Publications | NIULABhttps://souig.github.io/publication/PublicationsHugo Blox Builder (https://hugoblox.com)enSun, 01 Mar 2026 00:00:00 +0000https://souig.github.io/media/icon_hu_7d2a9e6dbe042ff1.pngPublicationshttps://souig.github.io/publication/Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Timehttps://souig.github.io/publication/robustdnnpartitioningand-resource-005/Sun, 01 Mar 2026 00:00:00 +0000https://souig.github.io/publication/robustdnnpartitioningand-resource-005/CoSTr: a Fully Sparse Transformer with Mutual Information for Pragmatic Collaborative Perceptionhttps://souig.github.io/publication/costr-sparse-282/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/costr-sparse-282/DH-VLM: Dual-Horizon Cooperative Latent Reasoning for Autonomous Drivinghttps://souig.github.io/publication/dh-vlm-293/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/dh-vlm-293/DPNet: Doppler LiDAR Motion Planning for Highly-Dynamic Environmentshttps://souig.github.io/publication/dpnet-doppler-277/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/dpnet-doppler-277/DRIVE: Dynamic Residual Information Exchange for Communication-Efficient Collaborative Perception in Autonomous Drivinghttps://souig.github.io/publication/drive-dynamic-294/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/drive-dynamic-294/Learning to Jointly Optimize Antenna Positioning and Beamforming for Movable Antenna-Aided Systemshttps://souig.github.io/publication/learning-jointly-280/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/learning-jointly-280/SparseCoM: Fully Sparse Collaborative Perception via Mixture of BEV Expertshttps://souig.github.io/publication/sparsecom-bev-292/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/sparsecom-bev-292/Task Profiling and Draft Model Selection for Accelerating Distributed Speculative Decodinghttps://souig.github.io/publication/task-profiling-draft-288/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/task-profiling-draft-288/UniMM-V2X: MoE-Enhanced Multi-Level Fusion for End-to-End Cooperative Autonomous Drivinghttps://souig.github.io/publication/unimm-v2x-281/Thu, 01 Jan 2026 00:00:00 +0000https://souig.github.io/publication/unimm-v2x-281/Joint Memory Frequency and Computing Frequency Scaling for Energy-Efficient DNN Inferencehttps://souig.github.io/publication/joint-memory-freq-290/Mon, 01 Dec 2025 00:00:00 +0000https://souig.github.io/publication/joint-memory-freq-290/Agile Coverage for Low-Altitude Aerial Intelligent Networks: A Blended Hyper-Cellular Solutionhttps://souig.github.io/publication/agile-coverage-008/Mon, 01 Sep 2025 00:00:00 +0000https://souig.github.io/publication/agile-coverage-008/Mixture of Experts-Augmented Deep Unfolding for Activity Detection in IRS-Aided Systemshttps://souig.github.io/publication/moe-augmented-deep-276/Mon, 01 Sep 2025 00:00:00 +0000https://souig.github.io/publication/moe-augmented-deep-276/Robust Task Offloading and Resource Allocation Under Imperfect Computing Capacity Information in Edge Intelligence Systemshttps://souig.github.io/publication/robust-task-010/Tue, 01 Jul 2025 00:00:00 +0000https://souig.github.io/publication/robust-task-010/DVFS-aware DNN Inference on GPUs: Latency Modeling and Performance Analysishttps://souig.github.io/publication/dvfs-aware-dnn-291/Sun, 01 Jun 2025 00:00:00 +0000https://souig.github.io/publication/dvfs-aware-dnn-291/Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learninghttps://souig.github.io/publication/dynamic-scheduling-007/Sun, 01 Jun 2025 00:00:00 +0000https://souig.github.io/publication/dynamic-scheduling-007/AEPHORA: AI/ML-Based Energy-Efficient Proactive Handover and Resource Allocationhttps://souig.github.io/publication/aephora-energy-289/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/aephora-energy-289/Distributed Activity Detection for Cell-Free Hybrid Near-Far Field Communicationshttps://souig.github.io/publication/distributed-activity-279/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/distributed-activity-279/FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learninghttps://souig.github.io/publication/fedcgd-collective-001/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/fedcgd-collective-001/FedTeddi: Temporal Drift and Divergence Aware Scheduling for Timely Federated Edge Learninghttps://souig.github.io/publication/fedteddi-scheduling-295/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/fedteddi-scheduling-295/Joint Optimization of Offloading, Batching and DVFS for Multiuser Co-Inferencehttps://souig.github.io/publication/joint-optimization-285/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/joint-optimization-285/Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networkshttps://souig.github.io/publication/mobility-accelerates-016/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/mobility-accelerates-016/Mobility-Aware Asynchronous Federated Learning with Dynamic Sparsificationhttps://souig.github.io/publication/mobility-aware-asynchronous-274/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/mobility-aware-asynchronous-274/Nonparametric Teaching for Graph Property Learnershttps://souig.github.io/publication/nonparametric-teaching-278/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/nonparametric-teaching-278/On the Impact of Mobility in