Yang Du

ORCID: 0000-0003-3012-0778
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About
Contact & Profiles
Research Areas
  • Internet Traffic Analysis and Secure E-voting
  • Network Security and Intrusion Detection
  • Network Traffic and Congestion Control
  • Data Management and Algorithms
  • Mobile Crowdsensing and Crowdsourcing
  • Advanced Database Systems and Queries
  • Data Stream Mining Techniques
  • Caching and Content Delivery
  • Privacy-Preserving Technologies in Data
  • Human Mobility and Location-Based Analysis
  • Blockchain Technology Applications and Security
  • Network Packet Processing and Optimization
  • Anomaly Detection Techniques and Applications
  • Traffic Prediction and Management Techniques
  • Software-Defined Networks and 5G
  • Auction Theory and Applications
  • Geographic Information Systems Studies
  • Vehicular Ad Hoc Networks (VANETs)
  • Evacuation and Crowd Dynamics
  • IoT and Edge/Fog Computing
  • Cryptography and Data Security
  • Domain Adaptation and Few-Shot Learning
  • Advanced Bandit Algorithms Research
  • Data Visualization and Analytics
  • Image and Video Quality Assessment

University of Science and Technology of China
2015-2025

Soochow University
2018-2025

Southwestern University of Finance and Economics
2024

PLA Academy of Military Science
2019

Northeastern University
2005-2018

Beijing Institute of Fashion Technology
2018

Norwegian University of Science and Technology
2016

NTNU Samfunnsforskning
2016

Suzhou University of Science and Technology
2015

BaiCheng Normal University
2008-2013

This paper proposes and solves the Time-Interval All Fastest Path (allFP) query. Given a user-defined leaving or arrival time interval I, source node s an end e, allFP asks for set of all fastest paths from to one each sub-interval I. Note that query algorithm should find partitioning I into sub-intervals. Existing methods can only be used solve very special case problem, when is single instant. A straightforward solution run existing many times, once every instant in based on novel...

10.1109/icde.2006.71 article EN 2006-01-01

This paper proposes and solves the min-dist optimal-location query in spatial databases. Given a set S of sites, O weighted objects, region Q, returns location Q which, if new site is built there, minimizes average distance from each object to its closest site. can help franchise (e.g. McDonald's) decide where put store order maximize benefit customers. To solve this problem challenging, for there are theoretically infinite number locations all which could be candidates. first provides...

10.5555/1182635.1164183 article EN Very Large Data Bases 2006-09-01

Mobile crowdsensing, through which a requester can coordinate crowd of workers to complete some sensing tasks, has attracted significant attention recently. In this paper, we focus on the unknown worker recruitment problem in mobile where workers' qualities are priori. We consider scenario recruiting continuous tasks. The whole process is divided into multiple rounds. each round, every task may be covered by more than one recruited workers, but its completion quality only depends these...

10.1109/tmc.2021.3064324 article EN IEEE Transactions on Mobile Computing 2021-01-01

Per-flow traffic measurement in the high-speed network plays an important role many practical applications. Due to limited on-chip memory and mismatch between off-chip speed line rate, sampling-based methods select forward a part of flow memory, complementing sketch-based solutions estimation accuracy online query support. However, most current work uses same sampling probability for all flows, overlooking that rates different flows require meet constraint are different. It leads waste...

10.1109/infocom42981.2021.9488425 article EN IEEE INFOCOM 2022 - IEEE Conference on Computer Communications 2021-05-10

Per-flow spread measurement in high-speed networks has many practical applications. It is a more difficult problem than the traditional per-flow size measurement. Most prior work based on sketches, focusing reducing their space requirements order to fit on-chip cache memory. This design allows be performed at line rate, but it suffers from expensive computation for queries (unsuitable online operations) and large errors estimation small flows. paper complements art with new estimator an...

10.1109/tnet.2021.3078725 article EN publisher-specific-oa IEEE/ACM Transactions on Networking 2021-05-18

Per-flow spread measurement in high-speed networks has many practical applications. It is a more difficult problem than the traditional per-flow size measurement. Most prior work based on sketches, focusing reducing their space requirements order to fit on-chip cache memory. This design allows be performed at line rate, but it accept tradeoff with expensive computation for queries (unsuitable online operations) and large errors estimation small flows. paper complements art new estimator an...

