Bin Sheng
Distinguished Professor
Works on virtual reality, computer graphics and intelligent medicine, including fundus image AI.
Bin Sheng's lab at SJTU works on medical imaging & healthcare AI, rendering & appearance and VR, AR & immersive media. 97 papers since 2023, 10 at top venues, mostly TPAMI and AAAI. Applications close .
At a glance
- papers, 2023–2026
- 25/ year
- at T1 venues
- 10%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 22 papers2026 · T1 2 · collecting
- 24 papers2025 · T1 1
- 33 papers2024 · T1 5
- 18 papers2023 · T1 2
T1 venuesOtherVenues: TPAMI, AAAI, MICCAI, Neural Networks, npj Digit. Medicine
Research focuspaper titles that use each topic's words
- Medical imaging & healthcare AI6 papers
- Rendering & appearance4 papers
- VR, AR & immersive media2 papers
- virtual reality2 papers
- reality2 papers
Paper list
From DBLP.
202622 papers
- Vis. Comput.A review of multimodal physiological signal-based intelligent analysis for obstructive sleep apnea-hypopnea syndrome: task taxonomy, methodological evolution, and challenges in clinical translation (opens in a new tab)
- Neural NetworksAutorep: Automatic network search with structured reparameterized based linear operation expansion and gradient proxy guided reduction (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Boosting Video Object Segmentation With Discriminative Core Features and Adaptive Position Refinement (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.Contrastive Decoupling: Dynamic Regularization for Enhanced Fine-Grained Image Classification (opens in a new tab)
- Pattern RecognitionDANIM: Domain adaptation network with intermediate domain masking for night-time scene parsing (opens in a new tab)
- TPAMI (T1)Dataset Distillation via a Noise-Unconstrained Generative Model (opens in a new tab)
- Biomed. Signal Process. Control.DB-HDFFN: Dual Branch Hierarchical Dynamic Feature Fusion Network for medical image classification (opens in a new tab)
- Artif. Intell. Rev.Deep learning techniques for otologic imaging: a systematic review of segmentation methods (opens in a new tab)
- IEEE Trans. Intell. Transp. Syst.DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification (opens in a new tab)
- IEEE Trans. Multim.Fine-Grained Lexical-Centric Semantic Network for Coherent Video Paragraph Captioning (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.HPRNet: Human Parsing Reconstruction With Non-Local Multi-Scale Perception Network for Cloth-Changing Person Re-Identification (opens in a new tab)
- IEEE Trans. Circuits Syst. Video Technol.LODNeuS: A Flexible Lightweight Neural Implicit Surface Representation With Unconstrained Viewpoint Rendering (opens in a new tab)
202524 papers
- ACM Trans. Multim. Comput. Commun. Appl.A Lightweight Depthwise Separable ConvNet with Frequency-domain Enhancement for Retinal Vessel Segmentation (opens in a new tab)
- IEEE Trans. Multim.Adaptive Clustering and Weighted Regularization Contrastive Learning Framework for Unsupervised Person Re-Identification (opens in a new tab)
- ACM Trans. Multim. Comput. Commun. Appl.CCM-Net: Contrastive and Consistent Multi-Task Network for Artifact Segmentation and Quality Classification of OCTA Images (opens in a new tab)
- Vis. Comput.Deep contour attention learning for scleral deformation from OCT images (opens in a new tab)
- Vis. Comput.Dost: a dual optimization method for text-guided face images style transfer (opens in a new tab)
- Vis. Comput.DSTS-GF: a dual-stream temporal-spatial transformer with gated fusion for the classification of Obstructive Sleep Apnea (opens in a new tab)
- Vis. Comput.EGDNet: an efficient glomerular detection network for multiple anomalous pathological feature in glomerulonephritis (opens in a new tab)
- Vis. Comput.GAMNet: a gated attention mechanism network for grading myopic traction maculopathy in OCT images (opens in a new tab)
- Neural NetworksGradient amplification for gradient matching based dataset distillation (opens in a new tab)
