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Reinforcement Routing on Proximity Graph for Efficient Recommendation


Jan 23, 2022
Chao Feng, Defu Lian, Xiting Wang, Zheng liu, Xing Xie, Enhong Chen

* Accepted by TOIS 

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Online Allocation with Two-sided Resource Constraints


Dec 28, 2021
Qixin Zhang, Wenbing Ye, Zaiyi Chen, Haoyuan Hu, Enhong Chen, Yang Yu

* 33 pages 

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VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction


Dec 08, 2021
Dan Li, Yang Yang, Hongyin Tang, Jingang Wang, Tong Xu, Wei Wu, Enhong Chen


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Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness


Oct 24, 2021
Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong

* Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI-21}, 2021 

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Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering


Sep 13, 2021
Jin Chen, Binbin Jin, Xu Huang, Defu Lian, Kai Zheng, Enhong Chen


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DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis


Aug 27, 2021
Shulan Ruan, Yong Zhang, Kun Zhang, Yanbo Fan, Fan Tang, Qi Liu, Enhong Chen

* 10 pages, 6 figures 

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SIFN: A Sentiment-aware Interactive Fusion Network for Review-based Item Recommendation


Aug 18, 2021
Kai Zhang, Hao Qian, Qi Liu, Zhiqiang Zhang, Jun Zhou, Jianhui Ma, Enhong Chen

* 5 pages, 3 figures 

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LadRa-Net: Locally-Aware Dynamic Re-read Attention Net for Sentence Semantic Matching


Aug 06, 2021
Kun Zhang, Guangyi Lv, Le Wu, Enhong Chen, Qi Liu, Meng Wang

* Accpeted by IEEE Transactions on Neural Networks and Learning Systems 

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DGA-Net Dynamic Gaussian Attention Network for Sentence Semantic Matching


Jun 09, 2021
Kun Zhang, Guangyi Lv, Meng Wang, Enhong Chen

* Accepted by CICAI2021 

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GraphMI: Extracting Private Graph Data from Graph Neural Networks


Jun 05, 2021
Zaixi Zhang, Qi Liu, Zhenya Huang, Hao Wang, Chengqiang Lu, Chuanren Liu, Enhong Chen

* 7 pages, 6 figures, accepted by IJCAI'21 

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A Survey of Knowledge Tracing


Jun 01, 2021
Qi Liu, Shuanghong Shen, Zhenya Huang, Enhong Chen, Yonghe Zheng

* 20 pages 

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Estimating Fund-Raising Performance for Start-up Projects from a Market Graph Perspective


May 27, 2021
Likang Wu, Zhi Li, Hongke Zhao, Qi Liu, Enhong Chen

* accepted by Pattern Recognition 

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XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction


Apr 22, 2021
Runlong Yu, Yuyang Ye, Qi Liu, Zihan Wang, Chunfeng Yang, Yucheng Hu, Enhong Chen


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Towards Variable-Length Textual Adversarial Attacks


Apr 16, 2021
Junliang Guo, Zhirui Zhang, Linlin Zhang, Linli Xu, Boxing Chen, Enhong Chen, Weihua Luo


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LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search


Feb 08, 2021
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu

* Accepted to ICASSP 21 

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Drug Package Recommendation via Interaction-aware Graph Induction


Feb 06, 2021
Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen


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Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis


Jan 27, 2021
Yichao Du, Pengfei Luo, Xudong Hong, Tong Xu, Zhe Zhang, Chao Ren, Yi Zheng, Enhong Chen

* 17 pages, 5 figures, DASFAA 2021 

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Learning the Implicit Semantic Representation on Graph-Structured Data


Jan 16, 2021
Likang Wu, Zhi Li, Hongke Zhao, Qi Liu, Jun Wang, Mengdi Zhang, Enhong Chen

* 16 pages, DASFAA 2021 

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Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing


Jan 15, 2021
Haoyang Bi, Haiping Ma, Zhenya Huang, Yu Yin, Qi Liu, Enhong Chen, Yu Su, Shijin Wang

* Accepted by ICDM'2020 

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Adam revisited: a weighted past gradients perspective


Jan 01, 2021
Hui Zhong, Zaiyi Chen, Chuan Qin, Zai Huang, Vincent W. Zheng, Tong Xu, Enhong Chen

* Front. Comput. Sci. 14, 145309 (2020) 
* Zhong, Hui, et al. "Adam revisited: a weighted past gradients perspective." Frontiers of Computer Science 14.5 (2020): 1-16 

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R$^2$-Net: Relation of Relation Learning Network for Sentence Semantic Matching


Dec 16, 2020
Kun Zhang, Le Wu, Guangyi Lv, Meng Wang, Enhong Chen, Shulan Ruan

* This paper has been accepted to/by AAAI2021 

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Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction


Dec 13, 2020
Kai Zhang, Hao Qian, Qing Cui, Qi Liu, Longfei Li, Jun Zhou, Jianhui Ma, Enhong Chen

* 9 pages, 6 figures, WSDM2021, accepted 

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Sampling-Decomposable Generative Adversarial Recommender


Nov 02, 2020
Binbin Jin, Defu Lian, Zheng Liu, Qi Liu, Jianhui Ma, Xing Xie, Enhong Chen

* Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS2020) 

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Incorporating BERT into Parallel Sequence Decoding with Adapters


Oct 13, 2020
Junliang Guo, Zhirui Zhang, Linli Xu, Hao-Ran Wei, Boxing Chen, Enhong Chen

* NeurIPS 2020 

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Neural Architecture Search with GBDT


Jul 09, 2020
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

* Code is available at https://github.com/renqianluo/GBDT-NAS 

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ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction


Jul 07, 2020
Zhongkai Hao, Chengqiang Lu, Zheyuan Hu, Hao Wang, Zhenya Huang, Qi Liu, Enhong Chen, Cheekong Lee

* 9 pages 

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Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking


Apr 11, 2020
Shi Yin, Shangfei Wang, Xiaoping Chen, Enhong Chen


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Semi-Supervised Neural Architecture Search


Mar 09, 2020
Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Enhong Chen, Tie-Yan Liu

* Code available at https://github.com/renqianluo/SemiNAS 

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Domain Adaption for Knowledge Tracing


Jan 14, 2020
Song Cheng, Qi Liu, Enhong Chen


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