CNShanghai Jiao Tong UniversitySchool of Integrated Circuits (Information and Electronic Engineering)
Hongkai Xiong
特聘教授
Works on signal processing, machine learning, representation learning, diffusion generation, graph neural networks and computer vision.
Hongkai Xiong's lab at SJTU works on generative & foundation models, graph learning and image & video generation. 119 papers since 2023, 9 at top venues, mostly TPAMI and TMM. 28 PhD students and 24 master's students. 103 alumni. Applications close .
At a glance
- papers, 2023–2026
- 31/ year
- at T1 venues
- 8%
- PhD students
- 28
- MS students
- 24
- alumni listed
- 103
Papers by yearfrom the lab homepage, 2023–2026
- 25 papers2026 · T1 0 · collecting
- 27 papers2025 · T1 0
- 30 papers2024 · T1 3
- 37 papers2023 · T1 6
T1 venuesOtherVenues: TPAMI, TMM, IJCV, Nature Machine Intelligence, TCSVT
Research focuspaper titles that use each topic's words
- Graph learning37 papers
- Image & video generation30 papers
- diffusion10 papers
- Generative & foundation models8 papers
- representation learning5 papers
Paper list
From the lab homepage.
202625 papers
- European Conference on Computer Vision (ECCV ), Malmö, Sweden, Sep.CORE-V: Chain-Of-thought REasoning for Image Editing with Visual Interaction
- International Conference on Machine Learning (ICML ), Seoul, South Korea, JulyDisease-Centric Vision-Language Pretraining with Hybrid Visual Encoding for 3D Computed Tomography
- IEEE Data Compression Conference (DCC ), Snowbird, Utah, USA, Mar. 24-27Error-Resilient Learned Video Compression With Channel Importance-Aware Redundancy Allocation
- ACM Transactions on Graphics (TOG)Gauge Equivariant Capsule Networks
- International Conference on Learning Representations (ICLR ), Rio de Janeiro, Brazil, Apr.GranViT: A Fine-Grained Vision Model With Autoregressive Perception For MLLMs
- IEEE International Conference on Robotics and Automation (ICRA ), Vienna, Austria, JuneGSUC-VLM: Geometrically-Guided Spatial Understanding Chain of Vision Language Model for Autonomous Driving
- European Conference on Computer Vision (ECCV ), Malmö, Sweden, Sep.H2SVC: Head-aware Heterogeneous Streaming Video Cache for Online Video Understanding
- ACM International Conference on Multimedia (ACM MM ), Rio de Janeiro, Brazil, Nov.HeatOL: Heat Dissipation Inspired Operator Learning for Point Cloud Generation
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Information-Theoretic Optimization for Task-Adapted Compressed Sensing Magnetic Resonance Imaging
- The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS ), Sydney, Atlanta, and Paris, Dec.KVFocus: A Perturbation-Theoretic Token-Risk Score for Selective KV Cache Reuse in RAG
- IEEE Transactions on Signal Processing (TSP)Learnable Geometric Filter Banks for Multiscale Representation of 3-D Shapes
- IEEE Transactions on Signal Processing (TSP)Learned Universal Entropy Coding with Tensor Networks
202527 papers
- ACM International Conference on Multimedia (ACM MM ), Dublin, Ireland, Oct.3DGabSplat: 3D Gabor Splatting for Frequency-adaptive Radiance Field Rendering
- IEEE International Conference on Multimedia and Expo (ICME ), Nantes, France, JulyA Generalizable and Expressive Meta-Diffusion Policy for RTC Bandwidth Prediction
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Contrastive Learning via Variational Information Bottleneck
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), . DOI: 10.1109/TPAMI. .3560297DDM: A Metric for Comparing 3D Shapes Using Directional Distance Fields
- IEEE Journal of Selected Topics in Signal Processing (JSTSP)Deep Equilibrium Model with Weighted Densely-Connected Iteration Differences for Convergent Image Restoration
- Cell Reports MedicineDeep learning for detection and diagnosis of intrathoracic lymphadenopathy from endobronchial ultrasound multimodal videos: a multi-center study
- Thirty- Annual Conference on Neural Information Processing Systems (NeurIPS ), USA, Dec.Diffusion-Driven Progressive Target Manipulation for Source-Free Domain Adaptation