Asynchronous Federated Learning over Device-to-Device Networkshttps://souig.github.io/publication/impact-mobility-d2d-275/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/impact-mobility-d2d-275/SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Serviceshttps://souig.github.io/publication/smdp-dynamic-batching-284/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/smdp-dynamic-batching-284/SNAKE: Sequential Continual Learning for Knowledge Extension over Communication-Constrained Networkshttps://souig.github.io/publication/snake-sequential-273/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/snake-sequential-273/WHALES: A Multi-Agent Scheduling Dataset for Enhanced Cooperation in Autonomous Drivinghttps://souig.github.io/publication/whales-multi-agent-283/Wed, 01 Jan 2025 00:00:00 +0000https://souig.github.io/publication/whales-multi-agent-283/Learning-Assisted User Scheduling and Beamforming for mmWave Vehicular Networkshttps://souig.github.io/publication/learning-assisted-019/Thu, 01 Aug 2024 00:00:00 +0000https://souig.github.io/publication/learning-assisted-019/, A2.92-Gb/s/Wand0.43-Gb/s/MGFlexibleand Scalable CGRA-Based Baseband Processor for Massive MIMO Detectionhttps://souig.github.io/publication/a2-92-065/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/a2-92-065/, AI-Assisted Low Information Latency Wireless Networkinghttps://souig.github.io/publication/ai-assisted-062/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/ai-assisted-062/, Algorithmandarchitectureofalow-complexity and high-parallelism preprocessing-based K-best detector for large-scale MIMO sys- temshttps://souig.github.io/publication/algorithmandarchitectureofalow-complexity-090/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/algorithmandarchitectureofalow-complexity-090/, Basestationsleepingandresourceallocationinrenewable energypoweredcellularnetworkshttps://souig.github.io/publication/basestationsleepingandresourceallocationinrenewable-energypoweredcellularnetworks-117/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/basestationsleepingandresourceallocationinrenewable-energypoweredcellularnetworks-117/, Discretespatialcompressionbeyondbeamspacechannelsparsitybased onbranch-and-boundhttps://souig.github.io/publication/discretespatialcompressionbeyondbeamspacechannelsparsitybased-onbranch-206/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/discretespatialcompressionbeyondbeamspacechannelsparsitybased-onbranch-206/, Dynamic Schedulingfor Over-the-Air Federated Edge Learn- ing With Energy Constraintshttps://souig.github.io/publication/dynamic-schedulingfor-041/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/dynamic-schedulingfor-041/, Energy-and Area-Efficient Recursive- Conjugate-Gradient-BasedMMSEDetectorfor MassiveMIMOSystemshttps://souig.github.io/publication/energy-and-063/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-and-063/, Energy-awarenetworkplanningforwirelesscellular systemwithinter-cellcooperationhttps://souig.github.io/publication/energy-awarenetworkplanningforwirelesscellular-131/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-awarenetworkplanningforwirelesscellular-131/, Energy-awaretrafficoffloadingforgreen heterogeneousnetworkshttps://souig.github.io/publication/energy-awaretrafficoffloadingforgreen-103/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-awaretrafficoffloadingforgreen-103/, Exploitingmovingintelligence: Delay-optimizedcomputation offloadinginvehicularfognetworkshttps://souig.github.io/publication/exploitingmovingintelligence-delay-070/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/exploitingmovingintelligence-delay-070/, Howmanysmallcellscanbeturnedoffviaverticaloffloading underaseparationarchitecture?https://souig.github.io/publication/howmanysmallcellscanbeturnedoffviaverticaloffloading-underaseparationarchitecture-107/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/howmanysmallcellscanbeturnedoffviaverticaloffloading-underaseparationarchitecture-107/, Joint Frame Structureand Beamwidth Optimizationfor Integrated Localizationand Communicationhttps://souig.github.io/publication/joint-frame-157/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/joint-frame-157/, Joint Optimizationof Schedulingand Power Controlin Wireless Networks: Multi-Dimensional Modelingand Decompositionhttps://souig.github.io/publication/joint-optimizationof-073/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/joint-optimizationof-073/, Learning-Based Remote Channel Inference: Feasibility Analysisand Case Studyhttps://souig.github.io/publication/learning-based-068/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/learning-based-068/, Near-OptimalMIMO-SCMAUplink Detection with Low-Complexity Expectation Propagationhttps://souig.github.io/publication/near-optimalmimo-064/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/near-optimalmimo-064/, Pilot-datasuperpositionforbeam-basedFDDmassive MIMOdownlinkshttps://souig.github.io/publication/pilot-datasuperpositionforbeam-094/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/pilot-datasuperpositionforbeam-094/, Recursivewaterfillingforwirelesslinkswithenergyhar-vesting transmittershttps://souig.github.io/publication/recursivewaterfillingforwirelesslinkswithenergyhar-vesting-118/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/recursivewaterfillingforwirelesslinkswithenergyhar-vesting-118/“面向 