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Publications
"AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics",
IEEE INFOCOM 2023, New York, USA, 05/2023.
"Accelerated Neural Enhancement for Video Analytics With Video Quality Adaptation",
IEEE/ACM Transactions on Networking, vol. 32, issue 4, pp. 3045-3060, 08/2024.
"Achieving Efficient Failure Resiliency for Network Function Virtualization based Services",
IEEE/ACM Transactions on Networking, vol. 28, issue 2, pp. 639-652, 04/2020.
"Achieving High Throughput for Heterogeneous Networks with Consecutive Caching and Adaptive Retrieval",
IEEE Transactions on Network Science and Engineering, vol. 7, issue 4, 07/2020.
"ADA: Adaptive Deep Log Anomaly Detector",
IEEE INFOCOM 2020, 07/2020.
"Adaptive and Efficient Qubit Allocation Using Reinforcement Learning in Quantum Networks",
IEEE Network, vol. 36, issue 5, pp. 48-54, 09/2022.
"Adaptive Fuzzy Game-based Energy Efficient Localization in Underwater Sensor Networks",
ACM SIGCOMM 2019 Poster Session, Beijing, China, ACM, 08/2019.
"A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV",
The 29th IEEE/ACM International Symposium on Quality of Service (IWQoS 2021), 06/2021.
"AHT: Application-Based Handover Triggering for Saving Energy in Cellular Networks",
15th Annual {IEEE} International Conference on Sensing, Communication, and Networking, {SECON} 2018, Hong Kong, China, June 11-13, 2018: {IEEE}, pp. 91–99, 2018.
"Alleviating Educational Inequality in Math with the Aid of Online Shadow Education - The impact of equal access and equal quality mechanisms",
Education and Information Technologies, vol. 29, issue 9, pp. 10571-10593, 06/2024.
"Analysis of Existing Quality-of-Service Signaling Protocols",
{RFC}, vol. 4094, pp. 1–45, 2005.
"APEX: A personalization framework to improve quality of experience for DVD-like functions in P2P VoD applications",
18th International Workshop on Quality of Service, IWQoS 2010, Beijing, China, 16-18 June 2010.: {IEEE}, pp. 1–9, 2010.
"ARA: A Routing and Forwarding Scheme for Coordinated Wide Area Mobility",
Proceedings of {IEEE} International Conference on Communications, {ICC} 2010, Cape Town, South Africa, 23-27 May 2010: {IEEE}, pp. 1–6, 2010.
"AS path inference: From complex network perspective",
Proceedings of the 14th {IFIP} Networking Conference, Networking 2015, Toulouse, France, 20-22 May, 2015: {IEEE}, pp. 1–9, 2015.
"Autonomous Edge Resource Organization with Smallcell Integration in 5G",
2018 {IEEE} International Conference on Communications Workshops, {ICC} Workshops 2018, Kansas City, MO, USA, May 20-24, 2018, 2018.
"Beyond QoS signaling: A new generic IP signaling framework",
Computer Networks, vol. 50, no. 17, pp. 3416–3433, 2006.
"On Big Data Research Guided by Social Theory - The Three-way Interplay of Social Theory, Data Mining and Predictive Models",
Sociological Studies (a Chinese journal, hosted by the Institute of Sociology of the Chinese Academy of Social Sciences), vol. 2018, issue 5, pp. 117-138, 10/2018.
"BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge",
IEEE INFOCOM 2024, Vancouver, Canada, IEEE, 05/2024.
"BotFinder: finding bots in network traffic without deep packet inspection",
Conference on emerging Networking Experiments and Technologies, CoNEXT '12, Nice, France - December 10 - 13, 2012: {ACM}, pp. 349–360, 2012.
"Bridging the Gap between QoE and QoS in Congestion Control: A Large-scale Mobile Web Service Perspective",
2023 USENIX Annual Technical Conference (USENIX ATC'23), Boston, MA, USENIX Association, 07/2023.
"Budget Allocation for Maximizing Viral Advertising in Social Networks",
J. Comput. Sci. Technol., vol. 31, no. 4, pp. 759–775, 2016.
"Building and Analyzing a Global Co-Authorship Network Using Google Scholar Data",
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017: {ACM}, pp. 1219–1224, 2017.
"Building mega data center from heterogeneous containers",
Proceedings of the 19th annual {IEEE} International Conference on Network Protocols, {ICNP} 2011, Vancouver, BC, Canada, October 17-20, 2011: {IEEE} Computer Society, pp. 256–265, 2011.
"Busoni: Policy Composition and Northbound Interface for IPv6 Segment Routing Networks",
IEEE 27th International Conference on Network Protocols (ICNP 2019), Chicago, IL, USA, IEEE, 10/2019.
"Caching-Enabled Computation Offloading in Multi-Region MEC Network via Deep Reinforcement Learning",
IEEE Internet of Things Journal, vol. 9, issue 21, pp. 21086 - 21098, 11/2022.
"CBase: A New Paradigm for Fast Virtual Machine Migration across Data Centers",
Proceedings of the 17th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid Computing, {CCGRID} 2017, Madrid, Spain, May 14-17, 2017: {IEEE} Computer Society / {ACM}, pp. 284–293, 2017.
"CBase: Fast Virtual Machine storage data migration with a new data center structure",
Journal of Parallel and Distributed Computing, vol. 124, pp. 14–26, 02/2019.
"CH-Mits: A Cross-Modal Dataset for User Sentiment Analysis on Chinese Social Media",
33rd ACM International Conference on Information and Knowledge Management (CIKM 2024), Boise, ID, USA, ACM, 10/2024.
"Cloud-Assisted Data Fusion and Sensor Selection for Internet of Things",
{IEEE} Internet of Things Journal, vol. 3, no. 3, pp. 257–268, 2016.
"Cloud-assisted trajectory data management and analysis: a case study",
Proceedings of the 2nd Workshop on Cloud-Assisted Networking, CAN@CoNEXT 2017, Incheon, Republic of Korea, December 12, 2017: {ACM}, pp. 61–66, 2017.
"Cloud-based computation offloading for mobile devices: State of the art, challenges and opportunities",
2013 Future Network {&} Mobile Summit, Lisboa, Portugal, July 3-5, 2013: {IEEE}, pp. 1–11, 2013.
"CloudGPS: A scalable and ISP-friendly server selection scheme in cloud computing environments",
20th {IEEE} International Workshop on Quality of Service, IWQoS 2012, Coimbra, Portugal, June 4-5, 2012: {IEEE}, pp. 1–9, 2012.
"Cloudlet Placement and Task Allocation in Mobile Edge Computing",
IEEE Internet of Things Journal, vol. 6, issue 3, pp. 5853-5863, 06/2019.
"CNS: A Content-centric Notification Service",
2013 21st {IEEE} International Conference on Network Protocols, {ICNP} 2013, Göttingen, Germany, October 7-10, 2013: {IEEE}, pp. 1–2, 2013.
"CNS: Content-oriented Notification Service for Managing Disasters",
Proceedings of the 3rd {ACM} Conference on Information-Centric Networking, {ICN} '16, Kyoto, Japan, September 26-28, 2016: {ACM}, pp. 122–131, 2016.
"Coexist: a hybrid approach for content oriented publish/subscribe systems",
ICN'12, {ACM} Proceedings of the Information-Centric Networking Workshop, Helsinki, Finland, August 17, 2012: {ACM}, pp. 31–36, 2012.
"Coexist: integrating content oriented publish/subscribe systems with ip",
Symposium on Architecture for Networking and Communications Systems, {ANCS} '12, Austin, TX, {USA} - October 29 - 30, 2012: {ACM}, pp. 223–234, 2012.
"A comparative analysis of school pupils' daily habits in Germany and China",
{IEEE} {INFOCOM} 2018 - {IEEE} Conference on Computer Communications Workshops, {INFOCOM} Workshops 2018, Honolulu, HI, USA, April 15-19, 2018, 2018.
"Comparative studies on authentication and key exchange methods for 802.11 wireless LAN",
Computers {&} Security, vol. 26, no. 5, pp. 401–409, 2007.
"Comparison of naming schema in ICN",
{IEEE} International Symposium on Local and Metropolitan Area Networks, {LANMAN} 2016, Rome, Italy, June 13-15, 2016: {IEEE}, pp. 1–6, 2016.
