Bin Li

CoRR, 2024

Exploring One-Shot Semi-supervised Federated Learning with Pre-trained Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Compositional Scene Representation Learning via Reconstruction: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

One-shot Federated Learning without server-side training.

[BibT_eX]

[DOI]

Shangchao Su

Neural Networks, July, 2023

Location-Guided LiDAR-Based Panoptic Segmentation for Autonomous Driving.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., February, 2023

Dynamic customer segmentation via hierarchical fragmentation-coagulation processes.

[BibT_eX]

[DOI]

Mach. Learn., January, 2023

Hawkes Processes With Stochastic Exogenous Effects for Continuous-Time Interaction Modelling.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

FedRA: A Random Allocation Strategy for Federated Tuning to Unleash the Power of Heterogeneous Clients.

[BibT_eX]

[DOI]

Shangchao Su

CoRR, 2023

One-Shot Federated Learning with Classifier-Guided Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

Rethinking Person Re-identification from a Projection-on-Prototypes Perspective.

[BibT_eX]

[DOI]

CoRR, 2023

Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification.

[BibT_eX]

[DOI]

CoRR, 2023

Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems.

[BibT_eX]

[DOI]

CoRR, 2023

OCTScenes: A Versatile Real-World Dataset of Tabletop Scenes for Object-Centric Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Privacy-Preserving Collaborative Chinese Text Recognition with Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Exploring One-shot Semi-supervised Federated Learning with A Pre-trained Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2023

Uncertainty-aware U-Net for Medical Landmark Detection.

[BibT_eX]

[DOI]

Ziyang Ye

Haiyang Yu

CoRR, 2023

Time-Conditioned Generative Modeling of Object-Centric Representations for Video Decomposition and Prediction.

[BibT_eX]

[DOI]

Chengmin Gao

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Training-free Diffusion Model Adaptation for Variable-Sized Text-to-Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Weakly-Supervised Text Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Scene Text Segmentation with Text-Focused Transformers.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

DeNoising-MOT: Towards Multiple Object Tracking with Severe Occlusions.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Towards Accurate Video Text Spotting with Text-wise Semantic Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Orientation-Independent Chinese Text Recognition in Scene Images.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

TextFormer: Component-aware Text Segmentation with Transformer.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Cross-domain Federated Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Compositional Law Parsing with Latent Random Functions.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

A Review for Weighted MinHash Algorithms (Extended abstract).

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

A Review for Weighted MinHash Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Smoothing graphons for modelling exchangeable relational data.

[BibT_eX]

[DOI]

Mach. Learn., 2022

Chinese Character Recognition with Radical-Structured Stroke Trees.

[BibT_eX]

[DOI]

CoRR, 2022

Compositional Scene Modeling with Global Object-Centric Representations.

[BibT_eX]

[DOI]

CoRR, 2022

Cross-domain Federated Adaptive Prompt Tuning for CLIP.

[BibT_eX]

[DOI]

CoRR, 2022

Domain Discrepancy Aware Distillation for Model Aggregation in Federated Learning.

[BibT_eX]

[DOI]

Shangchao Su

CoRR, 2022

Style Spectroscope: Improve Interpretability and Controllability through Fourier Analysis.

[BibT_eX]

[DOI]

CoRR, 2022

Locality Sensitive Hashing for Structured Data: A Survey.

[BibT_eX]

[DOI]

Wei Wu

CoRR, 2022

Chinese Character Recognition with Augmented Character Profile Matching.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Text Gestalt: Stroke-Aware Scene Text Image Super-resolution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study.

[BibT_eX]

[DOI]

CoRR, 2021

A Generic Object Re-identification System for Short Videos.

[BibT_eX]

[DOI]

CoRR, 2021

Hashing-Accelerated Graph Neural Networks for Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Decoupling Sparsity and Smoothness in Dirichlet Belief Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Continuous-time edge modelling using non-parametric point processes.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Zero-Shot Chinese Character Recognition with Stroke-Level Decomposition.

[BibT_eX]

[DOI]

Jingye Chen

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Poisson-Randomised DirBN: Large Mutation is Needed in Dirichlet Belief Networks.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Scene Text Telescope: Text-Focused Scene Image Super-Resolution.

[BibT_eX]

[DOI]

Jingye Chen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Knowledge-Guided Object Discovery with Acquired Deep Impressions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Raven's Progressive Matrices Completion with Latent Gaussian Process Priors.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Recurrent Dirichlet Belief Networks for Interpretable Dynamic Relational Data Modelling.

[BibT_eX]

[DOI]

CoRR, 2020

Recurrent Dirichlet Belief Networks for interpretable Dynamic Relational Data Modelling.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Online Binary Space Partitioning Forests.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Laura Rettig

IEEE Trans. Knowl. Data Eng., 2019

Improved Consistent Weighted Sampling Revisited.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Scalable Deep Generative Relational Models with High-Order Node Dependence.

