Weisi Lin
Professor
Works on perception-inspired signal modeling, visual quality assessment, video compression and multimedia analysis.
Weisi Lin's lab at NTU works on video understanding, robot perception & SLAM and efficient training & inference. 61 papers since 2023, 26 at top venues, mostly CVPR and ICCV. 37 alumni.
At a glance
- papers, 2023–2026
- 16/ year
- at T1 venues
- 43%
- PhD students
- 0
- MS students
- 0
- alumni listed
- 37
Papers by yearfrom the lab homepage, 2023–2026
- 14 papers2026 · T1 6 · collecting
- 12 papers2025 · T1 7
- 15 papers2024 · T1 8
- 20 papers2023 · T1 5
T1 venuesOtherVenues: CVPR, ICCV, TIP, AAAI, NeurIPS
Research focuspaper titles that use each topic's words
- Efficient training & inference8 papers
- Video understanding7 papers
- Robot perception & SLAM0 papers
- visual quality0 papers
- video compression0 papers
Paper list
From the lab homepage.
202614 papers
- IEEE Trans. Circuits Syst. Video Technol. 36(1): 566-578Customizable ROI-Based Deep Image Compression
- IEEE Trans. Image Process. 35: 5758-5772Decouple-Then-Synergize: A Self-Paced Collaborative Learning Network for RGB-T Snowy Urban Scene Parsing
- IEEE Trans. Multim. 28Denoised Semantic Features for Local Consistent No-Reference Image Quality Assessment
- ICLR (T1)Image Quality Assessment for Embodied AI
- Int. J. Comput. Vis. 134(1): 4InvJND: Just Noticeable Difference Estimation via Deep Invertible Network
- ICML (T1)Just Noticeable Difference Modeling for Deep Visual Features
- IEEE Trans. Image Process. 35: 4613-4628LB-PTQ: Effective Low-Bit Post-Training Quantization for Vision Transformers
- ECCV (T1)LongVQUBench: Benchmarking Long-Term Video Quality Understanding of Vision-Language Models
- AAAI (T1)Nighttime Flare Removal via Wavelet-Guided and Gated-Enhanced Spatial-Frequency Fusion Network
- TMMPrompt-Image-Caption Consistency for AI-Generated Image Quality Assessment
- CVPR (T1)QD-PCQA: Quality-Aware Domain Adaptation for Point Cloud Quality Assessment
- CVPR (T1)R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment
202512 papers
- TIP (T1)Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation
- NeurIPS (T1)BADiff: Bandwidth Adaptive Diffusion Model
- TIP (T1)Blind Image Quality Assessment by Gaussian Mixture Distribution
- IEEE Trans. on Image Processing, 33:4998 - 5013Blind Video Quality Prediction by Uncovering Human Video Perceptual Representation
- ACM MMDT-UFC: Universal Large Model Feature Coding via Peaky-to-Balanced Distribution Transformation
- TPAMI (T1)Efficient Distortion-minimized Layerwise Pruning
- ICCV (T1)Feature Coding in the Era of Large Models: Dataset, Test Conditions, and Benchmark
- NeurIPS (T1)Learning Grouped Lattice Vector Quantizers for Low-Bit LLM Compression
- IEEE Trans on Pattern Analysis and Machine Intelligence, 47(2): 1205 - 1218Multi-modality Multi-attribute Contrastive Pre-training for Image Aesthetics Computing
- IEEE Trans. on Medical Imaging, 44(2):841-854. .Subjective and Objective Quality Assessment of Colonoscopy Videos
- IEEE Trans. on Image Processing, 34: 3070-3085, .Towards Transparent Deep Image Aesthetics Assessment with Tag-based Content Descriptors
- ICCV (T1)Unveiling the Invisible: Reasoning Complex Occlusions Amodally with AURA
202415 papers
- NeurIPS (T1)Adaptive Image Quality Assessment via Teaching Large Multimodal Models to Compare
- CVPR (T1)Boosting Image Quality Assessment through Efficient Transformer Adaptation with Local Feature Enhancement
- Remote SensingCoastalWQL: An open-source tool for drone-based mapping of coastal water quality using push broom hyperspectral imagery
- AAAI (T1)Fine Structure-Aware Sampling: A New Sampling Training Scheme for Pixel-Aligned Implicit Models in Single-View Human Reconstruction
- AAAI (T1)Iterative Token Evaluation and Refinement for Real-World Super-Resolution
- IEEE Trans. on Image Processing,34: 335 - 349, .MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model
- IEEE Trans. on Multimedia, 26Multi-level Transitional Contrast Learning for Personalized Image Aesthetics Assessment
- CVPR (T1)PeVL: Pose-Enhanced Vision-Language Model for Fine-Grained Human Action Recognition
- WACVPGVT: Pose-Guided Video Transformer for Fine-Grained Action Recognition
- ICML (T1)Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
- ICLR spotlight.Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision
- CVPR (T1)Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models
202320 papers
- IEEE Transactions on Cybernetics, 53(1): 526 - 538, .Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing Images
- IEEE Trans. on Circuits and Systems for Video Technology, 33(8): 3786-3798, .AFD-former: A Hybrid Transformer with Asymmetric Flow Division for Synthesized View Quality Enhancement
- Information Fusion, 98:101832, .Collaborative Structure and Feature Learning for Multi-View Clustering
- Information SciencesComplementary Networks for Person Re-Identification
- ICCV (T1)Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks
- ICMEExplore Opinion-Unaware Video Quality Assessment with Semantic Affinity Criterion
- ICCV (T1)Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives
- CVPR (T1)GCFAgg: Global and Cross-view Feature Aggregation for Multi-view Clustering
- ICMEInter-Intra Camera Identity Learning for Person Re-Identification with Training in Single Camera
- TIP (T1)KSS-ICP: Point Cloud Registration based on Kendall Shape Space
- TGRSLightweight Salient Object Detection in Optical Remote Sensing Images via Semantic Matching and Edge Alignment
- IEEE Trans. on Circuits and Systems for Video Technology, 33(3): 1069-1081, Would it be wonderful if our photos look good to friends in social media, and at the same time, human privacy is preserved in various machine tasks? This is a case with both humans and machines as users: make the change to exceed MI-JND but keep it within HVS-JND (if not possible, minimize the change beyond HVS-JND).Minimum Noticeable Difference based Adversarial Privacy Preserving Image Generation
Where alumni went37 listed
Apply to NTUFall 2027
Not announced yet
Computing and Data Science PhD
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- Main
- Opens
- —
- GRE
- not required
- English
- TOEFL/IELTS
- Fee
- See program page
Not yet confirmed for this intake.
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