Fanghua Ye

ScholarGPS® ID: 41514655933715

Affiliation

University College London, London, United Kingdom, United Kingdom

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Complex Network | Social Network | Data Mining

Metrics Summary

Publication Count

Predicted Citations

723

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

Add Delete
UTMGAT: a unified transformer with memory encoder and graph attention networks for multidomain dialogue state tracking (journal article) Khan, Muhammad Asif \| Prasad, Bhuyan Kaibalya \| Qi, Guilin \| Song, Wei \| Ye, Fanghua \| Ali, Zafar \| Ullah, Irfan \| Kefalas, Pavlos Applied Intelligence (2024). 10.1007/s10489-024-05571-2 Cite \| Source
Demo Abstract: Blades: A Unified Benchmark Suite for Byzantine-Resilient in Federated Learning (conference) Li, Shenghui \| Ngai, Edith C.-H. \| Ye, Fanghua \| Ju, Li \| Zhang, Tianru \| Voigt, Thiemo 2024 IEEE/ACM Ninth International Conference on Internet-of-Things Design and Implementation (IoTDI) (2024) Hong Kong, Hong Kong 10.1109/IoTDI61053.2024.00030 Cite \| Source
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning (conference) Li, Shenghui \| Ngai, Edith C.-H. \| Ye, Fanghua \| Ju, Li \| Zhang, Tianru \| Voigt, Thiemo 2024 IEEE/ACM Ninth International Conference on Internet-of-Things Design and Implementation (IoTDI) (2024) Hong Kong, Hong Kong 10.1109/IoTDI61053.2024.00018 Cited by (1) \| Cite \| Source
Auto-weighted Robust Federated Learning with Corrupted Data Sources (journal article) Li, Shenghui \| Ngai, Edith \| Ye, Fanghua \| Voigt, Thiemo ACM Transactions on Intelligent Systems and Technology, volume 13, issue 5, pages 1-20 (2022). 10.1145/3517821 Cited by (13) \| Cite \| Source
Learning deep discriminative representations with pseudo supervision for image clustering (journal article) Hu, Weibo \| Chen, Chuan \| Ye, Fanghua \| Zheng, Zibin \| Du, Yunfei Information Sciences, volume 568 (2021). 10.1016/j.ins.2021.03.066 Cited by (22) \| Cite \| Source
Enhancing Graph Neural Networks via auxiliary training for semi-supervised node classification (journal article) Wu, Yao \| Song, Yu \| Huang, Hong \| Ye, Fanghua \| Xie, Xing \| Jin, Hai Knowledge-Based Systems, volume 220 (2021). 10.1016/j.knosys.2021.106884 Cited by (17) \| Cite \| Source
Slot Self-Attentive Dialogue State Tracking (conference) Ye, Fanghua \| Manotumruksa, Jarana \| Zhang, Qiang \| Li, Shenghui \| Yilmaz, Emine WWW '21: The Web Conference 2021 (2021) Ljubljana Slovenia 10.1145/3442381.3449939 Cited by (26) \| Cite \| Source
Outlier-Resilient Web Service QoS Prediction (conference) Ye, Fanghua \| Lin, Zhiwei \| Chen, Chuan \| Zheng, Zibin \| Huang, Hong WWW '21: The Web Conference 2021 (2021) Ljubljana Slovenia 10.1145/3442381.3449938 Cited by (25) \| Cite \| Source
Multi-Stage Network Embedding for Exploring Heterogeneous Edges (journal article) Huang, Hong \| Song, Yu \| Ye, Fanghua \| Xie, Xing \| Shi, Xuanhua \| Jin, Hai ACM Transactions on Knowledge Discovery from Data, volume 15, issue 1, pages 1-27 (2021). 10.1145/3415157 Cited by (1) \| Cite \| Source
