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Yong Liu

Professor Electrical Engineering

    19972019

    Research output per year

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    Research Output

    2019

    A Two-Tier System for On-Demand Streaming of 360 Degree Video over Dynamic Networks

    Sun, L., Duanmu, F., Liu, Y., Wang, Y., Ye, Y., Shi, H. & Dai, D., Mar 2019, In : IEEE Journal on Emerging and Selected Topics in Circuits and Systems. 9, 1, p. 43-57 15 p., 8640123.

    Research output: Contribution to journalArticle

    Field-of-view prediction in 360-degree videos with attention-based neural encoder-decoder networks

    Yu, J. & Liu, Y., Jun 18 2019, Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, MMVE 2019. Association for Computing Machinery, Inc, p. 37-42 6 p. (Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, MMVE 2019).

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

    Realtime Mobile Bandwidth Prediction Using LSTM Neural Network

    Mei, L., Hu, R., Cao, H., Liu, Y., Han, Z., Li, F. & Li, J., 2019, Passive and Active Measurement - 20th International Conference, PAM 2019, Proceedings. Barcellos, M. & Choffnes, D. (eds.). Springer Verlag, p. 34-47 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11419 LNCS).

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

    Very Long Term Field of View Prediction for 360-Degree Video Streaming

    Li, C., Zhang, W., Liu, Y. & Wang, Y., Apr 22 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers Inc., p. 297-302 6 p. 8695336. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

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

    2018

    Data-driven approaches to edge caching

    Li, G., Shen, Q., Liu, Y., Cao, H., Han, Z., Li, F. & Li, J., Aug 7 2018, NEAT 2018 - Proceedings of the 2018 Workshop on Networking for Emerging Applications and Technologies, Part of SIGCOMM 2018. Association for Computing Machinery, Inc, p. 8-14 7 p. (NEAT 2018 - Proceedings of the 2018 Workshop on Networking for Emerging Applications and Technologies, Part of SIGCOMM 2018).

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

    Multipath IP Routing on End Devices: Motivation, Design, and Performance

    Sun, L., Tian, G., Zhu, G., Liu, Y., Shi, H. & Dai, D., Jul 2 2018, 2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 181-189 9 p. 8696893. (2018 IFIP Networking Conference IFIP Networking and Workshops, IFIP Networking 2018 - Proceedings).

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

    Multi-path multi-tier 360-degree video streaming in 5G networks

    Sun, L., Duanmu, F., Liu, Y., Wang, Y., Ye, Y., Shi, H. & Dai, D., Jun 12 2018, Proceedings of the 9th ACM Multimedia Systems Conference, MMSys 2018. Association for Computing Machinery, Inc, p. 162-173 12 p. (Proceedings of the 9th ACM Multimedia Systems Conference, MMSys 2018).

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

    On group popularity prediction in event-based social networks

    Li, G., Liu, Y., Ribeiro, B. & Ding, H., 2018, 12th International AAAI Conference on Web and Social Media, ICWSM 2018. AAAI press, p. 644-647 4 p. (12th International AAAI Conference on Web and Social Media, ICWSM 2018).

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

    Perceptual Quality Maximization for Video Calls with Packet Losses by Optimizing FEC, Frame Rate, and Quantization

    Kurdoglu, E., Liu, Y. & Wang, Y., Jul 2018, In : IEEE Transactions on Multimedia. 20, 7, p. 1876-1887 12 p.

    Research output: Contribution to journalArticle

    Personalized Channel Recommendation Deep Learning from a Switch Sequence

    Yang, C., Ren, S., Liu, Y., Cao, H., Yuan, Q. & Han, G., Sep 7 2018, In : IEEE Access. 6, p. 50824-50838 15 p., 8458124.

    Research output: Contribution to journalArticle

    WiLiTV: Reducing Live Satellite TV Costs Using Wireless Relays

    Kumar, R., Margolies, R., Jana, R., Liu, Y. & Panwar, S. S., Feb 2018, In : IEEE Journal on Selected Areas in Communications. 36, 2, p. 233-245 13 p.

    Research output: Contribution to journalArticle

    Collaborative Filtering-Based Recommendation of Online Social Voting

    Yang, X., Liang, C., Zhao, M., Wang, H., Ding, H., Liu, Y., Li, Y. & Zhang, J., Mar 2017, In : IEEE Transactions on Computational Social Systems. 4, 1, p. 1-13 13 p., 7866820.

    Research output: Contribution to journalArticle

    Follow me: Personalized IPTV channel switching guide

    Yu, C., Ding, H., Cao, H., Liu, Y. & Yang, C., Jun 20 2017, Proceedings of the 8th ACM Multimedia Systems Conference, MMSys 2017. Association for Computing Machinery, Inc, p. 147-157 11 p. (Proceedings of the 8th ACM Multimedia Systems Conference, MMSys 2017).

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

    Improving cold music recommendation through hierarchical audio alignment

    Ding, H., Huang, J., Cao, H. & Liu, Y., Jan 18 2017, Proceedings - 2016 IEEE International Symposium on Multimedia, ISM 2016. Institute of Electrical and Electronics Engineers Inc., p. 77-82 6 p. 7823590. (Proceedings - 2016 IEEE International Symposium on Multimedia, ISM 2016).

