Publications of CREDIT Center


2020

B. Yang, X. Cao, J. Bassey, X. Li, and L. Qian (2020). “Computation Offloading in Multi-Access Edge Computing Networks: A Multi-Task Learning Approach”, IEEE Transactions on Mobile Computing.

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B. Yang, X. Cao, X. Li, C. Yuen, and L. Qian (2020). “Lessons Learned from Accident of Autonomous Vehicle Testing: An Edge Learning-aided Offloading Framework”, IEEE Wireless Communications Letters.

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J. Bassey, X. Li, and L. Qian (2020). “Device Authentication Codes based on RF Fingerprinting using Deep Learning”, arXiv:2004.08742, submitted to IEEE Transactions on Information Forensics & Security.

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C. Kotteti, X. Dong, and L. Qian (2020). “Ensemble Deep Learning on Time-Series Representation of Tweets for Rumor Detection in Social Media, arXiv:2004.12500, submitted to Progress in Artificial Intelligence.

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D. Adesina, J. Bassey, and L. Qian (2020). “Practical Deep Radio Frequency Spectrum Learning for Future Wireless Communications Systems", submitted to IEEE Access.

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O. Fagbohungbe, S. Reza, X. Dong, L. Qian (2020). “Efficient Privacy Preserving Edge Computing Framework for Image Classification”, submitted to IEEE Access.

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X. Cao, Z. Song, B. Yang, L. Qian, Z. Han (2020). “Full-Duplex MAC in LAA/Wi-Fi Coexistence Networks: Design, Modeling and Analysis”, IEEE Transactions on Wireless Communications.

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B. Yang, X. Cao, X. Li, Q. Zhang, and L. Qian (2020). “Mobile Edge Computing based Hierarchical Machine Learning Tasks Distribution for Industrial Internet-of-Things", IEEE Internet-of-Things Journal, Vol. 7, No. 3, pp.2169-2180, March 2020.

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X. Cao, Z. Song, B. Yang, M. ElMossallamy, L. Qian, and Zhu Han (2020). “A Distributed Ambient Backscatter MAC Protocol for Internet-of-Things Networks”, IEEE Internet-of-Things Journal, Vol. 7, No. 2, pp.1488-1501, Feb 2020.

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X. Dong, S. Chowdhury, U. Victor, X. Li, L. Qian (2020). “Cell Type Identification from Single-Cell Transcriptomic Data via Semi-supervised Learning”, arXiv:2005.03994, submitted to Bioinformatics.

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2019

M. Feng, L. Qian, H. Xu (2019). “Multi-Autonomous Robot Enhanced Ad-hoc Network under Uncertain and Vulnerable Environment”, IEICE Transactions, Vol.E102-B, No.10, Oct. 2019.

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B. Yang, X. Cao, Z. Han, and L. Qian (2019). "A Machine Learning Enabled MAC Framework for Heterogeneous Internet-of-Things Networks." IEEE Transactions on Wireless Communications, 18(7), 2019.

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S. O. Bamgbose, X. Li, and L. Qian (2019). “Neural Network Based Nonlinear Adaptive Controller Design for a Class of Bilinear System”, IET Cognitive Computation and Systems.

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B. Li, L. Qian, D. Qiao, S. Shao (2019). “MAC for the Next Generation Networks in Unlicensed Band”,Mobile Networks and Applications. .

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X. Dong, S. Chowdhury, L. Qian, X. Li, Y. Guan, J. Yang, and Q. Yu (2019). “Deep learning for named entity recognition on Chinese electronic medical records: combining deep transfer learning with multitask bi-directional lstm rnn,” PLoS ONE 14(5): e0216046. .

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S. O. Bamgbose, X. Li, and L. Qian (2019). “Trajectory tracking control optimization with neural network for autonomous vehicles,” Advances in Science, Technology and Engineering Systems Journal, Vol. 4, No. 1, pp.217-224. .

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X. Dong, H. Wu, Y. Yan, and L. Qian (2019). "Hierarchical Transfer Convolutional Neural Networks for Image Classification", IEEE International Conference on Big Data, Dec 9-12, Los Angeles, CA. .