10.1109/infocom41043.2020.9155525 article EN IEEE INFOCOM 2022 - IEEE Conference on Computer Communications 2020-07-01

With the proliferation of mobile devices, crowd sensing (MCS) has emerged as a new data collection paradigm, which allows to act sensors and contribute their observations about entities. Unfortunately, users with varied skills motivations may provide conflicting information for same entity. Existing work solves this problem by estimating user reliability inferring correct (i.e., truths). However, these methods assume that users' expertise degrees are dependent on truths, but ignore finer...

10.1109/tii.2019.2896287 article EN IEEE Transactions on Industrial Informatics 2019-01-31

10.1109/tnse.2025.3555288 article EN IEEE Transactions on Network Science and Engineering 2025-01-01

This study uses National Health and Nutrition Examination Survey data to examine changes in sedentary time among adults the US from 2013 2023.

10.1001/jama.2025.7220 article EN JAMA 2025-05-21

This paper presents the first theoretical study, on using local-recoding generalization (LRG) to compute a k-anonymous table with quality guarantee. First, we prove that it is NP-hard both find maximum quality, and discover solution an approximation ratio at most 5/4. Then, develop algorithm good balance between time complexity. The of our verified by experiments.

10.1109/icde.2007.369026 article EN 2007-04-01

Per-flow spread measurement in high-speed networks can provide indispensable information to many practical applications. However, it is challenging measure millions of flows at line speed because on-chip memory modules cannot simultaneously large capacity and bandwidth. The prior studies address this mismatch by entirely using compact data structures or utilizing off-chip space assist limited memory. Nevertheless, their record massive transient elements, each which only appears a short time...

10.1109/infocom48880.2022.9796702 article EN IEEE INFOCOM 2022 - IEEE Conference on Computer Communications 2022-05-02

Blockchain came to prominence as the distributed ledger underneath Bitcoin, which protects transaction histories in a fully-connected, peer-to-peer network. The blockchain mining process requires high computing power solve Proof-of-Work (PoW) puzzle, is hard implement on users' mobile devices. So these miners may leverage edge/cloud service providers (ESPs/CSP) calculate PoW puzzle. existing edge-assisted networks assumed that all ESPs have uniform propagation delay, unrealistic. In this...

10.1109/tsc.2022.3177438 article EN publisher-specific-oa IEEE Transactions on Services Computing 2022-05-24

Mobile crowdsensing (MC), an excellent solution to large-scale spatiotemporal data sensing problems, has recently received lots of attention from both industry and academia. In the MC system, any requester can acquire for his points interest (PoIs) by offering some payments attract a group mobile users capable completing these PoI-related tasks. However, current work neglected three vital factors, more or less. First, they assume that distributed are mutually independent in MC, ignoring...

10.1109/jiot.2023.3284477 article EN IEEE Internet of Things Journal 2023-06-09

In this rapidly evolving era of multimodal generation, diffusion models exhibit impressive generative capabilities, significantly enhancing the realm creative image synthesis by intricately textual prompts. Yet, their effectiveness is limited in certain niche sectors, like depicting Chinese ancient architecture. This limitation primarily due to insufficient data that fails encompass unique architectural features and corresponding text information. Hence, we build an extensive dataset...

10.1038/s41597-024-03946-1 article EN cc-by-nc-nd Scientific Data 2024-10-16

Heavy-hitter detection is a fundamental task in network traffic measurement and security. Existing work faces the dilemma of suffering dynamic imbalanced characteristics or lowering efficiency flexibility. In this paper, we propose flexible sketch called SwitchSketch that embraces skewed for efficient accurate heavy-hitter detection. The key idea allowing to dynamically switch among different modes take full use each bit memory. We present an encoding-based switching scheme together with...

10.1145/3617334 article EN Proceedings of the ACM on Management of Data 2023-11-13
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