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

    Livejack: Integrating CDNs and edge clouds for live content broadcasting

    Yan, B., Shi, S., Liu, Y., Yuan, W., He, H., Jana, R., Xu, Y. & Chao, H. J., Oct 23 2017, MM 2017 - Proceedings of the 2017 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 73-81 9 p. (MM 2017 - Proceedings of the 2017 ACM Multimedia Conference).

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

    Prioritized buffer control in two-tier 360 video streaming

    Duanmu, F., Kurdoglu, E., Hosseini, S. A., Liu, Y. & Wang, Y., Aug 11 2017, VR/AR Network 2017 - Proceedings of the 2017 Workshop on Virtual Reality and Augmented Reality Network, Part of SIGCOMM 2017. Association for Computing Machinery, Inc, p. 13-18 6 p. (VR/AR Network 2017 - Proceedings of the 2017 Workshop on Virtual Reality and Augmented Reality Network, Part of SIGCOMM 2017).

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

    Recommendation in a changingworld: Exploiting temporal dynamics in ratings and reviews

    Liu, Y., Liu, Y., Shen, Y. & Li, K., Aug 2017, In : ACM Transactions on the Web. 12, 1, 3.

    Research output: Contribution to journalArticle

    View direction and bandwidth adaptive 360 degree video streaming using a two-tier system

    Duanmu, F., Kurdoglu, E., Liu, Y. & Wang, Y., Sep 25 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050575. (Proceedings - IEEE International Symposium on Circuits and Systems).

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

    WiLiTV: A low-cost wireless framework for live TV services

    Kumar, R., Margolies, R. S., Jana, R., Liu, Y. & Panwar, S., Nov 20 2017, 2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017. Institute of Electrical and Electronics Engineers Inc., p. 706-711 6 p. 8116463. (2017 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2017).

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

    2016

    DDoS attack detection under SDN context

    Xu, Y. & Liu, Y., 2016, Proceedings of IEEE Conference on Computer and Communications (INFOCOM), April, 2016.

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

    Dealing With User Heterogeneity in P2P Multi-Party Video Conferencing: Layered Distribution Versus Partitioned Simulcast

    Kurdoglu, E., Liu, Y. & Wang, Y., Jan 2016, In : IEEE Transactions on Multimedia. 18, 1, p. 90-101 12 p., 7314955.

    Research output: Contribution to journalArticle

    Design and evaluation of a WiFi-direct based LTE cooperative video streaming system

    Gong, Q., Guo, Y., Chen, Y., Liu, Y. & Xie, F., 2016, 2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 7841729. (2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings).

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

    Event participation recommendation in event-based social networks

    Ding, H., Yu, C., Li, G. & Liu, Y., 2016, Social Informatics - 8th International Conference, SocInfo 2016, Proceedings. Ahn, Y-Y. & Spiro, E. (eds.). Springer Verlag, p. 361-375 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10046 LNCS).

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

    Real-time bandwidth prediction and rate adaptation for video calls over cellular networks

    Kurdoglu, E., Liu, Y., Wang, Y., Shi, Y., Gu, C. & Lyu, J., May 10 2016, Proceedings of the 7th International Conference on Multimedia Systems, MMSys 2016. Association for Computing Machinery, Inc, p. 122-132 11 p. 2910608. (Proceedings of the 7th International Conference on Multimedia Systems, MMSys 2016).

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

    SDN state inconsistency verification in openstack

    Xu, Y., Liu, Y., Singh, R. & Tao, S., Dec 9 2016, In : Computer Networks. 110, p. 364-376 13 p.

    Research output: Contribution to journalArticle

    Thwarting location privacy protection in location-based social discovery services

    Xue, M., Liu, Y., Ross, K. W. & Qian, H., Jul 25 2016, In : Security and Communication Networks. 9, 11, p. 1496-1508 13 p.

    Research output: Contribution to journalArticle

    Towards Agile and Smooth Video Adaptation in HTTP Adaptive Streaming

    Tian, G. & Liu, Y., Aug 2016, In : IEEE/ACM Transactions on Networking. 24, 4, p. 2386-2399 14 p., 7258398.

    Research output: Contribution to journalArticle

    2015

    A fast multi-server, multi-block private information retrieval protocol

    Wang, L., Kuppusamy, T. K., Liu, Y. & Cappos, J., 2015, 2015 IEEE Global Communications Conference, GLOBECOM 2015. Institute of Electrical and Electronics Engineers Inc., 7417246. (2015 IEEE Global Communications Conference, GLOBECOM 2015).

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

    Exploring miner evolution in bitcoin network

    Wang, L. & Liu, Y., 2015, Passive and Active Measurement Conference (PAM) 2015.

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

    Exploring the gain of Opportunistic Routing in wireless Multicast

    Le, T. & Liu, Y., Feb 17 2015, 2014 International Conference on Advanced Technologies for Communications, ATC 2014. IEEE Computer Society, p. 506-511 6 p. 7043441. (International Conference on Advanced Technologies for Communications; vol. 2015-February).

