Fanghua Ye

Orcid: 0009-0003-7861-3894

Affiliations:

University College London, Department of Computer Science, UK
Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China (former)

According to our database¹, Fanghua Ye authored at least 54 papers between 2017 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

UTMGAT: a unified transformer with memory encoder and graph attention networks for multidomain dialogue state tracking.

[BibT_eX]

[DOI]

Muhammad Asif Khan

Bhuyan Kaibalya Prasad

Appl. Intell., September, 2024

Concept drift adaptation with scarce labels: A novel approach based on diffusion and adversarial learning.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

Semi-supervised anomaly detection with contamination-resilience and incremental training.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

UNComp: Uncertainty-Aware Long-Context Compressor for Efficient Large Language Model Inference.

[BibT_eX]

[DOI]

CoRR, 2024

UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Synergizing Foundation Models and Federated Learning: A Survey.

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[DOI]

CoRR, 2024

Anchor-based Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Benchmarking LLMs via Uncertainty Quantification.

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[DOI]

CoRR, 2024

Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Demo Abstract: Blades: A Unified Benchmark Suite for Byzantine-Resilient in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024

Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024

Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Anchor-based Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking.

[BibT_eX]

[DOI]

Shitong Sun

Fanghua Ye

Shaogang Gong

CoRR, 2023

Lending Interaction Wings to Recommender Systems with Conversational Agents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Turn-Level Active Learning for Dialogue State Tracking.

[BibT_eX]

[DOI]

Mohammad-Reza Namazi-Rad

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process.

[BibT_eX]

[DOI]

Fanghua Ye

Zhiyuan Hu

Emine Yilmaz

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Auto-weighted Robust Federated Learning with Corrupted Data Sources.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2022

MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking Evaluation.

[BibT_eX]

[DOI]

Fanghua Ye

Jarana Manotumruksa

Emine Yilmaz

Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

MetaASSIST: Robust Dialogue State Tracking with Meta Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

ASSIST: Towards Label Noise-Robust Dialogue State Tracking.

[BibT_eX]

[DOI]

Fanghua Ye

Yue Feng

Emine Yilmaz

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Multi-Stage Network Embedding for Exploring Heterogeneous Edges.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2021

Enhancing Graph Neural Networks via auxiliary training for semi-supervised node classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Learning deep discriminative representations with pseudo supervision for image clustering.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Slot Self-Attentive Dialogue State Tracking.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Outlier-Resilient Web Service QoS Prediction.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

2020

Finding skyline communities in multi-valued networks.

[BibT_eX]

[DOI]

VLDB J., 2020

Nonuniform Hyper-Network Embedding with Dual Mechanism.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Homophily Preserving Community Detection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Outlier Resilient Collaborative Web Service QoS Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

A Game Generative Network Framework with its Application to Relationship Inference.

[BibT_eX]

[DOI]

Jie Huang

Fanghua Ye

Xu Chen

CoRR, 2020

Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling.

[BibT_eX]

[DOI]

Fanghua Ye

Jarana Manotumruksa

Emine Yilmaz

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

2019

STD: An Automatic Evaluation Metric for Machine Translation Based on Word Embeddings.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Digging into it: Community detection via hidden attributes analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Discrete Overlapping Community Detection with Pseudo Supervision.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

A Semi-supervised Classification Approach for Multiple Time-Varying Networks with Total Variation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Hyper2vec: Biased Random Walk for Hyper-network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Nonnegative Spectral Clustering for Large-Scale Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Deep Heterogeneous Social Network Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019

2018

Identifying Influential Individuals on Large-Scale Social Networks: A Community Based Approach.

[BibT_eX]

[DOI]

IEEE Access, 2018

BGN: Identifying Influential Nodes in Complex Networks via Backward Generating Networks.

[BibT_eX]

[DOI]

IEEE Access, 2018

Skyline Community Search in Multi-valued Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

Measuring Cohesion of Software Systems Using Weighted Directed Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Identifying Influential Nodes in Complex Networks via Semi-Local Centrality.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

An Adaptive Semi-local Algorithm for Node Ranking in Large Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

Adaptive Affinity Learning for Accurate Community Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection.

[BibT_eX]

[DOI]

Fanghua Ye

Chuan Chen

Zibin Zheng

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Finding weighted k-truss communities in large networks.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A Community-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

DC-RSF: A Dynamic and Customized Reputation System Framework for Joint Cloud Computing.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems Workshops, 2017

Fanghua Ye

Timeline

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