Dongxiao He

2026

doi dblp
KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models.
Zirui Chen|Xin Wang|Zhao Li|Wenbin Guo|Dongxiao He|Yanbing Li|Wushour Silamu
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.
doi dblp
Unveiling Backdoor Propagation in Graphs: Neuron-Centric Defense Mechanisms.
Di Jin|Bingdao Feng|Xiaobao Wang|Yuxiang Zhang|Zechuan Zhang|Liang Yang|Dongxiao He|Zhen Wang
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.
doi dblp
LEDA: Latent Semantic Distribution Alignment for Multi-domain Graph Pre-training.
Lianze Shan|Jitao Zhao|Dongxiao He|Siqi Liu|Jiaxu Cui|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.
doi dblp
Topology-Aware Feature Sorting Enables Universal Modeling on Homophilic and Heterophilic Graphs.
Yi Wang|Jitao Zhao|Dongxiao He|Jia Li|Yuxiao Huang|Zhiyong Feng
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.
doi dblp
Integrated Mixture of Neighborhood and Community Experts for Graph-Based Fraud Detection.
Zhizhi Yu|Di Jin|Dongxiao He|Wenhuan Lu|Jianguo Wei
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.
doi dblp
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.

2025

doi dblp
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
doi dblp
LLGformer: Learnable Long-range Graph Transformer for Traffic Flow Prediction.
Di Jin|Cuiying Huo|Jiayi Shi|Dongxiao He|Jianguo Wei|Philip S. Yu
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Str-GCL: Structural Commonsense Driven Graph Contrastive Learning.
Dongxiao He|Yongqi Huang|Jitao Zhao|Xiaobao Wang|Zhen Wang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp
GAUSS: GrAph-customized Universal Self-Supervised Learning.
Liang Yang|Weixiao Hu|Jizhong Xu|Runjie Shi|Dongxiao He|Chuan Wang|Xiaochun Cao|Zhen Wang|Bingxin Niu|Yuanfang Guo
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Graph Contrastive Learning Reimagined: Exploring Universality.
Jiaming Zhuo|Can Cui|Kun Fu|Bingxin Niu|Dongxiao He|Chuan Wang|Yuanfang Guo|Zhen Wang|Xiaochun Cao|Liang Yang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

doi dblp
Graph Neural Networks without Propagation.
Liang Yang|Qiuliang Zhang|Runjie Shi|Wenmiao Zhou|Bingxin Niu|Chuan Wang|Xiaochun Cao|Dongxiao He|Zhen Wang|Yuanfang Guo
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Graph Neural Networks Beyond Compromise Between Attribute and Topology.
Liang Yang|Wenmiao Zhou|Weihang Peng|Bingxin Niu|Junhua Gu|Chuan Wang|Xiaochun Cao|Dongxiao He
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Inflation Improves Graph Neural Networks.
Dongxiao He|Rui Guo|Xiaobao Wang|Di Jin|Yuxiao Huang|Wenjun Wang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Graph Neural Network for Higher-Order Dependency Networks.
Di Jin|Yingli Gong|Zhiqiang Wang|Zhizhi Yu|Dongxiao He|Yuxiao Huang|Wenjun Wang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2020

doi dblp
Modeling with Node Popularities for Autonomous Overlapping Community Detection.
Di Jin|Bingyi Li|Pengfei Jiao|Dongxiao He|Hongyu Shan|Weixiong Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2020 Volume 11 Issue 3

2019

doi dblp
Emotional Contagion-Based Social Sentiment Mining in Social Networks by Introducing Network Communities.
Xiaobao Wang|Di Jin|Mengquan Liu|Dongxiao He|Katarzyna Musial|Jianwu Dang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
A Novel Generative Topic Embedding Model by Introducing Network Communities.
Di Jin|Jiantao Huang|Pengfei Jiao|Liang Yang|Dongxiao He|Françoise Fogelman-Soulié|Yuxiao Huang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2014

doi dblp
The (un)supervised detection of overlapping communities as well as hubs and outliers via (bayesian) NMF.
Xiaochun Cao|Xiao Wang|Di Jin|Yixin Cao|Dongxiao He
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume