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Publications
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"COGRASP: Co-Occurrence Graph based Stock Price Forecasting",
IJCAI 2025, 08/2025.
"Region-based Content Enhancement for Efficient Video Analytics at the Edge",
22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI 2025), Philadelphia, PA, USA , USENIX, 04/2025.
"Accelerated Neural Enhancement for Video Analytics With Video Quality Adaptation",
IEEE/ACM Transactions on Networking, vol. 32, issue 4, pp. 3045-3060, 08/2024.
"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.
"BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge",
IEEE INFOCOM 2024, Vancouver, Canada, IEEE, 05/2024.
"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.
"Demeter: Fine-grained Function Orchestration for Geo-distributed Serverless Analytics",
IEEE INFOCOM 2024, Vancouver, Canada, IEEE, 05/2024.
"Exploiting Wide-Area Resource Elasticity with Fine-Grained Orchestration for Serverless Analytics",
IEEE/ACM Transactions on Networking, 10/2024.
"Incentive Mechanism for Resource Trading in Video Analytic Services Using Reinforcement Learning",
IEEE Transactions on Services Computing, 07/2024.
"Inferring Individual Human Mobility from Sparse Check-in Data: A Temporal-Context-Aware Approach",
IEEE Transactions on Computational Social Systems, vol. 11, issue 1, pp. 600-611, 02/2024.
"The influencing factors and predictability of primary school students’ learning performance in online supplementary classes",
Education and Information Technologies, vol. 29, issue 9, pp. 10995-11021, 09/2024.
"Joint Deployment of Truck-drone Systems for Camera-based Object Monitoring",
IEEE Transactions on Mobile Computing, vol. 23, issue 10, pp. 9645-9662, 10/2024.
"Joint Optimization of QoE and Fairness for Adaptive Video Streaming in Heterogeneous Mobile Environments",
IEEE/ACM Transactions on Networking, vol. 32, issue 1, pp. 50-64, 02/2024.
"Making Serverless Not So Cold in Edge Clouds: A Cost-Effective Online Approach",
IEEE Transactions on Mobile Computing, vol. 23, issue 9, pp. 8789-8802, 09/2024.
"PP-MARL: Efficient Privacy-Preserving Multi-agent Reinforcement Learning for Cooperative Intelligence in Communications",
IEEE Network, vol. 38, issue 5, pp. 196-203, 09/2024.
"Resource-efficient Federated Learning for Large-scale Model Training",
19th ACM Workshop on Mobility in the Evolving Internet Architecture (MobiArch 2024), Washington DC, USA, ACM, 11/2024.
"VSiM: Joint Optimization of QoE and Fairness for Adaptive Video Streaming in Heterogeneous Mobile Environments",
IEEE/ACM Transactions on Networking, vol. 32, issue 1, pp. 50-64, 02/2024.
"AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics",
IEEE INFOCOM 2023, New York, USA, 05/2023.
"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.
"DAMA: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning",
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, 02/2023.
"EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines",
IEEE INFOCOM 2023, New York, USA, IEEE, 05/2023.
"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.
"GNN-Geo: A Graph Neural Network-based Fine-grained IP Geolocation Framework",
IEEE Transactions on Network Science and Engineering, vol. 10, issue 6, pp. 3543-3560, 11/2023.
"A Human Mobility Dataset Collected via LBSLab",
Data in Brief, issue 108898, 01/2023.
"On International Chinese Education Index Ranking in a Global Perspective",
Array (Elsevier), vol. 20, issue 100328, 12/2023.
"Leveraging Deep Reinforcement Learning with Attention Mechanism for Virtual Network Function Placement and Routing",
IEEE Transactions on Parallel and Distributed Systems, vol. 34, issue 4, pp. 1186-1201, 04/2023.
"Predicting Where You Visit in A Surrounding City: A Mobility Knowledge Transfer Framework based on Cross-City Travelers",
The 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023), Tianjin, China, 04/2023.
"SmartSBD: Smart shared bottleneck detection for efficient multipath congestion control over heterogeneous networks",
Computer Networks, vol. 237, pp. 110047, 12/2023.