6G 网络的高可靠低延时通信计算与控制”https://souig.github.io/publication/6g-54-134/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/6g-54-134/Adaptive learning-based task of- floading for vehicular edge computing systemshttps://souig.github.io/publication/adaptive-learning-074/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/adaptive-learning-074/Adaptive Privacy-Preserving Coded Computing With Hierarchical Task Partitioninghttps://souig.github.io/publication/adaptive-privacy-018/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/adaptive-privacy-018/Adynamicprogrammingapproachforbasestationsleepingincellular networkshttps://souig.github.io/publication/adynamicprogrammingapproachforbasestationsleepingincellular-networks-132/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/adynamicprogrammingapproachforbasestationsleepingincellular-networks-132/Age-Optimal Schedul- ingfor Heterogeneous Trafficwith Timely Throughput Constraintshttps://souig.github.io/publication/age-optimal-137/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/age-optimal-137/Age-Optimal Scheduling for Heterogeneous Traffic with Timely-Throughput Constrainthttps://souig.github.io/publication/age-optimal-176/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/age-optimal-176/Age-Optimal Schedulingfor Heterogeneous Traffic with Timely-Throughput Constrainthttps://souig.github.io/publication/age-optimal-047/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/age-optimal-047/Analysisandoptimizationofwirelesstransmissionsoverfastfading channelswithslowtime-varyingenergyarrivalhttps://souig.github.io/publication/analysisandoptimizationofwirelesstransmissionsoverfastfading-channelswithslowtime-220/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/analysisandoptimizationofwirelesstransmissionsoverfastfading-channelswithslowtime-220/Anovelprecodingschemefordynamicbasestationcooperationwith overlappedclustershttps://souig.github.io/publication/anovelprecodingschemefordynamicbasestationcooperationwith-overlappedclusters-128/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/anovelprecodingschemefordynamicbasestationcooperationwith-overlappedclusters-128/Antenna-beam spatial transformation in C-RAN with large antenna arrayshttps://souig.github.io/publication/antenna-beam-217/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/antenna-beam-217/AoI-Delay Tradeoffin Mobile Edge Caching With Freshness-Aware Content Refreshinghttps://souig.github.io/publication/aoi-delay-046/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/aoi-delay-046/APredictive Frame Transmission Schemefor Cloud Gaming in Mobile Edge Cloudlet Systemshttps://souig.github.io/publication/apredictive-frame-029/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/apredictive-frame-029/AUnified Sampling and Scheduling Approach for Status Updatein Multiaccess Wireless Networkshttps://souig.github.io/publication/aunified-sampling-192/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/aunified-sampling-192/AUoI-Optimal Policyfor Timely Status Updateswith Resource Constrainthttps://souig.github.io/publication/auoi-optimal-043/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/auoi-optimal-043/Base-stationsleepingcontrolandpowermatchingfor energy-delaytradeoffswithburstytraffichttps://souig.github.io/publication/base-stationsleepingcontrolandpowermatchingfor-104/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/base-stationsleepingcontrolandpowermatchingfor-104/C-MASS: Combinatorial Mobility-Aware Sensor Schedulingfor Collaborative Perceptionwith Second-Order Topology Approximationhttps://souig.github.io/publication/c-mass-003/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/c-mass-003/Channel Fingerprint Based Beam Tracking for Millimeter Wave Communicationshttps://souig.github.io/publication/channel-fingerprint-061/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/channel-fingerprint-061/Characterizing energy–delay tradeoff in hyper-cellular networkswithbasestationsleepingcontrolhttps://souig.github.io/publication/characterizing-energy-112/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/characterizing-energy-112/CHORUS:frameworkforscalablecollaborationinhetero- geneousnetworkswithcognitivesynergetichttps://souig.github.io/publication/chorus-frameworkforscalablecollaborationinhetero-124/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/chorus-frameworkforscalablecollaborationinhetero-124/Closed-Form Analysisof Non-Linear Age-of-Information in Status Updates with an Energy Harvesting Transmitterhttps://souig.github.io/publication/closed-form-067/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/closed-form-067/Closed-Form Whittle’s Index-Enabled Random Accessfor Timely Status Updatehttps://souig.github.io/publication/closed-form-058/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/closed-form-058/Coded Computation across Shared Heterogeneous Workers with Communication Delayhttps://souig.github.io/publication/coded-computation-037/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/coded-computation-037/Coded Computation Across Shared Heterogeneous Workswith Communication Delayhttps://souig.github.io/publication/coded-computation-136/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/coded-computation-136/Coded