Scholar
Jinming Liu
Google Scholar ID: B1voMaoAAAAJ
Shanghai Jiao Tong Univeristy
VLM
LLM
Computer Vision
Image/Video Compression
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
927
H-index
10
i10-index
10
Publications
20
Co-authors
11
list available
Contact
Email
jmliu206@sjtu.edu.cn
GitHub
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Publications
7 items
Beyond Attention Magnitude: Leveraging Inter-layer Rank Consistency for Efficient Vision-Language-Action Models
2026
Cited
0
Compression Tells Intelligence: Visual Coding, Visual Token Technology, and the Unification
2026
Cited
0
Speak While Watching: Unleashing TRUE Real-Time Video Understanding Capability of Multimodal Large Language Models
arXiv.org · 2026
Cited
0
Diff-ICMH: Harmonizing Machine and Human Vision in Image Compression with Generative Prior
2025
Cited
0
When MLLMs Meet Compression Distortion: A Coding Paradigm Tailored to MLLMs
2025
Cited
0
Revisiting MLLM Token Technology through the Lens of Classical Visual Coding
2025
Cited
0
Closed-Loop Unsupervised Representation Disentanglement with β-VAE Distillation and Diffusion Probabilistic Feedback
European Conference on Computer Vision · 2024
Cited
9
Resume (English only)
Academic Achievements
CVPR 2023: “Learned Image Compression based on Mixed Transformer-CNN Architectures”, Highlight (Top 10% of accepted papers, 2.6% of submissions)
ECCV 2024: “Rate-Distortion-Cognition Controllable Single Versatile Neural Image Compression”
ICASSP 2023: “Multistage Spatial Context Models for Learned Image Compression”
VCIP 2023: “Composable Image Coding for Machine via Task-oriented Internal Adaptor and External Prior”, Oral presentation
PCS 2022: “Semantic Segmentation in Learned Compressed Domain”, Best Paper Finalist
ICPR 2022: “Improving Multiple Machine Vision Tasks in the Compressed Domain”
Multiple papers under review on topics such as semantics disentanglement for machine-oriented codecs and LMM-guided image coding
Invited reviewer for IEEE TCSVT, TIP, ECCV, ICCV, ACM MM, etc.
Co-authors
11 total
Heming Sun
Associate Professor, Faculty of Engineering, Yokohama National University
Xin Jin
Assistant Professor - Eastern Institute of Technology, Ningbo, China << NUS << USTC
Jiro Katto
Professor of Computer Science and Communications Engineering, Waseda University
Wenjun (Kevin) Zeng, Ph.D., IEEE Fellow, Fellow of CAE
Vice President - Research, Eastern Institute of Technology, Ningbo
Ruoyu Feng
University of Science and Technology of China
Zhibo Chen
Professor@University of Science and Technology of China
Tao Yu
LimX Dynamics << Tencent
Bohan Li
Shanghai Jiao Tong University
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