Ling Chen

Jun Wang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CITB: A Benchmark for Continual Instruction Tuning.

[BibT_eX]

[DOI]

Zihan Zhang

Meng Fang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Turn-Level Active Learning for Dialogue State Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Self-imitation Learning for Action Generation in Text-based Games.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

HRGCN: Heterogeneous Graph-level Anomaly Detection with Hierarchical Relation-augmented Graph Neural Networks.

[BibT_eX]

[DOI]

Jiaxi Li

Guansong Pang

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Spatial Bottleneck Transformer for Cellular Traffic Prediction in the Urban City.

[BibT_eX]

[DOI]

Hexuan Weng

Yanbin Liu

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

A Review for Weighted MinHash Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Reinforcement Learning With Multiple Relational Attention for Solving Vehicle Routing Problems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Discrete embedding for attributed graphs.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Smoothing graphons for modelling exchangeable relational data.

[BibT_eX]

[DOI]

Mach. Learn., 2022

Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics.

[BibT_eX]

[DOI]

Zihan Zhang

Meng Fang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Diminishing Empirical Risk Minimization for Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Perceiving the World: Question-guided Reinforcement Learning for Text-based Games.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Privacy-Preserving Stochastic Gradual Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 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

Cross-aligned and Gumbel-refactored Autoencoders for Multi-view Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Generalization in Text-based Games via Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Adaptive Posterior Knowledge Selection for Improving Knowledge-Grounded Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Semi-supervised Variational Multi-view Anomaly Detection.

[BibT_eX]

[DOI]

Shaoshen Wang

Farookh Khadeer Hussain

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

2020

Joint Principal Component and Discriminant Analysis for Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Personalized Video Recommendation Using Rich Contents from Videos.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

ACM Trans. Intell. Syst. Technol., 2020

Recurrent Dirichlet Belief Networks for Interpretable Dynamic Relational Data Modelling.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Discrete Embedding for Latent Networks.

[BibT_eX]

[DOI]

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

Deep Reinforcement Learning with Transformers for Text Adventure Games.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, 2020

2019

User identity linkage across social networks via linked heterogeneous network embedding.

[BibT_eX]

[DOI]

World Wide Web, 2019

Beyond Majority Voting: A Coarse-to-Fine Label Filtration for Heavily Noisy Labels.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Improved Consistent Weighted Sampling Revisited.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Discrete Multi-Graph Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Adaptive Structure Discovery for Multimedia Analysis Using Multiple Features.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Encrypted data indexing for the secure outsourcing of spectral clustering.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2019

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

[BibT_eX]

[DOI]

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

Low-Bit Quantization for Attributed Network Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Enumerating k-Vertex Connected Components in Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

What Can History Tell Us?

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Adaptive Sparse Confidence-Weighted Learning for Online Feature Selection.

[BibT_eX]

[DOI]

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

2018

Progressive Stochastic Learning for Noisy Labels.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 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

Towards the Learning of Weighted Multi-label Associative Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Efficient Attributed Network Embedding via Recursive Randomized Hashing.

[BibT_eX]

[DOI]

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

Binarized attributed network embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

ASTM: An Attentional Segmentation Based Topic Model for Short Texts.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Semi-Supervised Bayesian Attribute Learning for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Incremental Subgraph Feature Selection for Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Towards large-scale social networks with online diffusion provenance detection.

[BibT_eX]

[DOI]

Comput. Networks, 2017

Consistent Weighted Sampling Made More Practical.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web, 2017

Online compressed robust PCA.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Protecting Location Privacy in Spatial Crowdsourcing using Encrypted Data.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016

Memetic Extreme Learning Machine.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Exploiting Rich Contents for Personalized Video Recommendation.

[BibT_eX]

[DOI]

CoRR, 2016

PerSentiment: A Personalized Sentiment Classification System for Microblog Users.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

On the Convergence of a Family of Robust Losses for Stochastic Gradient Descent.

