Jun Ma

Orcid: 0000-0003-0203-4610

Affiliations:
  • Shandong University, School of Computer Science and Technology, Jinan, China
  • Kyushu University, Japan (former)


According to our database1, Jun Ma authored at least 159 papers between 1993 and 2024.

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Bibliography

2024
Center-retained fine-tuning for conversational question ranking through unsupervised center identification.
Inf. Process. Manag., March, 2024

Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

On the Effectiveness of Unlearning in Session-Based Recommendation.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Parallel Split-Join Networks for Shared Account Cross-Domain Sequential Recommendations.
IEEE Trans. Knowl. Data Eng., April, 2023

Information Retrieval meets Large Language Models: A strategic report from Chinese IR community.
AI Open, January, 2023

Improving Transformer-based Sequential Recommenders through Preference Editing.
ACM Trans. Inf. Syst., 2023

On the User Behavior Leakage from Recommender System Exposure.
ACM Trans. Inf. Syst., 2023

Learning Robust Sequential Recommenders through Confident Soft Labels.
CoRR, 2023

Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum.
CoRR, 2023

Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community.
CoRR, 2023

Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Contrastive State Augmentations for Reinforcement Learning-Based Recommender Systems.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

We Want AI to Help Us - An Explorative Study Regarding How AI Could Assist Operators in the Main Control Room of Nuclear Power Plants.
Proceedings of the Artificial Intelligence in HCI, 2023

2022
Mixed Information Flow for Cross-Domain Sequential Recommendations.
ACM Trans. Knowl. Discov. Data, 2022

2021
Diabetic retinopathy detection and stage classification in eye fundus images using active deep learning.
Multim. Tools Appl., 2021

Net positive influence maximization in signed social networks.
J. Intell. Fuzzy Syst., 2021

Information retrieval: a view from the Chinese IR community.
Frontiers Comput. Sci., 2021

Semi-Supervised Variational Reasoning for Medical Dialogue Generation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020
An End-to-End Attention-Based Neural Model for Complementary Clothing Matching.
ACM Trans. Multim. Comput. Commun. Appl., 2020

Explainable Outfit Recommendation with Joint Outfit Matching and Comment Generation.
IEEE Trans. Knowl. Data Eng., 2020

MGCM: Multi-modal generative compatibility modeling for clothing matching.
Neurocomputing, 2020

Detection of glaucoma based on cup-to-disc ratio using fundus images.
Int. J. Intell. Syst. Technol. Appl., 2020

Evaluating and improving the interpretability of item embeddings using item-tag relevance information.
Frontiers Comput. Sci., 2020

Mixed Information Flow for Cross-domain Sequential Recommendations.
CoRR, 2020

Coding Electronic Health Records with Adversarial Reinforcement Path Generation.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Meta Matrix Factorization for Federated Rating Predictions.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Auxiliary Template-Enhanced Generative Compatibility Modeling.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

A Neural Topical Expansion Framework for Unstructured Persona-Oriented Dialogue Generation.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Thinking Globally, Acting Locally: Distantly Supervised Global-to-Local Knowledge Selection for Background Based Conversation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

RefNet: A Reference-Aware Network for Background Based Conversation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Attentive Long Short-Term Preference Modeling for Personalized Product Search.
ACM Trans. Inf. Syst., 2019

Recent Development on Detection Methods for the Diagnosis of Diabetic Retinopathy.
Symmetry, 2019

A robust method to discover influential users in social networks.
Soft Comput., 2019

Neural fashion experts: I know how to make the complementary clothing matching.
Neurocomputing, 2019

EmpGAN: Multi-resolution Interactive Empathetic Dialogue Generation.
CoRR, 2019

From Personalization to Privatization: Meta Matrix Factorization for Private Rating Predictions.
CoRR, 2019

Parallel Split-Join Networks for Shared-account Cross-domain Sequential Recommendations.
CoRR, 2019

A Hybrid Proposed Fundus Image Enhancement Framework for Diabetic Retinopathy.
Algorithms, 2019

Improving Outfit Recommendation with Co-supervision of Fashion Generation.
Proceedings of the World Wide Web Conference, 2019

A Collaborative Session-based Recommendation Approach with Parallel Memory Modules.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

π-Net: A Parallel Information-sharing Network for Shared-account Cross-domain Sequential Recommendations.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Order-free Medicine Combination Prediction with Graph Convolutional Reinforcement Learning.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Sentence Relations for Extractive Summarization with Deep Neural Networks.
ACM Trans. Inf. Syst., 2018

Temporal patterns of the online video viewing behavior of smart TV viewers.
J. Assoc. Inf. Sci. Technol., 2018

User session level diverse reranking of search results.
Neurocomputing, 2018

Learning to rank images for complex queries in concept-based search.
Neurocomputing, 2018

Explainable Fashion Recommendation with Joint Outfit Matching and Comment Generation.
CoRR, 2018

Network Embedding Based Recommendation Method in Social Networks.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

An Attentive Interaction Network for Context-aware Recommendations.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Inferring Dynamic User Interests in Streams of Short Texts for User Clustering.
ACM Trans. Inf. Syst., 2017

Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation.
ACM Trans. Intell. Syst. Technol., 2017

Linking Multiple Online Identities in Criminal Investigations: A Spectral Co-Clustering Framework.
IEEE Trans. Inf. Forensics Secur., 2017

Social media as sensor in real world: movement trajectory detection with microblog.
Soft Comput., 2017

Efficient influence maximization under TSCM: a suitable diffusion model in online social networks.
Soft Comput., 2017

Social tag relevance learning via ranking-oriented neighbor voting.
Multim. Tools Appl., 2017

Relation Enhanced Neural Model for Type Classification of Entity Mentions with a Fine-Grained Taxonomy.
J. Comput. Sci. Technol., 2017

Detecting temporal patterns of user queries.
J. Assoc. Inf. Sci. Technol., 2017

Neural Attentive Session-based Recommendation.
CoRR, 2017

Learning to Recommend Accurate and Diverse Items.
Proceedings of the 26th International Conference on World Wide Web, 2017

Summarizing Answers in Non-Factoid Community Question-Answering.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Understanding the Pulse of the Online Video Viewing Behavior on Smart TVs.
Proceedings of the Social Media Processing - 6th National Conference, 2017

Leveraging Contextual Sentence Relations for Extractive Summarization Using a Neural Attention Model.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

NeuroStylist: Neural Compatibility Modeling for Clothing Matching.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Neural Attentive Session-based Recommendation.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

The Impact of Profile Coherence on Recommendation Performance for Shared Accounts on Smart TVs.
Proceedings of the Information Retrieval - 23rd China conference, 2017

2016
Ranking-Oriented Collaborative Filtering: A Listwise Approach.
ACM Trans. Inf. Syst., 2016

A novel recommendation approach based on users' weighted trust relations and the rating similarities.
Soft Comput., 2016

Weakly supervised image parsing via label propagation over discriminatively semantic graph.
J. Vis. Commun. Image Represent., 2016

Personalized Re-ranking of Tweets.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Explainable User Clustering in Short Text Streams.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Weakly supervised image parsing by discriminatively semantic graph propagation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

A Redundancy-Aware Sentence Regression Framework for Extractive Summarization.
Proceedings of the COLING 2016, 2016

Correlation-Based Weighted K-Labelsets for Multi-label Classification.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

A Context-Aware Method for Top-k Recommendation in Smart TV.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
A Cooperative Coevolution Framework for Parallel Learning to Rank.
IEEE Trans. Knowl. Data Eng., 2015

A Hybrid Multigroup Coclustering Recommendation Framework Based on Information Fusion.
ACM Trans. Intell. Syst. Technol., 2015

