2025
FairGuard: A Fairness Attack and Defense Framework in Federated Learning.
IEEE Trans. Dependable Secur. Comput., 2025
Augmenting Online Algorithms for Knapsack Problem with Total Weight Information.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Competitive Analysis of Online Elastic Caching of Transient Data in Multi-Tiered Content Delivery Network.
IEEE Trans. Parallel Distributed Syst., December, 2024
Federated PCA on Grassmann Manifold for IoT Anomaly Detection.
IEEE/ACM Trans. Netw., October, 2024
Joint Video Denoising and Super-Resolution Network for IoT Cameras.
IEEE Internet Things J., September, 2024
Corrections to "DNN Surgery: Accelerating DNN Inference on the Edge through Layer Partitioning".
IEEE Trans. Cloud Comput., 2024
Contribution-wise Byzantine-robust aggregation for Class-Balanced Federated Learning.
Inf. Sci., 2024
Coarse-to-Fine: A hierarchical DNN inference framework for edge computing.
Future Gener. Comput. Syst., 2024
Bridging the Gap: Sketch-Aware Interpolation Network for High-Quality Animation Sketch Inbetweening.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
DPG-FairFL: A Dual-Phase GAN-Based Defense Framework Against Image-Based Fairness Data Poisoning Attacks in Federated Learning.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2024
Robust Federated Unlearning.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
Competitive Analysis of Online Facility Open Problem.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
2023
Hierarchical Federated Learning With Momentum Acceleration in Multi-Tier Networks.
IEEE Trans. Parallel Distributed Syst., October, 2023
FastSlowMo: Federated Learning With Combined Worker and Aggregator Momenta.
IEEE Trans. Artif. Intell., October, 2023
Enhancing federated learning robustness in adversarial environment through clustering Non-IID features.
Comput. Secur., September, 2023
Discriminative Metric Learning for Partial Label Learning.
IEEE Trans. Neural Networks Learn. Syst., August, 2023
A Unifying Probabilistic Framework for Partially Labeled Data Learning.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
Dynamic path learning in decision trees using contextual bandits.
World Wide Web (WWW), January, 2023
SOAR: Smart Online Aggregated Reservation for Mobile Edge Computing Brokerage Services.
IEEE Trans. Mob. Comput., 2023
DNN Surgery: Accelerating DNN Inference on the Edge Through Layer Partitioning.
IEEE Trans. Cloud Comput., 2023
Honest Score Client Selection Scheme: Preventing Federated Learning Label Flipping Attacks in Non-IID Scenarios.
CoRR, 2023
Bridging the Gap: Fine-to-Coarse Sketch Interpolation Network for High-Quality Animation Sketch Inbetweening.
CoRR, 2023
Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads.
CoRR, 2023
FedMAE: Federated Self-Supervised Learning with One-Block Masked Auto-Encoder.
CoRR, 2023
FedIL: Federated Incremental Learning from Decentralized Unlabeled Data with Convergence Analysis.
CoRR, 2023
ASRSR: Adaptive Sending Resolution and Super-resolution for Real-time Video Streaming.
Proceedings of the 19th ACM International Symposium on QoS and Security for Wireless and Mobile Networks, 2023
Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks.
Proceedings of the IEEE INFOCOM 2023, 2023
Real-time Night Surveillance Video Retrieval through Calibrated Denoising and Super-resolution.
Proceedings of the International Joint Conference on Neural Networks, 2023
Online Task Assignment with Controllable Processing Time.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
WirelessDT: A Digital Twin Platform for Real- Time Evaluation of Wireless Software Applications.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023
ITIF: Integrated Transformers Inference Framework for Multiple Tenants on GPU.
Proceedings of the 52nd International Conference on Parallel Processing, 2023
Trajectory Alignment based Multi-Scaled Temporal Attention for Efficient Video Transformer.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Hierarchical Federated Learning with Adaptive Momentum in Multi-Tier Networks.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Real-EVE: Real-Time Edge-Assist Video Enhancement for Joint Denoising and Super-Resolution.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2023
Random Padding Data Augmentation.
Proceedings of the Data Science and Machine Learning, 2023
3RE-Net: Joint Loss-REcovery and Super-REsolution Neural Network for REal-Time Video.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023
ICB FL: Implicit Class Balancing Towards Fairness in Federated Learning.
Proceedings of the 2023 Australasian Computer Science Week, 2023
2022
Federated Learning With Nesterov Accelerated Gradient.
IEEE Trans. Parallel Distributed Syst., 2022
DONE: Distributed Approximate Newton-type Method for Federated Edge Learning.
IEEE Trans. Parallel Distributed Syst., 2022
Top- Partial Label Machine.
