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  • Jian Tang
2020

Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning

Liu, C. H., Ma, X., Gao, X. & Tang, J., Jun 1 2020, In : IEEE Transactions on Mobile Computing. 19, 6, p. 1274-1285 12 p., 8676325.

Research output: Contribution to journalArticle

2 Scopus citations

Editorial: Mobile and Ubiquitous Systems: Computing, Networking and Services

Borcea, C., Mao, S. & Tang, J., Apr 1 2020, In : Mobile Networks and Applications. 25, 2, p. 457-458 2 p.

Research output: Contribution to journalEditorial

Open Access

Introduction to the Special Section on Learning-Based Modeling, Management, and Control for Computer and Communication Networks

Tang, J., Zheng, R., Akan, O. B. & Zhang, W., Jan 1 2020, In : IEEE Transactions on Network Science and Engineering. 7, 1, p. 153-154 2 p., 9025276.

Research output: Contribution to journalEditorial

Tradeoff Between Location Quality and Privacy in Crowdsensing: An Optimization Perspective

Zhang, Y., Li, M., Yang, D., Tang, J., Xue, G. & Xu, J., Apr 2020, In : IEEE Internet of Things Journal. 7, 4, p. 3535-3544 10 p., 8988265.

Research output: Contribution to journalArticle

2019

A deep recurrent neural network based predictive control framework for reliable distributed stream data processing

Xu, J., Tang, J., Xu, Z., Yin, C., Kwiat, K. & Kamhoua, C., May 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019. Institute of Electrical and Electronics Engineers Inc., p. 262-272 11 p. 8821032. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium, IPDPS 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A sybil-resistant truth discovery framework for mobile crowdsensing

Lin, J., Yang, D., Wu, K., Tang, J. & Xue, G., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 871-880 10 p. 8884822. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Deep reinforcement learning with applications in transportation

Qin, Z., Tang, J. & Ye, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3201-3202 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Enabling data trustworthiness and user privacy in mobile crowdsensing

Wu, H., Wang, L., Xue, G., Tang, J. & Yang, D., Dec 2019, In : IEEE/ACM Transactions on Networking. 27, 6, p. 2294-2307 14 p., 8884665.

Research output: Contribution to journalArticle

2 Scopus citations

Experience-Driven Congestion Control: When Multi-Path TCP Meets Deep Reinforcement Learning

Xu, Z., Tang, J., Yin, C., Wang, Y. & Xue, G., Jun 1 2019, In : IEEE Journal on Selected Areas in Communications. 37, 6, p. 1325-1336 12 p., 8664598.

Research output: Contribution to journalArticle

12 Scopus citations

How Would you Like Your Packets Delivered? An SDN-Enabled Open Platform for QoS Routing

Gao, C., Rajabian-Schwart, V., Zhang, W., Xue, G. & Tang, J., Jan 22 2019, 2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018. Institute of Electrical and Electronics Engineers Inc., 8624137. (2018 IEEE/ACM 26th International Symposium on Quality of Service, IWQoS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning the Dynamic Treatment Regimes from Medical Registry Data through Deep Q-network

Liu, N., Liu, Y., Logan, B., Xu, Z., Tang, J. & Wang, Y., Dec 1 2019, In : Scientific reports. 9, 1, 1495.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Optimizing location quality in privacy preserving crowdsensing

Zhang, Y., Li, M., Yang, D., Tang, J. & Xue, G., Dec 2019, 2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9014089. (2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

P4PCN: Privacy-preserving path probing for payment channel networks

Yu, R., Wan, Y., Kilari, V. T., Xue, G., Tang, J. & Yang, D., Dec 2019, 2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9014080. (2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Privacy-Preserving and Trustworthy Mobile Sensing with Fair Incentives

Wu, H., Wang, L., Xue, G., Tang, J. & Yang, D., May 2019, 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8761094. (IEEE International Conference on Communications; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Signal-to-noise ratio: A robust distance metric for deep metric learning

Yuan, T., Deng, W., Tang, J., Tang, Y. & Chen, B., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 4810-4819 10 p. 8954078. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations
2018

A Parallel Platform for Fusion of Heterogeneous Stream Data

Zhang, S., Xu, J., Choi, S., Tang, J., Varshney, P. K. & Chen, Z., Sep 5 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. Institute of Electrical and Electronics Engineers Inc., p. 588-594 7 p. 8455777. (2018 21st International Conference on Information Fusion, FUSION 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

A systematic DNN weight pruning framework using alternating direction method of multipliers

Zhang, T., Ye, S., Zhang, K., Tang, J., Wen, W., Fardad, M. & Wang, Y., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 191-207 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11212 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

CoinExpress: A fast payment routing mechanism in blockchain-based payment channel networks

Yu, R., Xue, G., Kilari, V. T., Yang, D. & Tang, J., Oct 9 2018, ICCCN 2018 - 27th International Conference on Computer Communications and Networks. Institute of Electrical and Electronics Engineers Inc., 8487351. (Proceedings - International Conference on Computer Communications and Networks, ICCCN; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Energy-efficient UAV control for effective and fair communication coverage: A deep reinforcement learning approach

Liu, C. H., Chen, Z., Tang, J., Xu, J. & Piao, C., Sep 2018, In : IEEE Journal on Selected Areas in Communications. 36, 9, p. 2059-2070 12 p., 8432464.

