Jian Yu

Orcid: 0000-0001-5907-2170

Affiliations:
  • Beijing Jiaotong University, School of Computer and Information Technology, Beijing Key Lab of Traffic Data Analysis and Mining, China
  • Northern Jiaotong University, Department of Computer Science and Technology, Beijing, China (former)
  • Peking University, Department of Computer Science and Technology, Beijing, China (PhD 2000)


According to our database1, Jian Yu authored at least 184 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Learning Hierarchical Preferences for Recommendation With Mixture Intention Neural Stochastic Processes.
IEEE Trans. Knowl. Data Eng., July, 2024

Structure-Driven Representation Learning for Deep Clustering.
ACM Trans. Knowl. Discov. Data, January, 2024

BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection.
Pattern Recognit., 2024

Attributed graph clustering under the contrastive mechanism with cluster-preserving augmentation.
Inf. Sci., 2024

Deep fair clustering with multi-level decorrelation.
Inf. Sci., 2024

SS-Bench: A Benchmark for Social Story Generation and Evaluation.
CoRR, 2024

Towards Robust Recommendation: A Review and an Adversarial Robustness Evaluation Library.
CoRR, 2024

Retrieval Augmented Cross-Modal Tag Recommendation in Software Q&A Sites.
CoRR, 2024

Noisy Multi-Label Text Classification via Instance-Label Pair Correction.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Taming Prompt-Based Data Augmentation for Long-Tailed Extreme Multi-Label Text Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024

Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023
Knowledge Graph-Enhanced Sampling for Conversational Recommendation System.
IEEE Trans. Knowl. Data Eng., October, 2023

Deep embedded clustering with distribution consistency preservation for attributed networks.
Pattern Recognit., July, 2023

Textual tag recommendation with multi-tag topical attention.
Neurocomputing, June, 2023

Deep Generative Mixture Model for Robust Imbalance Classification.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Siamese transformer with hierarchical concept embedding for fine-grained image recognition.
Sci. China Inf. Sci., March, 2023

Attention, Please! Adversarial Defense via Activation Rectification and Preservation.
ACM Trans. Multim. Comput. Commun. Appl., 2023

A metric-learning method for few-shot cross-event rumor detection.
Neurocomputing, 2023

Contrastive Learning with Cluster-Preserving Augmentation for Attributed Graph Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

vMF Loss: Exploring a Scattered Intra-class Hypersphere for Few-Shot Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Not All Tasks Are Equal: A Parameter-Efficient Task Reweighting Method for Few-Shot Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

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

Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

ImageNet Pre-training Also Transfers Non-robustness.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Learning to Learn a Cold-start Sequential Recommender.
ACM Trans. Inf. Syst., 2022

Bayesian Additive Matrix Approximation for Social Recommendation.
ACM Trans. Knowl. Discov. Data, 2022

Bridging Video and Text: A Two-Step Polishing Transformer for Video Captioning.
IEEE Trans. Circuits Syst. Video Technol., 2022

PDGNet: Predicting Disease Genes Using a Deep Neural Network With Multi-View Features.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Label-Aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification.
Neural Process. Lett., 2022

Adaptive distribution calibration for few-shot learning via optimal transport.
Inf. Sci., 2022

Leveraging implicit social structures for recommendation via a Bayesian generative model.
Sci. China Inf. Sci., 2022

Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Robust CAPTCHAs Towards Malicious OCR.
IEEE Trans. Multim., 2021

Deep Reinforcement Polishing Network for Video Captioning.
IEEE Trans. Multim., 2021

Social Recommendation With Learning Personal and Social Latent Factors.
IEEE Trans. Knowl. Data Eng., 2021

Star-based learning correlation clustering.
Pattern Recognit., 2021

Interpretable Deep Generative Recommendation Models.
J. Mach. Learn. Res., 2021

Knowledge Graph-enhanced Sampling for Conversational Recommender System.
CoRR, 2021

Pre-training also Transfers Non-Robustness.
CoRR, 2021

2020
Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears.
IEEE J. Biomed. Health Informatics, 2020

Deep Reinforcement Learning for Weak Human Activity Localization.
IEEE Trans. Image Process., 2020

Spatio-Temporal Deep Q-Networks for Human Activity Localization.
IEEE Trans. Circuits Syst. Video Technol., 2020

Fast clustering for signed graphs based on random walk gap.
Soc. Networks, 2020

Locality-constrained discrete graph hashing.
Neurocomputing, 2020

Important sampling based active learning for imbalance classification.
Sci. China Inf. Sci., 2020

