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Transductive Learning for Unsupervised Text Style Transfer


Sep 16, 2021
Fei Xiao, Liang Pang, Yanyan Lan, Yan Wang, Huawei Shen, Xueqi Cheng

* Accepted at EMNLP 2021 

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Adaptive Information Seeking for Open-Domain Question Answering


Sep 14, 2021
Yunchang Zhu, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng

* Accepted at EMNLP 2021 

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FedMatch: Federated Learning Over Heterogeneous Question Answering Data


Sep 06, 2021
Jiangui Chen, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Xueqi Cheng

* Accepted by CIKM 2021 

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Single Node Injection Attack against Graph Neural Networks


Aug 30, 2021
Shuchang Tao, Qi Cao, Huawei Shen, Junjie Huang, Yunfan Wu, Xueqi Cheng

* Accepted by the CIKM 2021; Code: https://github.com/TaoShuchang/G-NIA 

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Signed Bipartite Graph Neural Networks


Aug 22, 2021
Junjie Huang, Huawei Shen, Qi Cao, Shuchang Tao, Xueqi Cheng

* Accepted and to appear at CIKM2021 

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Toward the Understanding of Deep Text Matching Models for Information Retrieval


Aug 16, 2021
Lijuan Chen, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng


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Are Neural Ranking Models Robust?


Aug 12, 2021
Chen Wu, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Xueqi Cheng


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cGANs with Auxiliary Discriminative Classifier


Jul 22, 2021
Liang Hou, Qi Cao, Huawei Shen, Xueqi Cheng


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CGANs with Auxiliary Discriminative Classifier


Jul 21, 2021
Liang Hou, Qi Cao, Huawei Shen, Xueqi Cheng


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A Discriminative Semantic Ranker for Question Retrieval


Jul 18, 2021
Yinqiong Cai, Yixing Fan, Jiafeng Guo, Ruqing Zhang, Yanyan Lan, Xueqi Cheng

* ICTIR'21 

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Inductive Representation Based Graph Convolution Network for Collaborative Filtering


Jul 12, 2021
Yunfan Wu, Qi Cao, Huawei Shen, Shuchang Tao, Xueqi Cheng


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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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