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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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KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision

Oct 21, 2020
Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao

* COLING2020 
* Accepted to COLING2020 

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Pre-trained Language Model Based Active Learning for Sentence Matching

Oct 12, 2020
Guirong Bai, Shizhu He, Kang Liu, Jun Zhao, Zaiqing Nie

* Accepted by the conference of coling 2020 

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Towards Causal Explanation Detection with Pyramid Salient-Aware Network

Sep 24, 2020
Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao

* Accepted to CCL2020 

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FTN: Foreground-Guided Texture-Focused Person Re-Identification

Sep 24, 2020
Donghaisheng Liu, Shoudong Han, Yang Chen, Chenfei Xia, Jun Zhao

* 9 pages,5 figures, 3 tables 

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Event Coreference Resolution via a Multi-loss Neural Network without Using Argument Information

Sep 22, 2020
Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao

* SCIENCE CHINA Information Sciences, Volume 62, Issue 11:212101(2019) 
* Published on SCIENCE CHINA Information Sciences 

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Feature Distillation With Guided Adversarial Contrastive Learning

Sep 21, 2020
Tao Bai, Jinnan Chen, Jun Zhao, Bihan Wen, Xudong Jiang, Alex Kot

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Generating Adversarial yet Inconspicuous Patches with a Single Image

Sep 21, 2020
Jinqi Luo, Tao Bai, Jun Zhao, Bo Li

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MAT: Motion-Aware Multi-Object Tracking

Sep 18, 2020
Shoudong Han, Piao Huang, Hongwei Wang, En Yu, Donghaisheng Liu, Xiaofeng Pan, Jun Zhao

* 13 pages, 10 figures, 4 tables 

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Distantly Supervised Relation Extraction in Federated Settings

Aug 12, 2020
Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao

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Responsive Web User Interface to Recover Training Data from User Gradients in Federated Learning

Jun 08, 2020
Hans Albert Lianto, Yang Zhao, Jun Zhao

* This paper appears in ACM ASIA Conference on Computer and Communications Security (ACMASIACCS) 2020 

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