MAPLE-RF: Efficient Probabilistic RF Source Localization in Partially Explored Environments
Under review at IEEE ICRA 2027.
MAGNETAR: Multipath-Guided Spatial Posteriors for Transmitter Pose Inference in the Upper Mid-Band
Under review at IEEE ICRA 2027.
Transformer-Based Rate Prediction for Multi-Band Cellular Handsets
Co-first and corresponding author
ruibin-chen
LOCUS-DT: Localization via Observation-Conditioned Uncertainty Scoring with Digital Twins
LOCUS-DT matches measured multipath to candidate ray-tracing signatures and recovers structured transmitter-location posteriors.
Likelihood-Based Wireless Localization with Last-Bounce Spatial Features
roberto-bomfin
Beyond Point Estimates: Likelihood-Based Full-Posterior Wireless Localization
MC-CLE learns full spatial posteriors from sparse AoA/SNR measurements, preserving multipath ambiguity beyond Gaussian point-error models.
Zero-Shot Wireless Indoor Navigation through Physics-Informed Reinforcement Learning
Published at IEEE ICRA 2024.
mingsheng-yin
ADAPT: A Game-Theoretic and Neuro-Symbolic Framework for Automated Distributed Adaptive Penetration Testing
Co-first and corresponding author
Self-Adaptive Driving in Nonstationary Environments through Conjectural Online Lookahead Adaptation
Published at IEEE ICRA 2023.
tao-li