[BibT_eX]

[DOI]

Bo Han

Ivor W. Tsang

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Cross-View Feature Hashing for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 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

SPORE: A sequential personalized spatial item recommender system.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Mining Co-locations from Continuously Distributed Uncertain Spatial Data.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

Dynamic User Modeling in Social Media Systems.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2015

Modeling Location-Based User Rating Profiles for Personalized Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

RCP Mining: Towards the Summarization of Spatial Co-location Patterns.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2015

Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Online diffusion source detection in social networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Build Emotion Lexicon from Microblogs by Combining Effects of Seed Words and Emoticons in a Heterogeneous Graph.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

Defragging Subgraph Features for Graph Classification.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

SocialAnalysis: A Real-Time Query and Mining System from Social Media Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2015

2014

LCARS: A Spatial Item Recommender System.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2014

A temporal context-aware model for user behavior modeling in social media systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

2013

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

[BibT_eX]

[DOI]

World Wide Web, 2013

Introduction to Special section on Large-scale Data Mining.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2013

Mining Probabilistic Representative Frequent Patterns From Uncertain Data.

[BibT_eX]

[DOI]

Chunyang Liu

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

LCARS: a location-content-aware recommender system.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Summarizing probabilistic frequent patterns: a fast approach.

[BibT_eX]

[DOI]

Chunyang Liu

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Mining Dependent Frequent Serial Episodes from Uncertain Sequence Data.

[BibT_eX]

[DOI]

Li Wan

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Mining frequent serial episodes over uncertain sequence data.

[BibT_eX]

[DOI]

Li Wan

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012

TCSST: transfer classification of short & sparse text using external data.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Semi-supervised Variable Weighting for Clustering.

[BibT_eX]

[DOI]

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

2010

Ranking Difficulty of Knowledge Units Based on Learning Dependency.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th International Conference on e-Business Engineering, 2010

2009

NEAR-Miner: Mining Evolution Associations of Web Site Directories for Efficient Maintenance of Web Archives.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

COWES: Web user clustering based on evolutionary web sessions.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2009

Improving music genre classification using collaborative tagging data.

[BibT_eX]

[DOI]

Phillip Wright

Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

In the Search of NECTARs from Evolutionary Trees.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

2008

Using subspace analysis for event detection from web click-through data.

[BibT_eX]

[DOI]

Yiqun Hu

Proceedings of the 17th International Conference on World Wide Web, 2008

PHAROS - Personalizing Users' Experience in Audio-Visual Online Spaces.

[BibT_eX]

[DOI]

Proceedings of the PersDB 2008, 2nd International Workshop on Personalized Access, 2008

DECK: Detecting Events from Web Click-Through Data.

[BibT_eX]

[DOI]

Yiqun Hu

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

The Art of Tagging: Measuring the Quality of Tags.

[BibT_eX]

[DOI]

Ralf Krestel

Proceedings of the Semantic Web, 3rd Asian Semantic Web Conference, 2008

2007

Discovering association rules from structural evolution of tree structured web data

[BibT_eX]

[DOI]

PhD thesis, 2007

Mirror site maintenance based on evolution associations of web directories.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on World Wide Web, 2007

2006

XML structural delta mining: Issues and challenges.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2006

FRACTURE mining: Mining frequently and concurrently mutating structures from historical XML documents.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2006

Mining Temporal Indirect Associations.

[BibT_eX]

[DOI]

Jinyan Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

COWES: Clustering Web Users Based on Historical Web Sessions.

[BibT_eX]

[DOI]

Jinyan Li

Proceedings of the Database Systems for Advanced Applications, 2006

2005

Mining Positive and Negative Association Rules from XML Query Patterns for Caching.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2005

2004

Mining Association Rules from Structural Deltas of Historical XML Documents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

VRules: an effective association-based classifier for videos.

[BibT_eX]

[DOI]

Proceedings of the Second ACM International Workshop on Multimedia Databases, 2004

Mining Maximal Frequently Changing Subtree Patterns from XML Documents.

[BibT_eX]

[DOI]