- International Conference on Machine Learning (ICML ) , Vancouver, Canada, July.FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates
- IEEE International Symposium on Circuits and Systems (ISCAS ), London, UK, MayFourier Phase Retrieval with Diffusion Priors Guided by Failure Detection
- IEEE/ACM Transactions on Networking (TON)GDPlan: Generative Network Planning via Graph Diffusion Model
- IEEE Transactions on Signal Processing (TSP)Generalized Quantum State Tomography with Hybrid Denoising Priors
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)Generative Probabilistic Entropy Modeling with Conditional Diffusion for Learned Image Compression
202430 papers
- TPAMI (T1)3-D Point Cloud Attribute Compression with p-Laplacian Embedding Graph Dictionary Learning
- accepted by360Spred: Saliency Prediction for 360-Degree Videos Based on 3D Separable Graph Convolutional Networks
- European Conference on Artificial Intelligence (ECAI ), Santiago de Compostela, Spain, Oct.Adversarially Robust Neural Lyapunov Control
- International Conference on Machine Learning (ICML ) , Vienna, Austria, July.AMPA: Adaptive Mixed Precision Allocation For Low-Bit Integer Training
- International Conference on Learning Representations (ICLR ), Vienna, Austria, May .BarLeRIa: An Efficient Tuning Framework for Referring Image Segmentation
- European Conference on Computer Vision (ECCV ), MiCo Milano, Italy, Oct.Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation
- International Conference on Machine Learning (ICML ) , Vienna, Austria, July.Bootstrap AutoEncoders With Contrastive Paradigm for Self-supervised Gaze Estimation
- European Conference on Computer Vision (ECCV ), MiCo Milano, Italy, Oct.Cascade-Zero123: One Image to Highly Consistent 3D with Self-Prompted Nearby Views
- IEEE International Conference on Image Processing (ICIP ), Abu Dhabi, United Arab Emirates, Oct.DCCM: Dual Data Consistency Guided Consistency Model for Inverse Problems
- European Conference on Computer Vision (ECCV ), MiCo Milano, Italy, Oct.DomainFusion: Generalizing To Unseen Domains with Latent Diffusion Models
- IEEE Data Compression Conference (DCC ), Snowbird, Utah, USA, Mar. 19-22Entropy Relaxed Lattice Vector Quantization for Learned Image Compression
- accepted by IEEE Transactions on Neural Networks and Learning Systems (TNNLS)Federated Learning Based on Model Discrepancy and Variance Reduction
202337 papers
- IEEE International Conference on Multimedia and Expo (ICME ), Brisbane, Australia, JulyActionPrompt: Action-Guided 3D Human Pose Estimation with Text and Pose Prompting
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR ), Vancouver, Canada, JuneAdapting Shortcut with Normalizing Flow: An Efficient Tuning Framework for Visual Recognition
- Thirty- Conference on Neural Information Processing Systems (NeurIPS ), New Orleans, USA, Dec.AiluRus: A Scalable ViT Framework for Dense Prediction
- TSPAnisotropic Spherical Scattering Networks via Directional Spin Wavelet
- IEEE Journal of Biomedical and Health InformaticsAutomatic Representative Frame Selection and Intrathoracic Lymph Node Diagnosis with Endobronchial Ultrasound Elastography Videos
- TPAMI (T1)BNET: Batch Normalization with Enhanced Linear Transformation
- Thirty- Conference on Neural Information Processing Systems (NeurIPS ), New Orleans, USA, Dec.Doubly Robust Augmented Transfer for Meta-Reinforcement Learning
- Nature Machine Intelligence (T1)Dual adaptive training of photonic neural networks
- International Conference on Machine Learning (ICML ) , JulyFedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization
- IEEE Data Compression Conference (DCC ), Snowbird, Utah, USA, Mar. 21-24Fully Integerized End-to-End Learned Image Compression
- IJCV (T1)HiEve: A Large-Scale Benchmark for Human-Centric Video Analysis in Complex Events
- TPAMI (T1)Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks
Where alumni went103 listed
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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