De Li

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All published works

Action	Title	Year	Authors
+ PDF Chat	Rethinking the impact of noisy labels in graph classification: A utility and privacy perspective	2024	De Li Xianxian Li Zeming Gan Qiyu Li Bin Qu Jinyan Wang
+ PDF Chat	Rethinking the impact of noisy labels in graph classification: A utility and privacy perspective	2024	De Li Xianxian Li Zeming Gan Qiyu Li Bin Qu Jinyan Wang

Common Coauthors

Coauthor	Papers Together
Xianxian Li	2
Zeming Gan	2
Bin Qu	2
Jinyan Wang	1
Qiyu Li	1
Jinyan Wang	1
Qiyu Li	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Membership Inference Attacks Against Machine Learning Models	2017	Reza Shokri Marco Stronati Congzheng Song Vitaly Shmatikov	1
+	A simple yet effective baseline for non-attributed graph classification	2018	Chen Cai Yusu Wang	1
+	ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models	2019	Ahmed Salem Shuicheng Yan Mathias Humbert Pascal Berrang Mario Fritz Michael Backes	1
+	Open Graph Benchmark: Datasets for Machine Learning on Graphs	2020	Weihua Hu Matthias Fey Marinka Žitnik Yuxiao Dong Hongyu Ren Bowen Liu Michele Catasta Jure Leskovec	1
+ PDF Chat	Privacy Risks of Securing Machine Learning Models against Adversarial Examples	2019	Liwei Song Reza Shokri Prateek Mittal	1
+	Node-Level Membership Inference Attacks Against Graph Neural Networks	2021	Xinlei He Rui Wen Yixin Wu Michael Backes Yun Shen Yang Zhang	1
+ PDF Chat	Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels	2021	Qingqing Long Yilun Jin Yi Wu Guojie Song	1
+ PDF Chat	Multi-Objective Interpolation Training for Robustness to Label Noise	2021	Diego Ortego Eric Arazo Paul Albert Noel E. O’Connor Kevin McGuinness	1
+ PDF Chat	MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation	2021	Sanjay Kariyappa Atul Prakash Moinuddin K. Qureshi	1
+ PDF Chat	Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding	2021	Shimin Di Quanming Yao Yongqi Zhang Lei Chen	1
+ PDF Chat	Learning with Noisy Labels via Sparse Regularization	2021	Xiong Zhou Xianming Liu Chenyang Wang Deming Zhai Junjun Jiang Xiangyang Ji	1
+ PDF Chat	SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation	2022	Jun Xia Lirong Wu Jintao Chen Bozhen Hu Stan Z. Li	1
+ PDF Chat	Generating Simple Directed Social Network Graphs for Information Spreading	2022	Christoph Schweimer Christine Gfrerer Florian Lugstein Dave Pape Jan A. Velimsky Robert Elsässer⋆ Bernhard C. Geiger	1
+ PDF Chat	TGNN: A Joint Semi-supervised Framework for Graph-level Classification	2022	Wei Ju Xiao Luo Meng Qu Yifan Wang Chong Chen Minghua Deng Xian–Sheng Hua Ming Zhang	1
+ PDF Chat	Membership Inference Attacks by Exploiting Loss Trajectory	2022	Yiyong Liu Zhengyu Zhao Michael Backes Yang Zhang	1
+ PDF Chat	Robust Point Cloud Segmentation With Noisy Annotations	2022	Shuquan Ye Dongdong Chen Songfang Han Jing Liao	1
+ PDF Chat	UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning	2022	Nazmul Karim Mamshad Nayeem Rizve Nazanin Rahnavard Ajmal Mian Mubarak Shah	1
+ PDF Chat	Selective-Supervised Contrastive Learning with Noisy Labels	2022	Shikun Li Xiaobo Xia Shiming Ge Tongliang Liu	1
+	Robust Training of Graph Neural Networks via Noise Governance	2023	Siyi Qian Haochao Ying Renjun Hu Jingbo Zhou Jintai Chen Danny Z. Chen Jian Wu	1
+	Learning on Graphs under Label Noise	2023	Jingyang Yuan Xiao Luo Yifang Qin Yusheng Zhao Wei Ju Ming Zhang	1
+ PDF Chat	Towards Semi-Supervised Universal Graph Classification	2023	Xiao Luo Yusheng Zhao Yifang Qin Wei Ju Ming Zhang	1
+ PDF Chat	Label Efficient Regularization and Propagation for Graph Node Classification	2023	Tian Xie Rajgopal Kannan C.‐C. Jay Kuo	1
+	ALEX: Towards Effective Graph Transfer Learning with Noisy Labels	2023	Jingyang Yuan Xiao Luo Yifang Qin Zhengyang Mao Wei Ju Ming Zhang	1
+	Combating Bilateral Edge Noise for Robust Link Prediction	2023	Zhanke Zhou Jiangchao Yao Jiaxu Liu Xiawei Guo Quanming Yao He Li Liang Wang Bo Zheng Bo Han	1
+ PDF Chat	Federated Noisy Client Learning	2023	Kahou Tam Li Li Bo Han Cheng‐Zhong Xu Huazhu Fu	1
+ PDF Chat	Low-Rank Graph Contrastive Learning for Node Classification	2024	Yan-Cheng Wang Shuicheng Yan	1
+ PDF Chat	ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance	2024	Ling-Hao Chen Yuanshuo Zhang Taohua Huang Liangcai Su Zeyi Lin Xi Xiao Xiaobo Xia Tongliang Liu	1