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

    Extracting viewer interests for automated bookmarking in video-on-demand services

    Zhao, Y., Tian, Y. & Liu, Y., Jun 28 2015, In : Frontiers of Computer Science. 9, 3, p. 415-430 16 p.

    Research output: Contribution to journalArticle

    Game theoretic analysis for large-scale networks and traffic data

    Chen, D. B. W., Ji, W. & Liu, Y., Sep 28 2015, In : Journal of Supercomputing. 71, 9, p. 3215-3216 2 p.

    Research output: Contribution to journalEditorial

    Identifying SDN state inconsisitancy in OpenStack

    Xu, Y., Liu, Y., Singh, R. & Tao, S., 2015, Symposium on SDN Research (SOSR15), June 2015.

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

    Identifying SDN state inconsistency in OpenStack

    Xu, Y., Liu, Y., Singh, R. & Tao, S., Jun 17 2015, Symposium on Software Defined Networking (SDN) Research, SOSR 2015. Association for Computing Machinery, Inc, 2775067. (Symposium on Software Defined Networking (SDN) Research, SOSR 2015).

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

    I know where you are: Thwarting privacy protection in location-based social discovery services

    Xue, M., Liu, Y., Ross, K. W. & Qian, H., Aug 4 2015, 2015 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2015. Institute of Electrical and Electronics Engineers Inc., p. 179-184 6 p. 7179381. (Proceedings - IEEE INFOCOM; vol. 2015-August).

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

    NCOM: network coding based overlay multicast in wireless networks

    Le, T., Chen, X. & Liu, Y., Jan 1 2015, In : Wireless Networks. 21, 1, p. 187-199 13 p.

    Research output: Contribution to journalArticle

    On achieving short channel switching delay and playback lag in IP-based TV systems

    Yang, C. & Liu, Y., Jul 1 2015, In : IEEE Transactions on Multimedia. 17, 7, p. 1096-1106 11 p., 7101280.

    Research output: Contribution to journalArticle

    Passive and Active Measurement: 16th International Conference, PAM 2015 New York, NY, USA, March 19–20, 2015 Proceedings

    Mirkovic, J. & Liu, Y., 2015, Passive and Active Measurement - 16th International Conference, PAM 2015, Proceedings. Liu, Y. & Mirkovic, J. (eds.). Springer Verlag, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8995).

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

    Playing High-End Video Games in the Cloud: A Measurement Study

    Xue, Z., Wu, D., He, J., Hei, X. & Liu, Y., Dec 2015, In : IEEE Transactions on Circuits and Systems for Video Technology. 25, 12, p. 2013-2025 13 p., 6934992.

    Research output: Contribution to journalArticle

    R2 NC: Robust inter-session network coding in lossy wireless networks

    Hai, L., Wang, H., Liu, Y., Wang, J. & Tang, Z., Jan 2015, In : IET Communications. 9, 2, p. 184-195

    Research output: Contribution to journalArticle

    Thwarting privacy protection on location-based social discovery services

    Xue, M., Liu, Y., Ross, K. & Qian, H., 2015, (Accepted/In press) In : Wiley Security and Communication Networks Journal. Accepted/In Press.

    Research output: Contribution to journalArticle

    2014

    A survey of collaborative filtering based social recommender systems

    Yang, X., Guo, Y., Liu, Y. & Steck, H., Mar 15 2014, In : Computer Communications. 41, p. 1-10 10 p.

    Research output: Contribution to journalArticle

    A two-level approach for subtitle alignment

    Huang, J., Ding, H., Hu, X. & Liu, Y., 2014, Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Proceedings. Springer Verlag, p. 468-473 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8416 LNCS).

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

    'Can you SEE me now?' A measurement study of mobile video calls

    Yu, C., Xu, Y., Liu, B. & Liu, Y., 2014, IEEE INFOCOM 2014 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 1456-1464 9 p. 6848080. (Proceedings - IEEE INFOCOM).

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

    Dealing with user heterogeneity in P2P multiparty video conferencing: Layered coding versus receiver partitioning

    Kurdoglu, E., Liu, Y. & Wang, Y., 2014, 2014 IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2014. Institute of Electrical and Electronics Engineers Inc., p. 239-244 6 p. 6849238. (Proceedings - IEEE INFOCOM).

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

    Enabling P2P one-view multiparty video conferencing

    Zhao, Y., Liu, Y., Chen, C. & Zhang, J., Jan 1 2014, In : IEEE Transactions on Parallel and Distributed Systems. 25, 1, p. 73-82 10 p., 6410310.

    Research output: Contribution to journalArticle

    Estimating heights from photo collections: A data-driven approach

    Dey, R., Nangia, M., Ross, K. W. & Liu, Y., Oct 1 2014, COSN 2014 - Proceedings of the 2014 ACM Conference on Online Social Networks. Association for Computing Machinery, Inc, p. 227-238 12 p. (COSN 2014 - Proceedings of the 2014 ACM Conference on Online Social Networks).

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