CNShanghai Jiao Tong UniversitySchool of Integrated Circuits (Information and Electronic Engineering)
Ziyang Zheng
助理教授
Works on multimedia signal processing, deep generative models and physics-informed neural networks.
Ziyang Zheng's lab at SJTU works on generative & foundation models, signal processing & information theory and speech enhancement & signal processing. 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
- Generative & foundation models8 papers
- Signal processing & information theory5 papers
- Speech enhancement & signal processing1 paper
- physics-informed0 papers
- multimedia signal0 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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