Computationover Heterogeneous Workerswith Random Task Arrivalshttps://souig.github.io/publication/coded-computationover-044/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/coded-computationover-044/Collaborative mobile clouds: an energy efficient paradigmforcontentsharinghttps://souig.github.io/publication/collaborative-mobile-087/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/collaborative-mobile-087/Collaborative Perception Oriented Wireless Com- municationsfor Intelligent Unmanned Systemshttps://souig.github.io/publication/collaborative-perception-017/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/collaborative-perception-017/Computationpeeroffloadingforenergy-constrainedmobileedgecom- putinginsmall-cellnetworkshttps://souig.github.io/publication/computationpeeroffloadingforenergy-constrainedmobileedgecom-080/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/computationpeeroffloadingforenergy-constrainedmobileedgecom-080/CONCERT: a cloud-based architecture for next- generationcellularsystemshttps://souig.github.io/publication/concert-a-116/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/concert-a-116/Coverage Analyseson Directional Transmissions Ultra-Dense Networkswith Imperfect Beam Alignmenthttps://souig.github.io/publication/coverage-analyseson-039/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/coverage-analyseson-039/CPU-Utilization-Aware Scheduling for In-Vehicle Distributed Computinghttps://souig.github.io/publication/cpu-utilization-156/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/cpu-utilization-156/Data-drivenusercomplaintpredictionfor mobileaccessnetworkshttps://souig.github.io/publication/data-drivenusercomplaintpredictionfor-079/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/data-drivenusercomplaintpredictionfor-079/Deep learning based optimization in wireless networkhttps://souig.github.io/publication/deep-learning-221/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/deep-learning-221/Deep Nap: Data-drivenbasestationsleepingopera- tionsthroughdeepreinforcementlearninghttps://souig.github.io/publication/deep-nap-078/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/deep-nap-078/Delay Optimization of Coded Computing With Hierarchical Task Partitioninghttps://souig.github.io/publication/delay-optimization-026/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/delay-optimization-026/Delay-constrainedenergy-optimalbasestationsleeping controlhttps://souig.github.io/publication/delay-constrainedenergy-102/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/delay-constrainedenergy-102/Distributed Policy Learning Based Random Access for Diversified QoSRequirementshttps://souig.github.io/publication/distributed-policy-189/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/distributed-policy-189/Distributed Task Replication for Vehicular Edge Computing: Perfor- mance Analysisand Learning-based Algorithmhttps://souig.github.io/publication/distributed-task-049/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/distributed-task-049/Distributedadaptationofquantizedfeedbackfordownlinknetwork MIMOsystemshttps://souig.github.io/publication/distributedadaptationofquantizedfeedbackfordownlinknetwork-mimosystems-133/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/distributedadaptationofquantizedfeedbackfordownlinknetwork-mimosystems-133/Dynamic Caching: ACollaborative Designof Storageand Backhaulhttps://souig.github.io/publication/dynamic-caching-057/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/dynamic-caching-057/Dynamic channel acquisition in MU-MIMOhttps://souig.github.io/publication/dynamic-channel-115/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/dynamic-channel-115/Dynamic Compression Ratio Selection for Edge Inference Systems with Hard Deadlineshttps://souig.github.io/publication/dynamic-compression-053/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/dynamic-compression-053/E2M2: Energyefficientmobilitymanagementindensesmall cellswithmobileedgecomputinghttps://souig.github.io/publication/e2m2-energyefficientmobilitymanagementindensesmall-219/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/e2m2-energyefficientmobilitymanagementindensesmall-219/Edge Learningwith Timeliness Constraints: Chal- lengesand Solutionshttps://souig.github.io/publication/edge-learningwith-051/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/edge-learningwith-051/EMM:Energy-awaremobilitymanagementformobileedgecomputing in ultra dense networkshttps://souig.github.io/publication/emm-energy-091/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/emm-energy-091/Energy efficient mobile edge computing in dense cellular networkshttps://souig.github.io/publication/energy-efficient-218/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-efficient-218/Energy Efficient Resource Allocation for Wireless Power Transfer Enabled Collaborative Mobile Cloudshttps://souig.github.io/publication/energy-efficient-141/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-efficient-141/Energy-awarenetworkplan- ningforwirelesscellularsystemswithinter-cellcooperationhttps://souig.github.io/publication/energy-awarenetworkplan-151/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-awarenetworkplan-151/Energy-Efficient