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Self-supervised GANs with Label Augmentation


Jun 16, 2021
Liang Hou, Huawei Shen, Qi Cao, Xueqi Cheng


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Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs


Jun 01, 2021
Zixuan Li, Xiaolong Jin, Saiping Guan, Wei Li, Jiafeng Guo, Yuanzhuo Wang, Xueqi Cheng

* ACL 2021 long paper (main conference) 

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B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval


May 17, 2021
Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Yingyan Li, Xueqi Cheng

* Accepted by SIGIR 2021. arXiv admin note: text overlap with arXiv:2010.10137 

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Link Prediction on N-ary Relational Data Based on Relatedness Evaluation


Apr 21, 2021
Saiping Guan, Xiaolong Jin, Jiafeng Guo, Yuanzhuo Wang, Xueqi Cheng

* Accepted to TKDE 2021 

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Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning


Apr 21, 2021
Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang, Xueqi Cheng

* SIGIR 2021 Full Paper 

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Locate Who You Are: Matching Geo-location to Text for Anchor Link Prediction


Apr 19, 2021
Jiangli Shao, Yongqing Wang, Hao Gao, Huawei Shen, Xueqi Cheng


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Sketch and Customize: A Counterfactual Story Generator


Apr 02, 2021
Changying Hao, Liang Pang, Yanyan Lan, Yan Wang, Jiafeng Guo, Xueqi Cheng


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GCN-ALP: Addressing Matching Collisions in Anchor Link Prediction


Mar 19, 2021
Hao Gao, Yongqing Wang, Shanshan Lyu, Huawei Shen, Xueqi Cheng

* 8 pages, 5figures, ICKG 2020 

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Semantic Models for the First-stage Retrieval: A Comprehensive Review


Mar 12, 2021
Yinqiong Cai, Yixing Fan, Jiafeng Guo, Fei Sun, Ruqing Zhang, Xueqi Cheng


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Learning to Truncate Ranked Lists for Information Retrieval


Mar 01, 2021
Chen Wu, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, Xueqi Cheng


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A Linguistic Study on Relevance Modeling in Information Retrieval


Mar 01, 2021
Yixing Fan, Jiafeng Guo, Xinyu Ma, Ruqing Zhang, Yanyan Lan, Xueqi Cheng


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Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching


Jan 16, 2021
Liang Pang, Yanyan Lan, Xueqi Cheng


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SDGNN: Learning Node Representation for Signed Directed Networks


Jan 07, 2021
Junjie Huang, Huawei Shen, Liang Hou, Xueqi Cheng

* Accepted and to appear at AAAI2021 

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AugSplicing: Synchronized Behavior Detection in Streaming Tensors


Jan 05, 2021
Jiabao Zhang, Shenghua Liu, Wenting Hou, Siddharth Bhatia, Huawei Shen, Wenjian Yu, Xueqi Cheng

* AAAI Conference on Artificial Intelligence (AAAI), 2021 

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Slimmable Generative Adversarial Networks


Dec 15, 2020
Liang Hou, Zehuan Yuan, Lei Huang, Huawei Shen, Xueqi Cheng, Changhu Wang

* Accepted to AAAI 2021 

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Fast Track: Synchronized Behavior Detection in Streaming Tensors


Dec 03, 2020
Jiabao Zhang, Shenghua Liu, Wenting Hou, Siddharth Bhatia, Huawei Shen, Wenjian Yu, Xueqi Cheng

* Accepted at AAAI Conference on Artificial Intelligence (AAAI), 2021 

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Transformation Driven Visual Reasoning


Nov 26, 2020
Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng


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Beyond Language: Learning Commonsense from Images for Reasoning


Oct 10, 2020
Wanqing Cui, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng

* Accepted to EMNLP'20 Findings 

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Query Understanding via Intent Description Generation


Aug 25, 2020
Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, Xueqi Cheng

* Accepted as Long Research Paper in CIKM2020 

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Ranking Enhanced Dialogue Generation


Aug 13, 2020
Changying Hao, Liang Pang, Yanyan Lan, Fei Sun, Jiafeng Guo, Xueqi Cheng

* Accepted at CIKM 2020 

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Graph Convolutional Networks using Heat Kernel for Semi-supervised Learning


Jul 27, 2020
Bingbing Xu, Huawei Shen, Qi Cao, Keting Cen, Xueqi Cheng

* IJCAI2019 

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Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification


Jul 27, 2020
Bingbing Xu, Junjie Huang, Liang Hou, Huawei Shen, Jinhua Gao, Xueqi Cheng

* SIGIR2020 

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Adversarial Immunization for Improving Certifiable Robustness on Graphs


Jul 19, 2020
Shuchang Tao, Huawei Shen, Qi Cao, Liang Hou, Xueqi Cheng


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On the Relation between Quality-Diversity Evaluation and Distribution-Fitting Goal in Text Generation


Jul 03, 2020
Jianing Li, Yanyan Lan, Jiafeng Guo, Xueqi Cheng

* 16 pages, 7 figures. Accepted by ICML2020 

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