"A Temporal-Spatial Analysis on the Socioeconomic Development of Rural Villages in Thailand and Vietnam based on Satellite Image Data",
Computer Communications, vol. 203, pp. 146-162, 04/2023.
"Adaptive and Efficient Qubit Allocation Using Reinforcement Learning in Quantum Networks",
IEEE Network, vol. 36, issue 5, pp. 48-54, 09/2022.
"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.
"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.
"Data-Driven based Socioeconomic Status Analysis: A Survey",
Computer Science, vol. 49, issue 4, pp. 80-87, 04/2022.
"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.
"Deployment of Unmanned Aerial Vehicles for Anisotropic Monitoring Tasks",
IEEE Transactions on Mobile Computing, vol. 21, issue 2, pp. 495-513, 02/2022.
"Optimal Deployment of SRv6 to Enable Network Interconnection Service",
IEEE/ACM Transactions on Networking, vol. 30, issue 1, pp. 120-133, 02/2022.
"Optimal Embedding of Aggregated Service Function Tree",
IEEE Transactions on Parallel and Distributed Systems, vol. 33, issue 10, pp. 2584-2596, 10/2022.
Resource Allocation in Network Function Virtualization: Problems, Models and Algorithms,
, Singapore, Springer, 2022.
"Rethinking the Role of Communication in Collective Intelligence: Benefits and Costs ",
Proceedings of ACM SIGCOMM 2022 Workshops, Amsterdam, the Netherlands, ACM, 08/2022.
"Towards Exploiting Stakeholder Resources for Data-Driven Resilient Hazard Management",
1st IEEE International Workshop on Social and Metaverse Computing and Networking (SocialMeta 2022), in conjunction with IEEE 42nd International Conference on Distributed Computing Systems (ICDCS 2022), Bologna, Italy, IEEE, 07/2022.
"VSiM: Improving QoE Fairness for Video Streaming in Mobile Environments",
IEEE INFOCOM 2022, 05/2022.
"A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV",
The 29th IEEE/ACM International Symposium on Quality of Service (IWQoS 2021), 06/2021.
"Core decomposition and maintenance in weighted graph",
World Wide Web, vol. 24, pp. 541–561, 03/2021.
"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.
"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.
"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.
"Hierarchical temporal-spatial preference modeling for user consumption location prediction in Geo-Social Networks",
Information Processing & Management, vol. 58, issue 6, 11/2021.
"Measuring Consumption Changes in Rural Villages based on Satellite Image Data -- A Case Study for Thailand and Vietnam",
The 17th IEEE International Conference on Mobility, Sensing and Networking (MSN 2021), Exeter, UK, IEEE, 12/2021.
"Recent Advances of Resource Allocation in Network Function Virtualization",
IEEE Transactions on Parallel and Distributed Systems, vol. 32, issue 2, pp. 295-314, 02/2021.
"SRUF: Low-Latency Path Routing with SRv6 Underlay Federation in Wide Area Network",
The 41st IEEE International Conference on Distributed Computing Systems (ICDCS 2021), 07/2021.
"Survivable Task Allocation in Cloud Radio Access Networks with Mobile Edge Computing",
IEEE Internet of Things Journal, vol. 8, issue 2, pp. 1095-1108, 01/2021.
"Temporal Heterogeneous Information Network Embedding",
The 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 08/2021.
"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.
"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.
"Identifying unfamiliar callers' professions from privacy-preserving mobile phone data",
16th IEEE International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan, IEEE, 12/2020.
"Low-Cost Datacenter Load Balancing with Multipath Transport and Top-of-Rack Switches",
IEEE Transactions on Parallel and Distributed Systems, vol. 31, issue 10, pp. 2232-2247, 10/2020.
"Measurement and Analysis on Large-Scale Offline Mobile App Dissemination over Device-to-Device Sharing in Mobile Social Networks",
World Wide Web (Springer), vol. 23, pp. 2363–2389, 03/2020.
"Multiple Balance Subsets Stacking for Imbalanced Healthcare Dataset",
26th IEEE International Conference on Parallel and Distributed Systems (ICPADS 2020), Hong Kong, China, IEEE, 12/2020.
"NFVnice: Dynamic Backpressure and Scheduling for NFV Service Chains",
IEEE/ACM Transactions on Networking, vol. 28, issue 2, pp. 695-708, 04/2020.
