Wei Bao

Orcid: 0000-0003-1874-1766

Affiliations:
  • University of Sydney, School of Computer Science, Australia


According to our database1, Wei Bao authored at least 105 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

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

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

Random Padding Data Augmentation.
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

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

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

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

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

sTube+: an IoT communication sharing architecture for smart after-sales maintenance in buildings.
Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments, 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


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