class Incremental Learning
2026
Cited
0
$π$-StepNFT: Wider Space Needs Finer Steps in Online RL for Flow-based VLAs
2026
Cited
0
Revealing and Enhancing Core Visual Regions: Harnessing Internal Attention Dynamics for Hallucination Mitigation in LVLMs
2026
Cited
0
RooflineBench: A Benchmarking Framework for On-Device LLMs via Roofline Analysis
2026
Cited
0
Hardware Co-Design Scaling Laws via Roofline Modelling for On-Device LLMs
2026
Cited
0
Towards Interpretable Hallucination Analysis and Mitigation in LVLMs via Contrastive Neuron Steering
2026
Cited
0
Past- and Future-Informed KV Cache Policy with Salience Estimation in Autoregressive Video Diffusion
2026
Cited
0
Beyond Global Alignment: Fine-Grained Motion-Language Retrieval via Pyramidal Shapley-Taylor Learning
2026
Cited
0
Resume (English only)
Co-authors
8 total
Fu Luoyi
Fu Luoyi
Shanghai Jiao Tong University
Weinan Zhang
Weinan Zhang
Professor, Shanghai Jiao Tong University
Zhouhan Lin（林洲汉）
Zhouhan Lin（林洲汉）
Shanghai Jiao Tong University; Mila Lab; Facebook AI Research
Jun Wang
Jun Wang
Professor, Computer Science, University College London
Ying Wen
Ying Wen
Associate Professor, Shanghai Jiao Tong University
Junxian He
Junxian He
Hong Kong University of Science and Technology
Co-author 7
Co-author 7
Lei Chen
Lei Chen
Hong Kong University of Science and Technology