Liang Yang

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
Generalizable Graph-level Anomaly Detection via Prompted Anomaly Expansion and Normality Extraction.
Ge Zhang|Jiapei Chen|Guohao Sun|Xiu Fang|Zhenyu Yang|Xixun Lin|Liang Yang
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
Multi-Source Information Driven Spatio-Temporal Hypergraph Learning for Traffic Forecasting.
Ping Zhang|Jiayu Leng|Liang Yang|Anchen Li|Xiaochun Cao|Riting Xia
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.

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

2021

doi dblp
Heterogeneous Graph Neural Network via Attribute Completion.
Di Jin|Cuiying Huo|Chundong Liang|Liang Yang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Graph Attention Topic Modeling Network.
Liang Yang|Fan Wu|Junhua Gu|Chuan Wang|Xiaochun Cao|Di Jin|Yuanfang Guo
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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