Publications

Preprints

  • MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking Evaluation
    Fanghua Ye, Jarana Manotumruksa, and Emine Yilmaz
    Arxiv, 2021
    [Paper] [Data]

  • Auto-Weighted Robust Federated Learning with Corrupted Data Sources
    Shenghui Li, Edith Ngai, Fanghua Ye, and Thiemo Voigt
    Arxiv, 2021
    [Paper]

Book Chapter

  • New Approaches in Multi-View Clustering
    Fanghua Ye, Zitai Chen, Hui Qian, Rui Li, Chuan Chen, and Zibin Zheng
    Recent Applications in Data Clustering, 2018
    [Paper]

Journal Articles

  • Learning Deep Discriminative Representations with Pseudo Supervision for Image Clustering
    Weibo Hu, Chuan Chen, Fanghua Ye, Zibin Zheng, and Yunfei Du
    Information Sciences, 2021

  • Enhancing Graph Neural Networks via Auxiliary Training for Semi-Supervised Node Classification
    Yao Wu, Yu Song, Hong Huang, Fanghua Ye, Xing Xie, and Hai Jin
    Knowledge-Based Systems (KBS), 2021
    [Paper]

  • Multi-Stage Network Embedding for Exploring Heterogeneous Edges
    Hong Huang, Yu Song, Fanghua Ye, Xing Xie, Xuanhua Shi, and Hai Jin
    ACM Transactions on Knowledge Discovery from Data (TKDD), 2020
    [Paper]

  • Nonuniform Hyper-Network Embedding with Dual Mechanism
    Jie Huang, Chuan Chen, Fanghua Ye, Weibo Hu, and Zibin Zheng
    ACM Transactions on Information Systems (TOIS), 2020
    [Paper]

  • Finding Skyline Communities in Multi-Valued Networks
    Rong-Hua Li, Lu Qin, Fanghua Ye, Guoren Wang, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, and Zibin Zheng
    The VLDB Journal (VLDBJ), 2020
    [Paper]

  • Homophily Preserving Community Detection
    Fanghua Ye, Chuan Chen, Zhiyuan Wen, Zibin Zheng, Wuhui Chen, and Yuren Zhou
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
    [Paper] [Code]

  • STD: An Automatic Evaluation Metric for Machine Translation Based on Word Embeddings
    Pairui Li, Chuan Chen, Wujie Zheng, Yuetang Deng, Fanghua Ye, and Zibin Zheng
    IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2019
    [Paper]

  • Digging into It: Community Detection via Hidden Attributes Analysis
    Rui Li, Fanghua Ye, Shaoan Xie, Chuan Chen, and Zibin Zheng
    Neurocomputing, 2019
    [Paper]

  • BGN: Identifying Influential Nodes in Complex Networks via Backward Generating Networks
    Zhiwei Lin, Fanghua Ye, Chuan Chen, and Zibin Zheng
    IEEE Access, 2018
    [Paper]

  • Identifying Influential Individuals on Large-Scale Social Networks: A Community Based Approach
    Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, and Yuren Zhou
    IEEE Access, 2018
    [Paper] [Code]

  • Finding Weighted K-Truss Communities in Large Networks
    Zibin Zheng, Fanghua Ye, Rong-Hua Li, Guohui Ling, and Tan Jin
    Information Sciences, 2017
    [Paper] [Code]

Conference Papers

  • Slot Self-Attentive Dialogue State Tracking
    Fanghua Ye, Jarana Manotumruksa, Qiang Zhang, Shenghui Li, and Emine Yilmaz
    The Web Conference (WWW), 2021
    [Paper] [Code] [Video]

  • Outlier-Resilient Web Service QoS Prediction
    Fanghua Ye, Zhiwei Lin, Chuan Chen, Zibin Zheng, and Hong Huang
    The Web Conference (WWW), 2021
    [Paper] [Code] [Video]

  • Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling
    Fanghua Ye, Jarana Manotumruksa, and Emine Yilmaz
    The Conference on Empirical Methods in Natural Language Processing: Findings (Findings of EMNLP), 2020
    [Paper] [Code]

  • Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder
    Lu Wang, Yu Song, Hong Huang, Fanghua Ye, Xuanhua Shi, and Hai Jin
    International Conference on Database Systems for Advanced Applications (DASFAA), 2020
    [Paper]

  • Discrete Overlapping Community Detection with Pseudo Supervision
    Fanghua Ye, Chuan Chen, Zibin Zheng, Rong-Hua Li, and Jeffrey Xu Yu
    IEEE International Conference on Data Mining (ICDM), 2019
    [Paper] [Code]

  • Deep Heterogeneous Social Network Alignment
    Lin Meng, Yuxiang Ren, Jiawei Zhang, Fanghua Ye, and Philip S. Yu
    IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019
    [Paper]

  • Hyper2vec: Biased Random Walk for Hyper-Network Embedding
    Jie Huang, Chuan Chen, Fanghua Ye, Jiajing Wu, Zibin Zheng, and Guohui Ling
    International Conference on Database Systems for Advanced Applications (DASFAA), 2019 (short)
    [Paper]

  • A Semi-Supervised Classification Approach for Multiple Time-Varying Networks with Total Variation
    Yuzheng Li, Chuan Chen, Fanghua Ye, Zibin Zheng, and Guohui Ling
    International Conference on Database Systems for Advanced Applications (DASFAA), 2019 (short)
    [Paper]

  • Nonnegative Spectral Clustering for Large-Scale Semi-Supervised Learning
    Weibo Hu, Chuan Chen, Fanghua Ye, Zibin Zheng, and Guohui Ling
    International Conference on Database Systems for Advanced Applications (DASFAA), 2019 (short)
    [Paper]

  • Adaptive Affinity Learning for Accurate Community Detection
    Fanghua Ye, Shenghui Li, Zhiwei Lin, Chuan Chen, and Zibin Zheng
    IEEE International Conference on Data Mining (ICDM), 2018 (short)
    [Paper] [Code]

  • Deep Autoencoder-Like Nonnegative Matrix Factorization for Community Detection
    Fanghua Ye, Chuan Chen, and Zibin Zheng
    ACM International Conference on Information and Knowledge Management (CIKM), 2018
    [Paper] [Code]

  • Skyline Community Search in Multi-Valued Networks
    Rong-Hua Li, Lu Qin, Fanghua Ye, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, and Zibin Zheng
    ACM International Conference on Management of Data (SIGMOD), 2018
    [Paper] [Code]

  • An Adaptive Semi-Local Algorithm for Node Ranking in Large Complex Networks
    Fanghua Ye, Chuan Chen, Jie Zhang, Jiajing Wu, and Zibin Zheng
    International Conference on Service-Oriented Computing (ICSOC), 2018 (short)
    [Paper]

  • Identifying Influential Nodes in Complex Networks via Semi-Local Centrality
    Jiali Dong, Fanghua Ye, Wuhui Chen, and Jiajing Wu
    IEEE International Symposium on Circuits and Systems (ISCAS), 2018
    [Paper]

  • Measuring Cohesion of Software Systems Using Weighted Directed Complex Networks
    Jie Zhang, Jiajing Wu, Yongxiang Xia, and Fanghua Ye
    IEEE International Symposium on Circuits and Systems (ISCAS), 2018
    [Paper]

  • Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A Community-Based Approach
    Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, and Yuren Zhou
    International Conference on Service-Oriented Computing (ICSOC), 2017 (short)
    [Paper]

Workshop Paper

  • DC-RSF: A Dynamic and Customized Reputation System Framework for Joint Cloud Computing
    Fanghua Ye, Zibin Zheng, Chuan Chen, and Yuren Zhou
    IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW), 2017
    [Paper]

This page was last updated at 2021-06-02 09:29.