2024
FedSwarm: An Adaptive Federated Learning Framework for Scalable AIoT.
IEEE Internet Things J., 2024
Large Language Models (LLMs) for Wireless Networks: An Overview from the Prompt Engineering Perspective.
CoRR, 2024
Self-Refined Generative Foundation Models for Wireless Traffic Prediction.
CoRR, 2024
Less or More From Teacher: Exploiting Trilateral Geometry For Knowledge Distillation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Eliminating Space Scanning: Fast mmWave Beam Alignment with UWB Radios.
ACM Trans. Sens. Networks, November, 2023
Blockchain-Based Federated Learning: A Systematic Survey.
IEEE Netw., November, 2023
Learning From FM Communications: Toward Accurate, Efficient, All-Terrain Vehicle Localization.
IEEE/ACM Trans. Netw., February, 2023
Dynamic Consolidation for Continual Learning.
Neural Comput., February, 2023
Teacher-Student Architecture for Knowledge Distillation: A Survey.
CoRR, 2023
The Future of ChatGPT-enabled Labor Market: A Preliminary Study.
CoRR, 2023
Hyperspherical Quantization: Toward Smaller and More Accurate Models.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Uncertainty-Aware Probabilistic Travel Time Prediction for On-Demand Ride-Hailing at DiDi.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
iETA: A Robust and Scalable Incremental Learning Framework for Time-of-Arrival Estimation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
2022
Fidora: Robust WiFi-Based Indoor Localization via Unsupervised Domain Adaptation.
IEEE Internet Things J., 2022
Teacher-Student Architecture for Knowledge Learning: A Survey.
CoRR, 2022
Gradient-based Bi-level Optimization for Deep Learning: A Survey.
CoRR, 2022
Unbiased Implicit Feedback via Bi-level Optimization.
CoRR, 2022
Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey.
CoRR, 2022
Communication Traffic Prediction with Continual Knowledge Distillation.
Proceedings of the IEEE International Conference on Communications, 2022
Data-Efficient Communication Traffic Prediction With Deep Transfer Learning.
Proceedings of the IEEE International Conference on Communications, 2022
Resource Management for Heterogeneous Aerial Networks with Backhaul Constraints.
Proceedings of the IEEE Global Communications Conference, 2022
A Provably Secure ECC-based Multi-factor 5G-AKA Authentication Protocol.
Proceedings of the IEEE Global Communications Conference, 2022
2021
DAFI: WiFi-based Device-free Indoor Localization via Domain Adaptation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
Generalized Data Weighting via Class-level Gradient Manipulation.
CoRR, 2021
Generalized DataWeighting via Class-Level Gradient Manipulation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
UWB-Assisted Fast mmWave Beam Alignment.
Proceedings of the ICC 2021, 2021
Hierarchical Policy Learning for Hybrid Communication Load Balancing.
Proceedings of the ICC 2021, 2021
Load Balancing for Communication Networks via Data-Efficient Deep Reinforcement Learning.
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Proceedings of the IEEE Global Communications Conference, 2021
Learning Assisted Identification of Scenarios Where Network Optimization Algorithms Under-Perform.
Proceedings of the IEEE Global Communications Conference, 2021
AFB: Improving Communication Load Forecasting Accuracy with Adaptive Feature Boosting.
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Proceedings of the IEEE Global Communications Conference, 2021
One for All: Traffic Prediction at Heterogeneous 5G Edge with Data-Efficient Transfer Learning.
Proceedings of the IEEE Global Communications Conference, 2021
Impact Patterns of Combining Model Pruning and Continual Learning on Model Performance.
Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021
2020
FiDo: Ubiquitous Fine-Grained WiFi-based Localization for Unlabelled Users via Domain Adaptation.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
PresSense: Passive Respiration Sensing via Ambient WiFi Signals in Noisy Environments.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
2019
RadioLoc: Learning Vehicle Locations with FM Signal in All-Terrain Environments.
Proceedings of the 16th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2019
GreenBroker: Optimal Electric Vehicle Park-and-Charge Control via Vehicle-to-Infrastructure Communication.
Proceedings of the 7th IEEE International Black Sea Conference on Communications and Networking BlackSeaCom 2019, 2019
2017
LORA: Loss Differentiation Rate Adaptation Scheme for Vehicle-to-Vehicle Safety Communications.
IEEE Trans. Veh. Technol., 2017
AdaSharing: Adaptive Data Sharing in Collaborative Robots.
IEEE Trans. Ind. Electron., 2017
Joint adaptation framework in mobile ad hoc networks: A control theory perspective.
Neurocomputing, 2017
Taming the inconsistency of Wi-Fi fingerprints for device-free passive indoor localization.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017
2016
Software Reliability Analysis Using Weakest Preconditions in Linear Assignment Programs.
IEEE Trans. Software Eng., 2016
Efficient Opinion Summarization on Comments with Online-LDA.
Int. J. Comput. Commun. Control, 2016
DRIVING: Distributed Scheduling for Video Streaming in Vehicular Wi-Fi Systems.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
How cars talk louder, clearer and fairer: Optimizing the communication performance of connected vehicles via online synchronous control.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016
2015
The answer is rolling on wheels: Modeling and performance evaluation of in-cabin Wi-Fi communications.
Veh. Commun., 2015
Utilization Control and Optimization of Real-Time Embedded Systems.
Found. Trends Electron. Des. Autom., 2015
FINE: Frequency-divided instantaneous neighbors estimation system in vehicular networks.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015
Data preference matters: A new perspective of safety data dissemination in vehicular ad hoc networks.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
Solving the performance puzzle of DSRC multi-channel operations.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Auc2Charge: An Online Auction Framework for Eectric Vehicle Park-and-Charge.
Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015
2014
DTS: Dynamic TDMA scheduling for Networked Control Systems.
J. Syst. Archit., 2014
Dynamics of Information Spreading in Online Social Networks.
CoRR, 2014
Intelligent joint spatio-temporal management of electric vehicle charging and data center power consumption.
Proceedings of the International Green Computing Conference, 2014
Right time in right place: Taming workload balancing oscillations in internet data center cost management.
Proceedings of the International Green Computing Conference, 2014
2013
SyRaFa: Synchronous Rate and Frequency Adjustment for Utilization Control in Distributed Real-Time Embedded Systems.
IEEE Trans. Parallel Distributed Syst., 2013
2012
TailCon: Power-Minimizing Tail Percentile Control of Response Time in Server Clusters.
Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012
CSS: Conditional State-Based Scheduling for Networked Control Systems.
Proceedings of the 2012 IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2012
2010
Online decentralized adaptive optimal controller design of CPU utilization for Distributed Real-Time Embedded systems.
Proceedings of the American Control Conference, 2010