[BibT_eX]

[DOI]

CoRR, 2019

Question Guided Modular Routing Networks for Visual Question Answering.

[BibT_eX]

[DOI]

CoRR, 2019

Binary Space Partitioning Forests.

[BibT_eX]

[DOI]

Scott Anthony Sisson

CoRR, 2019

Scalable Deep Generative Relational Model with High-Order Node Dependence.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Paolo Rosso

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Generative Modeling of Infinite Occluded Objects for Compositional Scene Representation.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Binary Space Partitioning Forest.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

K-Ary Tree Hashing for Fast Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Hashing for Adaptive Real-Time Graph Stream Classification With Concept Drifts.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Corrosion Prediction on Sewer Networks with Sparse Monitoring Sites: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Rectangular Bounding Process.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

The Binary Space Partitioning-Tree Process.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Consistent Weighted Sampling Made More Practical.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

HistoSketch: Fast Similarity-Preserving Sketching of Streaming Histograms with Concept Drift.

[BibT_eX]

[DOI]

Laura Rettig

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

Robust Bayesian non-parametric dictionary learning with heterogeneous Gaussian noise.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2016

Stochastic Patching Process.

[BibT_eX]

[DOI]

CoRR, 2016

Cross-View Feature Hashing for Image Retrieval.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

POISketch: Semantic Place Labeling over User Activity Streams.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Bayesian Optimization of Partition Layouts for Mondrian Processes.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Canonical Consistent Weighted Sampling for Real-Value Weighted Min-Hash.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Discovering Temporal Purchase Patterns with Different Responses to Promotions.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

The Ostomachion Process.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Understanding Taxi Service Strategies From Taxi GPS Traces.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2015

Rating Knowledge Sharing in Cross-Domain Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Metadata Dependent Mondrian Processes.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

Data Driven Water Pipe Failure Prediction: A Bayesian Nonparametric Approach.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Context-Preserving Hashing for Fast Text Classification.

[BibT_eX]

[DOI]

Lianhua Chi

Xingquan Zhu

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013

Noisy but non-malicious user detection in social recommender systems.

[BibT_eX]

[DOI]

World Wide Web, 2013

A survey on instance selection for active learning.

[BibT_eX]

[DOI]

Yifan Fu

Xingquan Zhu

Knowl. Inf. Syst., 2013

Fast Graph Stream Classification Using Discriminative Clique Hashing.

[BibT_eX]

[DOI]

Lianhua Chi

Xingquan Zhu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

2012

Identifying Logical Location via GPS-Enabled Mobile phone and Wearable Camera.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2012

Groupwise Constrained Reconstruction for Subspace Clustering

[BibT_eX]

[DOI]

CoRR, 2012

Groupwise Constrained Reconstruction for Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Machine Learning, 2012

Nested Subtree Hash Kernels for Large-Scale Graph Classification over Streams.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Self-Taught Active Learning from Crowds.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

CLAP: Collaborative pattern mining for distributed information systems.

[BibT_eX]

[DOI]

Decis. Support Syst., 2011

Transfer Learning by Reusing Structured Knowledge.

[BibT_eX]

[DOI]

Qiang Yang

Vincent Wenchen Zheng

Hankz Hankui Zhuo

AI Mag., 2011

Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset.

[BibT_eX]

[DOI]

Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Cross-Domain Collaborative Filtering over Time.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Cross-Domain Collaborative Filtering: A Brief Survey.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Tracking User-Preference Varying Speed in Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Semi-automatic dynamic auxiliary-tag-aided image annotation.

[BibT_eX]

[DOI]

Shile Zhang

Pattern Recognit., 2010

Extracting Social and Community Intelligence from Digital Footprints: An Emerging Research Area.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Intelligence and Computing - 7th International Conference, 2010

Activity Recognition on an Accelerometer Embedded Mobile Phone with Varying Positions and Orientations.

[BibT_eX]

[DOI]

Proceedings of the Ubiquitous Intelligence and Computing - 7th International Conference, 2010

2009

Can Movies and Books Collaborate? Cross-Domain Collaborative Filtering for Sparsity Reduction.

[BibT_eX]

[DOI]

Qiang Yang

Proceedings of the IJCAI 2009, 2009

Transfer learning for collaborative filtering via a rating-matrix generative model.

[BibT_eX]

[DOI]

Qiang Yang

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008

Scene segmentation based on video structure and spectral methods.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Control, 2008

2007

A robust incremental learning framework for accurate skin region segmentation in color images.

[BibT_eX]

[DOI]