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Adversarial Purification through Representation Disentanglement


Oct 15, 2021
Tao Bai, Jun Zhao, Lanqing Guo, Bihan Wen


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A Relation-Oriented Clustering Method for Open Relation Extraction


Sep 15, 2021
Jun Zhao, Tao Gui, Qi Zhang, Yaqian Zhou

* 12 pages, 6figures, emnlp2021 

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The Logic Traps in Evaluating Post-hoc Interpretations


Sep 12, 2021
Yiming Ju, Yuanzhe Zhang, Zhao Yang, Zhongtao Jiang, Kang Liu, Jun Zhao


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Lifelong Intent Detection via Multi-Strategy Rebalancing


Aug 10, 2021
Qingbin Liu, Xiaoyan Yu, Shizhu He, Kang Liu, Jun Zhao


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Inconspicuous Adversarial Patches for Fooling Image Recognition Systems on Mobile Devices


Jun 29, 2021
Tao Bai, Jinqi Luo, Jun Zhao

* arXiv admin note: substantial text overlap with arXiv:2009.09774 

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MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning


Jun 24, 2021
Chen Liu, Bo Li, Jun Zhao, Ming Su, Xu-Dong Liu

* 8 pages, 7 figures, Accepted at the 30th International Joint Conference on Artificial Intelligence(IJCAI 2021) 

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Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement


Jun 03, 2021
Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen

* Accepted to Findings of ACL 2021 

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LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification


Jun 03, 2021
Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Weihua Peng, Yuguang Chen

* Accepted to ACL 2021 

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Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion


May 28, 2021
Yinyu Lan, Shizhu He, Xiangrong Zeng, Shengping Liu, Kang Liu, Jun Zhao


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TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing


Apr 06, 2021
Tao Gui, Xiao Wang, Qi Zhang, Qin Liu, Yicheng Zou, Xin Zhou, Rui Zheng, Chong Zhang, Qinzhuo Wu, Jiacheng Ye, Zexiong Pang, Yongxin Zhang, Zhengyan Li, Ruotian Ma, Zichu Fei, Ruijian Cai, Jun Zhao, Xinwu Hu, Zhiheng Yan, Yiding Tan, Yuan Hu, Qiyuan Bian, Zhihua Liu, Bolin Zhu, Shan Qin, Xiaoyu Xing, Jinlan Fu, Yue Zhang, Minlong Peng, Xiaoqing Zheng, Yaqian Zhou, Zhongyu Wei, Xipeng Qiu, Xuanjing Huang


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CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge


Mar 03, 2021
Chenhao Wang, Yubo Chen, Zhipeng Xue, Yang Zhou, Jun Zhao

* AAAI 2021 Demonstrations 

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6G Downlink Transmission via Rate Splitting Space Division Multiple Access Based on Grouped Code Index Modulation


Mar 01, 2021
Wenchao Zhai, Yishan Wu, Jun Zhao, Huimei Han


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Recent Advances in Adversarial Training for Adversarial Robustness


Feb 23, 2021
Tao Bai, Jinqi Luo, Jun Zhao, Bihan Wen, Qian Wang


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Spectrum Sharing for 6G Integrated Satellite-Terrestrial Communication Networks Based on NOMA and Cognitive Radio


Jan 27, 2021
Xin Liu, Kwok-Yan Lam, Feng Li, Jun Zhao, Li Wang


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Smart City Enabled by 5G/6G Networks: An Intelligent Hybrid Random Access Scheme


Jan 16, 2021
Huimei Han, Jun Zhao, Wenchao Zhai, Zehui Xiong, Weidang Lu

* arXiv admin note: substantial text overlap with arXiv:2012.13537 

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Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning


Jan 10, 2021
Quoc-Viet Pham, Thien Huynh-The, Mamoun Alazab, Jun Zhao, Won-Joo Hwang

* Published in IEEE Internet of Things Journal (IoTJ) 2020 

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ANL: Anti-Noise Learning for Cross-Domain Person Re-Identification


Dec 27, 2020
Hongliang Zhang, Shoudong Han, Xiaofeng Pan, Jun Zhao

* 12 pages, 6 figures, 6 tables 

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A GCICA Grant-Free Random Access Scheme for M2M Communications in Crowded Massive MIMO Systems


Dec 25, 2020
Huimei Han, Lushun Fang, Weidang Lu, Wenchao Zhai, Ying Li, Jun Zhao


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LSTM-Aided Hybrid Random Access Scheme for 6G Heterogeneous MTC Networks


Dec 25, 2020
Huimei Han, Wenchao Zhai, Weidang Lu, Xinyuan Yang, Liping Qian, Jun Zhao


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Intelligent Reflecting Surface Assisted Anti-Jamming Communications Based on Reinforcement Learning


Dec 23, 2020
Helin Yang, Zehui Xiong, Jun Zhao, Dusit Niyato, Qingqing Wu, Massimo Tornatore, Stefano Secci

* This paper appears in the Proceedings of IEEE Global Communications Conference (GLOBECOM) 2020. A full version appears in IEEE Transactions on Wireless Communications. arXiv:2004.12539 

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A Comprehensive Survey of 6G Wireless Communications


Dec 21, 2020
Yang Zhao, Wenchao Zhai, Jun Zhao, Tinghao Zhang, Sumei Sun, Dusit Niyato, Kwok-Yan Lam


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Privacy and Robustness in Federated Learning: Attacks and Defenses


Dec 07, 2020
Lingjuan Lyu, Han Yu, Xingjun Ma, Lichao Sun, Jun Zhao, Qiang Yang, Philip S. Yu

* arXiv admin note: text overlap with arXiv:2003.02133; text overlap with arXiv:1911.11815 by other authors 

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Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management


Nov 28, 2020
Helin Yang, Jun Zhao, Zehui Xiong, Kwok-Yan Lam, Sumei Sun, Liang Xiao


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Joint Entity and Relation Extraction with Set Prediction Networks


Nov 05, 2020
Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao, Xiangrong Zeng, Shengping Liu


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Recent Advances in Understanding Adversarial Robustness of Deep Neural Networks


Nov 03, 2020
Tao Bai, Jinqi Luo, Jun Zhao

* Initial Draft 

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