Learning to recommend with social contextual information from implicit feedback.
Soft Comput., 2015

Social Trust Aware Item Recommendation for Implicit Feedback.
J. Comput. Sci. Technol., 2015

Improving image annotation via ranking-oriented neighbor search and learning-based keyword propagation.
J. Assoc. Inf. Sci. Technol., 2015

Mining and ranking users' intents behind queries.
Inf. Retr. J., 2015

Modeling and Predicting Retweeting Dynamics on Microblogging Platforms.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Multimodal-Based Supervised Learning for Image Search Reranking.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

DTMF: A User Adaptive Model for Hybrid Recommendation.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Combining Positive and Negative Feedbacks with Factored Similarity Matrix for Recommender Systems.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Efficient Influence Maximization Based on Three Degrees of Influence Theory.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Listwise Collaborative Filtering.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Social Tag Relevance Estimation via Ranking-Oriented Neighbour Voting.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

An ensemble method for unbalanced sentiment classification.
Proceedings of the 11th International Conference on Natural Computation, 2015

Analysis of Subjective City Happiness Index Based on Large Scale Microblog Data.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

Sleep Quality Evaluation of Active Microblog Users.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

Location Sensitive Friend Recommendation in Social Network.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

Learning Similarity Functions for Urban Events Detection by Mining Hotline Phone Records.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014
VSRank: A Novel Framework for Ranking-Based Collaborative Filtering.
ACM Trans. Intell. Syst. Technol., 2014

A novel machine learning approach to rank web forum posts.
Soft Comput., 2014

Effective and effortless features for popularity prediction in microblogging network.
Proceedings of the 23rd International World Wide Web Conference, 2014

An Efficient Influence Maximization Algorithm to Discover Influential Users in Micro-blog.
Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Recommendation based on weighted social trusts and item relationships.
Proceedings of the Symposium on Applied Computing, 2014

Social Media as Sensor in Real World: Geolocate User with Microblog.
Proceedings of the Natural Language Processing and Chinese Computing, 2014

DPMFNeg: A Dynamically Integrated Model for Collaborative Filtering.
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

Recommendation Based on Frequent N-adic Concepts.
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

Popularity Prediction in Microblogging Network.
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

2013
Learning to recommend with multi-faceted trust in social networks.
Proceedings of the 22nd International World Wide Web Conference, 2013

Ranking-oriented nearest-neighbor based method for automatic image annotation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

A Comprehensive Method for Text Summarization Based on Latent Semantic Analysis.
Proceedings of the Natural Language Processing and Chinese Computing, 2013

Understanding Temporal Intent of User Query Based on Time-Based Query Classification.
Proceedings of the Natural Language Processing and Chinese Computing, 2013

2012
Learning to summarize web image and text mutually.
Proceedings of the International Conference on Multimedia Retrieval, 2012

Multi-document summarization of product reviews.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Adapting vector space model to ranking-based collaborative filtering.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Learning to rank for hybrid recommendation.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Learning to recommend with social relation ensemble.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Semantically coherent image annotation with a learning-based keyword propagation strategy.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Image annotation by incorporating word correlations into multi-class SVM.
Soft Comput., 2011

Results selection diversity for web image retrieval.
Int. J. Comput. Math., 2011

A hybrid relevant-diverse approach for image re-ranking with multiple features.
Int. J. Comput. Math., 2011

Dynamically Modeling Semantic Dependencies in Web Forum Threads.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Web Intelligence, 2011

Actions in Still Web Images: Visualization, Detection and Retrieval.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Active learning through notes data in Flickr: an effortless training data acquisition approach for object localization.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Summarizing web forum threads based on a latent topic propagation process.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

What is happening in a still picture?
Proceedings of the First Asian Conference on Pattern Recognition, 2011

2010
Formal behavior modeling and effective automatic refinement.
Inf. Sci., 2010

Evolving choice structures for genetic programming.
Inf. Process. Lett., 2010

An immune programming-based ranking function discovery approach for effective information retrieval.
Expert Syst. Appl., 2010

