Fanghua Ye

Fanghua Ye

University College London

H-index: 17

Europe-United Kingdom

About Fanghua Ye

Fanghua Ye, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at University College London, specializes in the field of Conversational AI, Graph Mining, Natural Language Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Benchmarking LLMs via Uncertainty Quantification

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

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

Anchor-based Large Language Models

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

Lending Interaction Wings to Recommender Systems with Conversational Agents

Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process

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

Fanghua Ye Information

University

Position

___

Citations(all)

881

Citations(since 2020)

862

Cited By

209

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

21

i10Index(since 2020)

21

Email

University Profile Page

University College London

Google Scholar

View Google Scholar Profile

Fanghua Ye Skills & Research Interests

Conversational AI

Graph Mining

Natural Language Processing

Top articles of Fanghua Ye

Title

Journal

Author(s)

Publication Date

Benchmarking LLMs via Uncertainty Quantification

arXiv preprint arXiv:2401.12794

Fanghua Ye

Mingming Yang

Jianhui Pang

Longyue Wang

Derek F Wong

...

2024/1/23

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

arXiv preprint arXiv:2401.08350

Jianhui Pang

Fanghua Ye

Longyue Wang

Dian Yu

Derek F Wong

...

2024/1/16

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

Shenghui Li

Edith Ngai

Fanghua Ye

Li Ju

Tianru Zhang

...

2024

Anchor-based Large Language Models

arXiv preprint arXiv:2402.07616

Jianhui Pang

Fanghua Ye

Derek F Wong

Longyue Wang

2024/2/12

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

arXiv preprint arXiv:2310.09716

Fanghua Ye

Meng Fang

Shenghui Li

Emine Yilmaz

2023/10/15

Lending Interaction Wings to Recommender Systems with Conversational Agents

Advances in Neural Information Processing Systems

Jiarui Jin

Xianyu Chen

Fanghua Ye

Mengyue Yang

Yue Feng

...

2024/2/13

Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process

arXiv preprint arXiv:2305.12594

Fanghua Ye

Zhiyuan Hu

Emine Yilmaz

2023/5/21

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

arXiv preprint arXiv:2312.08924

Shitong Sun

Fanghua Ye

Shaogang Gong

2023/12/14

Turn-Level Active Learning for Dialogue State Tracking

arXiv preprint arXiv:2310.14513

Zihan Zhang

Meng Fang

Fanghua Ye

Ling Chen

Mohammad-Reza Namazi-Rad

2023/10/23

Dynamic schema graph fusion network for multi-domain dialogue state tracking

arXiv preprint arXiv:2204.06677

Yue Feng

Aldo Lipani

Fanghua Ye

Qiang Zhang

Emine Yilmaz

2022/4/14

ASSIST: Towards label noise-robust dialogue state tracking

arXiv preprint arXiv:2202.13024

Fanghua Ye

Yue Feng

Emine Yilmaz

2022/2/26

Condita: A state machine like architecture for multimodal task bots

Jerome Ramos

To Eun Kim

Zhengxiang Shi

Xiao Fu

Fanghua Ye

...

2021

MetaASSIST: Robust Dialogue State Tracking with Meta Learning

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Fanghua Ye

Xi Wang

Jie Huang

Shenghui Li

Samuel Stern

...

2022/10/22

Auto-weighted robust federated learning with corrupted data sources

ACM Transactions on Intelligent Systems and Technology (TIST)

Shenghui Li

Edith Ngai

Fanghua Ye

Thiemo Voigt

2022/6/10

Outlier-resilient web service QoS prediction

Fanghua Ye

Zhiwei Lin

Chuan Chen

Zibin Zheng

Hong Huang

2021/4/19

Slot self-attentive dialogue state tracking

Fanghua Ye

Jarana Manotumruksa

Qiang Zhang

Shenghui Li

Emine Yilmaz

2021/4/19

Multiwoz 2.4: A multi-domain task-oriented dialogue dataset with essential annotation corrections to improve state tracking evaluation

arXiv preprint arXiv:2104.00773

Fanghua Ye

Jarana Manotumruksa

Emine Yilmaz

2021/4/1

Learning deep discriminative representations with pseudo supervision for image clustering

Information Sciences

Weibo Hu

Chuan Chen

Fanghua Ye

Zibin Zheng

Yunfei Du

2021/8/1

Enhancing graph neural networks via auxiliary training for semi-supervised node classification

Knowledge-Based Systems

Yao Wu

Yu Song

Hong Huang

Fanghua Ye

Xing Xie

...

2021/5/23

A Game Generative Network Framework with its Application to Relationship Inference

arXiv preprint arXiv:2001.03758

Jie Huang

Fanghua Ye

Xu Chen

2020/1/11

See List of Professors in Fanghua Ye University(University College London)

Co-Authors

H-index: 66
Xiaokui Xiao

Xiaokui Xiao

National University of Singapore

H-index: 39
Emine Yilmaz

Emine Yilmaz

University College London

H-index: 28
Meng Fang

Meng Fang

Technische Universiteit Eindhoven

H-index: 12
Jarana Manotumruksa

Jarana Manotumruksa

University College London

H-index: 10
Jie Huang

Jie Huang

University of Illinois at Urbana-Champaign

H-index: 9
Jiarui Jin

Jiarui Jin

Shanghai Jiao Tong University

academic-engine