Dongsheng Luo

2025

doi dblp
Polynomial Selection in Spectral Graph Neural Networks: An Error-Sum of Function Slices Approach.
Guoming Li|Jian Yang|Shangsong Liang|Dongsheng Luo
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

doi dblp
Shape-aware Graph Spectral Learning.
Junjie Xu|Enyan Dai|Dongsheng Luo|Xiang Zhang|Suhang Wang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
doi dblp
Breaking the Bot Barrier: Evaluating Adversarial AI Techniques Against Multi-Modal Defense Models.
Behzad Ousat|Dongsheng Luo|Amin Kharraz
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
Faithful and Consistent Graph Neural Network Explanations with Rationale Alignment.
Tianxiang Zhao|Dongsheng Luo|Xiang Zhang|Suhang Wang
ACM Transactions on Intelligent Systems and Technology (TIST) 2023 Volume 14 Issue 5
doi dblp
Towards Faithful and Consistent Explanations for Graph Neural Networks.
Tianxiang Zhao|Dongsheng Luo|Xiang Zhang|Suhang Wang
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

2021

doi dblp
Learning to Drop: Robust Graph Neural Network via Topological Denoising.
Dongsheng Luo|Wei Cheng|Wenchao Yu|Bo Zong|Jingchao Ni|Haifeng Chen|Xiang Zhang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

2020

doi dblp
Deep Multi-Graph Clustering via Attentive Cross-Graph Association.
Dongsheng Luo|Jingchao Ni|Suhang Wang|Yuchen Bian|Xiong Bill Yu|Xiang Zhang
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

2019

doi dblp
Constrained Local Graph Clustering by Colored Random Walk.
Yaowei Yan|Yuchen Bian|Dongsheng Luo|Dongwon Lee|Xiang Zhang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019