Fanghua Ye

81 papers A* 12A 3B 1C 2Journal 45Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
On-Policy Supervised Fine-Tuning for Efficient Reasoning.
CoRR
Anhao Zhao, Ziyang Chen, Junlong Tong, Yingqi Fan, Fanghua Ye, Shuhao Li, Yunpu Ma, Wenjie Li, Xiaoyu Shen
2025 J jnl
ATTS: Asynchronous Test-Time Scaling via Conformal Prediction.
CoRR
Jing Xiong, Qiujiang Chen, Fanghua Ye, Zhongwei Wan, Chuanyang Zheng, Chenyang Zhao, Hui Shen, Alexander Hanbo Li, Chaofan Tao, Haochen Tan, Haoli Bai, Lifeng Shang, Lingpeng Kong, Ngai Wong
2025 — conf
Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment.
EMNLP (Findings)
Jiahuan Pei, Fanghua Ye, Xin Sun, Wentao Deng, Koen V. Hindriks, Junxiao Wang
2025 J jnl
Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment.
CoRR
Jiahuan Pei, Fanghua Ye, Xin Sun, Wentao Deng, Koen V. Hindriks, Junxiao Wang
2025 A* conf
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation.
ICML
Jing Xiong, Jianghan Shen, Chuanyang Zheng, Zhongwei Wan, Chenyang Zhao, Chiwun Yang, Fanghua Ye, Hongxia Yang, Lingpeng Kong, Ngai Wong
2025 J jnl
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation.
CoRR
Jing Xiong, Jianghan Shen, Chuanyang Zheng, Zhongwei Wan, Chenyang Zhao, Chiwun Yang, Fanghua Ye, Hongxia Yang, Lingpeng Kong, Ngai Wong
2025 J jnl
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models.
Trans. Assoc. Comput. Linguistics
Jianhui Pang, Fanghua Ye, Derek Fai Wong, Dian Yu, Shuming Shi, Zhaopeng Tu, Longyue Wang
2025 J jnl
SkipGPT: Dynamic Layer Pruning Reinvented with Token Awareness and Module Decoupling.
CoRR
Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Zhiwei Fei, Hui Su, Xiaoyu Shen
2025 A* conf
SkipGPT: Each Token is One of a Kind.
ICML
Anhao Zhao, Fanghua Ye, Yingqi Fan, Junlong Tong, Jing Xiong, Zhiwei Fei, Hui Su, Xiaoyu Shen
2025 A* conf
UNComp: Can Matrix Entropy Uncover Sparsity? - A Compressor Design from an Uncertainty-Aware Perspective.
EMNLP
Jing Xiong, Jianghan Shen, Fanghua Ye, Chaofan Tao, Zhongwei Wan, Jianqiao Lu, Xun Wu, Chuanyang Zheng, Zhijiang Guo, Min Yang, Lingpeng Kong, Ngai Wong
2025 — conf
Understanding Large Language Model Vulnerabilities to Social Bias Attacks.
ACL (1)
Jiaxu Zhao, Meng Fang, Fanghua Ye, Ke Xu, Qin Zhang, Joey Tianyi Zhou, Mykola Pechenizkiy
2024 — conf
Anchor-based Large Language Models.
ACL (Findings)
Jianhui Pang, Fanghua Ye, Derek F. Wong, Xin He, Wanshun Chen, Longyue Wang
2024 J jnl
Anchor-based Large Language Models.
CoRR
Jianhui Pang, Fanghua Ye, Derek F. Wong, Longyue Wang
2024 — conf
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality.
ACL (Findings)
Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Yiming Jiang, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo César
2024 J jnl
Autonomous Workflow for Multimodal Fine-Grained Training Assistants Towards Mixed Reality.
CoRR
Jiahuan Pei, Irene Viola, Haochen Huang, Junxiao Wang, Moonisa Ahsan, Fanghua Ye, Yiming Jiang, Yao Sai, Di Wang, Zhumin Chen, Pengjie Ren, Pablo César
2024 A* conf
Benchmarking LLMs via Uncertainty Quantification.
NeurIPS
Fanghua Ye, Mingming Yang, Jianhui Pang, Longyue Wang, Derek F. Wong, Emine Yilmaz, Shuming Shi, Zhaopeng Tu
2024 J jnl
Benchmarking LLMs via Uncertainty Quantification.
