Yawen Li

2026

IVQ-GNN: Mitigating Performance Gap from Graph Connection Pattern Inconsistency via Vector Quantization.

Di Jin|Yixuan Du|Cuiying Huo|Xiaotong Huang|Ruqiong Zhang|Xiaobao Wang|Yawen Li

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

Generative Data Transformation: From Mixed to Unified Data.

Jiaqing Zhang|Mingjia Yin|Hao Wang|Yuxin Tian|Yuyang Ye|Yawen Li|Wei Guo|Yong Liu|Enhong Chen

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

Towards Graph Foundation Model: Node Feature Transfer Invariant Modeling on General Graphs.

Jitao Zhao|Yi Wang|Yawen Li|Dongxiao He|Di Jin|Zhiyong Feng|Weixiong Zhang

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

CiteLLM: An Agentic Platform for Trustworthy Scientific Reference Discovery.

Mengze Hong|Di Jiang|Chen Jason Zhang|Zichang Guo|Yawen Li|Jun Chen|Shaobo Cui|Zhiyang Su

Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026

Multimodal Peer Review Simulation with Actionable To-Do Recommendations for Community-Aware Manuscript Revisions.

Mengze Hong|Di Jiang|Weiwei Zhao|Yawen Li|Yihang Wang|Xinyuan Luo|Yanjie Sun|Chen Jason Zhang

Companion Proceedings of the ACM Web Conference 2026, WWW Companion 2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026

2025

Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning.

Cuiying Huo|Dongxiao He|Yawen Li|Di Jin|Jianwu Dang|Witold Pedrycz|Lingfei Wu|Weixiong Zhang

ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 1

CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models.

Junze Chen|Xinjie Yang|Cheng Yang|Junfei Bao|Zeyuan Guo|Yawen Li|Chuan Shi

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

Killing Two Birds with One Stone: Unifying Retrieval and Ranking with a Single Generative Recommendation Model.

Luankang Zhang|Kenan Song|Yi Quan Lee|Wei Guo|Hao Wang|Yawen Li|Huifeng Guo|Yong Liu|Defu Lian|Enhong Chen

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

Horizontal Federated Heterogeneous Graph Learning: A Multi-Scale Adaptive Solution to Data Distribution Challenges.

Jia Wang|Yawen Li|Zhe Xue|Yingxia Shao|Zeli Guan|Wenling Li

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

Empowering Federated Graph Rationale Learning with Latent Environments.

Linan Yue|Qi Liu|Yawen Li|Fangzhou Yao|Weibo Gao|Junping Du

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

TD3: Tucker Decomposition Based Dataset Distillation Method for Sequential Recommendation.

Jiaqing Zhang|Mingjia Yin|Hao Wang|Yawen Li|Yuyang Ye|Xingyu Lou|Junping Du|Enhong Chen

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

Federated learning for supervised cross-modal retrieval.

Ang Li|Yawen Li|Yingxia Shao

World Wide Web (WWW) 2024 Volume 27 Issue 4

Calibrating Graph Neural Networks from a Data-centric Perspective.

Cheng Yang|Chengdong Yang|Chuan Shi|Yawen Li|Zhiqiang Zhang|Jun Zhou

Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2022

Scalable Graph Sampling on GPUs with Compressed Graph.

Hongbo Yin|Yingxia Shao|Xupeng Miao|Yawen Li|Bin Cui

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022