Bo Ji

Orcid: 0000-0003-0149-7509

Affiliations:
  • Virginia Tech, Department of Computer Science, Blacksburg, VA, USA
  • Temple University, Department of Computer and Information Sciences, Philadelphia, PA, USA (2014 - 2020)
  • AT&T Labs, San Ramon, CA, USA (2013 - 2014)
  • Ohio State University, Department of ECE, Columbus, OH, USA (PhD 2012)


According to our database1, Bo Ji authored at least 80 papers between 2011 and 2024.

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Bibliography

2024
ShouldAR: Detecting Shoulder Surfing Attacks Using Multimodal Eye Tracking and Augmented Reality.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., August, 2024

Randomized multiarm bandits: An improved adaptive data collection method.
Stat. Anal. Data Min., April, 2024

GazePair: Efficient Pairing of Augmented Reality Devices Using Gaze Tracking.
IEEE Trans. Mob. Comput., March, 2024

Distributed Linear Bandits With Differential Privacy.
IEEE Trans. Netw. Sci. Eng., 2024

Motion-Prediction-Based Wireless Scheduling for Interactive Panoramic Scene Delivery.
IEEE Trans. Netw. Sci. Eng., 2024

Securing Bystander Privacy in Mixed Reality While Protecting the User Experience.
IEEE Secur. Priv., 2024

P4Control: Line-Rate Cross-Host Attack Prevention via In-Network Information Flow Control Enabled by Programmable Switches and eBPF.
Proceedings of the IEEE Symposium on Security and Privacy, 2024

FrameFeedback: A Closed-Loop Control System for Dynamic Offloading Real-Time Edge Inference.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

Learning-augmented Online Minimization of Age of Information and Transmission Costs.
Proceedings of the IEEE INFOCOM 2024, 2024

Totoro: A Scalable Federated Learning Engine for the Edge.
Proceedings of the Nineteenth European Conference on Computer Systems, 2024

Learning-Augmented Online Algorithm for Two-Level Ski-Rental Problem.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Toward Optimal Tradeoff Between Data Freshness and Update Cost in Information-Update Systems.
IEEE Internet Things J., August, 2023

Placement and Allocation of Virtual Network Functions: Multi-Dimensional Case.
IEEE Trans. Mob. Comput., July, 2023

(Private) Kernelized Bandits with Distributed Biased Feedback.
Proc. ACM Meas. Anal. Comput. Syst., March, 2023

Radar<sup>2</sup>: Passive Spy Radar Detection and Localization Using COTS mmWave Radar.
IEEE Trans. Inf. Forensics Secur., 2023

Learning and Communications Co-Design for Remote Inference Systems: Feature Length Selection and Transmission Scheduling.
CoRR, 2023

Poster: Radar-CA: Radar-Sensing Multiple Access with Collision Avoidance.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Poster: BystandAR: Protecting Bystander Visual Data in Augmented Reality Systems.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

BystandAR: Protecting Bystander Visual Data in Augmented Reality Systems.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold.
Proceedings of the Learning for Dynamics and Control Conference, 2023

Realizing Uplink MU-MIMO Communication in mmWave WLANs: Bayesian Optimization and Asynchronous Transmission.
Proceedings of the IEEE INFOCOM 2023, 2023

Constrained Bandit Learning with Switching Costs for Wireless Networks.
Proceedings of the IEEE INFOCOM 2023, 2023

Understanding the Role of Feedback in Online Learning with Switching Costs.
Proceedings of the International Conference on Machine Learning, 2023

SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training.
Proceedings of the 21st USENIX Conference on File and Storage Technologies, 2023

2022
Toward Efficient Online Scheduling for Distributed Machine Learning Systems.
IEEE Trans. Netw. Sci. Eng., 2022

Editorial: Machine Learning and Intelligent Communications (MLICOM 2018).
Mob. Networks Appl., 2022

Differentially Private Linear Bandits with Partial Distributed Feedback.
Proceedings of the 20th International Symposium on Modeling and Optimization in Mobile, 2022

On Kernelized Multi-Armed Bandits with Constraints.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

On scheduling ring-all-reduce learning jobs in multi-tenant GPU clusters with communication contention.
Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022

GADGET: Online Resource Optimization for Scheduling Ring-All-Reduce Learning Jobs.
Proceedings of the IEEE INFOCOM 2022, 2022

Towards Optimal Tradeoff Between Data Freshness and Update Cost in Information-update Systems.
Proceedings of the 31st International Conference on Computer Communications and Networks, 2022

2021
Joint Placement and Allocation of VNF Nodes With Budget and Capacity Constraints.
IEEE/ACM Trans. Netw., 2021

Waiting But Not Aging: Optimizing Information Freshness Under the Pull Model.
IEEE/ACM Trans. Netw., 2021

Optimal ADMM-Based Spectrum and Power Allocation for Heterogeneous Small-Cell Networks with Hybrid Energy Supplies.
IEEE Trans. Mob. Comput., 2021

Low-Overhead Wireless Uplink Scheduling for Large-Scale Internet-of-Things.
IEEE Trans. Mob. Comput., 2021

Anti-aging scheduling in single-server queues: A systematic and comparative study.
J. Commun. Networks, 2021

Distributed Charging-Record Management for Electric Vehicle Networks via Blockchain.
IEEE Internet Things J., 2021