CoRR
Fanghua Ye, Mingming Yang, Jianhui Pang, Longyue Wang, Derek F. Wong, Emine Yilmaz, Shuming Shi, Zhaopeng Tu
2024 — conf
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning.
IoTDI
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Li Ju, Tianru Zhang, Thiemo Voigt
2024 J jnl
Concept drift adaptation with scarce labels: A novel approach based on diffusion and adversarial learning.
Eng. Appl. Artif. Intell.
Liheng Yuan, Fanghua Ye, Wei Zhou, Wei Yuan, Xinge You
2024 — conf
Demo Abstract: Blades: A Unified Benchmark Suite for Byzantine-Resilient in Federated Learning.
IoTDI
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Li Ju, Tianru Zhang, Thiemo Voigt
2024 J jnl
PEFT-as-an-Attack! Jailbreaking Language Models during Federated Parameter-Efficient Fine-Tuning.
CoRR
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Thiemo Voigt
2024 J jnl
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models.
CoRR
Jianhui Pang, Fanghua Ye, Longyue Wang, Dian Yu, Derek F. Wong, Shuming Shi, Zhaopeng Tu
2024 J jnl
Semi-supervised anomaly detection with contamination-resilience and incremental training.
Eng. Appl. Artif. Intell.
Liheng Yuan, Fanghua Ye, Heng Li, Chenhao Zhang, Cuiying Gao, Chengqing Yu, Wei Yuan, Xinge You
2024 J jnl
Synergizing Foundation Models and Federated Learning: A Survey.
CoRR
Shenghui Li, Fanghua Ye, Meng Fang, Jiaxu Zhao, Yun-Hin Chan, Edith C. H. Ngai, Thiemo Voigt
2024 J jnl
UNComp: Uncertainty-Aware Long-Context Compressor for Efficient Large Language Model Inference.
CoRR
Jing Xiong, Jianghan Shen, Fanghua Ye, Chaofan Tao, Zhongwei Wan, Jianqiao Lu, Xun Wu, Chuanyang Zheng, Zhijiang Guo, Lingpeng Kong, Ngai Wong
2024 J jnl
UTMGAT: a unified transformer with memory encoder and graph attention networks for multidomain dialogue state tracking.
Appl. Intell.
Muhammad Asif Khan, Bhuyan Kaibalya Prasad, Guilin Qi, Wei Song, Fanghua Ye, Zafar Ali, Irfan Ullah, Pavlos Kefalas
2024 J jnl
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation.
CoRR
Zixuan Li, Jing Xiong, Fanghua Ye, Chuanyang Zheng, Xun Wu, Jianqiao Lu, Zhongwei Wan, Xiaodan Liang, Chengming Li, Zhenan Sun, Lingpeng Kong, Ngai Wong
2024 A* conf
Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism.
EMNLP
Anhao Zhao, Fanghua Ye, Jinlan Fu, Xiaoyu Shen
2024 J jnl
Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism.
CoRR
Anhao Zhao, Fanghua Ye, Jinlan Fu, Xiaoyu Shen
2023 — conf
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting.
EMNLP (Findings)
Fanghua Ye, Meng Fang, Shenghui Li, Emine Yilmaz
2023 J jnl
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting.
CoRR
Fanghua Ye, Meng Fang, Shenghui Li, Emine Yilmaz
2023 A* conf
Lending Interaction Wings to Recommender Systems with Conversational Agents.
NeurIPS
Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang
2023 J jnl
Lending Interaction Wings to Recommender Systems with Conversational Agents.
CoRR
Jiarui Jin, Xianyu Chen, Fanghua Ye, Mengyue Yang, Yue Feng, Weinan Zhang, Yong Yu, Jun Wang
2023 — conf
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process.
ACL (1)
Fanghua Ye, Zhiyuan Hu, Emine Yilmaz
2023 J jnl
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process.
CoRR
Fanghua Ye, Zhiyuan Hu, Emine Yilmaz
2023 J jnl
Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking.
CoRR
Shitong Sun, Fanghua Ye, Shaogang Gong
2023 A* conf
Turn-Level Active Learning for Dialogue State Tracking.
EMNLP
Zihan Zhang, Meng Fang, Fanghua Ye, Ling Chen, Mohammad-Reza Namazi-Rad
2023 J jnl
Turn-Level Active Learning for Dialogue State Tracking.