Research output: Contribution to journalArticle

46 Scopus citations

Experience-driven Networking: A Deep Reinforcement Learning based Approach

Xu, Z., Tang, J., Meng, J., Zhang, W., Wang, Y., Liu, C. H. & Yang, D., Oct 8 2018, INFOCOM 2018 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 1871-1879 9 p. 8485853

Research output: Chapter in Book/Report/Conference proceedingConference contribution

53 Scopus citations

HEIF: Highly Efficient Stochastic Computing based Inference Framework for Deep Neural Networks

Li, Z., Li, J., Ren, A., Cai, R., Ding, C., Qian, X., Draper, J., Yuan, B., Tang, J., Qiu, Q. & Wang, Y., Jul 3 2018, (Accepted/In press) In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Research output: Contribution to journalArticle

5 Scopus citations

Hierarchical and hybrid energy storage devices in data centers: Architecture, control and provisioning

Sun, M., Xue, Y., Bogdan, P., Tang, J., Wang, Y. & Lin, X., Jan 2018, In : PloS one. 13, 1, e0191450.

Research output: Contribution to journalArticle

1 Scopus citations

Learning-Based Energy-Efficient Data Collection by Unmanned Vehicles in Smart Cities

Zhang, B., Liu, C. H., Tang, J., Xu, Z., Ma, J. & Wang, W., Apr 1 2018, In : IEEE Transactions on Industrial Informatics. 14, 4, p. 1666-1676 11 p.

Research output: Contribution to journalArticle

43 Scopus citations

Model-free control for distributed stream data processing using deep reinforcement learning

Li, T., Xu, Z., Tang, J. & Wang, Y., Jan 1 2018, In : Proceedings of the VLDB Endowment. 11, 6, p. 705-718 14 p.

Research output: Contribution to journalConference article

20 Scopus citations

Online Quality-Aware Incentive Mechanism for Mobile Crowd Sensing with Extra Bonus

Gao, H., Liu, C. H., Tang, J., Yang, D., Hui, P. & Wang, W., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Mobile Computing.

Research output: Contribution to journalArticle

5 Scopus citations

Social-aware Sequential Modeling of User Interests: A Deep Learning Approach

Liu, C. H., Xu, J., Tang, J. & Crowcroft, J., Jan 1 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

SpecWatch: A framework for adversarial spectrum monitoring with unknown statistics

Li, M., Yang, D., Lin, J., Li, M. & Tang, J., Oct 9 2018, In : Computer Networks. 143, p. 176-190 15 p.

Research output: Contribution to journalArticle

4 Scopus citations

Towards ultra-high performance and energy efficiency of deep learning systems: An algorithm-hardware co-optimization framework

Wang, Y., Ding, C., Li, Z., Yuan, G., Liao, S., Ma, X., Yuan, B., Qian, X., Tang, J., Qiu, Q. & Lin, X., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 4235-4243 9 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

9 Scopus citations

Transmitting and sharing: A truthful double auction for cognitive radio networks

Zhang, X., Yang, D., Xue, G., Yu, R. & Tang, J., Jul 27 2018, 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-May. 8422505

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Wireless Big Data: Technologies and Applications

Zhang, Y., Lopez, J., Tang, J., Liang, Y. C. & Zhang, X., Feb 1 2018, In : IEEE Wireless Communications. 25, 1, p. 10-11 2 p.

Research output: Contribution to journalEditorial

2 Scopus citations
2017

A deep reinforcement learning based framework for power-efficient resource allocation in cloud RANs

Xu, Z., Wang, Y., Tang, J., Wang, J. & Gursoy, M. C., Jul 28 2017, 2017 IEEE International Conference on Communications, ICC 2017. Institute of Electrical and Electronics Engineers Inc., 7997286

Research output: Chapter in Book/Report/Conference proceedingConference contribution

65 Scopus citations

A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning

Liu, N., Li, Z., Xu, J., Xu, Z., Lin, S., Qiu, Q., Tang, J. & Wang, Y., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Lee, K. & Liu, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 372-382 11 p. 7979983. (Proceedings - International Conference on Distributed Computing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

62 Scopus citations

A profit optimization framework of energy storage devices in data centers: Hierarchical structure and hybrid types

Lin, X., Pedram, M., Tang, J. & Wang, Y., Jan 17 2017, Proceedings - 2016 IEEE 9th International Conference on Cloud Computing, CLOUD 2016. IEEE Computer Society, p. 640-647 8 p. 7820327

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A spectrum auction under physical interference model

Zhang, Y., Yang, D., Xue, G. & Tang, J., Feb 2 2017, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7841549

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Building Elastic Hybrid Green Wireless Networks

Gao, C., Zhang, W. & Tang, J., Dec 1 2017, In : IEEE Internet of Things Journal. 4, 6, p. 2028-2037 10 p., 7792561.