Traffic Flow Prediction via Spatial Temporal Graph Neural Network.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Deep Global and Local Generative Model for Recommendation.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Beyond Literal Visual Modeling: Understanding Image Metaphor Based on Literal-Implied Concept Mapping.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Deep Generative Recommendation with Maximizing Reciprocal Rank.
Proceedings of the Knowledge Science, Engineering and Management, 2020

2019
Adaptive Local Low-rank Matrix Approximation for Recommendation.
ACM Trans. Inf. Syst., 2019

HerGePred: Heterogeneous Network Embedding Representation for Disease Gene Prediction.
IEEE J. Biomed. Health Informatics, 2019

Locally Weighted Fusion of Structural and Attribute Information in Graph Clustering.
IEEE Trans. Cybern., 2019

Sentiment Lexicon Construction With Hierarchical Supervision Topic Model.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Sparse Self-Attention LSTM for Sentiment Lexicon Construction.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Action recognition and localization with spatial and temporal contexts.
Neurocomputing, 2019

Group Collaborative Representation for Image Set Classification.
Int. J. Comput. Vis., 2019

A Generalization Theory based on Independent and Task-Identically Distributed Assumption.
CoRR, 2019

blessing in disguise: Designing Robust Turing Test by Employing Algorithm Unrobustness.
CoRR, 2019

Deep generative ranking for personalized recommendation.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Multi-source User Attribute Inference based on Hierarchical Auto-encoder.
Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Comprehensive Event Storyline Generation from Microblogs.
Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Prediction-CGAN: Human Action Prediction with Conditional Generative Adversarial Networks.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

In2Rec: Influence-based Interpretable Recommendation.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
On convergence and parameter selection of the EM and DA-EM algorithms for Gaussian mixtures.
Pattern Recognit., 2018

Concept decompositions for short text clustering by identifying word communities.
Pattern Recognit., 2018

Changes in dynamic functional connections with aging.
NeuroImage, 2018

Heterogeneous network propagation for herb target identification.
BMC Medical Informatics Decis. Mak., 2018

Heterogeneous network embedding for identifying symptom candidate genes.
J. Am. Medical Informatics Assoc., 2018

Attention, Please! Adversarial Defense via Attention Rectification and Preservation.
CoRR, 2018

Clustering Enabled Wireless Channel Modeling Using Big Data Algorithms.
IEEE Commun. Mag., 2018

Saliency Aggregation: Multifeature and Neighbor Based Salient Region Detection for Social Images.
Appl. Comput. Intell. Soft Comput., 2018

Neural gaussian mixture model for review-based rating prediction.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Partial Multi-view Clustering via Auto-Weighting Similarity Completion.
Proceedings of the Biometric Recognition - 13th Chinese Conference, 2018

2017
A Kernel-Power-Density-Based Algorithm for Channel Multipath Components Clustering.
IEEE Trans. Wirel. Commun., 2017

Optimized Color Filter Arrays for Sparse Representation-Based Demosaicking.
IEEE Trans. Image Process., 2017

Automatic Design of High-Sensitivity Color Filter Arrays With Panchromatic Pixels.
IEEE Trans. Image Process., 2017

Multi-Label Classification by Semi-Supervised Singular Value Decomposition.
IEEE Trans. Image Process., 2017

Deterministic annealing Gustafson-Kessel fuzzy clustering algorithm.
Inf. Sci., 2017

Salient object detection of social images based on semantic tag context.
Int. J. Sens. Networks, 2017

Common latent space identification for heterogeneous co-transfer clustering.
Neurocomputing, 2017

A parameter selection method of the deterministic anti-annealing algorithm for network exploring.
Neurocomputing, 2017

An Automatic Clustering Algorithm for Multipath Components Based on Kernel-Power-Density.
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Overlapping Functional Modules Detection in PPI Network with Pairwise Constrained Nonnegative Matrix Tri-Factorization.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016
Learning Transferred Weights From Co-Occurrence Data for Heterogeneous Transfer Learning.
IEEE Trans. Neural Networks Learn. Syst., 2016

Automatic Design of Color Filter Arrays in the Frequency Domain.
IEEE Trans. Image Process., 2016

显著区域检测技术研究 (Research on Salient Region Extraction Technology).
计算机科学, 2016

Penrose high-dynamic-range imaging.
J. Electronic Imaging, 2016

A discriminative and sparse topic model for image classification and annotation.
Image Vis. Comput., 2016

A novel supervised approach to learning efficient kernel descriptors for high accuracy object recognition.
Neurocomputing, 2016

Robust graph learning via constrained elastic-net regularization.
Neurocomputing, 2016