CoRR
Zihan Zhang, Meng Fang, Fanghua Ye, Ling Chen, Mohammad-Reza Namazi-Rad
2022 — conf
ASSIST: Towards Label Noise-Robust Dialogue State Tracking.
ACL (Findings)
Fanghua Ye, Yue Feng, Emine Yilmaz
2022 J jnl
ASSIST: Towards Label Noise-Robust Dialogue State Tracking.
CoRR
Fanghua Ye, Yue Feng, Emine Yilmaz
2022 J jnl
Auto-weighted Robust Federated Learning with Corrupted Data Sources.
ACM Trans. Intell. Syst. Technol.
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Thiemo Voigt
2022 — conf
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking.
ACL (1)
Yue Feng, Aldo Lipani, Fanghua Ye, Qiang Zhang, Emine Yilmaz
2022 J jnl
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking.
CoRR
Yue Feng, Aldo Lipani, Fanghua Ye, Qiang Zhang, Emine Yilmaz
2022 A* conf
MetaASSIST: Robust Dialogue State Tracking with Meta Learning.
EMNLP
Fanghua Ye, Xi Wang, Jie Huang, Shenghui Li, Samuel Stern, Emine Yilmaz
2022 J jnl
MetaASSIST: Robust Dialogue State Tracking with Meta Learning.
CoRR
Fanghua Ye, Xi Wang, Jie Huang, Shenghui Li, Samuel Stern, Emine Yilmaz
2022 B conf
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking Evaluation.
SIGDIAL
Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz
2021 J jnl
Auto-weighted Robust Federated Learning with Corrupted Data Sources.
CoRR
Shenghui Li, Edith C. H. Ngai, Fanghua Ye, Thiemo Voigt
2021 J jnl
Enhancing Graph Neural Networks via auxiliary training for semi-supervised node classification.
Knowl. Based Syst.
Yao Wu, Yu Song, Hong Huang, Fanghua Ye, Xing Xie, Hai Jin
2021 J jnl
Learning deep discriminative representations with pseudo supervision for image clustering.
Inf. Sci.
Weibo Hu, Chuan Chen, Fanghua Ye, Zibin Zheng, Yunfei Du
2021 J jnl
Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder.
CoRR
Lu Wang, Yu Song, Hong Huang, Fanghua Ye, Xuanhua Shi, Hai Jin
2021 J jnl
Multi-Stage Network Embedding for Exploring Heterogeneous Edges.
CoRR
Hong Huang, Yu Song, Fanghua Ye, Xing Xie, Xuanhua Shi, Hai Jin
2021 J jnl
Multi-Stage Network Embedding for Exploring Heterogeneous Edges.
ACM Trans. Knowl. Discov. Data
Hong Huang, Yu Song, Fanghua Ye, Xing Xie, Xuanhua Shi, Hai Jin
2021 J jnl
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking Evaluation.
CoRR
Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz
2021 A* conf
Outlier-Resilient Web Service QoS Prediction.
WWW
Fanghua Ye, Zhiwei Lin, Chuan Chen, Zibin Zheng, Hong Huang
2021 A* conf
Slot Self-Attentive Dialogue State Tracking.
WWW
Fanghua Ye, Jarana Manotumruksa, Qiang Zhang, Shenghui Li, Emine Yilmaz
2021 J jnl
Slot Self-Attentive Dialogue State Tracking.
CoRR
Fanghua Ye, Jarana Manotumruksa, Qiang Zhang, Shenghui Li, Emine Yilmaz
2020 J jnl
A Game Generative Network Framework with its Application to Relationship Inference.
CoRR
Jie Huang, Fanghua Ye, Xu Chen
2020 J jnl
Finding skyline communities in multi-valued networks.
VLDB J.
Rong-Hua Li, Lu Qin, Fanghua Ye, Guoren Wang, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, Zibin Zheng
2020 J jnl
Homophily Preserving Community Detection.
IEEE Trans. Neural Networks Learn. Syst.
Fanghua Ye, Chuan Chen, Zhiyuan Wen, Zibin Zheng, Wuhui Chen, Yuren Zhou
2020 — conf
Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder.
DASFAA (2)
Lu Wang, Yu Song, Hong Huang, Fanghua Ye, Xuanhua Shi, Hai Jin
2020 J jnl
Nonuniform Hyper-Network Embedding with Dual Mechanism.