Research output: Contribution to journalArticle

3 Scopus citations

CIRCNN: Accelerating and compressing deep neural networks using block-circulant weight matrices

Ding, C., Liao, S., Wang, Y., Li, Z., Liu, N., Zhuo, Y., Wang, C., Qian, X., Bai, Y., Yuan, G., Ma, X., Zhang, Y., Tang, J., Qiu, Q., Lin, X. & Yuan, B., Oct 14 2017, MICRO 2017 - 50th Annual IEEE/ACM International Symposium on Microarchitecture Proceedings. IEEE Computer Society, Vol. Part F131207. p. 395-408 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

68 Scopus citations

Countermeasures against false-name attacks on truthful incentive mechanisms for crowdsourcing

Zhang, X., Xue, G., Yu, R., Yang, D. & Tang, J., Feb 1 2017, In : IEEE Journal on Selected Areas in Communications. 35, 2, p. 478-485 8 p., 7835128.

Research output: Contribution to journalArticle

5 Scopus citations

Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data

Liu, Y., Logan, B., Liu, N., Xu, Z., Tang, J. & Wang, Y., Sep 8 2017, Proceedings - 2017 IEEE International Conference on Healthcare Informatics, ICHI 2017. Institute of Electrical and Electronics Engineers Inc., p. 380-385 6 p. 8031178

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Scopus citations

DEMUR: Dependable Multipath Routing in Software Defined Networking for ISP Backbone

Gao, C., Zhang, W., Tang, J., Sinha, R. K. & Oikonomou, K. N., Jul 1 2017, 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Enabling Radio-as-a-Service with Truthful Auction Mechanisms

Wang, J., Yang, D., Tang, J. & Gursoy, M. C., Apr 1 2017, In : IEEE Transactions on Wireless Communications. 16, 4, p. 2340-2349 10 p., 7876802.

Research output: Contribution to journalArticle

4 Scopus citations

Joint mode selection and resource allocation for D2D communications via vertex coloring

Li, Y., Gursoy, M. C., Velipasalar, S. & Tang, J., Jul 1 2017, 2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (2017 IEEE Global Communications Conference, GLOBECOM 2017 - Proceedings; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

LIPS: Lifestyle learning via mobile phone sensing

Sheng, X., Tang, J., Wang, J., Li, T., Xue, G. & Yang, D., Feb 2 2017, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7841959

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Non-preemptive coflow scheduling and routing

Yu, R., Xue, G., Zhang, X. & Tang, J., Feb 2 2017, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7842029

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

QUAC: Quality-Aware Contract-Based Incentive Mechanisms for Crowdsensing

Li, M., Lin, J., Yang, D., Xue, G. & Tang, J., Nov 14 2017, Proceedings - 14th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, MASS 2017. Institute of Electrical and Electronics Engineers Inc., p. 72-80 9 p. 8108730

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Scopus citations

Robust Incentive Tree Design for Mobile Crowdsensing

Zhang, X., Xue, G., Yu, R., Yang, D. & Tang, J., Jul 13 2017, Proceedings - IEEE 37th International Conference on Distributed Computing Systems, ICDCS 2017. Institute of Electrical and Electronics Engineers Inc., p. 458-468 11 p. 7979991

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Scopus citations

Spatiotemporal modeling and prediction in cellular networks: A big data enabled deep learning approach

Wang, J., Tang, J., Xu, Z., Wang, Y., Xue, G., Zhang, X. & Yang, D., Oct 2 2017, INFOCOM 2017 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 8057090

Research output: Chapter in Book/Report/Conference proceedingConference contribution

56 Scopus citations

Spectral and Energy Efficiency in Cognitive Radio Systems with Unslotted Primary Users and Sensing Uncertainty

Ozcan, G., Gursoy, M. C. & Tang, J., Oct 1 2017, In : IEEE Transactions on Communications. 65, 10, p. 4138-4151 14 p., 7892848.

Research output: Contribution to journalArticle

7 Scopus citations

Spectrum Auctions under Physical Interference Model

Zhang, Y., Yang, D., Lin, J., Li, M., Xue, G., Tang, J. & Xie, L., Dec 2017, In : IEEE Transactions on Cognitive Communications and Networking. 3, 4, p. 719-728 10 p., 8038071.

Research output: Contribution to journalArticle

4 Scopus citations

Sybil-proof incentive mechanisms for crowdsensing

Lin, J., Li, M., Yang, D., Xue, G. & Tang, J., Oct 2 2017, INFOCOM 2017 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., 8057175

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Scopus citations

Theoretical properties for neural networks with weight matrices of low displacement rank

Zhao, L., Liao, S., Wang, Y., Li, Z., Tang, J. & Yuan, B., Jan 1 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), Vol. 8. p. 6186-6194 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations