Yuan Fang

2026

doi dblp
G-TRAC: Graph-textual Representations Alignment for Cold-start Recommendations.
Li-Yang Chang|Yuan Fang|Ming-Feng Tsai|Chuan-Ju Wang
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi dblp
Time-Aware Adaptive Side Information Fusion for Sequential Recommendation.
Jie Luo|Wenyu Zhang|Xinming Zhang|Yuan Fang
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026
doi dblp
Prompt Tuning without Labeled Samples for Zero-Shot Node Classification in Text-Attributed Graphs.
Sethupathy Parameswaran|Suresh Sundaram|Yuan Fang
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

2025

doi dblp
Unified Molecule Pre-training with Flexible 2D and 3D Modalities: Single and Paired Modality Integration.
Tengwei Song|Min Wu|Yuan Fang
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Retrieval Augmented Generation for Dynamic Graph Modeling.
Yuxia Wu|Lizi Liao|Yuan Fang
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
A Contrastive Framework with User, Item and Review Alignment for Recommendation.
Hoang V. Dong|Yuan Fang|Hady W. Lauw
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
An Aspect Performance-aware Hypergraph Neural Network for Review-based Recommendation.
Junrui Liu|Tong Li|Di Wu|Zifang Tang|Yuan Fang|Zhen Yang
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation.
Xingtong Yu|Zechuan Gong|Chang Zhou|Yuan Fang|Hui Zhang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Few-Shot Learning on Graphs: From Meta-Learning to LLM-empowered Pre-Training and Beyond.
Yuan Fang|Yuxia Wu|Xingtong Yu|Shirui Pan
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Collaborative Cross-modal Fusion with Large Language Model for Recommendation.
Zhongzhou Liu|Hao Zhang|Kuicai Dong|Yuan Fang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Diffusion-based Negative Sampling on Graphs for Link Prediction.
Trung-Kien Nguyen|Yuan Fang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
On the Feasibility of Simple Transformer for Dynamic Graph Modeling.
Yuxia Wu|Yuan Fang|Lizi Liao
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
MultiGPrompt for Multi-Task Pre-Training and Prompting on Graphs.
Xingtong Yu|Chang Zhou|Yuan Fang|Xinming Zhang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Lecture-style Tutorial: Towards Graph Foundation Models.
Chuan Shi|Cheng Yang|Yuan Fang|Lichao Sun|Philip S. Yu
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Mitigating Popularity Bias for Users and Items with Fairness-centric Adaptive Recommendation.
Zhongzhou Liu|Yuan Fang|Min Wu
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 3
doi dblp
Voucher Abuse Detection with Prompt-based Fine-tuning on Graph Neural Networks.
Zhihao Wen|Yuan Fang|Yihan Liu|Yang Guo|Shuji Hao
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting.
Zhihao Wen|Yuan Fang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks.
Zemin Liu|Xingtong Yu|Yuan Fang|Xinming Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Link Prediction on Latent Heterogeneous Graphs.
Trung-Kien Nguyen|Zemin Liu|Yuan Fang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
On Size-Oriented Long-Tailed Graph Classification of Graph Neural Networks.
Zemin Liu|Qiheng Mao|Chenghao Liu|Yuan Fang|Jianling Sun
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
TREND: TempoRal Event and Node Dynamics for Graph Representation Learning.
Zhihao Wen|Yuan Fang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Contrastive Pre-Training of GNNs on Heterogeneous Graphs.
Xunqiang Jiang|Yuanfu Lu|Yuan Fang|Chuan Shi
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Topic-aware Heterogeneous Graph Neural Network for Link Prediction.
Siyong Xu|Cheng Yang|Chuan Shi|Yuan Fang|Yuxin Guo|Tianchi Yang|Luhao Zhang|Maodi Hu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Meta-Inductive Node Classification across Graphs.
Zhihao Wen|Yuan Fang|Zemin Liu
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

doi dblp
Semi-supervised Co-Clustering on Attributed Heterogeneous Information Networks.
Yugang Ji|Chuan Shi|Yuan Fang|Xiangnan Kong|Mingyang Yin
Information Processing and Management 2020 Volume 57 Issue 6
doi dblp
TPR: Text-aware Preference Ranking for Recommender Systems.
Yu-Neng Chuang|Chih-Ming Chen|Chuan-Ju Wang|Ming-Feng Tsai|Yuan Fang|Ee-Peng Lim
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Towards Locality-Aware Meta-Learning of Tail Node Embeddings on Networks.
Zemin Liu|Wentao Zhang|Yuan Fang|Xinming Zhang|Steven C. H. Hoi
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
BiANE: Bipartite Attributed Network Embedding.
Wentao Huang|Yuchen Li|Yuan Fang|Ju Fan|Hongxia Yang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2012

doi dblp
Confidence-aware graph regularization with heterogeneous pairwise features.
Yuan Fang|Bo-June Paul Hsu|Kevin Chen-Chuan Chang
The 35th International ACM SIGIR conference on research and development in Information Retrieval, SIGIR '12, Portland, OR, USA, August 12-16, 2012

2011

doi dblp
Searching patterns for relation extraction over the web: rediscovering the pattern-relation duality.
Yuan Fang|Kevin Chen-Chuan Chang
Proceedings of the Forth International Conference on Web Search and Web Data Mining, WSDM 2011, Hong Kong, China, February 9-12, 2011