Yong Liu

Orcid: 0000-0001-9126-1430

Affiliations:
  • New York University, Tandon School of Engineering, Department of Electrical and Computer Engineering, Brooklyn, NY, USA
  • University of Massachusetts, Department of Electrical and Computer Engineering, Amherst, MA, USA (PhD 2002)


According to our database1, Yong Liu authored at least 135 papers between 2001 and 2024.

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Bibliography

2024
Decentralized Federated Learning with Model Caching on Mobile Agents.
CoRR, 2024

Interactive 360° Video Streaming Using FoV-Adaptive Coding with Temporal Prediction.
CoRR, 2024

2023
Predictive edge caching through deep mining of sequential patterns in user content retrievals.
Comput. Networks, September, 2023

Cocktail Edge Caching: Ride Dynamic Trends of Content Popularity With Ensemble Learning.
IEEE/ACM Trans. Netw., February, 2023

Live 360 Degree Video Delivery Based on User Collaboration in a Streaming Flock.
IEEE Trans. Multim., 2023

Coffee: Cost-Effective Edge Caching for 360 Degree Live Video Streaming.
CoRR, 2023

Progressive Frame Patching for FoV-based Point Cloud Video Streaming.
CoRR, 2023

Fast Computation Flow Restoration with Path-Based Two-Stage Traffic Engineering.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2023

2022
Realtime mobile bandwidth and handoff predictions in 4G/5G networks.
Comput. Networks, 2022

2021
Towards Optimal Low-Latency Live Video Streaming.
IEEE/ACM Trans. Netw., 2021

IPTV Channel Zapping Recommendation With Attention Mechanism.
IEEE Trans. Multim., 2021

User Behavior Fingerprinting With Multi-Item-Sets and Its Application in IPTV Viewer Identification.
IEEE Trans. Inf. Forensics Secur., 2021

Tightrope walking in low-latency live streaming: optimal joint adaptation of video rate and playback speed.
Proceedings of the MMSys '21: 12th ACM Multimedia Systems Conference, Istanbul, Turkey, 28 September 2021, 2021

Reinforced iLQR: A Sample-Efficient Robot Locomotion Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020
On New Group Popularity Prediction in Event-Based Social Networks.
IEEE Trans. Netw. Sci. Eng., 2020

Realtime mobile bandwidth prediction using LSTM neural network and Bayesian fusion.
Comput. Networks, 2020

Flocking-based live streaming of 360-degree video.
Proceedings of the 11th ACM Multimedia Systems Conference, 2020

Low-latency FoV-adaptive Coding and Streaming for Interactive 360° Video Streaming.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019
A Two-Tier System for On-Demand Streaming of 360 Degree Video Over Dynamic Networks.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Realtime Mobile Bandwidth Prediction Using LSTM Neural Network.
Proceedings of the Passive and Active Measurement - 20th International Conference, 2019

TCP BBR for Ultra-Low Latency Networking: Challenges, Analysis, and Solutions.
Proceedings of the 2019 IFIP Networking Conference, 2019

Field-of-view prediction in 360-degree videos with attention-based neural encoder-decoder networks.
Proceedings of the 11th ACM Workshop on Immersive Mixed and Virtual Environment Systems, 2019

Very Long Term Field of View Prediction for 360-Degree Video Streaming.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Optimal Strategies for Live Video Streaming in the Low-latency Regime.
Proceedings of the 27th IEEE International Conference on Network Protocols, 2019

2018
Recommendation in a Changing World: Exploiting Temporal Dynamics in Ratings and Reviews.
ACM Trans. Web, 2018

Perceptual Quality Maximization for Video Calls With Packet Losses by Optimizing FEC, Frame Rate, and Quantization.
IEEE Trans. Multim., 2018

WiLiTV: Reducing Live Satellite TV Costs Using Wireless Relays.
IEEE J. Sel. Areas Commun., 2018

Personalized Channel Recommendation Deep Learning From a Switch Sequence.
IEEE Access, 2018

Data-driven Approaches to Edge Caching.
Proceedings of the 2018 Workshop on Networking for Emerging Applications and Technologies, 2018

Multipath IP Routing on End Devices: Motivation, Design, and Performance.
Proceedings of the 2018 IFIP Networking Conference and Workshops, 2018

Multi-path multi-tier 360-degree video streaming in 5G networks.
Proceedings of the 9th ACM Multimedia Systems Conference, 2018

On Group Popularity Prediction in Event-Based Social Networks.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018

2017
Collaborative Filtering-Based Recommendation of Online Social Voting.
IEEE Trans. Comput. Soc. Syst., 2017

Prioritized Buffer Control in Two-tier 360 Video Streaming.
Proceedings of the Workshop on Virtual Reality and Augmented Reality Network, 2017

Follow Me: Personalized IPTV Channel Switching Guide.
Proceedings of the 8th ACM on Multimedia Systems Conference, 2017

LiveJack: Integrating CDNs and Edge Clouds for Live Content Broadcasting.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

View direction and bandwidth adaptive 360 degree video streaming using a two-tier system.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

WiLiTV: A low-cost wireless framework for live TV services.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