"Comparison Studies between Pre-Shared and Public Key Exchange Mechanisms for Transport Layer Security",
{INFOCOM} 2006. 25th {IEEE} International Conference on Computer Communications, Joint Conference of the {IEEE} Computer and Communications Societies, 23-29 April 2006, Barcelona, Catalunya, Spain: {IEEE}, 2006.
"Computation Offloading with Data Caching Enhancement for Mobile Edge Computing ",
IEEE Transactions on Vehicular Technology, vol. 67, issue 11, pp. 11098-11112, 11/2018.
"Consecutive Caching and Adaptive Retrieval for In-Network Big Data Sharing",
2018 {IEEE} International Conference on Communications, {ICC} 2018, Kansas City, MO, USA, May 20-24, 2018, 2018.
"Content Retrieval at the Edge: A Social-aware and Named Data Cooperative Framework",
IEEE Transactions on Emerging Topics in Computing, vol. 7, issue 1, pp. 135-148, 01/2019.
"Content Retrieval At the Edge: A Social-aware and Named Data Cooperative Framework",
CoRR, vol. abs/1606.06316, 2016.
"Controlling migration performance of virtual machines according to user's requirements",
Proceedings of the 2nd Workshop on Cloud-Assisted Networking, CAN@CoNEXT 2017, Incheon, Republic of Korea, December 12, 2017: {ACM}, pp. 49–54, 2017.
"Cooperative Positioning and Tracking in Disruption Tolerant Networks",
{IEEE} Trans. Parallel Distrib. Syst., vol. 26, no. 2, pp. 382–391, 2015.
"COPSS: An Efficient Content Oriented Publish/Subscribe System",
2011 {ACM/IEEE} Symposium on Architectures for Networking and Communications Systems (ANCS), Brooklyn, NY, USA, October 3-4, 2011: {IEEE} Computer Society, pp. 99–110, 2011.
"COPSS-lite: A Lightweight ICN based Pub/Sub System for IoT Environments",
16th IEEE International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan, IEEE, 12/2020.
"COPSS-lite: Lightweight ICN Based Pub/Sub for IoT Environments",
CoRR, vol. abs/1706.03695, 2017.
"Core decomposition and maintenance in weighted graph",
World Wide Web, vol. 24, pp. 541–561, 03/2021.
"Cost optimization for Online Social Networks on geo-distributed clouds",
20th {IEEE} International Conference on Network Protocols, {ICNP} 2012, Austin, TX, USA, October 30 - Nov. 2, 2012: {IEEE} Computer Society, pp. 1–10, 2012.
"Coupled Social Media Content Representation for Predicting Individual Socioeconomic Status",
Expert Systems With Applications, vol. 198, issue 116744, 07/2022.
"CPFinder: Finding an unknown Caller's profession from anonymized mobile phone data",
Digital Communications and Networks, vol. 8, pp. 324–332, 08/2022.
"A Cross-Layer Approach for Improving TCP Performance in Mobile Environments",
Wireless Personal Communications, vol. 52, no. 3, pp. 669–692, 2010.
"A Cross-Platform Consumer Behavior Analysis of Large-Scale Mobile Shopping Data",
Proceedings of the 2018 World Wide Web Conference on World Wide Web, {WWW} 2018, Lyon, France, April 23-27, 2018: {ACM}, pp. 1785–1794, 2018.
"Cross-Site Prediction on Social Influence for Cold-Start Users in Online Social Networks",
ACM Transactions on the Web, vol. 15, issue 2, 05/2021.
"Crowd crawling: towards collaborative data collection for large-scale online social networks",
Conference on Online Social Networks, COSN'13, Boston, MA, USA, October 7-8, 2013: {ACM}, pp. 183–188, 2013.
"Crowd Foraging: A QoS-Oriented Self-Organized Mobile Crowdsourcing Framework Over Opportunistic Networks",
{IEEE} Journal on Selected Areas in Communications, vol. 35, no. 4, pp. 848–862, 2017.
