Cheng Yang

2025

doi dblp
Invariant debiasing learning for recommendation via biased imputation.
Ting Bai|Weijie Chen|Cheng Yang|Chuan Shi
Information Processing and Management 2025 Volume 62 Issue 3
doi dblp
Efficient Multi-task Prompt Tuning for Recommendation.
Ting Bai|Le Huang|Yue Yu|Cheng Yang|Cheng Hou|Zhe Zhao|Chuan Shi
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 4
doi dblp
Data-centric Prompt Tuning for Dynamic Graphs.
Yufei Peng|Cheng Yang|Zhengjie Fan|Chuan Shi
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
Full-Atom Protein-Protein Interaction Prediction via Atomic Equivariant Attention Network.
Chunchen Wang|Cheng Yang|Wenchuan Yang|Le Song|Chuan Shi
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
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

2024

doi dblp
Group-to-group recommendation with neural graph matching.
Chunchen Wang|Wei Wang|Cheng Yang|Chuan Shi|Ruobing Xie|Yuanfu Lu|Haili Yang|Xu Zhang
World Wide Web (WWW) 2024 Volume 27 Issue 2
doi dblp
Non-autoregressive personalized bundle generation.
Wenchuan Yang|Cheng Yang|Jichao Li|Yuejin Tan|Xin Lu|Chuan Shi
Information Processing and Management 2024 Volume 61 Issue 5
doi dblp
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
doi dblp
GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks.
Mengmei Zhang|Mingwei Sun|Peng Wang|Shen Fan|Yanhu Mo|Xiaoxiao Xu|Hong Liu|Cheng Yang|Chuan Shi
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Endowing Pre-trained Graph Models with Provable Fairness.
Zhongjian Zhang|Mengmei Zhang|Yue Yu|Cheng Yang|Jiawei Liu|Chuan Shi
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
Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks.
Chuan Shi|George Tsatsaronis|Yijian Liu|Hongyi Zhang|Cheng Yang|Ao Li|Yugang Ji|Luhao Zhang|Tao Li|Jinyu Yang|Tianyu Zhao|Juan Yang|Hai Huang|Chuan Shi|George Tsatsaronis
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
GammaGL: A Multi-Backend Library for Graph Neural Networks.
Yaoqi Liu|Cheng Yang|Tianyu Zhao|Hui Han|Siyuan Zhang|Jing Wu|Guangyu Zhou|Hai Huang|Hui Wang|Chuan Shi
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
Knowledge-Adaptive Contrastive Learning for Recommendation.
Hao Wang|Yao Xu|Cheng Yang|Chuan Shi|Xin Li|Ning Guo|Zhiyuan Liu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Learning to Distill Graph Neural Networks.
Cheng Yang|Yuxin Guo|Yao Xu|Chuan Shi|Jiawei Liu|Chunchen Wang|Xin Li|Ning Guo|Hongzhi Yin
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
A Post-Training Framework for Improving Heterogeneous Graph Neural Networks.
Cheng Yang|Xumeng Gong|Chuan Shi|Philip S. Yu
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
MiDTD: A Simple and Effective Distillation Framework for Distantly Supervised Relation Extraction.
Rui Li|Cheng Yang|Tingwei Li|Sen Su
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 4
doi dblp
OpenHGNN: An Open Source Toolkit for Heterogeneous Graph Neural Network.
Hui Han|Tianyu Zhao|Cheng Yang|Hongyi Zhang|Yaoqi Liu|Xiao Wang|Chuan Shi
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
A Dual-Expert Framework for Event Argument Extraction.
Rui Li|Wenlin Zhao|Cheng Yang|Sen Su
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Co-clustering Interactions via Attentive Hypergraph Neural Network.
Tianchi Yang|Cheng Yang|Luhao Zhang|Chuan Shi|Maodi Hu|Huaijun Liu|Tao Li|Dong Wang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network.
Tianyu Zhao|Cheng Yang|Yibo Li|Quan Gan|Zhenyi Wang|Fengqi Liang|Huan Zhao|Yingxia Shao|Xiao Wang|Chuan Shi
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Few-shot Link Prediction in Dynamic Networks.
Cheng Yang|Chunchen Wang|Yuanfu Lu|Xumeng Gong|Chuan Shi|Wei Wang|Xu Zhang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

doi dblp
Neural Information Diffusion Prediction with Topic-Aware Attention Network.
Hao Wang|Cheng Yang|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
Package Recommendation with Intra- and Inter-Package Attention Networks.
Chen Li|Yuanfu Lu|Wei Wang|Chuan Shi|Ruobing Xie|Haili Yang|Cheng Yang|Xu Zhang|Leyu Lin
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework.
Cheng Yang|Jiawei Liu|Chuan Shi
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Graph neural news recommendation with long-term and short-term interest modeling.
Linmei Hu|Chen Li|Chuan Shi|Cheng Yang|Chao Shao
Information Processing and Management 2020 Volume 57 Issue 2

2017

doi dblp
A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories.
Cheng Yang|Maosong Sun|Wayne Xin Zhao|Zhiyuan Liu|Edward Y. Chang
ACM Transactions on Information Systems (TOIS) 2017 Volume 35 Issue 4