2016
Towards Agile and Smooth Video Adaptation in HTTP Adaptive Streaming.
IEEE/ACM Trans. Netw., 2016

Dealing With User Heterogeneity in P2P Multi-Party Video Conferencing: Layered Distribution Versus Partitioned Simulcast.
IEEE Trans. Multim., 2016

Thwarting location privacy protection in location-based social discovery services.
Secur. Commun. Networks, 2016

SDN state inconsistency verification in openstack.
Comput. Networks, 2016

Event Participation Recommendation in Event-Based Social Networks.
Proceedings of the Social Informatics - 8th International Conference, 2016

Real-time bandwidth prediction and rate adaptation for video calls over cellular networks.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Improving Cold Music Recommendation through Hierarchical Audio Alignment.
Proceedings of the IEEE International Symposium on Multimedia, 2016

DDoS attack detection under SDN context.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Design and Evaluation of a WiFi-Direct Based LTE Cooperative Video Streaming System.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
NCOM: network coding based overlay multicast in wireless networks.
Wirel. Networks, 2015

On Achieving Short Channel Switching Delay and Playback Lag in IP-Based TV Systems.
IEEE Trans. Multim., 2015

Game theoretic analysis for large-scale networks and traffic data.
J. Supercomput., 2015

Playing High-End Video Games in the Cloud: A Measurement Study.
IEEE Trans. Circuits Syst. Video Technol., 2015

R<sup>2</sup>NC: robust inter-session network coding in lossy wireless networks.
IET Commun., 2015

Extracting viewer interests for automated bookmarking in video-on-demand services.
Frontiers Comput. Sci., 2015

Identifying SDN state inconsistency in OpenStack.
Proceedings of the 1st ACM SIGCOMM Symposium on Software Defined Networking Research, 2015

Exploring Miner Evolution in Bitcoin Network.
Proceedings of the Passive and Active Measurement - 16th International Conference, 2015

I know where you are: Thwarting privacy protection in location-based social discovery services.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

A Fast Multi-Server, Multi-Block Private Information Retrieval Protocol.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Enabling P2P One-View Multiparty Video Conferencing.
IEEE Trans. Parallel Distributed Syst., 2014

Video Telephony for End-Consumers: Measurement Study of Google+, iChat, and Skype.
IEEE/ACM Trans. Netw., 2014

A survey of collaborative filtering based social recommender systems.
Comput. Commun., 2014

Threshold bipolar scheduling for P2P live streaming.
Comput. Networks, 2014

"Can you SEE me now?" A measurement study of mobile video calls.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Social interaction based video recommendation: Recommending YouTube videos to facebook users.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

Dealing with user heterogeneity in P2P multiparty video conferencing: Layered coding versus receiver partitioning.
Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

On distribution of user movie watching time in a large-scale video streaming system.
Proceedings of the IEEE International Conference on Communications, 2014

A Two-level Approach for Subtitle Alignment.
Proceedings of the Advances in Information Retrieval, 2014

Estimating heights from photo collections: a data-driven approach.
Proceedings of the second ACM conference on Online social networks, 2014

2013
Bayesian-Inference-Based Recommendation in Online Social Networks.
IEEE Trans. Parallel Distributed Syst., 2013

Topology Mapping and Geolocating for China's Internet.
IEEE Trans. Parallel Distributed Syst., 2013

Modeling and Analysis of Skype Video Calls: Rate Control and Video Quality.
IEEE Trans. Multim., 2013

Measurement and Modeling of Video Watching Time in a Large-Scale Internet Video-on-Demand System.
IEEE Trans. Multim., 2013

On Adaptive HTTP Streaming to Mobile Devices.
Proceedings of the 20th International Packet Video Workshop, 2013

Performance of DASH and WebRTC Video Services for Mobile Users.
Proceedings of the 20th International Packet Video Workshop, 2013

Capacity analysis of peer-to-peer adaptive streaming.
Proceedings of the 13th IEEE International Conference on Peer-to-Peer Computing, 2013

Mechanism design for dynamic P2P streaming.
Proceedings of the 13th IEEE International Conference on Peer-to-Peer Computing, 2013

2012
Enabling broadcast of user-generated live video without servers.
Peer-to-Peer Netw. Appl., 2012

Hierarchically Clustered P2P Video Streaming: Design, implementation, and evaluation.
Comput. Networks, 2012

On top-k recommendation using social networks.
Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

Peer-assisted distribution of User Generated Content.
Proceedings of the 12th IEEE International Conference on Peer-to-Peer Computing, 2012

Circle-based recommendation in online social networks.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Profiling Skype video calls: Rate control and video quality.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

China's Internet: Topology mapping and geolocating.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Towards agile and smooth video adaptation in dynamic HTTP streaming.
Proceedings of the Conference on emerging Networking Experiments and Technologies, 2012

2011
Optimal Bandwidth Sharing in Multiswarm Multiparty P2P Video-Conferencing Systems.
IEEE/ACM Trans. Netw., 2011

Scalable Video Multicast in Hybrid 3G/Ad-Hoc Networks.
IEEE Trans. Multim., 2011

Peer-to-Peer Streaming of Layered Video: Efficiency, Fairness and Incentive.
IEEE Trans. Circuits Syst. Video Technol., 2011