"Crowdlet: Optimal worker recruitment for self-organized mobile crowdsourcing",
35th Annual {IEEE} International Conference on Computer Communications, {INFOCOM} 2016, San Francisco, CA, USA, April 10-14, 2016: {IEEE}, pp. 1–9, 2016.
"Cuckoo: towards decentralized, socio-aware online microblogging services and data measurements",
Proceedings of the 2nd {ACM} International Workshop on Hot Topics in Planet-scale Measurement, HotPlanet@MobiSys 2010, San Francisco, CA, USA, June 15-18, 2010: {ACM}, pp. 4, 2010.
"D2D Fogging: An Energy-Efficient and Incentive-Aware Task Offloading Framework via Network-assisted D2D Collaboration",
{IEEE} Journal on Selected Areas in Communications, vol. 34, no. 12, pp. 3887–3901, 2016.
"DAMA: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning",
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, 02/2023.
"Data routing strategies in opportunistic mobile social networks: Taxonomy and open challenges",
Computer Networks, vol. 93, pp. 183–198, 2015.
"A Data-Driven Analysis of K-12 Students' Participation and Learning Performance in an Online Supplementary Learning Platform",
The 30th IEEE International Conference on Computer Communications and Networks (ICCCN 2021), Athens, Greece, IEEE, 07/2021.
"Data-Driven Analysis on Inter-City Commuting Decisions in Germany",
Sustainability, vol. 13, issue 11, 06/2021.
"Data-Driven based Socioeconomic Status Analysis: A Survey",
Computer Science, vol. 49, issue 4, pp. 80-87, 04/2022.
"DatingSec: Detecting Malicious Accounts in Dating Apps Using a Content-Based Attention Network",
IEEE Transactions on Dependable and Secure Computing, vol. 18, issue 5, pp. 2193-2208, 09/2021.
"DCMPTCP: Host-Based Load Balancing for Datacenters",
38th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2018, Vienna, Austria, July 2-6, 2018, 2018.
"Decentralizing Microblogging Services by Differentiating User Traffic Demands",
Praxis der Informationsverarbeitung und Kommunikation, vol. 36, no. 1, pp. 50, 2013.
"DeepScan: Exploiting Deep Learning for Malicious Account Detection in Location-Based Social Networks",
IEEE Communications Magazine, Feature Topic on Mobile Big Data for Urban Analytics, vol. 56, issue 11, 11/2018.
"Delay-based congestion control for multipath TCP",
20th {IEEE} International Conference on Network Protocols, {ICNP} 2012, Austin, TX, USA, October 30 - Nov. 2, 2012: {IEEE} Computer Society, pp. 1–10, 2012.
"Delay-Sensitive and Availability-Aware Virtual Network Function Scheduling for NFV",
IEEE Transactions on Services Computing, vol. 15, issue 1, pp. 188-201, 01/2022.
"Demeter: Fine-grained Function Orchestration for Geo-distributed Serverless Analytics",
IEEE INFOCOM 2024, Vancouver, Canada, IEEE, 05/2024.
"Demo abstract: Use the force, Luke: Implementation of RF-based gesture interaction on an android phone",
2015 {IEEE} International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2015, St. Louis, MO, USA, March 23-27, 2015: {IEEE}, pp. 190–192, 2015.
"Deployment of Unmanned Aerial Vehicles for Anisotropic Monitoring Tasks",
IEEE Transactions on Mobile Computing, vol. 21, issue 2, pp. 495-513, 02/2022.
"Development of QoS Signaling Protocols in the Internet",
28th Annual {IEEE} Conference on Local Computer Networks {(LCN} 2003), The Conference on Leading Edge and Practical Computer Networking, 20-24 October 2003, Bonn/Königswinter, Germany, Proceedings: {IEEE} Computer Society, pp. 636–637, 2003.
"Diameter WebAuth: An AAA-Based Identity Management Framework for Web Applications",
Proceedings of the Global Communications Conference, 2008. {GLOBECOM} 2008, New Orleans, LA, USA, 30 November - 4 December 2008: {IEEE}, pp. 1903–1908, 2008.
"DMC: A Differential Marketplace for Cloud Resources",
19th Annual IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing (CCGrid 2019), Larnaca, Cyprus, IEEE, 05/2019.