A Sparsity-Based Clustering Framework for Radio Channel Impulse Responses.
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016

Analysis of Convergence Properties for Gath-Geva Clustering Using Jacobian Matrix.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2015
Penrose Demosaicking.
IEEE Trans. Image Process., 2015

Analysis of Parameter Selection for Gustafson-Kessel Fuzzy Clustering Using Jacobian Matrix.
IEEE Trans. Fuzzy Syst., 2015

Object recognition via contextual color attention.
J. Vis. Commun. Image Represent., 2015

Spatially constrained sparse coding scheme for natural scene categorization.
J. Vis. Commun. Image Represent., 2015

Interference-Based Capacity Analysis for Vehicular Ad Hoc Networks.
IEEE Commun. Lett., 2015

Efficient image representation for object recognition via pivots selection.
Frontiers Comput. Sci., 2015

Communication: Words and Conceptual Systems.
CoRR, 2015

Generalized Categorization Axioms.
CoRR, 2015

Common Latent Space Identification for Heterogeneous Co-transfer Clustering.
Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

Semi-supervised low-rank mapping learning for multi-label classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Orientation contrast model for boundary detection.
J. Vis. Commun. Image Represent., 2014

Colour combination attention for object recognition.
IET Image Process., 2014

Heterogeneous Co-transfer Spectral Clustering.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014

Constrained Least Squares Regression for Semi-Supervised Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Weighting Exponent Selection of Fuzzy C-Means via Jacobian Matrix.
Proceedings of the Knowledge Science, Engineering and Management, 2014

Signal-to-interference-ratio based capacity analysis for vehicular ad hoc networks.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Analysis for interference-based capacity of vehicular ad hoc networks.
Proceedings of the International Conference on Connected Vehicles and Expo, 2014

2013
A Dictionary Learning Approach for Poisson Image Deblurring.
IEEE Trans. Medical Imaging, 2013

Sparse Representation Prior and Total Variation-Based Image Deblurring under Impulse Noise.
SIAM J. Imaging Sci., 2013

A novel semi-supervised learning framework with simultaneous text representing.
Knowl. Inf. Syst., 2013

Clustering construction on a multimodal probability model.
Inf. Sci., 2013

Multi-annulus partition based image representation for image classification.
Int. J. Sens. Networks, 2013

Independent vector analysis using subband and subspace nonlinearity.
EURASIP J. Adv. Signal Process., 2013

A fast weak motif-finding algorithm based on community detection in graphs.
BMC Bioinform., 2013

Adaptive Graph Constrained NMF for Semi-Supervised Learning.
Proceedings of the Partially Supervised Learning - Second IAPR International Workshop, 2013

A boosting approach to learning receptive fields for scene categorization.
Proceedings of the IEEE International Conference on Image Processing, 2013

Efficient kernel descriptor for image categorization via pivots selection.
Proceedings of the IEEE International Conference on Image Processing, 2013

Spatial correlogram between codewords: an effective representation for image classification.
Proceedings of the Fifth International Conference on Digital Image Processing, 2013

Frequent itemsets compressing based on minimum cover: An efficient method for mining medication law of Chinese herbs.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Integrating phenotype-genotype data for prioritization of candidate symptom genes.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012
Partitive clustering (<i>K</i>-means family).
WIREs Data Mining Knowl. Discov., 2012

Saliency Detection by Multitask Sparsity Pursuit.
IEEE Trans. Image Process., 2012

A multi-layer text classification framework based on two-level representation model.
Expert Syst. Appl., 2012

Kernel and spectral methods for solving the permutation problem in frequency domain BSS.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

An improved surround suppression model based on orientation contrast for boundary detection.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Color Constancy under Mixed Illuminants Using Image Segmentation and Fuzzy C-Means.
Proceedings of the Pattern Recognition - Chinese Conference, 2012

Semi-supervised Clustering via Constrained Symmetric Non-negative Matrix Factorization.
Proceedings of the Brain Informatics - International Conference, 2012

2011
Restoration of images corrupted by mixed Gaussian-impulse noise via l<sub>1</sub>-l<sub>0</sub> minimization.
Pattern Recognit., 2011

Feature-Weighted Mountain Method with Its Application to Color Image Segmentation.
Int. J. Comput. Intell. Syst., 2011

A Novel Multimodal Probability Model for Cluster Analysis.
Fundam. Informaticae, 2011

Sample-weighted clustering methods.
Comput. Math. Appl., 2011

Least Absolute Deviation Cut.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Text Clustering Based on Granular Computing and Wikipedia.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Unsupervised Feature Weighting Based on Local Feature Relatedness.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