Finding skyline communities in multi-valued networks (journal article) Li, Rong-Hua \| Qin, Lu \| Ye, Fanghua \| Wang, Guoren \| Yu, Jeffrey Xu \| Xiao, Xiaokui \| Xiao, Nong \| Zheng, Zibin The VLDB Journal, volume 29, issue 6, pages 1407-1432 (2020). 10.1007/s00778-020-00618-5 Cited by (6) \| Cite \| Source
Homophily Preserving Community Detection (journal article) Ye, Fanghua \| Chen, Chuan \| Wen, Zhiyuan \| Zheng, Zibin \| Chen, Wuhui \| Zhou, Yuren IEEE Transactions on Neural Networks and Learning Systems, volume 31, issue 8, pages 2903-2915 (2020). 10.1109/TNNLS.2019.2933850 Cited by (26) \| Cite \| Source
Nonuniform Hyper-Network Embedding with Dual Mechanism (journal article) Huang, Jie \| Chen, Chuan \| Ye, Fanghua \| Hu, Weibo \| Zheng, Zibin ACM Transactions on Information Systems, volume 38, issue 3, pages 1-18 (2020). 10.1145/3388924 Cited by (8) \| Cite \| Source
Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder (book chapter) In Database Systems for Advanced Applications Wang, Lu \| Song, Yu \| Huang, Hong \| Ye, Fanghua \| Shi, Xuanhua \| Jin, Hai Springer International Publishing (2020) 10.1007/978-3-030-59416-9_30 Cited by (2) \| Cite \| Source
Deep Heterogeneous Social Network Alignment (conference) Meng, Lin \| Ren, Yuxiang \| Zhang, Jiawei \| Ye, Fanghua \| Yu, Philip S. 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI) (2019) Los Angeles, CA, USA 10.1109/CogMI48466.2019.00015 Cited by (1) \| Cite \| Source
Discrete Overlapping Community Detection with Pseudo Supervision (conference) Ye, Fanghua \| Chen, Chuan \| Zheng, Zibin \| Li, Rong-Hua \| Yu, Jeffrey Xu 2019 IEEE International Conference on Data Mining (ICDM) (2019) Beijing, China 10.1109/ICDM.2019.00081 Cited by (24) \| Cite \| Source
STD: An Automatic Evaluation Metric for Machine Translation Based on Word Embeddings (journal article) Li, Pairui \| Chen, Chuan \| Zheng, Wujie \| Deng, Yuetang \| Ye, Fanghua \| Zheng, Zibin IEEE/ACM Transactions on Audio, Speech, and Language Processing, volume 27, issue 10, pages 1497-1506 (2019). 10.1109/TASLP.2019.2922845 Cited by (10) \| Cite \| Source
Digging into it: Community detection via hidden attributes analysis (journal article) Li, Rui \| Ye, Fanghua \| Xie, Shaoan \| Chen, Chuan \| Zheng, Zibin Neurocomputing, volume 331 (2019). 10.1016/j.neucom.2018.11.059 Cited by (6) \| Cite \| Source
A Semi-supervised Classification Approach for Multiple Time-Varying Networks with Total Variation (book chapter) In Database Systems for Advanced Applications Li, Yuzheng \| Chen, Chuan \| Ye, Fanghua \| Zheng, Zibin \| Ling, Guohui Springer International Publishing (2019) 10.1007/978-3-030-18590-9_40 Cited by (2) \| Cite \| Source
Nonnegative Spectral Clustering for Large-Scale Semi-supervised Learning (book chapter) In Database Systems for Advanced Applications Hu, Weibo \| Chen, Chuan \| Ye, Fanghua \| Zheng, Zibin \| Ling, Guohui Springer International Publishing (2019) 10.1007/978-3-030-18590-9_30 Cited by (2) \| Cite \| Source
Hyper2vec: Biased Random Walk for Hyper-network Embedding (book chapter) In Database Systems for Advanced Applications Huang, Jie \| Chen, Chuan \| Ye, Fanghua \| Wu, Jiajing \| Zheng, Zibin \| Ling, Guohui Springer International Publishing (2019) 10.1007/978-3-030-18590-9_27 Cited by (15) \| Cite \| Source