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X. Cao, Z. Song, B. Yang, X. Du, L. Qian, and Z. Han (2019). “Deep Reinforcement Learning MAC for Backscatter Communication Relying on Wi-Fi Architecture”, IEEE Global Communications Conference (GLOBECOM), Dec 9-13, Waikoloa, HI, USA. .

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N.R. Ranasinghe, L. Huang, T. Clee and J. Kemp (2019). “A machine learning approach to discriminate between explosions and earthquakes,” AGU 2019.

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C. Kotteti, X. Dong, and L. Qian (2019). "Rumor Detection on Time-Series of Tweets via Deep Learning", IEEE Military Communications Conference (Milcom), Nov 12-14, Norfolk, VA, USA.

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D. Adesina, J. Bassey, and L. Qian (2019). "Practical Radio Frequency Learning for Future Wireless Communication Systems",IEEE Military Communications Conference (Milcom), Nov 12-14, Norfolk, VA, USA.

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D. Adesina, O. Adagunodo, X. Dong, and L. Qian (2019). "Aircraft Location Prediction Using Deep Learning", IEEE Military Communications Conference (Milcom), Nov 12-14, Norfolk, VA, USA.

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Z. Zhou, L. Qian, and H. Xu (2019). "Intelligent Decentralized Dynamic Power Allocation in MANET at Tactical Edge based on Mean-Field Game Theory", IEEE Military Communications Conference (Milcom), Nov 12-14, Norfolk, VA, USA.

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I. Khatri, X. Dong, J. Attia and L. Qian (2019). “Short-term Load Forecasting on Smart Meter via Deep Learning,” 51st North American Power Symposium(NAPS), October 13-15, Wichita, Kansas, USA.

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L. Huang (2019). “Full Waveform Inversion Performance Analysis on GPU Clusters,” OpenMPCon 2019, Auckland, New Zealand, Sep. 10, 2019.

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H. Wu, Z. Zhou, M. Feng, Y. Yan, H. Xu, and L. Qian (2019). “Real-time Single Object Detection on The UAV,”International Conference on Unmanned Aircraft Systems, ICUAS'19, June 11-14, Atlanta, GA, USA.

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B. Yang, X. Cao, X. Li, T. Kroecker, and L. Qian (2019). “Joint Communication and Computing Optimization for Hierarchical Machine Learning Task Distribution”, IEEE Symposium on Computers and Communications (ISCC 2019), June 30 - July 3, Barcelona, Spain.

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J. Bassey, D. Adesina, X. Li, L. Qian, A. Aved, T. Kroecker (2019). “Intrusion Detection for IoT Devices based on RF Fingerprinting using Deep Learning”, The Fourth International Conference on Fog and Mobile Edge Computing (FMEC 2019), June 10-13, Rome, Italy.

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J. Bassey, X. Li, and L. Qian (2019). “An Experimental Study of Multi-Layer Multi-Valued Neural Network”, The 2nd International Conference on Data Intelligence and Security (ICDIS 2019)

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B. Yang, X. Cao, J. Bassey, X. Li, T. Kroecker, and L. Qian (2019). “Computation Offloading in Multi-Access Edge Computing Networks: A Multi-Task Learning Approach”, IEEE International Conference on Communications (ICC 2019), May 20-24, Shanghai, China.

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B. Yang, H. Wu, X. Cao, X. Li, T. Kroecker, Z. Han, and L. Qian (2019). “Intelli-Eye: An UAV Tracking System with Optimized Machine Learning Tasks Offloading,” IEEE International Conference on Computer Communications (INFOCOM) Workshop 2019, Apr 29-May 2, Paris, France.

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X. Cao, Z. Song, B. Yang, M. ElMossallamy, L. Qian, and Z. Han (2019). “A Distributed MAC Using Wi-Fi to Assist Sporadic Backscatter Communications,” IEEE International Conference on Computer Communications (INFOCOM) Workshop 2019, Apr 29-May 2, Paris, France.

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2018


2017


2016


2015