Fanghua Ye

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 58

Top Topics

Benchmark Suite

Community Detection

Nonnegative Matrix Factorization

Conversational Agents

Top Venues

Publications

Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Jiang Yiming, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo César
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality. CoRR (2024)
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Li Ju, Tianru Zhang, Thiemo Voigt
Demo Abstract: Blades: A Unified Benchmark Suite for Byzantine-Resilient in Federated Learning. IoTDI (2024)
Jianhui Pang, Fanghua Ye, Derek F. Wong, Xin He, Wanshun Chen, Longyue Wang
Anchor-based Large Language Models. ACL (Findings) (2024)
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Li Ju, Tianru Zhang, Thiemo Voigt
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning. IoTDI (2024)
Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Jiang Yiming, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo César
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality. ACL (Findings) (2024)
Shenghui Li, Fanghua Ye, Meng Fang, Jiaxu Zhao, Yun-Hin Chan, Edith C.-H. Ngai, Thiemo Voigt
Synergizing Foundation Models and Federated Learning: A Survey. CoRR (2024)
Zihan Zhang, Meng Fang, Fanghua Ye, Ling Chen, Mohammad-Reza Namazi-Rad
Turn-Level Active Learning for Dialogue State Tracking. CoRR (2023)
Zihan Zhang, Meng Fang, Fanghua Ye, Ling Chen, Mohammad-Reza Namazi-Rad
Turn-Level Active Learning for Dialogue State Tracking. EMNLP (2023)
Fanghua Ye, Meng Fang, Shenghui Li, Emine Yilmaz
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting. EMNLP (Findings) (2023)
Fanghua Ye, Zhiyuan Hu, Emine Yilmaz
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process. ACL (1) (2023)
Fanghua Ye, Meng Fang, Shenghui Li, Emine Yilmaz
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting. CoRR (2023)
Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang
Lending Interaction Wings to Recommender Systems with Conversational Agents. NeurIPS (2023)
Shitong Sun, Fanghua Ye, Shaogang Gong
Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking. CoRR (2023)
Fanghua Ye, Zhiyuan Hu, Emine Yilmaz
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process. CoRR (2023)
Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang
Lending Interaction Wings to Recommender Systems with Conversational Agents. CoRR (2023)
Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking Evaluation. SIGDIAL (2022)
Yue Feng, Aldo Lipani, Fanghua Ye, Qiang Zhang, Emine Yilmaz
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking. CoRR (2022)
Fanghua Ye, Xi Wang, Jie Huang, Shenghui Li, Samuel Stern, Emine Yilmaz
MetaASSIST: Robust Dialogue State Tracking with Meta Learning. CoRR (2022)
Fanghua Ye, Xi Wang, Jie Huang, Shenghui Li, Samuel Stern, Emine Yilmaz
MetaASSIST: Robust Dialogue State Tracking with Meta Learning. EMNLP (2022)
Yue Feng, Aldo Lipani, Fanghua Ye, Qiang Zhang, Emine Yilmaz
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking. ACL (1) (2022)
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Thiemo Voigt
Auto-weighted Robust Federated Learning with Corrupted Data Sources. ACM Trans. Intell. Syst. Technol. 13 (5) (2022)
Fanghua Ye, Yue Feng, Emine Yilmaz
ASSIST: Towards Label Noise-Robust Dialogue State Tracking. ACL (Findings) (2022)
Fanghua Ye, Yue Feng, Emine Yilmaz
ASSIST: Towards Label Noise-Robust Dialogue State Tracking. CoRR (2022)
Lu Wang, Yu Song, Hong Huang, Fanghua Ye, Xuanhua Shi, Hai Jin
Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder. CoRR (2021)
Fanghua Ye, Jarana Manotumruksa, Qiang Zhang, Shenghui Li, Emine Yilmaz
Slot Self-Attentive Dialogue State Tracking. CoRR (2021)
Yao Wu, Yu Song, Hong Huang, Fanghua Ye, Xing Xie, Hai Jin
Enhancing Graph Neural Networks via auxiliary training for semi-supervised node classification. Knowl. Based Syst. 220 (2021)
Hong Huang, Yu Song, Fanghua Ye, Xing Xie, Xuanhua Shi, Hai Jin
Multi-Stage Network Embedding for Exploring Heterogeneous Edges. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Fanghua Ye, Jarana Manotumruksa, Qiang Zhang, Shenghui Li, Emine Yilmaz
Slot Self-Attentive Dialogue State Tracking. WWW (2021)
Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking Evaluation. CoRR (2021)
