2025
CoLa: Chinese Character Decomposition with Compositional Latent Components.
CoRR, June, 2025
CReFT-CAD: Boosting Orthographic Projection Reasoning for CAD via Reinforcement Fine-Tuning.
CoRR, June, 2025
Zero-Shot Chinese Character Recognition with Hierarchical Multi-Granularity Image-Text Aligning.
CoRR, May, 2025
Distribution aligned semantics adaption for lifelong person re-identification.
Mach. Learn., March, 2025
Synthesizing efficient data with diffusion models for person re-identification pre-training.
Mach. Learn., March, 2025
PHT-CAD: Efficient CAD Parametric Primitive Analysis with Progressive Hierarchical Tuning.
CoRR, March, 2025
UMIT: Unifying Medical Imaging Tasks via Vision-Language Models.
CoRR, March, 2025
ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models.
CoRR, February, 2025
Learning global object-centric representations via disentangled slot attention.
Mach. Learn., January, 2025
Global Semantic-Guided Sub-image Feature Weight Allocation in High-Resolution Large Vision-Language Models.
CoRR, January, 2025
Instruction-Guided Fusion of Multi-Layer Visual Features in Large Vision-Language Models.
CoRR, January, 2025
Content and Salient Semantics Collaboration for Cloth-Changing Person Re-Identification.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025
Foundation Model Driven Appearance Extraction for Robust Multiple Object Tracking.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Chinese character recognition with radical-structured stroke trees.
Mach. Learn., June, 2024
Style spectroscope: improve interpretability and controllability through Fourier analysis.
Mach. Learn., June, 2024
Compositional scene modeling with global object-centric representations.
Mach. Learn., June, 2024
MPSketch: Message Passing Networks via Randomized Hashing for Efficient Attributed Network Embedding.
IEEE Trans. Cybern., May, 2024
Unsupervised Object-Centric Learning From Multiple Unspecified Viewpoints.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification.
IEEE Trans. Inf. Forensics Secur., 2024
When Large Vision-Language Models Meet Person Re-Identification.
CoRR, 2024
Unleashing the Potential of Tracklets for Unsupervised Video Person Re-Identification.
CoRR, 2024
Image-Text-Image Knowledge Transferring for Lifelong Person Re-Identification with Hybrid Clothing States.
CoRR, 2024
Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
FedDEO: Description-Enhanced One-Shot Federated Learning with Diffusion Models.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and Selection.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
EAFormer: Scene Text Segmentation with Edge-Aware Transformers.
Proceedings of the Computer Vision - ECCV 2024, 2024
FedRA: A Random Allocation Strategy for Federated Tuning to Unleash the Power of Heterogeneous Clients.
Proceedings of the Computer Vision - ECCV 2024, 2024
Exploring One-Shot Semi-supervised Federated Learning with Pre-trained Diffusion Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Compositional Scene Representation Learning via Reconstruction: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023
One-shot Federated Learning without server-side training.
Neural Networks, July, 2023
Location-Guided LiDAR-Based Panoptic Segmentation for Autonomous Driving.
IEEE Trans. Intell. Veh., February, 2023
Dynamic customer segmentation via hierarchical fragmentation-coagulation processes.
Mach. Learn., January, 2023
Hawkes Processes With Stochastic Exogenous Effects for Continuous-Time Interaction Modelling.
IEEE Trans. Pattern Anal. Mach. Intell., 2023
One-Shot Federated Learning with Classifier-Guided Diffusion Models.
CoRR, 2023
Rethinking Person Re-identification from a Projection-on-Prototypes Perspective.
CoRR, 2023
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification.
CoRR, 2023
Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems.
CoRR, 2023
OCTScenes: A Versatile Real-World Dataset of Tabletop Scenes for Object-Centric Learning.
CoRR, 2023
Privacy-Preserving Collaborative Chinese Text Recognition with Federated Learning.
CoRR, 2023
Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model.
CoRR, 2023
Uncertainty-aware U-Net for Medical Landmark Detection.
CoRR, 2023
Time-Conditioned Generative Modeling of Object-Centric Representations for Video Decomposition and Prediction.
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Weakly-Supervised Text Instance Segmentation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Scene Text Segmentation with Text-Focused Transformers.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
DeNoising-MOT: Towards Multiple Object Tracking with Severe Occlusions.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Towards Accurate Video Text Spotting with Text-wise Semantic Reasoning.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Orientation-Independent Chinese Text Recognition in Scene Images.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
TextFormer: Component-aware Text Segmentation with Transformer.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Cross-domain Federated Object Detection.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Compositional Law Parsing with Latent Random Functions.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
A Review for Weighted MinHash Algorithms (Extended abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
A Review for Weighted MinHash Algorithms.
IEEE Trans. Knowl. Data Eng., 2022
Smoothing graphons for modelling exchangeable relational data.
Mach. Learn., 2022
Cross-domain Federated Adaptive Prompt Tuning for CLIP.
CoRR, 2022
Domain Discrepancy Aware Distillation for Model Aggregation in Federated Learning.
CoRR, 2022
Locality Sensitive Hashing for Structured Data: A Survey.
CoRR, 2022
Chinese Character Recognition with Augmented Character Profile Matching.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Unsupervised Learning of Compositional Scene Representations from Multiple Unspecified Viewpoints.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Text Gestalt: Stroke-Aware Scene Text Image Super-resolution.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study.
CoRR, 2021
MT-TransUNet: Mediating Multi-Task Tokens in Transformers for Skin Lesion Segmentation and Classification.
CoRR, 2021
A Generic Object Re-identification System for Short Videos.
CoRR, 2021
Hashing-Accelerated Graph Neural Networks for Link Prediction.
Proceedings of the WWW '21: The Web Conference 2021, 2021
Decoupling Sparsity and Smoothness in Dirichlet Belief Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Continuous-time edge modelling using non-parametric point processes.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Bayesian Nonparametric Space Partitions: A Survey.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Zero-Shot Chinese Character Recognition with Stroke-Level Decomposition.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Poisson-Randomised DirBN: Large Mutation is Needed in Dirichlet Belief Networks.
Proceedings of the 38th International Conference on Machine Learning, 2021
Scene Text Telescope: Text-Focused Scene Image Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Knowledge-Guided Object Discovery with Acquired Deep Impressions.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Raven's Progressive Matrices Completion with Latent Gaussian Process Priors.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Recurrent Dirichlet Belief Networks for Interpretable Dynamic Relational Data Modelling.
CoRR, 2020
Recurrent Dirichlet Belief Networks for interpretable Dynamic Relational Data Modelling.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Online Binary Space Partitioning Forests.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
D<sup>2</sup>2HistoSketch: Discriminative and Dynamic Similarity-Preserving Sketching of Streaming Histograms.
IEEE Trans. Knowl. Data Eng., 2019
Improved Consistent Weighted Sampling Revisited.
IEEE Trans. Knowl. Data Eng., 2019
Scalable Deep Generative Relational Models with High-Order Node Dependence.
CoRR, 2019
Question Guided Modular Routing Networks for Visual Question Answering.
CoRR, 2019
Binary Space Partitioning Forests.
CoRR, 2019
Scalable Deep Generative Relational Model with High-Order Node Dependence.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Generative Modeling of Infinite Occluded Objects for Compositional Scene Representation.
Proceedings of the 36th International Conference on Machine Learning, 2019
Binary Space Partitioning Forest.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
K-Ary Tree Hashing for Fast Graph Classification.
IEEE Trans. Knowl. Data Eng., 2018
Hashing for Adaptive Real-Time Graph Stream Classification With Concept Drifts.
IEEE Trans. Cybern., 2018
Corrosion Prediction on Sewer Networks with Sparse Monitoring Sites: A Case Study.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Rectangular Bounding Process.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Efficient Attributed Network Embedding via Recursive Randomized Hashing.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
The Binary Space Partitioning-Tree Process.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Consistent Weighted Sampling Made More Practical.
Proceedings of the 26th International Conference on World Wide Web, 2017
Online Engagement for a Healthier You: A Case Study of Web-based Supermarket Health Program.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
HistoSketch: Fast Similarity-Preserving Sketching of Streaming Histograms with Concept Drift.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
2016
Robust Bayesian non-parametric dictionary learning with heterogeneous Gaussian noise.
Comput. Vis. Image Underst., 2016
Stochastic Patching Process.
CoRR, 2016
Cross-View Feature Hashing for Image Retrieval.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Who Will Be Affected by Supermarket Health Programs? Tracking Customer Behavior Changes via Preference Modeling.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
POISketch: Semantic Place Labeling over User Activity Streams.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Bayesian Optimization of Partition Layouts for Mondrian Processes.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Canonical Consistent Weighted Sampling for Real-Value Weighted Min-Hash.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016
Discovering Temporal Purchase Patterns with Different Responses to Promotions.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Understanding Taxi Service Strategies From Taxi GPS Traces.
IEEE Trans. Intell. Transp. Syst., 2015
Rating Knowledge Sharing in Cross-Domain Collaborative Filtering.
IEEE Trans. Cybern., 2015
Metadata Dependent Mondrian Processes.
Proceedings of the 32nd International Conference on Machine Learning, 2015
Data Driven Water Pipe Failure Prediction: A Bayesian Nonparametric Approach.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
2014
Active Learning without Knowing Individual Instance Labels: A Pairwise Label Homogeneity Query Approach.
IEEE Trans. Knowl. Data Eng., 2014
Context-Preserving Hashing for Fast Text Classification.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
2013
Noisy but non-malicious user detection in social recommender systems.
World Wide Web, 2013
A survey on instance selection for active learning.
Knowl. Inf. Syst., 2013
Fast Graph Stream Classification Using Discriminative Clique Hashing.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013
2012
Identifying Logical Location via GPS-Enabled Mobile phone and Wearable Camera.
Int. J. Pattern Recognit. Artif. Intell., 2012
Groupwise Constrained Reconstruction for Subspace Clustering
CoRR, 2012
Groupwise Constrained Reconstruction for Subspace Clustering.
Proceedings of the 29th International Conference on Machine Learning, 2012
Nested Subtree Hash Kernels for Large-Scale Graph Classification over Streams.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Self-Taught Active Learning from Crowds.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
2011
CLAP: Collaborative pattern mining for distributed information systems.
Decis. Support Syst., 2011
Transfer Learning by Reusing Structured Knowledge.
AI Mag., 2011
Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011
Cross-Domain Collaborative Filtering over Time.
Proceedings of the IJCAI 2011, 2011
Cross-Domain Collaborative Filtering: A Brief Survey.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
Do they belong to the same class: active learning by querying pairwise label homogeneity.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Tracking User-Preference Varying Speed in Collaborative Filtering.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Semi-automatic dynamic auxiliary-tag-aided image annotation.
Pattern Recognit., 2010
Extracting Social and Community Intelligence from Digital Footprints: An Emerging Research Area.
Proceedings of the Ubiquitous Intelligence and Computing - 7th International Conference, 2010
Activity Recognition on an Accelerometer Embedded Mobile Phone with Varying Positions and Orientations.
Proceedings of the Ubiquitous Intelligence and Computing - 7th International Conference, 2010
2009
Can Movies and Books Collaborate? Cross-Domain Collaborative Filtering for Sparsity Reduction.
Proceedings of the IJCAI 2009, 2009
Transfer learning for collaborative filtering via a rating-matrix generative model.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
Scene segmentation based on video structure and spectral methods.
Proceedings of the 10th International Conference on Control, 2008
2007
A robust incremental learning framework for accurate skin region segmentation in color images.
Pattern Recognit., 2007
Fudan University at TRECVID 2007.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007
Proceedings of the Machine Learning, 2007
2006
Fudan University at TRECVID 2006.
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006
2005
Fudan University at TRECVID 2005.
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005
Region-based Pornographic Image Detection.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005