activity
20232026
most citedR-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models

3 citations · 5 across the 15 of their papers we have counts for

collaborators

15 papers

cs.IT2026

Variational Probabilistic Quantization for Secret Key Generation

Xinyang Li, Vlad C. Andrei, Peter J. Gu +3

Secret key generation from correlated observations at Alice and Bob, in the presence of an eavesdropper Eve, underpins physical-layer security. Classical pipelines quantize by hand…

eess.SP2025

Real-Time Multi-Target Detection and Tracking with mmWave 5G NR Waveforms on RFSoC

Xinyang Li, Hian Zing Voon, Vlad C. Andrei +5

We demonstrate a real-time implementation of multi-target detection and tracking using 5G New Radio (NR) physical downlink shared channel (PDSCH) waveform with 400 MHz bandwidth at…

cs.IT2025

Variational Secret Common Randomness Extraction

Xinyang Li, Vlad C. Andrei, Peter J. Gu +3

This paper studies the problem of extracting common randomness (CR) or secret keys from correlated random sources observed by two legitimate parties, Alice and Bob, through public…

cs.IT2025

Computation of Capacity-Distortion-Cost Functions for Continuous Memoryless Channels

Xinyang Li, Ziyou Tang, Vlad C. Andrei +3

This paper aims at computing the capacity-distortion-cost (CDC) function for continuous memoryless channels, which is defined as the supremum of the mutual information between chan…

cs.IT2025

Computing Capacity-Cost Functions for Continuous Channels in Wasserstein Space

Xinyang Li, Vlad C. Andrei, Ullrich J. Mönich +2

This paper investigates the problem of computing capacity-cost (C-C) functions for continuous channels. Motivated by the Kullback-Leibler divergence (KLD) proximal reformulation of…

cs.IT2025

A Simultaneous Decoding Approach to Joint State and Message Communications

Xinyang Li, Yiqi Chen, Vlad C. Andrei +3

The capacity-distortion (C-D) trade-offs for joint state and message communications (JSMC) over single- and multi-user channels are investigated, where the transmitters have access…

eess.SP2025★ 1 cited

SE(3)-Based Trajectory Optimization and Target Tracking in UAV-Enabled ISAC Systems

Dongxiao Xu, Xinyang Li, Vlad C. Andrei +3

This paper presents a novel approach to enhance sensing capabilities in UAV-enabled MIMO-OFDM ISAC systems by leveraging UAV mobility as a mono-static radar. By integrating uniform…

cs.IT2024

An Achievable Rate-Distortion Region for Joint State and Message Communication over Multiple Access Channels

Xinyang Li, Vlad C. Andrei, Ullrich J. Mönich +1

This paper derives an achievable rate-distortion (R-D) region for the state-dependent discrete memoryless multiple access channel (SD-DMMAC), where the generalized feedback and cau…

cs.LG2024★ 3 cited

R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models

Aladin Djuhera, Vlad C. Andrei, Xinyang Li +3

Split federated learning (SFL) is a compute-efficient paradigm in distributed machine learning (ML), where components of large ML models are outsourced to remote servers. A signifi…

cs.IT2024

Resilient-By-Design Framework for MIMO-OFDM Communications under Smart Jamming

Vlad C. Andrei, Aladin Djuhera, Xinyang Li +3

Native jamming mitigation is essential for addressing security and resilience in future 6G wireless networks. In this paper a resilient-by-design framework for effective anti-jammi…

cs.IT2024★ 1 cited

An Analysis of Capacity-Distortion Trade-Offs in Memoryless ISAC Systems

Xinyang Li, Vlad C. Andrei, Aladin Djuhera +2

This manuscript investigates the information-theoretic limits of integrated sensing and communications (ISAC), aiming for simultaneous reliable communication and precise channel st…

cs.RO2024

A Digital Twinning Platform for Integrated Sensing, Communications and Robotics

Vlad C. Andrei, Xinyang Li, Maresa Fees +3

In this paper, a digital twinning framework for indoor integrated sensing, communications, and robotics is proposed, designed, and implemented. Besides leveraging powerful robotics…

cs.IT2023

Optimal Linear Precoder Design for MIMO-OFDM Integrated Sensing and Communications Based on Bayesian Cramér-Rao Bound

Xinyang Li, Vlad Costin Andrei, Ullrich J Mönich +1

In this paper, we investigate the fundamental limits of MIMO-OFDM integrated sensing and communications (ISAC) systems based on a Bayesian Cramér-Rao bound (BCRB) analysis. We deri…

eess.SP2023

Sensing-Assisted Receivers for Resilient-By-Design 6G MU-MIMO Uplink

Vlad C. Andrei, Xinyang Li, Ullrich J. Mönich +1

We address the resilience of future 6G MIMO communications by considering an uplink scenario where multiple legitimate transmitters try to communicate with a base station in the pr…

cs.IT2023

Optimal and Robust Waveform Design for MIMO-OFDM Channel Sensing: A Cramér-Rao Bound Perspective

Xinyang Li, Vlad C. Andrei, Ullrich J. Mönich +1

Wireless channel sensing is one of the key enablers for integrated sensing and communication (ISAC) which helps communication networks understand the surrounding environment. In th…