ACM Trans. Inf. Syst.
Jie Huang, Chuan Chen, Fanghua Ye, Weibo Hu, Zibin Zheng
2020 J jnl
Outlier Resilient Collaborative Web Service QoS Prediction.
CoRR
Fanghua Ye, Zhiwei Lin, Chuan Chen, Zibin Zheng, Hong Huang, Emine Yilmaz
2020 — conf
Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling.
EMNLP (Findings)
Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz
2019 — conf
A Semi-supervised Classification Approach for Multiple Time-Varying Networks with Total Variation.
DASFAA (3)
Yuzheng Li, Chuan Chen, Fanghua Ye, Zibin Zheng, Guohui Ling
2019 — conf
Deep Heterogeneous Social Network Alignment.
CogMI
Lin Meng, Yuxiang Ren, Jiawei Zhang, Fanghua Ye, Philip S. Yu
2019 J jnl
Digging into it: Community detection via hidden attributes analysis.
Neurocomputing
Li Rui Jie, Fanghua Ye, Shaoan Xie, Chuan Chen, Zibin Zheng
2019 A* conf
Discrete Overlapping Community Detection with Pseudo Supervision.
ICDM
Fanghua Ye, Chuan Chen, Zibin Zheng, Rong-Hua Li, Jeffrey Xu Yu
2019 — conf
Hyper2vec: Biased Random Walk for Hyper-network Embedding.
DASFAA (3)
Jie Huang, Chuan Chen, Fanghua Ye, Jiajing Wu, Zibin Zheng, Guohui Ling
2019 — conf
Nonnegative Spectral Clustering for Large-Scale Semi-supervised Learning.
DASFAA (3)
Weibo Hu, Chuan Chen, Fanghua Ye, Zibin Zheng, Guohui Ling
2019 J jnl
STD: An Automatic Evaluation Metric for Machine Translation Based on Word Embeddings.
IEEE ACM Trans. Audio Speech Lang. Process.
Pairui Li, Chuan Chen, Wujie Zheng, Yuetang Deng, Fanghua Ye, Zibin Zheng
2018 A* conf
Adaptive Affinity Learning for Accurate Community Detection.
ICDM
Fanghua Ye, Shenghui Li, Zhiwei Lin, Chuan Chen, Zibin Zheng
2018 A conf
An Adaptive Semi-local Algorithm for Node Ranking in Large Complex Networks.
ICSOC
Fanghua Ye, Chuan Chen, Jie Zhang, Jiajing Wu, Zibin Zheng
2018 J jnl
BGN: Identifying Influential Nodes in Complex Networks via Backward Generating Networks.
IEEE Access
Zhiwei Lin, Fanghua Ye, Chuan Chen, Zibin Zheng
2018 A conf
Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection.
CIKM
Fanghua Ye, Chuan Chen, Zibin Zheng
2018 J jnl
Identifying Influential Individuals on Large-Scale Social Networks: A Community Based Approach.
IEEE Access
Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou
2018 C conf
Identifying Influential Nodes in Complex Networks via Semi-Local Centrality.
ISCAS
Jiali Dong, Fanghua Ye, Wuhui Chen, Jiajing Wu
2018 C conf
Measuring Cohesion of Software Systems Using Weighted Directed Complex Networks.
ISCAS
Jie Zhang, Jiajing Wu, Yongxiang Xia, Fanghua Ye
2018 — conf
Skyline Community Search in Multi-valued Networks.
SIGMOD Conference
Rong-Hua Li, Lu Qin, Fanghua Ye, Jeffrey Xu Yu, Xiaokui Xiao, Nong Xiao, Zibin Zheng
2017 — conf
DC-RSF: A Dynamic and Customized Reputation System Framework for Joint Cloud Computing.
ICDCS Workshops
Fanghua Ye, Zibin Zheng, Chuan Chen, Yuren Zhou
2017 A conf
Efficient Influential Individuals Discovery on Service-Oriented Social Networks: A Community-Based Approach.
ICSOC
Fanghua Ye, Jiahao Liu, Chuan Chen, Guohui Ling, Zibin Zheng, Yuren Zhou
2017 J jnl
Finding weighted k-truss communities in large networks.
Inf. Sci.
Zibin Zheng, Fanghua Ye, Rong-Hua Li, Guohui Ling, Tan Jin