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Tianyue Zheng

Assistant Professor

Southern University of Science and Technology (SUSTech)

China

Research Interests

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Articles (20)

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2026

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2025

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2024

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2024

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2024

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2023

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2022

Collaborators (2)

Zehui Xiong

Professor

The Queen's University Belfast

UNITED KINGDOM

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Jun Luo

Nanyang Technological University (NTU)

SINGAPORE

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Tianyue Zheng

Research Interests

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Articles (20)

Energy-Aware Service Mesh Deployment and Online Request Routing in Edge: A Hierarchical Deep Reinforcement Learning Approach

SRay: Super-Resolution Wireless Indoor Localization via Inverse Differentiable Ray-Tracing

Aggregation-Based Energy-Latency-Aware Task Offloading in Heterogeneous Vehicular Edges via Deep Reinforcement Learning

RayLoc: Wireless Indoor Localization via Fully Differentiable Ray-tracing

EarPCG: Recovering Heart Sounds from in-Ear Audio via Physics-Informed Neural Network

Stereo-Fi: Free-Form 3D Reconstruction via Generatively Co-Trained Inverse RF Rendering

E-M2: Efficient Multimodal Sensing via Adaptive Sensor-Computation Activation

Rising From Pieces: Effective Inference at the Edge via Robust Split ML

FM-Fi 2.0: Foundation Model for Cross-Modal Multi-Person Human Activity Recognition

A Joint Game-Theoretic Approach for Multicast Routing and Load Balancing in LEO Satellite Networks

RF-Eye: Commodity RFID Can Know What You Write and Who You Are Wherever You Are

Poster: GlueRT: Bridging the Gap Between Ray-tracing and Real-World Wireless Channel

Poster: HeteroRF: Heterogeneity-Aware Federated Radio-Frequency Human Activity Recognition

Global Microservice Autoscaling Over Heterogeneous Edge Environments for Internet Applications: A Reinforcement Learning Approach

Loki: Physical-World Adversarial Attacks on Wireless Indoor Localization via Differentiable Object Placement

Large Model for Small Data: Foundation Model for Cross-Modal RF Human Activity Recognition

MuKI-Fi: Multi-Person Keystroke Inference With BFI-Enabled Wi-Fi Sensing

ISAC-Fi: Enabling Full-Fledged Monostatic Sensing Over Wi-Fi Communication

HoloFed: Environment-Adaptive Positioning via Multi-Band Reconfigurable Holographic Surfaces and Federated Learning

HandKey: Knocking-triggered Robust Vibration Signature for Keyless Unlocking

Collaborators (2)

Zehui Xiong

Jun Luo

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