Selected Recent Publications

2026

ZK-HybridFL: Zero-Knowledge Proof-Enhanced Hybrid Ledger for Federated Learning

Amirhossein Taherpour
Xiaodong Wang

2025

Covert Communication and Key Generation Over Quantum State-Dependent Channels

Hassan ZivariFard
Remi A Chou
Xiaodong Wang

Quantum detection over quantum channels with uncertainty.

Jeremy Johnston
Xiaodong Wang

Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning

Xiao-Yang Liu
Rongyi Zhu
Daochen Zha
Jiechao Gao
Shan Zhong
Matt White
Meikang Qiu

A High-throughput and Secure Coded Blockchain for IoT

Amirhossein Taherpour
Xiaodong Wang

2024

FinBen: An Holistic Financial Benchmark for Large Language Models

Qianqian Xie
Weiguang Ha
Zhengyu Chen
Ruoyu Xiang
Xiao Zhang
Yueru He
Mengxi Xiao
Xiao-Yang Liu
Alejandro Lopez-Lira
Benyou Wang
Sophia Ananiadou
Jimin Huang

2023

A curriculum learning approach to optimization with application to downlink beamforming

Jeremy Johnston
Xiao-Yang Liu
Shixun Wu
Xiaodong Wang

Classical simulation of quantum circuits using reinforcement learning: parallel environments and benchmark

Xiao-Yang Liu
Zeliang Zhang

2022

FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning

Xiao-Yang Liu
Ziyi Xia
Jingyang Rui
Jiechao Gao
Hongyang Yang
Ming Zhu
Christina Dan Wang
Zhaoran Wang
Jian Guo

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