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Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum


Oct 05, 2022
Nian Liu, Xiao Wang, Deyu Bo, Chuan Shi, Jian Pei

* This paper has been accepted by NeurIPS 2022 

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Knowledge-Injected Federated Learning


Aug 16, 2022
Zhenan Fan, Zirui Zhou, Jian Pei, Michael P. Friedlander, Jiajie Hu, Chengliang Li, Yong Zhang


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Revealing Unfair Models by Mining Interpretable Evidence


Jul 12, 2022
Mohit Bajaj, Lingyang Chu, Vittorio Romaniello, Gursimran Singh, Jian Pei, Zirui Zhou, Lanjun Wang, Yong Zhang


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Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation


Jun 21, 2022
Shengyao Zhuang, Houxing Ren, Linjun Shou, Jian Pei, Ming Gong, Guido Zuccon, Daxin Jiang

* 6 pages 

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Communication-Efficient Robust Federated Learning with Noisy Labels


Jun 11, 2022
Junyi Li, Jian Pei, Heng Huang

* To appear in KDD 2022 

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Multi-Behavior Sequential Recommendation with Temporal Graph Transformer


Jun 06, 2022
Lianghao Xia, Chao Huang, Yong Xu, Jian Pei

* This paper has been published as a research paper at TKDE 2022 

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Trustworthy Graph Neural Networks: Aspects, Methods and Trends


May 16, 2022
He Zhang, Bang Wu, Xingliang Yuan, Shirui Pan, Hanghang Tong, Jian Pei

* 36 pages, 7 tables, 4 figures 

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Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding


May 07, 2022
Shining Liang, Linjun Shou, Jian Pei, Ming Gong, Wanli Zuo, Xianglin Zuo, Daxin Jiang


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Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction


Apr 18, 2022
Zhonghang Li, Chao Huang, Lianghao Xia, Yong Xu, Jian Pei

* This paper has been published as a full paper at ICDE 2022 

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Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling


Apr 11, 2022
Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Daxin Jiang

* 15 pages 

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