"Predicting Individual Socioeconomic Status from Mobile Phone Data: A Semi-supervised Hypergraph-based Factor Graph Approach",
International Journal of Data Science and Analytics (Springer Verlag), vol. 9, pp. 361-372, 04/2020.
"RACE: Reinforced Cooperative Autonomous Vehicle Collision Avoidance",
IEEE Transactions on Vehicular Technology, vol. 69, issue 9, pp. 9279-9291, 09/2020.
"Scheduling Placement-Sensitive BSP Jobs with Inaccurate Execution Time Estimation",
IEEE INFOCOM 2020, Beijing, China, IEEE, 07/2020.
"Survey on User Location Prediction Based on Geo-Social Networking Data",
World Wide Web (Springer), vol. 23, 01/2020.
"Survey on User Location Prediction Based on GeoSocial Networking Data",
World Wide Web (Springer), vol. 23, pp. 1621–1664, 01/2020.
"Traffic routing in stochastic network function virtualization networks",
Journal of Network and Computer Applications, vol. 169, issue 102765, 11/2020.
"Adaptive Fuzzy Game-based Energy Efficient Localization in Underwater Sensor Networks",
ACM SIGCOMM 2019 Poster Session, Beijing, China, ACM, 08/2019.
"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.
"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.
"Cloudlet Placement and Task Allocation in Mobile Edge Computing",
IEEE Internet of Things Journal, vol. 6, issue 3, pp. 5853-5863, 06/2019.
"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.
"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.
"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.
"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.
"FastRule: Efficient Flow Entry Updates for TCAM-based OpenFlow Switches",
IEEE Journal on Selected Areas in Communications (JSAC), Series on Network Softwarization & Enablers, vol. 37, issue 3, pp. 484-498, 03/2019.
"Gavel: A Fast and Easy-to-Use Plain Data Representation for Software-defined Networks",
IEEE Transactions on Network and Service Management, vol. 16, issue 2, pp. 606-617, 03/2019.
"A Loss Aware MPTCP Scheduler for Highly Lossy Networks",
Computer Networks, vol. 157, pp. 146-158, 02/2019.
"Measuring City Attractiveness Using Commuting Data",
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2019), PhD Forum, Wurzburg, Germany, Springer Verlag, 09/2019.
"NeMoI: Network mobility in ICN",
International Conference on Communication Systems and Networks (COMSNETS 2018): Communication Systems and Networks. Extended Selected Papers, vol. Springer LNCS 11227, pp. 220–244, 01/2019.
"OFM: An Online Fisher Market for Cloud Computing",
IEEE INFOCOM 2019, Paris, France, 05/2019.
"Paving the Way towards Enterprise SDN Adoption: New Selection Strategies for Hybrid Networks",
22nd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN 2019), Paris, France, IEEE, 02/2019.
"Reducing the Network Overhead of User Mobility-induced Virtual Machine Migration in Mobile Edge Computing",
Software: Practice and Experience, vol. 49, pp. 673-693, 03/2019.
"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.
"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.
"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.
"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.
"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.
"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.
"DCMPTCP: Host-Based Load Balancing for Datacenters",
38th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2018, Vienna, Austria, July 2-6, 2018, 2018.
"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.
"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.
"Fast Lookup Is Not Enough: Towards Efficient and Scalable Flow Entry Updates for TCAM-Based OpenFlow Switches",
38th {IEEE} International Conference on Distributed Computing Systems, {ICDCS} 2018, Vienna, Austria, July 2-6, 2018, 2018.
"Identification of Influential Users in Emerging Online Social Networks Using Cross-site Linking",
CCF Conference on Computer Supported Cooperative Work and Social Computing (ChineseCSCW 2018), Guilin, China, Springer, 08/2018.
"Identifying Topical Opinion Leaders in Social Community Question Answering",
23rd International Conference on Database Systems for Advanced Applications (DASFAA 2018), Gold Coast, QLD, Australia, vol. 10827: Springer, pp. 372–387, 05/2018.
"Information-Centric Networking Security",
{IEEE} Communications Magazine, vol. 56, issue 11, pp. 60–61, 11/2018.