Federated Learning with Fair Worker Selection: A Multi-Round Submodular Maximization Approach.
Proceedings of the IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems, 2021

A Sum-of-Ratios Multi-Dimensional-Knapsack Decomposition for DNN Resource Scheduling.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

A Worst-Case Approximate Analysis of Peak Age-of-Information Via Robust Queueing Approach.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Motion-Prediction-based Wireless Scheduling for Multi-User Panoramic Video Streaming.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020
Deploying Virtual Network Functions With Non-Uniform Models in Tree-Structured Networks.
IEEE Trans. Netw. Serv. Manag., 2020

Combinatorial Sleeping Bandits With Fairness Constraints.
IEEE Trans. Netw. Sci. Eng., 2020

Robust Sequence Submodular Maximization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Revenue-Sharing based Computation-Resource Allocation for Mobile Blockchain.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Optimizing Flow Bandwidth Consumption with Traffic-diminishing Middlebox Placement.
Proceedings of the ICPP 2020: 49th International Conference on Parallel Processing, 2020

2019
UAVs to the Rescue: Prolonging the Lifetime of Wireless Devices Under Disaster Situations.
IEEE Trans. Green Commun. Netw., 2019

HybridIoT: Integration of Hierarchical Multiple Access and Computation Offloading for IoT-Based Smart Cities.
IEEE Netw., 2019

Optimal SIC Ordering and Computation Resource Allocation in MEC-Aware NOMA NB-IoT Networks.
IEEE Internet Things J., 2019

Waiting but not Aging: Age-of-Information and Utility Optimization Under the Pull Model.
CoRR, 2019

Joint Placement and Allocation of Virtual Network Functions with Budget and Capacity Constraints.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Towards the Tradeoff Between Service Performance and Information Freshness.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018
Node-Based Service-Balanced Scheduling for Provably Guaranteed Throughput and Evacuation Time Performance.
IEEE Trans. Mob. Comput., 2018

Efficient and low-overhead uplink scheduling for large-scale wireless Internet-of-Things.
Proceedings of the 16th International Symposium on Modeling and Optimization in Mobile, 2018

Age-based Scheduling: Improving Data Freshness for Wireless Real-Time Traffic.
Proceedings of the Nineteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2018

Shortest Path and Maximum Flow Problems Under Service Function Chaining Constraints.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Virtual Network Function Deployment in Tree-Structured Networks.
Proceedings of the 2018 IEEE 26th International Conference on Network Protocols, 2018

Enabling Fair Spectrum Sharing between Wi-Fi and LTE-Unlicensed.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Implementing Grover's Algorithm on the IBM Quantum Computers.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Provably efficient algorithms for joint placement and allocation of virtual network functions.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Providing wireless coverage to high-rise buildings using UAVs.
Proceedings of the IEEE International Conference on Communications, 2017

The Power of Waiting for More Than One Response in Minimizing the Age-of-Information.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Advances in Multi-Channel Resource Allocation: Throughput, Delay, and Complexity
Synthesis Lectures on Communication Networks, Morgan & Claypool Publishers, ISBN: 978-3-031-79272-4, 2016

A Provably Efficient Online Collaborative Caching Algorithm for Multicell-Coordinated Systems.
IEEE Trans. Mob. Comput., 2016

Improving timeliness of information through replicating requests.
Proceedings of the 37th IEEE Sarnoff Symposium 2016, Newark, NJ, USA, 2016

Throughput characterization of node-based scheduling in multihop wireless networks: a novel application of the Gallai-Edmonds structure theorem.
Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2016

Achieving delay rate-function optimality in OFDM downlink with time-correlated channels.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Analysis of clickjacking attacks and an effective defense scheme for Android devices.
Proceedings of the 2016 IEEE Conference on Communications and Network Security, 2016

2015
Achieving Optimal Throughput and Near-Optimal Asymptotic Delay Performance in Multichannel Wireless Networks With Low Complexity: A Practical Greedy Scheduling Policy.
IEEE/ACM Trans. Netw., 2015

Energy-aware spectrum sharing for dynamic spectrum access via monotonic optimization.
Proceedings of the IEEE International Conference on Communication, 2015

Node-based scheduling with provable evacuation time.
Proceedings of the 49th Annual Conference on Information Sciences and Systems, 2015

Forget the Deadline: Scheduling Interactive Applications in Data Centers.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
Low-Complexity Scheduling Policies for Achieving Throughput and Asymptotic Delay Optimality in Multichannel Wireless Networks.
IEEE/ACM Trans. Netw., 2014

2013
Delay-Based Back-Pressure Scheduling in Multihop Wireless Networks.
IEEE/ACM Trans. Netw., 2013

Throughput-Optimal Scheduling in Multihop Wireless Networks Without Per-Flow Information.
IEEE/ACM Trans. Netw., 2013

Low-Complexity Scheduling Policies for Achieving Throughput and Delay Optimality in Multi-Channel Wireless Networks
CoRR, 2013

Exploring the inefficiency and instability of Back-Pressure algorithms.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Performance of low-complexity greedy scheduling policies in multi-channel wireless networks: Optimal throughput and near-optimal delay.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

2011
Scheduling with per-link queues and no per-flow information in multi-hop wireless networks.
Proceedings of the 9th International Symposium on Modeling and Optimization in Mobile, 2011

Delay-based Back-Pressure scheduling in multi-hop wireless networks.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011


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