廖勇｜中国科学技术大学｜学者主页

2026

我国移动通信终端安全管控体系建设探索

李祥军，赵永安，廖勇，王文亮

《中国信息安全》

2026

网络边缘设备的安全风险与对策建议

李加赞，廖勇，赵永安，王峰

《中国信息安全》

2026

可解释人工智能研究进展

廖勇，韩小金，刘金林，汪浩

《计算机工程》

DOI

2026

大语言模型驱动的具身智能自主决策研究综述

廖勇，韩知孝

《信息通信技术》

2026

人工智能辅助无人驾驶汽车现状、挑战与趋势

廖勇，魏屹，李上灿，罗渝，刘晖

《信息与控制》

2026

面向低空经济的无人机配送路径规划综述

廖勇，马博涛

《移动通信》

2026

面向低空经济的URLLC技术：从场景适配到原生设计的范式演进

廖勇

《移动通信》

2026

面向低空经济超可靠低时延通信的信道估计研究进展

廖勇，韩知孝

《移动通信》

2026

可重构智能表面辅助的通感一体化系统波束成形设计综述

廖勇，韦东卫

《中兴通讯技术》

2026

LLM-Empowered Intelligent Data Querying: A Unified Metadata Approach

Jinzhu Zhang, Zheng Ma, Zhipeng Li, Zhenyuan Gao, Xianjie Shen, Yong Liao

DOI

2026

Structure-Induced Safety Gaps in Multimodal Reasoning Systems

Meng Yang, Peirou Liang, Z W Wu, Yong Liao

International Conference on Multimedia Retrieval

DOI

2026

DiSCo: Disrupting Semantic Consistency for Transferable Cross-Modal Adversarial Attacks

Peirou Liang, Meng Yang, Zhiqian Wu, Pengyuan Zhou, Yong Liao

Lecture notes in computer science

DOI

2026

Cyberspace Event Extraction Techniques: From Traditional to Deep Learning Paradigms

Chunyao Yang, Yuxiang Shang, Renjie Zhou, Yong Liao

Lecture notes in electrical engineering

DOI

2026

A Survey of Cyberspace Security Event Extraction Techniques: Traditional, Machine Learning and Deep Learning Paradigms

C R Yang, Jiaqi Bao, Yuxiang Shang, Honglin Ding, Qinglang Guo, Yong Liao, Renjie Zhou, Naixue N. Xiong

IET Communications

DOI

2025

边缘计算场景中基于扰动的数据加密方法分析

杨小鹏，廖勇

《电子技术》

2025

无人机在低空经济中的应用综述

廖勇，覃录智，刘思其

《贵州大学学报(自然科学版)》

DOI

2025

基于消息传递的OTFS信号检测算法综述

廖勇，于晨

《电讯技术》

2025

Boosting Bot Detection via Heterophily-Aware Representation Learning and Prototype-Guided Cluster Discovery

Buyun He, Xiaorui Jiang, Qi Wu, Hao Liu, Ying-Guang Yang, Yong Liao

Knowledge Discovery and Data Mining

DOI

2025

A Unified Framework to BRIDGE Complete and Incomplete Deep Multi-View Clustering Under Non-IID Missing Patterns

Xiaorui Jiang, Buyun He, Pengyuan Zhou, Xinyue Chen, Jingcai Guo, Jie Xu, Yong Liao

IEEE International Conference on Computer Vision

DOI

2025

Certainly Bot Or Not? Trustworthy Social Bot Detection via Robust Multi-Modal Neural Processes

Qi Wu, Ying-Guang Yang, Hao Liu, Hao Peng, Buyun He, Yu-Tong Xia, Yong Liao

arXiv.org

DOI

2025

$\lambda$-SecAgg: Partial Vector Freezing for Lightweight Secure Aggregation in Federated Learning

Siqing Zhang, Yong Liao, Pengyuan Zhou

IEEE International Conference on Parallel and Distributed Systems (ICPADS)

DOI

2025

TIPS: Tailored Information Extraction in Public Security Using Domain-Enhanced Large Language Model

Yue Liu, Qinglang Guo, Chunyao Yang, Yong Liao

Computers, materials & continua/Computers, materials & continua (Print)

DOI

2025

Simulating Advanced Social Botnets: A Framework for Behavior Realism and Coordinated Stealth

Rui Jin, Yong Liao

Information

DOI

2025

Federated Deep Incomplete Multi-View Clustering with Heterogeneity-Matching and Attention-Based Imputation

Lang Qin, Xiaorui Jiang, Yu Gao, Yong Liao

ACM International Conference on Multimedia in Asia (MMAsia)

DOI

2025

Jailbreaking Multimodal Large Language Models via Consistent Cross-Modal Backgrounds

Meng Yang, Peirou Liang, Zhiqian Wu, Yong Liao

IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)

DOI

2025

CAPTCHA farm detection and user authentication via mouse-trajectory similarity measurement

Rui Jin, Yong Liao

Multimedia Systems

DOI

2025

Target Event Identification Based on Multi-Feature Extraction

Zhaohui Wu, Yong Liao, Qinglang Guo, Yuhui Wang, Jun Tao Shi

DOI

2025

Prevention Is Better than Cure: Exposing the Vulnerabilities of Social Bot Detectors with Realistic Simulations

Rui Jin, Yong Liao

Applied Sciences

DOI

2025

DMoLE: Dynamic Mixture of LoRA Experts for Spam Email Detection

Shijia Chen, Yong Liao

International Conference on Machine Intelligence and Digital Applications (MIDA)