IEEE Trans. Neural Networks Learn. Syst., 2022
Generalized Large Margin $k$NN for Partial Label Learning.
IEEE Trans. Multim., 2022
Asynchronous Semi-Supervised Federated Learning with Provable Convergence in Edge Computing.
IEEE Netw., 2022
Enhancing disk input output performance in consolidated virtualized cloud platforms using a randomized approximation scheme.
Concurr. Comput. Pract. Exp., 2022
DeepWiSim: a wireless signal simulator for automatic deep learning.
Proceedings of the SIGCOMM '22 Poster and Demo Sessions, 2022
Edge-assisted deep video denoising and super-resolution for real-time surveillance at night.
Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022
A two-level architecture for deep learning applications in mobile edge computing.
Proceedings of the MobiArch '22: Proceedings of the 17th ACM Workshop on Mobility in the Evolving Internet Architecture, 2022
Competitive Analysis for Multi-Commodity Ski-Rental Problem.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Semi-Online Multi-Machine with Restart Scheduling for Integrated Edge and Cloud Computing Systems.
Proceedings of the 51st International Conference on Parallel Processing, 2022
Partial Label Learning via Label Influence Function.
Proceedings of the International Conference on Machine Learning, 2022
Enhancing Federated Learning Robustness Through Clustering Non-IID Features.
Proceedings of the Computer Vision - ACCV 2022 Workshops, 2022
Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
eDeepSave: Saving DNN Inference using Early Exit During Handovers in Mobile Edge Environment.
ACM Trans. Sens. Networks, 2021
Federated Learning Over Wireless Networks: Convergence Analysis and Resource Allocation.
IEEE/ACM Trans. Netw., 2021
A Universally Composable Key Exchange Protocol for Advanced Metering Infrastructure in the Energy Internet.
IEEE Trans. Ind. Informatics, 2021
Understanding Partial Multi-Label Learning via Mutual Information.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
GauPro: An Accuracy-Improved Indoor Positioning System Based on Beacon Probabilistic Fingerprint.
Proceedings of the 2021 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2021
Fast Multi-label Learning.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Dynamic Early Exit Scheduling for Deep Neural Network Inference through Contextual Bandits.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021
Learning Early Exit for Deep Neural Network Inference on Mobile Devices through Multi-Armed Bandits.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021
Online Hedge Reservation for Diverse Plans and Competitive Analysis.
Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021
Competitive Analysis for Two-Level Ski-Rental Problem.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Prune and Plant: Efficient Placement and Parallelism of Virtual Network Functions.
IEEE Trans. Computers, 2020
DONE: Distributed Newton-type Method for Federated Edge Learning.
CoRR, 2020
Federated Learning with Nesterov Accelerated Gradient Momentum Method.
CoRR, 2020
Online Metric Learning for Multi-Label Classification.
CoRR, 2020
Accelerating on-device DNN inference during service outage through scheduling early exit.
Comput. Commun., 2020
Connection-based Pricing for IoT Devices: Motivation, Comparison, and Potential Problems.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Federated Learning with Proximal Stochastic Variance Reduced Gradient Algorithms.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020
Q-Flink: A QoS-Aware Controller for Apache Flink.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
Online Metric Learning for Multi-Label Classification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Universally Composable Key Bootstrapping and Secure Communication Protocols for the Energy Internet.
IEEE Trans. Inf. Forensics Secur., 2019
Managing Vertical Handovers in Millimeter Wave Heterogeneous Networks.
IEEE Trans. Commun., 2019
The Internet of Things for Smart Cities: Technologies and Applications.
IEEE Netw., 2019
Filling Two Needs With One Deed: Combo Pricing Plans for Computing-Intensive Multimedia Applications.
IEEE J. Sel. Areas Commun., 2019
Data Rate Utility Analysis for Uplink Two-Hop Internet of Things Networks.
IEEE Internet Things J., 2019
Editorial of CCF transactions on networking: special issue on edge computing and networking.
CCF Trans. Netw., 2019
New Parallel Algorithms for All Pairwise Computation on Large HPC Clusters.
Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019
Real-Time Stream Data Processing at Scale.
Proceedings of the 20th International Conference on Parallel and Distributed Computing, 2019
SEE: Scheduling Early Exit for Mobile DNN Inference during Service Outage.
Proceedings of the 22nd International ACM Conference on Modeling, 2019
Federated Learning over Wireless Networks: Optimization Model Design and Analysis.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
Dynamic Adaptive DNN Surgery for Inference Acceleration on the Edge.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
Xyreum: A High-Performance and Scalable Blockchain for IIoT Security and Privacy.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
DeepSave: saving DNN inference during handovers on the edge.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019
2018
Optimizing Cluster Size Through Handoff Analysis in User-Centric Cooperative Wireless Networks.