Learning to Detect Web Spam by Genetic Programming.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Web page publication time detection and its application for page rank.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

A hybrid unsupervised image re-ranking approach with latent topic contents.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Dual-ranking for web image retrieval.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Directly optimizing evaluation measures in learning to rank based on the clonal selection algorithm.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
A cross-language focused crawling algorithm based on multiple relevance prediction strategies.
Comput. Math. Appl., 2009

Semantic Structural Similarity Measure for Clustering XML Documents.
Proceedings of the Web Information Systems and Mining, International Conference, 2009

A Novel Method of Score Level Fusion Using Multiple Impressions for Fingerprint Verification.
Proceedings of the IEEE International Conference on Systems, 2009

Learning to rank using evolutionary computation: immune programming or genetic programming?
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
A Self-Organizing Map Algorithm for the Traveling Salesman Problem.
Proceedings of the Fourth International Conference on Natural Computation, 2008

A Hopfield-Type Neural Network for Haplotype Assembly Problem.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Automated Construction Chinese Domain Ontology from Wikipedia.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Fingerprint Scaling.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008

Hierarchical Document Classification Based on a Backtracking Algorithm.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

Clustering Deep Web Databases Semantically.
Proceedings of the Information Retrieval Technology, 2008

Finding and Using the Content Texts of HTML Pages.
Proceedings of the Information Retrieval Technology, 2008

An Effective Relevance Prediction Algorithm Based on Hierarchical Taxonomy for Focused Crawling.
Proceedings of the Information Retrieval Technology, 2008

2007
Self-adaptive Lagrange Relaxation Algorithm for Aggregated Multicast.
Proceedings of the SOFSEM 2007: Theory and Practice of Computer Science, 2007

Rotation Invariant Image Classification based on MPEG-7 Homogeneous Texture Descriptor.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

An Improved Ant Colony Optimization for the Maximum Clique Problem.
Proceedings of the Third International Conference on Natural Computation, 2007

The Ontology Model Based on Fuzzy Description Logic.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

Semantics Retrieval by Fuzzy Spatial Context of Image Objects.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

Query Relaxing Based on Ontology and Users_ Behavior in Service Discovery.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

An Improved Shark-Search Algorithm Based on Multi-information.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2006
An Improved Simulated Annealing Algorithm for the Maximum Independent Set Problem.
Proceedings of the Intelligent Computing, 2006

Fuzzy Similarity from Conceptual Relations.
Proceedings of The 1st IEEE Asia-Pacific Services Computing Conference, 2006

An Efficient Algorithm for Web Services Composition with a Chain Data Structure.
Proceedings of The 1st IEEE Asia-Pacific Services Computing Conference, 2006

An Efficient Approach to Web Services Discovery and Composition when Large Scale Services are Available.
Proceedings of The 1st IEEE Asia-Pacific Services Computing Conference, 2006

2005
Retrieving Digital Artifacts from Digital Libraries Semantically.
Proceedings of the Advances in Intelligent Computing, 2005

2002
Knowledge Management Support for Cooperative Research.
Proceedings of the Intelligent Information Processing, 2002

Knowledge Management: System Architectures, Main Functions, and Implementing Techniques.
Proceedings of the Engineering and Deployment of Cooperative Information Systems, 2002

2000
A Practical Algorithm for the Minimum Rectilinear Steiner Tree.
J. Comput. Sci. Technol., 2000

1999
An efficient parallel graph edge matching algorithm and its applications.
J. Comput. Sci. Technol., 1999

1994
An <i>O(k</i> <sup>2</sup>n<sup>2</sup>) algorithm to find a <i>k</i> -partition in a <i>k</i> -connected graph.
J. Comput. Sci. Technol., 1994

1993
Efficient parallel algorithms for some graph theory problems.
J. Comput. Sci. Technol., 1993


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