2010
Incentivized Peer-Assisted Streaming for On-Demand Services.
IEEE Trans. Parallel Distributed Syst., 2010

Modeling and Analysis of Multichannel P2P Live Video Systems.
IEEE/ACM Trans. Netw., 2010

Delay Bounds of Chunk-Based Peer-to-Peer Video Streaming.
IEEE/ACM Trans. Netw., 2010

Detecting and blocking P2P botnets through contact tracing chains.
Int. J. Internet Protoc. Technol., 2010

On the Capacity of Hybrid Wireless Networks with Opportunistic Routing.
EURASIP J. Wirel. Commun. Netw., 2010

Redesigning multi-channel P2P live video systems with View-Upload Decoupling.
Comput. Networks, 2010

Mesh-based peer-to-peer layered video streaming with taxation.
Proceedings of the Network and Operating System Support for Digital Audio and Video, 2010

P2P Trading in Social Networks: The Value of Staying Connected.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

ViVUD: Virtual Server Cluster Based View-Upload Decoupling for Multi-Channel P2P Video Streaming Systems.
Proceedings of the Global Communications Conference, 2010

Opportunistic Overlay Multicast in Wireless Networks.
Proceedings of the Global Communications Conference, 2010

2009
Investigating the Scheduling Sensitivity of P2P Video Streaming: An Experimental Study.
IEEE Trans. Multim., 2009

Queuing Network Models for Multi-Channel P2P Live Streaming Systems.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

View-Upload Decoupling: A Redesign of Multi-Channel P2P Video Systems.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

iPASS: Incentivized Peer-Assisted System for Asynchronous Streaming.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Topology Optimization in Multi-tree Based P2P Streaming System.
Proceedings of the ICTAI 2009, 2009

SV-BCMCS: Scalable Video Multicast in Hybrid 3G/Ad-Hoc Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Impact of arrival burstiness on queue length: An infinitesimal perturbation analysis.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
A survey on peer-to-peer video streaming systems.
Peer-to-Peer Netw. Appl., 2008

IPTV over P2P streaming networks: the mesh-pull approach.
IEEE Commun. Mag., 2008

AQCS: Adaptive Queue-Based Chunk Scheduling for P2P Live Streaming.
Proceedings of the NETWORKING 2008, Ad Hoc and Sensor Networks, Wireless Networks, 2008

Is Random Scheduling Sufficient in P2P Video Streaming?
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

dHCPS: decentralized hierarchically clustered p2p video streaming.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

2007
A Measurement Study of a Large-Scale P2P IPTV System.
IEEE Trans. Multim., 2007

Inferring Network-Wide Quality in P2P Live Streaming Systems.
IEEE J. Sel. Areas Commun., 2007

On the minimum delay peer-to-peer video streaming: how realtime can it be?
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Stochastic Fluid Theory for P2P Streaming Systems.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Joint Traffic Blocking and Routing Under Network Failures and Maintenances.
Proceedings of the Global Communications Conference, 2007

Hierarchically Clustered P2P Streaming System.
Proceedings of the Global Communications Conference, 2007

Discovery of In-Band Streaming Services in Peer-to-Peer Overlays.
Proceedings of the Global Communications Conference, 2007

Two-level stochastic fluid tandem queuing model for burst impact analysis.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006
On the TCP-Friendliness of VoIP Traffic.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

A Distributed Algorithm for Joint Sensing and Routing in Wireless Networks with Non-Steerable Directional Antennas.
Proceedings of the 14th IEEE International Conference on Network Protocols, 2006

2005
Self-similarity and long range dependence on the internet: a second look at the evidence, origins and implications .
Comput. Networks, 2005

On optimal routing with multiple traffic matrices.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

On the interaction between overlay routing and underlay routing.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

An Information-theoretic Approach to Network Monitoring and Measurement.
Proceedings of the 5th Internet Measurement Conference, 2005

Optimal Routing with Multiple Traffic Matrices Tradeoff between Average andWorst Case Performance.
Proceedings of the 13th IEEE International Conference on Network Protocols (ICNP 2005), 2005

2004
Scalable fluid models and simulations for large-scale IP networks.
ACM Trans. Model. Comput. Simul., 2004

TCP Implementations and False Time Out Detection in OBS Networks.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

On Integrating Fluid Models with Packet Simulation.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

Client-controlled slow TCP and denial of service.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003
On fluid queueing systems with strict priority.
IEEE Trans. Autom. Control., 2003

Fluid models and solutions for large-scale IP networks.
Proceedings of the International Conference on Measurements and Modeling of Computer Systems, 2003

Unresponsive Flows and AQM Performance.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Analysis of an AIMD based collision avoidance protocol in wireless data networks.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002
Perturbation Analysis for Stochastic Fluid Queueing Systems.
Discret. Event Dyn. Syst., 2002

Challenges to congestion control posed by concurrent downloads.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001
On the impact of concurrent downloads.
Proceedings of the 33nd conference on Winter simulation, 2001

On fluid queueing system with strict priority.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001


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