IEEE Trans. Wirel. Commun., 2018
sTube+: An IoT Communication Sharing Architecture for Smart After-sales Maintenance in Buildings.
ACM Trans. Sens. Networks, 2018
A dynamic tradeoff data processing framework for delay-sensitive applications in Cloud of Things systems.
J. Parallel Distributed Comput., 2018
sTube: An Architecture for IoT Communication Sharing.
IEEE Commun. Mag., 2018
Ultra-Reliable Low Latency Cellular Networks: Use Cases, Challenges and Approaches.
IEEE Commun. Mag., 2018
sFog: Seamless Fog Computing Environment for Mobile IoT Applications.
Proceedings of the 21st ACM International Conference on Modeling, 2018
Ins and Outs: Optimal Caching and Re-Caching Policies in Mobile Networks.
Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018
User Mobility Analysis in Disjoint-Clustered Cooperative Wireless Networks.
Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018
IoT Communication Sharing: Scenarios, Algorithms and Implementation.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
A Lightweight Security and Privacy-Enhancing Key Establishment for Internet of Things Applications.
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Paying Less for More? Combo Plans for Edge-Computing Services.
Proceedings of the USENIX Workshop on Hot Topics in Edge Computing, 2018
2017
Joint Rate Control and Power Allocation for Non-Orthogonal Multiple Access Systems.
IEEE J. Sel. Areas Commun., 2017
Follow Me Fog: Toward Seamless Handover Timing Schemes in a Fog Computing Environment.
IEEE Commun. Mag., 2017
Adaptive Energy-Aware Computation Offloading for Cloud of Things Systems.
IEEE Access, 2017
Towards secure energy internet communication scheme: An identity-based key bootstrapping protocol supporting unicast and multicast.
Proceedings of the 16th IEEE International Symposium on Network Computing and Applications, 2017
Cost-Effective Processing in Fog-Integrated Internet of Things Ecosystems.
Proceedings of the 20th ACM International Conference on Modelling, 2017
Mobility handover optimization in millimeter wave heterogeneous networks.
Proceedings of the 17th International Symposium on Communications and Information Technologies, 2017
Multi-cell coordination via disjoint clustering in dense millimeter wave cellular networks.
Proceedings of the IEEE International Conference on Communications, 2017
2016
Cost-effective processing for Delay-sensitive applications in Cloud of Things systems.
Proceedings of the 15th IEEE International Symposium on Network Computing and Applications, 2016
Stochastic geometric analysis of handoffs in user-centric cooperative wireless networks.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016
2015
Stochastic Analysis of Uplink Interference in Two-Tier Femtocell Networks: Open Versus Closed Access.
IEEE Trans. Wirel. Commun., 2015
Uplink Interference Analysis for Two-Tier Cellular Networks With Diverse Users Under Random Spatial Patterns.
IEEE Trans. Wirel. Commun., 2015
Rate Maximization Through Structured Spectrum Allocation and User Association in Heterogeneous Cellular Networks.
IEEE Trans. Commun., 2015
Optimizing User Association and Spectrum Allocation in HetNets: A Utility Perspective.
IEEE J. Sel. Areas Commun., 2015
Stochastic Geometric Analysis of User Mobility in Heterogeneous Wireless Networks.
IEEE J. Sel. Areas Commun., 2015
Handoff Rate Analysis in Heterogeneous Wireless Networks with Poisson and Poisson Cluster Patterns.
Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2015
Radio resource allocation in heterogeneous wireless networks: A spatial-temporal perspective.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
Bitrate adaptation for mobile video streaming based on buffer and channel state.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
2014
Handoff rate analysis in heterogeneous cellular networks: a stochastic geometric approach.
Proceedings of the 17th ACM International Conference on Modeling, 2014
Structured spectrum allocation and user association in heterogeneous cellular networks.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014
Near-optimal spectrum allocation in multi-tier cellular networks with random inelastic traffic.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Insensitivity of User Distribution in Multicell Networks under General Mobility and Session Patterns.
IEEE Trans. Wirel. Commun., 2013
Understanding the benefits of open access in Femtocell networks: stochastic geometric analysis in the uplink.
Proceedings of the 16th ACM International Conference on Modeling, 2013
2012
TCP VON: Joint congestion control and online network coding for wireless networks.
Proceedings of the 2012 IEEE Global Communications Conference, 2012
2011
XOR in hexagram: On the performance of cooperative network coding in polling-based wireless networks.
Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011
2010
A Model for Steady State Throughput of TCP CUBIC.
Proceedings of the Global Communications Conference, 2010
2009
On Performance of Multi-Timeslots Network Coding (MTNC) in Wireless Relay Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
Outage Probability Analysis of Linear Block Network Coding (LBNC) in Wireless Relay Networks.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009