Xudong Jiang
Associate Professor
Works on pattern recognition, computer vision, biometrics and image processing, including statistical pattern classification.
Xudong Jiang's lab at NTU works on recognition, detection & segmentation and learning theory & optimization. 119 papers since 2023, 52 at top venues, mostly CVPR and Pattern Recognition.
At a glance
- papers, 2023–2026
- 31/ year
- at T1 venues
- 44%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 38 papers2026 · T1 14 · collecting
- 26 papers2025 · T1 13
- 31 papers2024 · T1 14
- 24 papers2023 · T1 11
T1 venuesOtherVenues: CVPR, Pattern Recognition, TPAMI, AAAI, TIP
Research focuspaper titles that use each topic's words
- Recognition, detection & segmentation35 papers
- Learning theory & optimization22 papers
- classification3 papers
- pattern1 paper
- statistical pattern0 papers
Paper list
From the lab homepage.
202638 papers
- IA Greedy Strategy for Graph Cut (opens in a new tab)
- CVPR (T1)ActivityForensics: A Comprehensive Benchmark for Localizing Manipulated Activity in Videos (opens in a new tab)
- NeurocomputingAdaptive memory refinement and perception enhancement for exo-to-ego video generation (opens in a new tab)
- ICLR (T1)Angle K-Means (opens in a new tab)
- Pattern RecognitionConcave Cut: Analyzing the Role of Concave Functions in Clustering (opens in a new tab)
- ICRA (T1)Consistency-Driven Confidence Estimation for Stereo Matching
- IEEECross-Modality Feature Fusion for Forward-Looking Sonar Image Segmentation in Complex Underwater Environments (opens in a new tab)
- NeurocomputingCurvilinear structure-preserving unpaired cross-domain medical image translation (opens in a new tab)
- Visual IntelligenceEfficient image dehazing with synergic expert modulation (opens in a new tab)
- Machine Intelligence ResearchEvaluating SAM2 for Video Semantic Segmentation (opens in a new tab)
- Information FusionExplainable Visual Question Answering: A Survey on Methods, Datasets and Evaluation (opens in a new tab)
- IEEE Transactions on Radiation and Plasma Medical SciencesFeature Importance Guided Network With Missing Value Learning for Pneumonia Pathogen Classification and Biomarker Discovery (opens in a new tab)
202526 papers
- Pattern RecognitionAdaptive Graph k-Means (opens in a new tab)
- NeurIPS (T1)Advancing Expert Specialization for Better MoE (opens in a new tab)
- TPAMI (T1)Cascaded Dynamic Memory Refinement and Semantic Alignment for Exo-to-Ego Cross-view Video Generation (opens in a new tab)
- ACM MMCEARI: Co-Evolutionary Agents for Reassembling and Inpainting Puzzles with Gaps and Missing Pieces (opens in a new tab)
- AAAI (T1)DARR: A Dual-branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning (opens in a new tab)
- IEEE Int. Conf. Acoustics, Speech, and Signal ProcessingDBCR: Exploiting Both Intra-cluster and Extra-cluster Relations for Compositional Reasoning (opens in a new tab)
- NeurIPS (T1)DSRF: A Dynamic and Scalable Reasoning Framework for Solving RPMs (opens in a new tab)
- AAAI (T1)ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps (opens in a new tab)
- AAAI (T1)EvHDR-GS: Event-guided HDR Video Reconstruction with 3D Gaussian Splatting (opens in a new tab)
- CVPR (T1)Exploiting Temporal State Space Sharing for Video Semantic Segmentation (opens in a new tab)
- IEEE Transactions on Power DeliveryFeature-Aligned and Class-Aware Incremental Learning for Online Partial Discharge Monitoring (opens in a new tab)
- IEEE Int. ConfGCA-SUNet: A Gated Context-Aware Swin-UNet for Exemplar-Free Counting (opens in a new tab)
202431 papers
- Pattern RecognitionA coarse-to-fine pattern parser for mitigating the issue of drastic imbalance in pixel distribution (opens in a new tab)
- Pattern RecognitionA Max-Relevance-Min-Divergence criterion for data discretization with applications on naive Bayes (opens in a new tab)
- KDD (T1)Class-incremental Learning for Time Series: Benchmark and Evaluation (opens in a new tab)
- ECCV (T1)Connecting Consistency Distillation to Score Distillation for Text-to-3D Generation (opens in a new tab)
- Int. Joint Conf. Neural NetworksContinual Learning for Robust Gate Detection under Dynamic Lighting in Autonomous Drone Racing (opens in a new tab)
- IEEE Int. Conf. Acoustics, Speech, and Signal ProcessingDiscriminant Pixel-difference Vector Hashing of Spatial-temporal Local Binary Patterns for Dynamic Texture Recognition (opens in a new tab)
- AAAI (T1)DocMSU: A Comprehensive Benchmark for Document-level Multimodal Sarcasm Understanding (opens in a new tab)
- TNNLS (T1)EAD-GAN: A Generative Adversarial Network for Disentangling Affine Transforms in Images (opens in a new tab)
- IEEE Transactions on Instrumentation and MeasurementEdge-computing based Knowledge Distillation and Multi-task Learning for Partial Discharge Recognition (opens in a new tab)
- ACM MMEvent-ID: Intrinsic Decomposition Using an Event Camera (opens in a new tab)
- IEEE Int. Symp. Circuits & SystemsGeneralized Few-Shot 3D Point Cloud Segmentation (opens in a new tab)
- ACM MMHierarchical Perceptual and Predictive Analogy-Inference Network for Abstract Visual Reasoning (opens in a new tab)
202324 papers
- IEEE Journal of Biomedical and Health InformaticsChromosome Detection in Metaphase Cell Images Using Morphological Priors (opens in a new tab)
- IEEE Int. Conf. Acoustics, Speech, and Signal ProcessingClass-Incremental Learning on Multivariate Time Series via Shape-Aligned Temporal Distillation (opens in a new tab)
- CVPR (T1)DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering (opens in a new tab)
- Int. Conf. Industrial Engineering and ApplicationsDeep Reinforcement Learning based Crowd Navigation via Feature Aggregation from Graph Convolutional Networks (opens in a new tab)
- IEEE Int. Conf. Acoustics, Speech, and Signal ProcessingDual-Stream Siamese Vision Transformer with Mutual Attention for Radar Gait Verification (opens in a new tab)
- IEEE Int. Conf. Acoustics, Speech, and Signal ProcessingFace Recognition on Point Cloud with CGAN-Top for Denoising (opens in a new tab)
- TPAMI (T1)Fast-SNN: Fast Spiking Neural Network by Converting Quantized ANN (opens in a new tab)
- IEEE Signal Processing LettersGAN-in-GAN for Monaural Speech Enhancement (opens in a new tab)
- CVPR (T1)GRES: Generalized Referring Expression Segmentation (opens in a new tab)
- AAAI (T1)Hierarchical ConViT with Attention-based Relational Reasoner for Visual Analogical Reasoning (opens in a new tab)
- Bioengineering & Translational MedicineImage‐based real‐time feedback control of magnetic digital microfluidics by artificial intelligence‐empowered rapid object detector for automated in vitro diagnostics (opens in a new tab)
- IEEEInstance-Specific Feature Propagation for Referring Segmentation (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to NTUFall 2027
Not announced yet
Computing and Data Science PhD
- Round
- Main
- Opens
- —
- GRE
- not required
- English
- TOEFL/IELTS
- Fee
- See program page
Not yet confirmed for this intake.
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