Scholar
Dahua Lin
Google Scholar ID: GMzzRRUAAAAJ
The Chinese University of Hong Kong
computer vision
machine learning
probabilistic inference
bayesian nonparametrics
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Citations & Impact
All-time
Citations
65,604
H-index
111
i10-index
305
Publications
20
Co-authors
48
list available
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Publications
128 items
SGMD: Score Gradient Matching Distillation for Few-Step Video Diffusion Distillation
2026
Cited
0
From Pixels to Words -- Towards Native One-Vision Models at Scale
2026
Cited
0
ETCHR: Editing To Clarify and Harness Reasoning
2026
Cited
0
NanoCP: Request-Level Dynamic Context Parallelism for Data-Expert Parallel Decoding
2026
Cited
0
What and When to Distill: Selective Hindsight Distillation for Multi-Turn Agents
2026
Cited
0
Beyond Mode Collapse: Distribution Matching for Diverse Reasoning
2026
Cited
0
WildClawBench: A Benchmark for Real-World, Long-Horizon Agent Evaluation
2026
Cited
0
ResiHP: Taming LLM Training Failures with Dynamic Hybrid
2026
Cited
0
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Resume (English only)
Academic Achievements
Published over 120 papers in top-tier venues including CVPR, ICCV, ECCV, ICML, NeurIPS, and T-PAMI
Best Student Paper Award at NIPS (now NeurIPS) 2010 for novel construction of Bayesian nonparametric models
Outstanding Reviewer Awards at ICCV 2009 and ICCV 2011
Supervised CUHK teams to win multiple awards in ImageNet 2016, ActivityNet 2016 & 2017, COCO 2018 & 2019
Serves on the editorial board of the International Journal of Computer Vision (IJCV)
Area chair for major conferences including ECCV 2018, ACM Multimedia 2018, BMVC 2018/2019, CVPR 2019/2021, AAAI 2020
Co-authors
48 total
Kai Chen
Shanghai AI Laboratory
Jiaqi Wang
Shanghai AI Laboratory
Ziwei Liu
Associate Professor, Nanyang Technological University
Bo Dai
The University of Hong Kong
Chen Change Loy
President's Chair Professor, MMLab@NTU, S-Lab, Nanyang Technological University
Yuanjun Xiong
Adobe Firefly
Xiaoou Tang
The Chinese University of Hong Kong
Yu Qiao
Professor of Shanghai AI Laboratory; Shenzhen Institutes of Advanced Technology, CAS
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