Ming Zhang
Orcid: 0000-0002-9809-3430Affiliations:
- Peking University, School of Computer Science, Beijing, China (PhD 2005)
According to our database1,
Ming Zhang
authored at least 244 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
IEEE Trans. Knowl. Data Eng., July, 2024
Toward Effective Semi-supervised Node Classification with Hybrid Curriculum Pseudo-labeling.
ACM Trans. Multim. Comput. Commun. Appl., March, 2024
Self-supervised Graph-level Representation Learning with Adversarial Contrastive Learning.
ACM Trans. Knowl. Discov. Data, February, 2024
IEEE Trans. Neural Networks Learn. Syst., January, 2024
IEEE Trans. Knowl. Data Eng., January, 2024
Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation.
ACM Trans. Knowl. Discov. Data, January, 2024
Focus on informative graphs! Semi-supervised active learning for graph-level classification.
Pattern Recognit., 2024
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting.
Inf. Fusion, 2024
CoRR, 2024
DisenSemi: Semi-supervised Graph Classification via Disentangled Representation Learning.
CoRR, 2024
CoRR, 2024
MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation.
CoRR, 2024
A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges.
CoRR, 2024
GPS: Graph Contrastive Learning via Multi-scale Augmented Views from Adversarial Pooling.
CoRR, 2024
CoRR, 2024
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Evidential Self-Supervised Graph Representation Learning via Prototype-based Consistency.
Proceedings of the ACM Turing Award Celebration Conference 2024, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Big Data, December, 2023
Neural Networks, January, 2023
Trans. Mach. Learn. Res., 2023
Trans. Mach. Learn. Res., 2023
Few-shot Molecular Property Prediction via Hierarchically Structured Learning on Relation Graphs.
Neural Networks, 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
DisenPOI: Disentangling Sequential and Geographical Influence for Point-of-Interest Recommendation.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Neural Networks, 2022
Bioinform., 2022
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
DisenCTR: Dynamic Graph-based Disentangled Representation for Click-Through Rate Prediction.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
HE-SNE: Heterogeneous Event Sequence-based Streaming Network Embedding for Dynamic Behaviors.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Building Conversational Diagnosis Systems for Fine-Grained Diseases Using Few Annotated Data.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
Proceedings of the IEEE International Conference on Data Mining, 2022
DualGraph: Improving Semi-supervised Graph Classification via Dual Contrastive Learning.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the Database Systems for Advanced Applications, 2022
DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
2020
Rethinking the Extraction and Interaction of Multi-Scale Features for Vessel Segmentation.
CoRR, 2020
When does MAML Work the Best? An Empirical Study on Model-Agnostic Meta-Learning in NLP Applications.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
STR-SA: Session-based Thread Recommendation for Online Course Forum with Self-Attention.
Proceedings of the 2020 IEEE Global Engineering Education Conference, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases.
Proceedings of the AMIA 2020, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
World Wide Web, 2019
ACM Trans. Intell. Syst. Technol., 2019
ACM SIGCSE Bull., 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019
Proceedings of the 50th ACM Technical Symposium on Computer Science Education, 2019
Proceedings of the 50th ACM Technical Symposium on Computer Science Education, 2019
Align, Attend and Locate: Chest X-Ray Diagnosis via Contrast Induced Attention Network With Limited Supervision.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 46th Computing in Cardiology, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction.
Proceedings of the AMIA 2019, 2019
Proceedings of the ACM Turing Celebration Conference - China, 2019
2018
Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks.
Data Min. Knowl. Discov., 2018
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018
Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018
An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Emotion Analysis for the Upcoming Response in Open-Domain Human-Computer Conversation.
Proceedings of the Web and Big Data, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Towards a Neural Conversation Model With Diversity Net Using Determinantal Point Processes.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 18th Annual Conference on Information Technology Education and the 6th Annual Conference on Research in Information Technology, 2017
Proceedings of the 2017 ACM SIGCSE Technical Symposium on Computer Science Education, 2017
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 2nd Workshop on Structured Prediction for Natural Language Processing, 2017
An Effective Framework for Automatically Generating and Ranking Topics in MOOC Videos.
Proceedings of the 10th International Conference on Educational Data Mining, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
An Attention-based Collaboration Framework for Multi-View Network Representation Learning.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Topic medical concept embedding: Multi-sense representation learning for medical concept.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the Web and Big Data - First International Joint Conference, 2017
Proceedings of the ACM Turing 50th Celebration Conference, 2017
Proceedings of the ACM Turing 50th Celebration Conference, 2017
Proceedings of the ACM Turing 50th Celebration Conference, 2017
2016
ACM Trans. Knowl. Discov. Data, 2016
CoRR, 2016
Two are Better than One: An Ensemble of Retrieval- and Generation-Based Dialog Systems.
