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RES: A Robust Framework for Guiding Visual Explanation



Yuyang Gao , Tong Steven Sun , Guangji Bai , Siyi Gu , Sungsoo Ray Hong , Liang Zhao

* In Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '22), August 14-18, 2022, Washington, DC, USA 
* Published in KDD 2022 

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Source Localization of Graph Diffusion via Variational Autoencoders for Graph Inverse Problems



Chen Ling , Junji Jiang , Junxiang Wang , Liang Zhao

* 11 pages, accepted by SIGKDD 2022 

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An Invertible Graph Diffusion Neural Network for Source Localization



Junxiang Wang , Junji Jiang , Liang Zhao

* WWW 2022 

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Distributed Graph Neural Network Training with Periodic Historical Embedding Synchronization



Zheng Chai , Guangji Bai , Liang Zhao , Yue Cheng

* Preprint: 18 pages, 7 figures 

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Temporal Domain Generalization with Drift-Aware Dynamic Neural Network



Guangji Bai , Ling Chen , Liang Zhao

* Preprint: 16 pages, 5 figures 

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Logit Normalization for Long-tail Object Detection



Liang Zhao , Yao Teng , Limin Wang


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Task-specific Inconsistency Alignment for Domain Adaptive Object Detection



Liang Zhao , Limin Wang

* Accepted by CVPR2022 

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Disentangled Spatiotemporal Graph Generative Models



Yuanqi Du , Xiaojie Guo , Hengning Cao , Yanfang Ye , Liang Zhao

* In Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) Oral Presentation 

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Interpretable Molecular Graph Generation via Monotonic Constraints



Yuanqi Du , Xiaojie Guo , Amarda Shehu , Liang Zhao

* In SIAM International Conference on Data Mining (SDM22) 

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Black-box Node Injection Attack for Graph Neural Networks



Mingxuan Ju , Yujie Fan , Yanfang Ye , Liang Zhao


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