Collaborative Percep- tion: ABlock-SkippingDNNApproachwith Dynamic Frequency Scalingand Environment Aware- nesshttps://souig.github.io/publication/energy-efficient-002/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-efficient-002/Energy-optimal computation offloading withdelayconstraintsinmobileedgecomputingsystemswithheterogeneouscloudshttps://souig.github.io/publication/energy-optimal-054/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-optimal-054/Energy-optimalanddelay-boundedcompu- tationoffloadinginmobileedgecomputingwithheterogeneouscloudshttps://souig.github.io/publication/energy-optimalanddelay-139/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-optimalanddelay-139/Energy-sustainabletrafficsteeringfor 5Gmobilenetworkshttps://souig.github.io/publication/energy-sustainabletrafficsteeringfor-092/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energy-sustainabletrafficsteeringfor-092/Energyefficientnetworkplanninganddynamiccontrolforhyper- cellularnetworkhttps://souig.github.io/publication/energyefficientnetworkplanninganddynamiccontrolforhyper-cellularnetwork-093/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/energyefficientnetworkplanninganddynamiccontrolforhyper-cellularnetwork-093/Error Analysisfor Status Updatefrom Sensorswith Tem- porallyand Spatially Correlated Observationshttps://souig.github.io/publication/error-analysisfor-048/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/error-analysisfor-048/Exploitingwirelesschannel stateinformationstructuresbeyondlinearcorrelations: Adeeplearningapproachhttps://souig.github.io/publication/exploitingwirelesschannel-stateinformationstructuresbeyondlinearcorrelations-077/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/exploitingwirelesschannel-stateinformationstructuresbeyondlinearcorrelations-077/Flex Gen: Efficient On-Demand GenerativeAIService With Flexible Diffusion Modelin Mobile Edge Networkshttps://souig.github.io/publication/flex-gen-011/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/flex-gen-011/Flexible Functional Split and Power Control for Energy Harvesting Cloud Radio Access Networkshttps://souig.github.io/publication/flexible-functional-059/Mon, 01 Jan 2024 00:00:00 +0000https://souig.github.io/publication/flexible-functional-059/Flexiblefunctionalsplit in C-RANwithrenewableenergypoweredremote 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00:00:00 +0000https://souig.github.io/publication/achieving-cooperative-173/Adaptive Transmissionfor Edge Learningvia Training Loss Estimationhttps://souig.github.io/publication/adaptive-transmissionfor-177/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/adaptive-transmissionfor-177/ADeep Reinforcement Learning Frame- workto Combat Dynamic Blockageinmm WaveV2XNetworkshttps://souig.github.io/publication/adeep-reinforcement-181/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/adeep-reinforcement-181/Beyond Age: Urgencyof Informationfor Timeliness Guaranteein Status Update Systemshttps://souig.github.io/publication/beyond-age-182/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/beyond-age-182/Cluster-Based Cooperative Digital Over-the-Air Aggregation for Wireless Federated Edge Learninghttps://souig.github.io/publication/cluster-based-175/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/cluster-based-175/Energy-Aware Analog Aggregation for Federated Learning with Redundant Datahttps://souig.github.io/publication/energy-aware-178/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/energy-aware-178/Space-air-groundintegratedvehicularnetworkforconnected and automated vehicles: Challenges and solutionshttps://souig.github.io/publication/space-air-138/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/space-air-138/Timely Status Update Basedon Urgencyof Informationwith Statistical Contexthttps://souig.github.io/publication/timely-status-174/Wed, 01 Jan 2020 00:00:00 +0000https://souig.github.io/publication/timely-status-174/, Scalable Multi-Agent Learningfor Situationally- Aware Multiple-Accessand Grant-Free Transmissionshttps://souig.github.io/publication/scalable-multi-188/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/scalable-multi-188/Age of Information and Delay Tradeoff with Freshness-Aware Mobile Edge Cache Updatehttps://souig.github.io/publication/age-of-186/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/age-of-186/Bi Directionalmissionoffloadingforagilespace- air-groundintegratednetworkshttps://souig.github.io/publication/bi-directionalmissionoffloadingforagilespace-076/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/bi-directionalmissionoffloadingforagilespace-076/Context-Aware Information Lapse for Timely Status Updates in Remote Control Systemshttps://souig.github.io/publication/context-aware-185/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/context-aware-185/Heterogeneous Coded Computationacross Heterogeneous Workershttps://souig.github.io/publication/heterogeneous-coded-183/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/heterogeneous-coded-183/Service Function Chain Planningwith Resource Balancingin Space-Air-Ground Integrated Networkshttps://souig.github.io/publication/service-function-184/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/service-function-184/Statusfroma Random Field: How