Yuchen Liu

ML for Digital Twin Over Wireless Networks: Creation, Deployment, and Applications

Byzantine-Robust Decentralized Federated Learning

Fang, M., Zhang, Z., Hairi, Khanduri, P., Liu, J., Lu, S., … Gong, N. (2024, December 2).

Collaborative Reinforcement Learning Based Unmanned Aerial Vehicle (UAV) Trajectory Design for 3D UAV Tracking

IEEE TRANSACTIONS ON MOBILE COMPUTING, 23(12), 10787–10802.

Complex-Valued Neural-Network-Based Federated Learning for Multiuser Indoor Positioning Performance Optimization

IEEE INTERNET OF THINGS JOURNAL, 11(21), 34065–34077.

Covert and Reliable Semantic Communication Against Cross-layer Privacy Inference over Wireless Edge Networks

2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC 2024.

Demo: Visualizing the Shadows: Unveiling Data Poisoning Behaviors in Federated Learning

2024 IEEE 44TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS, ICDCS 2024, pp. 1431–1434.

Digital Twin-Assisted Data-Driven Optimization for Reliable Edge Caching in Wireless Networks

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 42(11), 3306–3320.

HSESR: Hierarchical Software Execution State Representation for Ultralow-Latency Threat Alerting Over Internet of Things

IEEE INTERNET OF THINGS JOURNAL, 11(21), 34283–34295.

Joint Vehicle Connection and Beamforming Optimiziation in Digital-Twin-Assisted Integrated Sensing and Communication Vehicular Networks

IEEE INTERNET OF THINGS JOURNAL, 11(20), 32923–32938.

LateBA: Latent Backdoor Attacks on Deep Bug Search via Infrequent Execution Codes

PROCEEDINGS OF THE 15TH ASIA-PACIFIC SYMPOSIUM ON INTERNETWARE, INTERNETWARE 2024, pp. 427–436.

Map-Driven mmWave Link Quality Prediction With Spatial-Temporal Mobility Awareness

IEEE TRANSACTIONS ON MOBILE COMPUTING, 23(12), 12161–12175.

OSNeRF: On-demand Semantic Neural Radiance Fields for Fast and Robust 3D Object Reconstruction

Xu, R., Li, G., Li, C., Yang, Z., Liu, Y., & Chen, M. (2024, October 28).

Regulating Covert Communication Capacity with Full-Duplex Receiver Against Location-Uncertain Eavesdropper

2024 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS, ICNC, pp. 55–59.

Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks

IEEE INTERNET OF THINGS JOURNAL, 11(21), 34312–34324.

A Joint Communication and Computation Framework for Digital Twin Over Wireless Networks

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 18(1), 6–17.

Graph Neural Networks for Joint Communication and Sensing Optimization in Vehicular Networks

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 41(12), 3893–3907.

IVSign: Interpretable Vulnerability Signature via Code Embedding and Static Analysis

2023 53RD ANNUAL IEEE/IFIP INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS AND NETWORKS WORKSHOPS, DSN-W, pp. 25–31.

Joint Optimization of Sensing and Communications in Vehicular Networks: A Graph Neural Network-based Approach

ICC 2023 - IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, pp. 5719–5724.

MMP: A Dynamic Routing Protocol Design to Proactively Defend against Wireless Network Inference Attacks

Chen, J., Luo, Z. J., Liu, Y., & Zhao, S. (2023, November 26).

Algorithms for addressing line-of-sight issues in mmWave WiFi networks using access point mobility

Journal of Parallel and Distributed Computing.

Blockage tolerance in roadside millimeter-wave backhaul networks

Computer Networks.

Maximizing Line-of-Sight Coverage for mmWave Wireless LANs With Multiple Access Points

IEEE/ACM Transactions on Networking.