"D-MORE: Dynamic mesh-based overlay peer-to-peer infrastructure",
Computer Communications, vol. 33, no. 10, pp. 1191–1201, 2010.
"EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines",
IEEE INFOCOM 2023, New York, USA, IEEE, 05/2023.
"Editorial for Computer Networks special issue on "Measurement-based optimization of P2P networking and applications"",
Computer Networks, vol. 56, no. 3, pp. 1077–1079, 2012.
"On the effectiveness of sybil defenses based on online social networks",
2013 21st {IEEE} International Conference on Network Protocols, {ICNP} 2013, Göttingen, Germany, October 7-10, 2013: {IEEE}, pp. 1–2, 2013.
"Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing",
{IEEE/ACM} Trans. Netw., vol. 24, no. 5, pp. 2795–2808, 2016.
"Efficient Multi-User Computation Offloading for Mobile-Edge Cloud Computing",
CoRR, vol. abs/1510.00888, 2015.
"Efficient Recovery Path Computation for Fast Reroute in Large-Scale Software-Defined Networks",
IEEE Journal on Selected Areas in Communications , vol. 37, issue 8, 08/2019.
"Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing",
CoRR, vol. abs/1806.03124, 2018.
"Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing",
{IEEE} Trans. Vehicular Technology, vol. 67, pp. 8769–8780, 2018.
"End-to-End Versus Hop-by-Hop Soft State Refresh for Multi-hop Signaling Systems",
Proceedings of the 17th annual {IEEE} International Conference on Network Protocols, 2009. {ICNP} 2009, Princeton, NJ, USA, 13-16 October 2009: {IEEE} Computer Society, pp. 171–180, 2009.
"End-to-end versus hop-by-hop state refresh in soft state signaling protocols",
{IEEE} Communications Letters, vol. 13, no. 4, pp. 268–270, 2009.
"Energy-Aware Provisioning in Optical Cloud Networks",
Computer Networks, vol. 118, pp. 78–95, 2017.
"Energy-efficient sensor selection for data quality and load balancing in wireless sensor networks",
{IEEE} 22nd International Symposium of Quality of Service, IWQoS 2014, Hong Kong, China, May 26-27, 2014: {IEEE}, pp. 338–343, 2014.
"Estimating Socioeconomic Status via Temporal-Spatial Mobility Analysis - A Case Study of Smart Card Data",
IEEE 28th International Conference on Computer Communications and Networks (ICCCN 2019), Valencia, Spain, IEEE, 07/2019.
"EVA: A Distributed Optimization Architecture for Efficient Video Analytics for Smart Cities",
ACM 18th International Workshop on Mobility in the Evolving Internet Architecture (MobiArch'23), in conjunction with ACM MobiCom 2023, Madrid, Spain, ACM, 10/2023.
"Evaluation of Human Altruism Using a DTN-based Mobile Social Network Application",
Informatik 2012, 42. Jahrestagung der Gesellschaft für Informatik e.V. (GI), 16.-21.09.2012, Braunschweig, Deutschland, vol. 208: {GI}, pp. 81–95, 2012.
"An experimental analysis of Joost peer-to-peer VoD service",
Peer-to-Peer Networking and Applications, vol. 3, no. 4, pp. 351–362, 2010.
"Explicit multipath congestion control for data center networks",
Conference on emerging Networking Experiments and Technologies, CoNEXT '13, Santa Barbara, CA, USA, December 9-12, 2013: {ACM}, pp. 73–84, 2013.
"Exploiting graphics processors for high-performance IP lookup in software routers",
{INFOCOM} 2011. 30th {IEEE} International Conference on Computer Communications, Joint Conference of the {IEEE} Computer and Communications Societies, 10-15 April 2011, Shanghai, China: {IEEE}, pp. 301–305, 2011.
"Exploiting ICN for flexible management of software-defined networks",
1st International Conference on Information-Centric Networking, ICN'14, Paris, France, September 24-26, 2014: {ACM}, pp. 107–116, 2014.
"Exploring user social behaviors in mobile social applications",
Proceedings of the 4th Workshop on Social Network Systems, Salzburg, Austria, April 10, 2011: {ACM}, pp. 3, 2011.