- Vis. Comput.HRDC challenge: a public benchmark for hypertension and hypertensive retinopathy classification from fundus images (opens in a new tab)
- IEEE Trans. Multim.Identity and Modality Attributes Driven Multimodal Fusion Networks for Emotion Recognition in Conversations (opens in a new tab)
- IEEE J. Biomed. Health InformaticsMHFNet: A Multimodal Hybrid-Embedding Fusion Network for Automatic Sleep Staging (opens in a new tab)
202433 papers
- MICCAI (T1)3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks (opens in a new tab)
- npj Digit. MedicineA deep learning system for myopia onset prediction and intervention effectiveness evaluation in children (opens in a new tab)
- J. Comput. Sci. Technol.A Transfer Function Design for Medical Volume Data Using a Knowledge Database Based on Deep Image and Primitive Intensity Profile Features Retrieval (opens in a new tab)
- ACM Trans. Multim. Comput. Commun. Appl.Action-aware Linguistic Skeleton Optimization Network for Non-autoregressive Video Captioning (opens in a new tab)
- Neural Comput. Appl.AGG: attention-based gated convolutional GAN with prior guidance for image inpainting (opens in a new tab)
- Vis. Comput.AI-enhanced digital technologies for myopia management: advancements, challenges, and future prospects (opens in a new tab)
- Vis. Comput.Attention-based multi-scale feature fusion network for myopia grading using optical coherence tomography images (opens in a new tab)
- IEEE Trans. Syst. Man Cybern. Syst.Clustering Environment Aware Learning for Active Domain Adaptation (opens in a new tab)
- ICASSP (T1)Context-Aware Transformer for Single Image Rain Streaks Removal (opens in a new tab)
- Neural Comput. Appl.Correction: AGG: attention-based gated convolutional GAN with prior guidance for image inpainting (opens in a new tab)
- J. Heal. Informatics Res.DDE: Deep Dynamic Epidemiological Modeling for Infectious Illness Development Forecasting in Multi-level Geographic Entities (opens in a new tab)
- Vis. Comput.Deep choroid layer segmentation using hybrid features extraction from OCT images (opens in a new tab)
202318 papers
- DisplaysA transfer function optimization using visual saliency for region of interest-based direct volume rendering (opens in a new tab)
- AAAI (T1)AsT: An Asymmetric-Sensitive Transformer for Osteonecrosis of the Femoral Head Detection (Student Abstract) (opens in a new tab)
- IEEE Trans. Neural Networks Learn. Syst.BaGFN: Broad Attentive Graph Fusion Network for High-Order Feature Interactions (opens in a new tab)
- IEEE Trans. Multim.EAPT: Efficient Attention Pyramid Transformer for Image Processing (opens in a new tab)
- Comput. Animat. Virtual WorldsEditorial (opens in a new tab)
- IEEE Trans. Multim.FFFN: Frame-By-Frame Feedback Fusion Network for Video Super-Resolution (opens in a new tab)
- IEEE Trans. Neural Networks Learn. Syst.FSAD-Net: Feedback Spatial Attention Dehazing Network (opens in a new tab)
- Eng. Appl. Artif. Intell.Global-and-local aware network for low-light image enhancement (opens in a new tab)
- Vis. Comput.GuideRender: large-scale scene navigation based on multi-modal view frustum movement prediction (opens in a new tab)
- CGIMagicMirror: A 3-D Real-Time Virtual Try-On System Through Cloth Simulation (opens in a new tab)
- TPAMI (T1)MNGNAS: Distilling Adaptive Combination of Multiple Searched Networks for One-Shot Neural Architecture Search (opens in a new tab)
- IEEE Trans. Multim.PhotoHelper: Portrait Photographing Guidance Via Deep Feature Retrieval and Fusion (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
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- GRE
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- English
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- Fee
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Not yet confirmed for this intake.
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