High-Order Co-clustering Text Data on Semantics-Based Representation Model.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Data Clustering by Scaled Adjacency Matrix.
Proceedings of the Knowledge Science, Engineering and Management, 2011

Texture segmentation based on local feature histograms.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Text Clustering via Constrained Nonnegative Matrix Factorization.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Multiscale backbone based network comparison algorithm for effective herbal interaction analysis.
Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Intrinsic Dimension Induced Similarity Measure for Clustering.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010
Text Clustering via Term Semantic Units.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Affinity Propagation on Identifying Communities in Social and Biological Networks.
Proceedings of the Knowledge Science, 2010

Semantics-Based Representation Model for Multi-layer Text Classification.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

2009
Advances in fuzzy sets and knowledge discovery.
Comput. Math. Appl., 2009

New Labeling Strategy for Semi-supervised Document Categorization.
Proceedings of the Knowledge Science, 2009

Convergence Analysis of Affinity Propagation.
Proceedings of the Knowledge Science, 2009

Towards Keyword Search over Relational Databases in DHT Networks.
Proceedings of the 15th IEEE International Conference on Parallel and Distributed Systems, 2009

Initializing K-means Clustering Using Affinity Propagation.
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009

Otsu Method and K-means.
Proceedings of the 9th International Conference on Hybrid Intelligent Systems (HIS 2009), 2009

2008
Alpha-Cut Implemented Fuzzy Clustering Algorithms and Switching Regressions.
IEEE Trans. Syst. Man Cybern. Part B, 2008

2007
A Generalized Fuzzy Clustering Regularization Model With Optimality Tests and Model Complexity Analysis.
IEEE Trans. Fuzzy Syst., 2007

Learning Bayesian Networks with Combination of MRMR Criterion and EMI Method.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Clustering Ensembles Based on Normalized Edges.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Learning Bayesian Networks Based on a Mutual Information Scoring Function and EMI Method.
Proceedings of the Advances in Neural Networks, 2007

The Worse Clustering Performance Analysis.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

A New Improved K-Means Algorithm with Penalized Term.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

2006
Novel Cluster Validity Index for FCM Algorithm.
J. Comput. Sci. Technol., 2006

A Novel Fuzzy C-Means Clustering Algorithm.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

2005
Comments on "The multisynapse neural network and its application to fuzzy Clustering".
IEEE Trans. Neural Networks, 2005

A note on the ICS algorithm with corrections and theoretical analysis.
IEEE Trans. Image Process., 2005

Optimality test for generalized FCM and its application to parameter selection.
IEEE Trans. Fuzzy Syst., 2005

A novel fuzzy clustering algorithm based on a fuzzy scatter matrix with optimality tests.
Pattern Recognit. Lett., 2005

General C-Means Clustering Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Learning TAN from Incomplete Data.
Proceedings of the Advances in Intelligent Computing, 2005

An Improved Bayesian Network Learning Algorithm Based on Dependency Analysis.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004
Analysis of the weighting exponent in the FCM.
IEEE Trans. Syst. Man Cybern. Part B, 2004

Cluster Validity and Stability of Clustering Algorithms.
Proceedings of the Structural, 2004

On Soft Learning Vector Quantization Based on Reformulation.
Proceedings of the Advances in Neural Networks, 2004

Anomaly Detection Using Support Vector Machines.
Proceedings of the Advances in Neural Networks, 2004

Shear-resize factorizations for fast multi-modal volume registration.
Proceedings of the 2004 International Conference on Image Processing, 2004

2003
Counterexamples to convergence theorem of maximum-entropy clustering algorithm.
Sci. China Ser. F Inf. Sci., 2003

A Study on a Generalized FCM.
Proceedings of the Rough Sets, 2003

Fuzzy Multiple Synapses Neural Network and Fuzzy Clustering.
Proceedings of the Rough Sets, 2003

A new weighting fuzzy c-means algorithm.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

General c-Means Clustering Model and Its Application.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

A novel fuzzy clustering algorithm.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003

2002
Solving Inheritance Anomaly with OMNets.
J. Comput. Sci. Technol., 2002

An efficient optimality test for the fuzzy c-means algorithm.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001
A Pragmatic Behavior Subtyping Relation Based on Both States and Actions.
J. Comput. Sci. Technol., 2001

The upper bound of the optimal number of clusters in fuzzy clustering.
Sci. China Ser. F Inf. Sci., 2001

A Net-Based Multi-tier Behavior Inheritance Modelling Method.
Proceedings of the Perspectives of System Informatics, 2001


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