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Secure Your Ride: Real-time Matching Success Rate Prediction for Passenger-Driver Pairs


Sep 14, 2021
Yuandong Wang, Hongzhi Yin, Lian Wu, Tong Chen, Chunyang Liu

* This article is accepted as a regular paper in an upcoming issue of the Transactions on Knowledge and Data Engineering 

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Lightweight Self-Attentive Sequential Recommendation


Aug 25, 2021
Yang Li, Tong Chen, Peng-Fei Zhang, Hongzhi Yin


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Exploiting Positional Information for Session-based Recommendation


Jul 09, 2021
Ruihong Qiu, Zi Huang, Tong Chen, Hongzhi Yin


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Attribute-aware Explainable Complementary Clothing Recommendation


Jul 04, 2021
Yang Li, Tong Chen, Zi Huang


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Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation


Jun 30, 2021
Yang Li, Tong Chen, Hongzhi Yin, Zi Huang


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Learning Elastic Embeddings for Customizing On-Device Recommenders


Jun 04, 2021
Tong Chen, Hongzhi Yin, Yujia Zheng, Zi Huang, Yang Wang, Meng Wang

* To appear in KDD'21 

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Learning to Ask Appropriate Questions in Conversational Recommendation


May 11, 2021
Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng

* to be published in SIGIR'2021 

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DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation


May 07, 2021
Lei Guo, Li Tang, Tong Chen, Lei Zhu, Quoc Viet Hung Nguyen, Hongzhi Yin

* The 30th International Joint Conference on Artificial Intelligence, 2021 

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Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning


Apr 11, 2021
Tong Chen, Hongzhi Yin, Jie Ren, Zi Huang, Xiangliang Zhang, Hao Wang

* Manuscript is under review 

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Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling


Apr 11, 2021
Tong Chen, Hongzhi Yin, Xiangliang Zhang, Zi Huang, Yang Wang, Meng Wang

* Manuscript is under review 

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Fast-adapting and Privacy-preserving Federated Recommender System


Apr 09, 2021
Qinyong Wang, Hongzhi Yin, Tong Chen, Junliang Yu, Alexander Zhou, Xiangliang Zhang


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Hierarchical Hyperedge Embedding-based Representation Learning for Group Recommendation


Mar 24, 2021
Lei Guo, Hongzhi Yin, Tong Chen, Xiangliang Zhang, Kai Zheng


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Graph Embedding for Recommendation against Attribute Inference Attacks


Jan 29, 2021
Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Lizhen Cui, Xiangliang Zhang


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Knowledge Graph Completion with Text-aided Regularization


Jan 22, 2021
Tong Chen, Sirou Zhu, Yiming Wen, Zhaomin Zheng


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FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection


Jan 08, 2021
Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang

* To appear in JBHI 

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Passenger Mobility Prediction via Representation Learning for Dynamic Directed and Weighted Graph


Jan 04, 2021
Yuandong Wang, Hongzhi Yin, Tong Chen, Chunyang Liu, Ben Wang, Tianyu Wo, Jie Xu


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Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning


Dec 01, 2020
Ming Lu, Tong Chen, Dandan Ding, Fengqing Zhu, Zhan Ma


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Compiling ONNX Neural Network Models Using MLIR


Oct 01, 2020
Tian Jin, Gheorghe-Teodor Bercea, Tung D. Le, Tong Chen, Gong Su, Haruki Imai, Yasushi Negishi, Anh Leu, Kevin O'Brien, Kiyokuni Kawachiya, Alexandre E. Eichenberger

* 8 pages 

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Recognizing Micro-expression in Video Clip with Adaptive Key-frame Mining


Sep 19, 2020
Min Peng, Chongyang Wang, Yuan Gao, Tao Bi, Tong Chen, Yu Shi, Xiang-Dong Zhou

* Submitted for Review in IEEE Transactions on Affective Computing 

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Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction


Jun 02, 2020
Hongxu Chen, Hongzhi Yin, Xiangguo Sun, Tong Chen, Bogdan Gabrys, Katarzyna Musial

* To appear in KDD'20 

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Polynomial Optimization for Bounding Lipschitz Constants of Deep Networks


Feb 10, 2020
Tong Chen, Jean-Bernard Lasserre, Victor Magron, Edouard Pauwels

* 24 pages, 10 figures, 2 tables 

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Learned Video Compression via Joint Spatial-Temporal Correlation Exploration


Dec 13, 2019
Haojie Liu, Han shen, Lichao Huang, Ming Lu, Tong Chen, Zhan Ma


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Sequence-Aware Factorization Machines for Temporal Predictive Analytics


Nov 18, 2019
Tong Chen, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li, Xiaofang Zhou

* To appear in ICDE'20, Dallas, Texas, USA. Code link updated 

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Learned Point Cloud Geometry Compression


Sep 26, 2019
Jianqiang Wang, Hao Zhu, Zhan Ma, Tong Chen, Haojie Liu, Qiu Shen

* 13 pages 

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Collaborative Policy Learning for Open Knowledge Graph Reasoning


Aug 31, 2019
Cong Fu, Tong Chen, Meng Qu, Woojeong Jin, Xiang Ren


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