Scholar
Junlin Han
Google Scholar ID: 5L0Uj_IAAAAJ
Meta AI | University of Oxford
Computer vision
Machine Learning
Artificial Intelligence
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Citations & Impact
All-time
Citations
1,043
H-index
14
i10-index
14
Publications
20
Co-authors
42
list available
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Publications
12 items
Small Vision-Language Models are Smart Compressors for Long Video Understanding
2026
Cited
0
Beyond Language Modeling: An Exploration of Multimodal Pretraining
2026
Cited
0
Reliable and Responsible Foundation Models: A Comprehensive Survey
2026
Cited
0
EgoEdit: Dataset, Real-Time Streaming Model, and Benchmark for Egocentric Video Editing
2025
Cited
0
From Pixels to Feelings: Aligning MLLMs with Human Cognitive Perception of Images
2025
Cited
0
Scaling Sequence-to-Sequence Generative Neural Rendering
2025
Cited
0
Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training
2025
Cited
0
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
2025
Cited
0
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Resume (English only)
Academic Achievements
NeurIPS 2025: 'Hallucination at a Glance' – a new dataset for fine-grained visual reasoning in MLLMs
SIGGRAPH 2025: '3D2EP' – 3D shape decomposition using parametric primitives
ICML 2025: 'Flex3D' – two-stage pipeline for high-quality 3D generation and reconstruction
CVPR 2025: paper on point-cloud segmentation
Best Paper Award in Remote Sensing (2024) for work on low-level vision
3DV 2025: two papers – '3D-GPT' (large-scale 3D scene generation) and 'DreamBeast' (fantastical 3D animal generation)
ECCV 2024: 'VFusion3D' (scalable 3D generative/reconstruction models) and 'Unicorns'
ICCV 2023: 'Hyperbolic Audio-visual Zero-shot Learning'
ECCV 2022: 'Blind Image Decomposition (BID)' – a new low-level vision task
ICML 2022: 'You Only Cut Once (YOCO)' – data augmentation method
Top Reviewer at NeurIPS 2022
Co-organizing the 'Foundation Models in the Wild' workshops at ICLR 2025 and ICML 2024
Co-authors
42 total
Lars Petersson
Senior Principal Research Scientist, Group Leader, Data61/CSIRO
Pengfei Fang
Southeast University | Monash University | Australian National University | Data61/CSIRO
Hongdong Li
Professor of Computer Vision and Machine Learning, ANU, and Amazon IML
Chunyi Sun
Australian National University
Jie Hong
The University of Hong Kong
Huaxiu Yao
Assistant Professor of Computer Science and Data Science, UNC Chapel Hill
Mehrtash Harandi
Department of Electrical and Computer Systems Engineering, Monash University
Weihao Li
Research Fellow, Australian National University
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