Densely Should One Update?https://souig.github.io/publication/statusfroma-random-187/Tue, 01 Jan 2019 00:00:00 +0000https://souig.github.io/publication/statusfroma-random-187/, A1.58Gbps/W0.40Gbps/mm^2ASICimple-mentation of MMSE detection for 128X8 64-QAM massive MIMO in 65 nm CMOShttps://souig.github.io/publication/a1-58gbps-084/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/a1-58gbps-084/, Joint Optimizationof Cache Allocationand Content Placementin Urban Vehicular Networkshttps://souig.github.io/publication/joint-optimizationof-196/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/joint-optimizationof-196/ATwo-Step Learningand Interpolation Methodfor Location-Based Channel Database Constructionhttps://souig.github.io/publication/atwo-step-199/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/atwo-step-199/Can Decentralized Status Update Achieve Uni- versally Near-Optimal Age-of-Informationin Wireless Multiaccess Channels?https://souig.github.io/publication/can-decentralized-202/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/can-decentralized-202/Decentralized status update for age- of-informationoptimizationinwirelessmultiaccesschannelshttps://souig.github.io/publication/decentralized-status-204/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/decentralized-status-204/Energy-efficientUAVdeploymentwithflexiblefunctionalsplitselectionhttps://souig.github.io/publication/energy-efficientuavdeploymentwithflexiblefunctionalsplitselection-203/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/energy-efficientuavdeploymentwithflexiblefunctionalsplitselection-203/Improved Scaling Lawfor Status Update Timelinessin Massive IoT by Elastic Spatial Multiplexinghttps://souig.github.io/publication/improved-scaling-197/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/improved-scaling-197/Inferring Remote Channel State Infor- mation: Cramer-Rao Lower Boundand Deep Learning Implementationhttps://souig.github.io/publication/inferring-remote-198/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/inferring-remote-198/Learning Based Security for V ANET with Blockchainhttps://souig.github.io/publication/learning-based-194/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/learning-based-194/Mode Selection in UAV-aided Vehicular Network: an Evolutionary Game Approachhttps://souig.github.io/publication/mode-selection-201/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/mode-selection-201/Task Replication for Vehicular Edge Computing: A Combinatorial Multi-Armed Banditbased Approachhttps://souig.github.io/publication/task-replication-195/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/task-replication-195/Time-sequence channel inference for beam alignment in vehicularnetworkshttps://souig.github.io/publication/time-sequence-200/Mon, 01 Jan 2018 00:00:00 +0000https://souig.github.io/publication/time-sequence-200/, HowoftenshouldCSIbeupdatedformassiveMIMOsystems withmassiveconnectivity?https://souig.github.io/publication/howoftenshouldcsibeupdatedformassivemimosystems-withmassiveconnectivity-209/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/howoftenshouldcsibeupdatedformassivemimosystems-withmassiveconnectivity-209/Ablockcoordinatedupdatemethodforbeam-basedmassiveMIMO downlinkschedulingbasedonstatisticalCSIhttps://souig.github.io/publication/ablockcoordinatedupdatemethodforbeam-basedmassivemimo-208/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/ablockcoordinatedupdatemethodforbeam-basedmassivemimo-208/Computationpeeroffloadinginmobileedgecomputingwithenergy budgetshttps://souig.github.io/publication/computationpeeroffloadinginmobileedgecomputingwithenergy-budgets-211/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/computationpeeroffloadinginmobileedgecomputingwithenergy-budgets-211/Elasticlocalbreakoutstrategyandimplementationfor delay-sensitivepacketswithlocalsignificancehttps://souig.github.io/publication/elasticlocalbreakoutstrategyandimplementationfor-delay-212/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/elasticlocalbreakoutstrategyandimplementationfor-delay-212/Joint Resource Provisioningfor Internet Datacenterswith Diverse and Dynamic Traffichttps://souig.github.io/publication/joint-resource-140/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/joint-resource-140/L.Wang and S.Zhou,“Fractionaldynamiccaching: minimizingthefiledeliverytimeunderlimited backhaul,“IEEEShttps://souig.github.io/publication/l-wang-213/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/l-wang-213/Proactive content push in heterogeneous networks with multiple energyharvestingsmallcellshttps://souig.github.io/publication/proactive-content-214/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/proactive-content-214/S.Chen,Z.Jiang,J.Liu,R.Vannithamby,S.Zhou,Z.Niu,andY.Wu“Remotechannelinferencefor beamforminginultrahttps://souig.github.io/publication/s-chen-210/Sun, 01 Jan 2017 00:00:00 +0000https://souig.github.io/publication/s-chen-210/, Scalablenon-orthogonalpilotdesignformassiveMIMOsystemswith massiveconnectivityhttps://souig.github.io/publication/scalablenon-orthogonalpilotdesignformassivemimosystemswith-222/Fri, 01 Jan 2016 00:00:00 +0000https://souig.github.io/publication/scalablenon-orthogonalpilotdesignformassivemimosystemswith-222/Energy-Efficient Resource Allocation and User