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Learning on Large-scale Text-attributed Graphs via Variational Inference


Oct 26, 2022
Jianan Zhao, Meng Qu, Chaozhuo Li, Hao Yan, Qian Liu, Rui Li, Xing Xie, Jian Tang


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RAPO: An Adaptive Ranking Paradigm for Bilingual Lexicon Induction


Oct 18, 2022
Zhoujin Tian, Chaozhuo Li, Shuo Ren, Zhiqiang Zuo, Zengxuan Wen, Xinyue Hu, Xiao Han, Haizhen Huang, Denvy Deng, Qi Zhang, Xing Xie

* 9 pages, accepted by EMNLP 2022 

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Test-Time Training for Graph Neural Networks


Oct 17, 2022
Yiqi Wang, Chaozhuo Li, Wei Jin, Rui Li, Jianan Zhao, Jiliang Tang, Xing Xie


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EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing


Aug 31, 2022
Qihua Feng, Peiya Li, Zhixun Lu, Chaozhuo Li, Zefang Wang, Zhiquan Liu, Chunhui Duan, Feiran Huang

* 29 pages 

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Geometric Interaction Augmented Graph Collaborative Filtering


Aug 02, 2022
Yiding Zhang, Chaozhuo Li, Senzhang Wang, Jianxun Lian, Xing Xie


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Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network


Jun 26, 2022
Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim


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Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation


Jun 26, 2022
Jiayan Guo, Peiyan Zhang, Chaozhuo Li, Xing Xie, Yan Zhang, Sunghun Kim

* Under Review 

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Going Deeper into Permutation-Sensitive Graph Neural Networks


May 28, 2022
Zhongyu Huang, Yingheng Wang, Chaozhuo Li, Huiguang He

* Accepted by ICML 2022. Code is publicly available at https://github.com/zhongyu1998/PG-GNN 

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Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation


May 22, 2022
Xinyan Fan, Jianxun Lian, Wayne Xin Zhao, Zheng Liu, Chaozhuo Li, Xing Xie

* 12 pages 

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HousE: Knowledge Graph Embedding with Householder Parameterization


Feb 16, 2022
Rui Li, Jianan Zhao, Chaozhuo Li, Di He, Yiqi Wang, Yuming Liu, Hao Sun, Senzhang Wang, Weiwei Deng, Yanming Shen, Xing Xie, Qi Zhang


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