Fanzhen Liu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Ant Colony Optimization

Community Detection

Social Networks

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu
A Comprehensive Survey on Community Detection With Deep Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Xiaoxiao Ma, Ruikun Li, Fanzhen Liu, Kaize Ding, Jian Yang, Jia Wu
Graph Anomaly Detection with Few Labels: A Data-Centric Approach. KDD (2024)
Jiaqi Dai, Min Jiang, Fanzhen Liu, Ronghua Huang
Personalized Image Aesthetics Assessment Based on Theme and Personality. KSEM (5) (2024)
Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal
DAGAD: Data Augmentation for Graph Anomaly Detection. CoRR (2022)
Fanzhen Liu, Zhao Li, Baokun Wang, Jia Wu, Jian Yang, Jiaming Huang, Yiqing Zhang, Weiqiang Wang, Shan Xue, Surya Nepal, Quan Z. Sheng
eRiskCom: an e-commerce risky community detection platform. VLDB J. 31 (5) (2022)
Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal
DAGAD: Data Augmentation for Graph Anomaly Detection. ICDM (2022)
Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu
A Comprehensive Survey on Community Detection with Deep Learning. CoRR (2021)
Fanzhen Liu, Jia Wu, Shan Xue, Chuan Zhou, Jian Yang, Quanzheng Sheng
Detecting the evolving community structure in dynamic social networks. World Wide Web 23 (2) (2020)
Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Jian Yang, Philip S. Yu
Deep Learning for Community Detection: Progress, Challenges and Opportunities. CoRR (2020)
Sanmin Liu, Shan Xue, Fanzhen Liu, Jieren Cheng, Xiulai Li, Chao Kong, Jia Wu
Microcluster-Based Incremental Ensemble Learning for Noisy, Nonstationary Data Streams. Complex. 2020 (2020)
Fanzhen Liu, Shan Xue, Jia Wu, Chuan Zhou, Wenbin Hu, Cécile Paris, Surya Nepal, Jian Yang, Philip S. Yu
Deep Learning for Community Detection: Progress, Challenges and Opportunities. IJCAI (2020)
Fanzhen Liu, Jia Wu, Chuan Zhou, Jian Yang
Evolutionary Community Detection in Dynamic Social Networks. IJCNN (2019)
Fanzhen Liu, Jiaqi Zhong, Chen Liu, Chao Gao, Xianghua Li
A novel strategy of initializing the population size for ant colony optimization algorithms in TSP. ICNC-FSKD (2017)
Fanzhen Liu, Zhengpeng Chen, Yali Cui, Chen Liu, Xianghua Li, Chao Gao
A hybrid evolutionary algorithm for community detection. WI (2017)
Zhengpeng Chen, Fanzhen Liu, Chao Gao, Xianghua Li, Zili Zhang
An Enhanced Particle Swarm Optimization Based on Physarum Model for Community Detection. ICSI (2) (2017)