Weibo Hu, Chuan Chen, Fanghua Ye, Zibin Zheng, Yunfei Du
Learning deep discriminative representations with pseudo supervision for image clustering. Inf. Sci. 568 (2021)
Fanghua Ye, Zhiwei Lin, Chuan Chen, Zibin Zheng, Hong Huang
Outlier-Resilient Web Service QoS Prediction. WWW (2021)
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Thiemo Voigt
Auto-weighted Robust Federated Learning with Corrupted Data Sources. CoRR (2021)
Hong Huang, Yu Song, Fanghua Ye, Xing Xie, Xuanhua Shi, Hai Jin
Multi-Stage Network Embedding for Exploring Heterogeneous Edges. CoRR (2021)
Jie Huang, Fanghua Ye, Xu Chen
A Game Generative Network Framework with its Application to Relationship Inference. CoRR (2020)
Rong-Hua Li, Lu Qin, Fanghua Ye, Guoren Wang, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, Zibin Zheng
Finding skyline communities in multi-valued networks. VLDB J. 29 (6) (2020)
Fanghua Ye, Zhiwei Lin, Chuan Chen, Zibin Zheng, Hong Huang, Emine Yilmaz
Outlier Resilient Collaborative Web Service QoS Prediction. CoRR (2020)
Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz
Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling. EMNLP (Findings) (2020)
Jie Huang, Chuan Chen, Fanghua Ye, Weibo Hu, Zibin Zheng
Nonuniform Hyper-Network Embedding with Dual Mechanism. ACM Trans. Inf. Syst. 38 (3) (2020)
Fanghua Ye, Chuan Chen, Zhiyuan Wen, Zibin Zheng, Wuhui Chen, Yuren Zhou
Homophily Preserving Community Detection. IEEE Trans. Neural Networks Learn. Syst. 31 (8) (2020)
Lu Wang, Yu Song, Hong Huang, Fanghua Ye, Xuanhua Shi, Hai Jin
Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder. DASFAA (2) (2020)
Jie Huang, Chuan Chen, Fanghua Ye, Jiajing Wu, Zibin Zheng, Guohui Ling
Hyper2vec: Biased Random Walk for Hyper-network Embedding. DASFAA (3) (2019)
Fanghua Ye, Chuan Chen, Zibin Zheng, Rong-Hua Li, Jeffrey Xu Yu
Discrete Overlapping Community Detection with Pseudo Supervision. ICDM (2019)
Weibo Hu, Chuan Chen, Fanghua Ye, Zibin Zheng, Guohui Ling
Nonnegative Spectral Clustering for Large-Scale Semi-supervised Learning. DASFAA (3) (2019)
Yuzheng Li, Chuan Chen, Fanghua Ye, Zibin Zheng, Guohui Ling
A Semi-supervised Classification Approach for Multiple Time-Varying Networks with Total Variation. DASFAA (3) (2019)
Li Rui Jie, Fanghua Ye, Shaoan Xie, Chuan Chen, Zibin Zheng
Digging into it: Community detection via hidden attributes analysis. Neurocomputing 331 (2019)
Pairui Li, Chuan Chen, Wujie Zheng, Yuetang Deng, Fanghua Ye, Zibin Zheng
STD: An Automatic Evaluation Metric for Machine Translation Based on Word Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. 27 (10) (2019)
Lin Meng, Yuxiang Ren, Jiawei Zhang, Fanghua Ye, Philip S. Yu
Deep Heterogeneous Social Network Alignment. CogMI (2019)
Zhiwei Lin, Fanghua Ye, Chuan Chen, Zibin Zheng
BGN: Identifying Influential Nodes in Complex Networks via Backward Generating Networks. IEEE Access 6 (2018)
Jie Zhang, Jiajing Wu, Yongxiang Xia, Fanghua Ye
Measuring Cohesion of Software Systems Using Weighted Directed Complex Networks. ISCAS (2018)
Fanghua Ye, Chuan Chen, Zibin Zheng
Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection. CIKM (2018)
Fanghua Ye, Chuan Chen, Jie Zhang, Jiajing Wu, Zibin Zheng
An Adaptive Semi-local Algorithm for Node Ranking in Large Complex Networks. ICSOC (2018)
Jiali Dong, Fanghua Ye, Wuhui Chen, Jiajing Wu
Identifying Influential Nodes in Complex Networks via Semi-Local Centrality. ISCAS (2018)
Fanghua Ye, Shenghui Li, Zhiwei Lin, Chuan Chen, Zibin Zheng
Adaptive Affinity Learning for Accurate Community Detection. ICDM (2018)
Rong-Hua Li, Lu Qin, Fanghua Ye, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, Zibin Zheng
Skyline Community Search in Multi-valued Networks. SIGMOD Conference (2018)
Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou
Identifying Influential Individuals on Large-Scale Social Networks: A Community Based Approach. IEEE Access 6 (2018)
Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou
Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A Community-Based Approach. ICSOC (2017)
Fanghua Ye, Zibin Zheng, Chuan Chen, Yuren Zhou
DC-RSF: A Dynamic and Customized Reputation System Framework for Joint Cloud Computing. ICDCS Workshops (2017)
Zibin Zheng, Fanghua Ye, Rong-Hua Li, Guohui Ling, Tan Jin
Finding weighted k-truss communities in large networks. Inf. Sci. 417 (2017)