Schedulingfor Collaborative Mobile Cloudswith Hybrid Receivershttps://souig.github.io/publication/energy-efficient-142/Fri, 01 Jan 2016 00:00:00 +0000https://souig.github.io/publication/energy-efficient-142/Impact of mobile instant messaging applications onsignalingload and UEenergyconsumptionhttps://souig.github.io/publication/impact-of-099/Fri, 01 Jan 2016 00:00:00 +0000https://souig.github.io/publication/impact-of-099/Jointoptimizationofcontentcachingandpushinrenewable energypoweredsmallcellshttps://souig.github.io/publication/jointoptimizationofcontentcachingandpushinrenewable-energypoweredsmallcells-223/Fri, 01 Jan 2016 00:00:00 +0000https://souig.github.io/publication/jointoptimizationofcontentcachingandpushinrenewable-energypoweredsmallcells-223/On the online minimization of completion time in an energy har- vestingsystemhttps://souig.github.io/publication/on-the-225/Fri, 01 Jan 2016 00:00:00 +0000https://souig.github.io/publication/on-the-225/Pricing policy and computational resource provi- sioningfor Delay-awaremobileedgecomputinghttps://souig.github.io/publication/pricing-policy-224/Fri, 01 Jan 2016 00:00:00 +0000https://souig.github.io/publication/pricing-policy-224/A Cooperative scheduling scheme of local cloud andinternetcloudfordelay-awaremobilecloudcomputinghttps://souig.github.io/publication/a-cooperative-228/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/a-cooperative-228/Energy-efficienttaskoffloadingformultiusermobilecloud computinghttps://souig.github.io/publication/energy-efficienttaskoffloadingformultiusermobilecloud-229/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/energy-efficienttaskoffloadingformultiusermobilecloud-229/Graph-basedframeworkforflexiblebasebandfunction splittingandplacement in C-RANhttps://souig.github.io/publication/graph-basedframeworkforflexiblebasebandfunction-231/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/graph-basedframeworkforflexiblebasebandfunction-231/On dimensionality loss in FDD Massive MIMO Systemshttps://souig.github.io/publication/on-dimensionality-233/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/on-dimensionality-233/Optimal Power Allocationon Discrete Energy Harvesting Modelhttps://souig.github.io/publication/optimal-power-144/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/optimal-power-144/Proactive push with energy harvesting based small cells in heterogeneousnetworkshttps://souig.github.io/publication/proactive-push-230/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/proactive-push-230/RF chain and user selection for multiuser MIMO systems underrandomdataarrivalhttps://souig.github.io/publication/rf-chain-232/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/rf-chain-232/Seeingtheunobservable: channellearningforwirelesscom- municationnetworkshttps://souig.github.io/publication/seeingtheunobservable-channellearningforwirelesscom-227/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/seeingtheunobservable-channellearningforwirelesscom-227/Spatialtrafficshapinginheterogeneous cellular networks with energy harvestinghttps://souig.github.io/publication/spatialtrafficshapinginheterogeneous-cellular-226/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/spatialtrafficshapinginheterogeneous-cellular-226/Userschedulinginpilot-assistedTDDmultiuserMIMOsystemshttps://souig.github.io/publication/userschedulinginpilot-assistedtddmultiusermimosystems-234/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/userschedulinginpilot-assistedtddmultiusermimosystems-234/X.Wang,J.Gong,C.Hu,S.Zhou,andZ.Niu“, Optimalpowerallocationondiscreteenergyharvesting model,“EURASIPhttps://souig.github.io/publication/x-wang-114/Thu, 01 Jan 2015 00:00:00 +0000https://souig.github.io/publication/x-wang-114/, Onthestatisticalmultiplexinggainofvirtualbasestationpoolshttps://souig.github.io/publication/pub-236/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/pub-236/, Trafficawareoffloading for BSsleepinginheterogeneousnet-workshttps://souig.github.io/publication/trafficawareoffloading-for-238/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/trafficawareoffloading-for-238/A practical channel allocation scheme based on the weighted conflict graph in heterogeneous networkshttps://souig.github.io/publication/a-practical-239/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/a-practical-239/An Energy-EfficientOFDMScheme Basedon Time-Frequency Joint Channel Estimationhttps://souig.github.io/publication/an-energy-145/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/an-energy-145/CONCERT:ACloud-Based Architec- turefor Next-Generation Cellular Systems Mobile Converged Networkshttps://souig.github.io/publication/concert-acloud-146/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/concert-acloud-146/Downlinkbasestationcooperationwithenergyharvestinghttps://souig.github.io/publication/pub-237/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/pub-237/Energy Efficient Sleep Schedulingfor VoIP overWLANshttps://souig.github.io/publication/energy-efficient-148/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/energy-efficient-148/Energy-efficiencyandspectrum-efficiencytradeoffincoor- dinatedsmall-cellnetworkshttps://souig.github.io/publication/energy-efficiencyandspectrum-240/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/energy-efficiencyandspectrum-240/Energy-efficientantennaselectionandpowerallocationfor