CoRR, 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the Third ACM Conference on Learning @ Scale, 2016
Global Perspectives on the Role of Two-Year/Technical/Junior Colleges in Computing Education.
Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education, 2016
Proceedings of the 2016 ITiCSE Working Group Reports, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the 24th International Conference on World Wide Web, 2015
Proceedings of the 16th Annual Conference on Information Technology Education, 2015
Proceedings of the Second ACM Conference on Learning @ Scale, 2015
Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the 2015 ITiCSE Working Group Reports, 2015
Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Intelligent Computing Theories and Methodologies, 2015
KnowSim: A Document Similarity Measure on Structured Heterogeneous Information Networks.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the Database Systems for Advanced Applications, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
IEEE Trans. Knowl. Data Eng., 2014
China's perspective from the viewpoint of computational thinking on CS1 for non-majors (abstract only).
Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014
Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis.
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Web Intell. Agent Syst., 2013
Proceedings of the 14th Annual ACM SIGITE Conference on Information Technology Education, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013
Proceedings of the Chinese Lexical Semantics - 14th Workshop, 2013
A novel protein complex identification algorithm based on gene co-expression (PCIA-GeCo).
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013
2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the 2012 workshop on Data-driven User Behavioral Modelling and Mining from Social Media, 2012
Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012
2011
Inf. Sci., 2011
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011
Co-Ranking Multiple Entities in a Heterogeneous Network: Integrating Temporal Factor and Users' Bookmarks.
Proceedings of the Digital Libraries: For Cultural Heritage, Knowledge Dissemination, and Future Creation, 2011
Topic sentiment analysis in twitter: a graph-based hashtag sentiment classification approach.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
Proceedings of the Ninth International Conference on Creating, 2011
Recommendation Algorithm Based on Graph-Model Considering User Background Information.
Proceedings of the Ninth International Conference on Creating, 2011
Let Other Users Help You Find Answers: A Collaborative Question-Answering Method with Continuous Markov Chain Model.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
Collaborative Users' Brand Preference Mining across Multiple Domains from Implicit Feedbacks.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Proceedings of the Web-Age Information Management, 11th International Conference, 2010
Proceedings of the 41st ACM technical symposium on Computer science education, 2010
Proceedings of the ICDM 2010, 2010
Analysis of the structure and evolution of the co-borrowing network in Peking University library.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010
Proceedings of the International Conference on Computational Aspects of Social Networks, 2010
Proceedings of the Advances in Web Technologies and Applications, 2010
Proceedings of the Advances in Web Technologies and Applications, 2010
Proceedings of the Advances in Web Technologies and Applications, 2010
Proceedings of the Advances in Web Technologies and Applications, 2010
Proceedings of the Advances in Web Technologies and Applications, 2010
2009
Multi-documents Automatic Abstracting based on text clustering and semantic analysis.
Knowl. Based Syst., 2009
Knowl. Based Syst., 2009
Inf. Sci., 2009
Semantic information integration and question answering based on pervasive agent ontology.
Expert Syst. Appl., 2009
Analyzing user's book-loan behaviors in Peking university library from social network perspective.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009
2008
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008
Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008
A novel approach for fault diagnosis of steam turbine based on neural network and genetic algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the Intelligent Robotics and Applications, First International Conference, 2008
Implement Web Learning System Based on Genetic Algorithm and Pervasive Agent Ontology.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Proceedings of the Digital Libraries: Universal and Ubiquitous Access to Information, 2008
2007
Proceedings of the Advances in Web Based Learning, 2007
Proceedings of the Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers, 2007
2006
Proceedings of the Database Systems for Advanced Applications, 2006
Proceedings of the Frontiers of WWW Research and Development, 2006
2005
Proceedings of the Advances in Web-Age Information Management, 2005
Proceedings of the 2005 International Conference on Semantics, 2005
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005
Proceedings of the 2005 IEEE International Conference on e-Business Engineering (ICEBE 2005), 2005
GMA-PSMH: A Semantic Metadata Publish-Harvest Protocol for Dynamic Metadata Management Under Grid Environment.
Proceedings of the Digital Libraries: Implementing Strategies and Sharing Experiences, 2005
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005
Finding Hidden Semantics Behind Reference Linkages : An Ontological Approach for Scientific Digital Libraries.
Proceedings of the Database Systems for Advanced Applications, 2005
Proceedings of the Computational Intelligence and Security, International Conference, 2005
2004
Proceedings of the Advances in Web-Based Learning, 2004
Understanding the Semantics in Reference Linkages: An Ontological Approach for Scientific Digital Libraries.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004
Proceedings of the Advanced Web Technologies and Applications, 2004
2003
Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003
2002
Proceedings of the 3rd International Conference on Web Information Systems Engineering Workshops, 2002
Exploring Spatial-Temporal Information in Digital Library.
Proceedings of the New Developments in Digital Libraries, 2002
Proceedings of the Digital Libraries: People, 2002