large-scale multiple antenna systems with hybrid energy supplyhttps://souig.github.io/publication/energy-efficientantennaselectionandpowerallocationfor-235/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/energy-efficientantennaselectionandpowerallocationfor-235/Traffic-aware data and signaling resource managementforgreencellularnetworkshttps://souig.github.io/publication/traffic-aware-241/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/traffic-aware-241/Traffic-aware network planning and green operation with BSsleepingandcellzoominghttps://souig.github.io/publication/traffic-aware-147/Wed, 01 Jan 2014 00:00:00 +0000https://souig.github.io/publication/traffic-aware-147/, Spatialmodelingofscalablespatially-correlatedlog-normaldis-tributed traffic inhomogeneity and energy-efficient network planninghttps://souig.github.io/publication/spatialmodelingofscalablespatially-correlatedlog-246/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/spatialmodelingofscalablespatially-correlatedlog-246/Energy Saving in Cellular Networks by Dynamic RS-BS Association andBSSwitchinghttps://souig.github.io/publication/energy-saving-149/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/energy-saving-149/Jointoptimizationoffrequencyallocationanduserassociationwith differentiatedserviceinhyper-cellularnetworkshttps://souig.github.io/publication/jointoptimizationoffrequencyallocationanduserassociationwith-differentiatedserviceinhyper-245/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/jointoptimizationoffrequencyallocationanduserassociationwith-differentiatedserviceinhyper-245/Optimal Combinationof Base Station Densitiesfor Cost- Efficient Two-tier Heterogeneous Cellular Networkshttps://souig.github.io/publication/optimal-combinationof-150/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/optimal-combinationof-150/Optimalwake-upmechanismforsinglebasestationwith sleepmodehttps://souig.github.io/publication/optimalwake-upmechanismforsinglebasestationwith-244/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/optimalwake-upmechanismforsinglebasestationwith-244/Sleep control for base station powered by heterogenous energy sourceshttps://souig.github.io/publication/sleep-control-243/Tue, 01 Jan 2013 00:00:00 +0000https://souig.github.io/publication/sleep-control-243/Capacity bounds of downlink network MIMO systems with inter- clusterinterferencehttps://souig.github.io/publication/capacity-bounds-247/Sun, 01 Jan 2012 00:00:00 +0000https://souig.github.io/publication/capacity-bounds-247/Energy efficiency and resource optimized hyper- cellular mobile communication system architecture and its technical challengeshttps://souig.github.io/publication/energy-efficiency-130/Sun, 01 Jan 2012 00:00:00 +0000https://souig.github.io/publication/energy-efficiency-130/Energymanagementandresourceoptimizationforwireless communications under dynamic energy harvestinghttps://souig.github.io/publication/energymanagementandresourceoptimizationforwireless-communications-129/Sun, 01 Jan 2012 00:00:00 +0000https://souig.github.io/publication/energymanagementandresourceoptimizationforwireless-communications-129/Improvingnetworkthroughputin 60GHz WLANs via multi-AP diversityhttps://souig.github.io/publication/improvingnetworkthroughputin-60ghz-248/Sun, 01 Jan 2012 00:00:00 +0000https://souig.github.io/publication/improvingnetworkthroughputin-60ghz-248/Optimal base station density for energy-efficient heterogeneous net- workshttps://souig.github.io/publication/optimal-base-249/Sun, 01 Jan 2012 00:00:00 +0000https://souig.github.io/publication/optimal-base-249/Minimizingtransmitpowerinavirtual-celldown- linkwithdistributedantennashttps://souig.github.io/publication/minimizingtransmitpowerinavirtual-celldown-250/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/minimizingtransmitpowerinavirtual-celldown-250/Multi-hoprelaynetworkforbasestationenergysavinganditsperfor- manceevaluationhttps://souig.github.io/publication/multi-hoprelaynetworkforbasestationenergysavinganditsperfor-251/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/multi-hoprelaynetworkforbasestationenergysavinganditsperfor-251/On optimal relay placement and sleep control to improve en- ergyefficiencyincellularnetworkshttps://souig.github.io/publication/on-optimal-253/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/on-optimal-253/Queuing on energy-efficient wireless transmissions with adaptive modulationandcodinghttps://souig.github.io/publication/queuing-on-254/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/queuing-on-254/schedulinganddynamicclusteringindownlink cellularnetworkshttps://souig.github.io/publication/schedulinganddynamicclusteringindownlink-cellularnetworks-252/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/schedulinganddynamicclusteringindownlink-cellularnetworks-252/TANGO:Traffic-Aware Network Planningand Green Operationhttps://souig.github.io/publication/tango-traffic-152/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/tango-traffic-152/Towards Dynamic Energy- Efficient Operation of Cellular Network Infrastructurehttps://souig.github.io/publication/towards-dynamic-153/Sat, 01 Jan 2011 00:00:00 +0000https://souig.github.io/publication/towards-dynamic-153/