DOI

2025

BlazeVMM: Fast Startup of ARM CCA MicroVMs for Confidential Serverless Computing

Jiamei Ren, Hang Yang, Yong Liao

International Conference on Computer, Artificial Intelligence and Control Engineering (CAICE)

DOI

2024

从终端安全产品可信设计角度谈“微软蓝屏”事件带来的启示

马烨，王峰，廖勇

《中国信息安全》

2024

车联网V2I场景下基于GNN的SC-FDMA智能信道估计

廖勇，尹子松，田肖懿

《电子学报》

2024

基于触发器逆向的联邦学习后门防御方法

林怡航，周鹏远，吴治谦，廖勇

《信息网络安全》

2024

FacGNN: Multi-faceted Fairness Enhancement for GNN through Adversarial and Contrastive Learning

Hao Liu, Ying-Guang Yang, Qi Wu, Buyun He, Yong Liao, Pengyuan Zhou

IEEE International Joint Conference on Neural Network

DOI

2024

Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers

Buyun He, Yingguang Yang, Qi Wu, Hao Liu, Renyu Yang, Hao Ming Peng, Xiang Wang, Yong Liao, Pengyuan Zhou

DOI

2024

SEBot: Structural Entropy Guided Multi-View Contrastive learning for Social Bot Detection

Ying-Guang Yang, Qi Wu, Buyun He, Hao Peng, Ren-Yu Yang, Zhi-Feng Hao, Yong Liao

Knowledge Discovery and Data Mining

DOI

2024

RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?

Di Cao, Yong Liao, Xiuwei Shang

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2024

Malicious Social Bot Detection in Social Networks Based on Multi-modal Feature Fusion with Transformer Networks

Qiyao Chen, Yong Liao, Chao Wang

International Conference on Computer, Internet of Things and Smart City (CIoTSC)

DOI

2024

Comprehensive Out-of-context Misinformation Detection via Global Information Enhancement

Meng Shen, Ziheng Luo, Yong Liao

DOI

2024

Cache Partitioning for Mitigating Timing Side-Channel Attacks in LLM Serving Systems

Zixuan Pang, Wenhao Wang, Yong Liao

DOI

2024

BotSCL: Heterophily-Aware Social Bot Detection with Supervised Contrastive Learning

Qi Wu, Yingguang Yang, Buyun He, Hao Liu, Renyu Yang, Yong Liao

Lecture notes in computer science

DOI

2024

Heterogeneity-Aware Federated Deep Multi-View Clustering towards Diverse Feature Representations

Xiaorui Jiang, Zhongyi Ma, Yulin Fu, Yong Liao, Pengyuan Zhou

ACM International Conference on Multimedia (ACM MM)

DOI

2024

Temporal Relational Knowledge Graph Construction for Hot Event News

Jun Wei Shi, Zhenyuan Gao, Yannan Li, Zhuoya Ju, Yangzhao Yang, Yong Liao

IEEE International Conference on Digital Twins and Parallel Intelligence (DTPI)

DOI

2024

Golang Defect Detection based on Value Flow Analysis

Shuhao Fu, Yong Liao

International Conference on Electronic Technology and Information Science (ICETIS)

DOI

2024

A Highly Efficient and Lightweight Graph Unlearning Method with Balanced Graph Partitioning and Adaptive Aggregation

Kai Cui, Yong Liao

International Conference on Communications, Information System and Computer Engineering (CISCE)

DOI

2024

Mitigating Backdoors in Federated Learning with FLD

Yihang Lin, Yong Liao, Zhiqian Wu, Pengyuan Zhou

International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT)

DOI

2023

基于SLNR与矢量扰动的毫米波大规模MIMO双层混合预编码算法

廖勇，杜洁汝，杨馨怡

《电子学报》

2023

Convolutional Models with Multi-Feature Fusion for Effective Link Prediction in Knowledge Graph Embedding

Qinglang Guo, Yong Liao, Zhe Li, Hui Lin, Shenglin Liang

Entropy

DOI

2023

Cross-Domain Data Extraction and Knowledge Graph Construction for Dispute Analysis

Qinglang Guo, Xiaolu Chen, Pengyuan Zhou, Yong Liao

IEEE International Conference on Distributed Computing Systems (ICDCS)

DOI

2023

Hierarchical Privacy-Preserved Knowledge Graph

Xiaolu Chen, Jie Bao, Pengyuan Zhou, Yong Liao

IEEE International Conference on Distributed Computing Systems (ICDCS)

DOI

2023

FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection

Yingguang Yang, Renyu Yang, Hao Ming Peng, Yangyang Li, Tong Li, Yong Liao, Pengyuan Zhou

ACM Web Conference (WWW)

DOI

2023

Spatio-Temporal Deep Fusion Graph Convolutional Networks for Crime Prediction

Chen Bing-bing, Yong Liao

International Conference on Machine Learning and Soft Computing (ICMLSC)

DOI

2022

一种轻量化低复杂度的FDD大规模MIMO系统CSI反馈方法

廖勇，李玉杰

《电子学报》

2022

数据驱动的事件预测技术最新研究进展

李志鹏，杨阳朝，廖勇，俞能海，吴哲，谢海永，石珺，曾曦

《信息安全学报》

2022

高速移动环境下基于RM-Net的大规模MIMO CSI反馈算法

廖勇，王世义

《通信学报》

2022

基于深度展开的大规模MIMO系统CSI反馈算法

廖勇，程港，李玉杰

《通信学报》

2022

STS: A Novel Deep Learning Method for Zero-inflated Crime Prediction

Yao Lu, Yong Liao

International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI)

DOI

2022

Future Event Prediction Based on Temporal Knowledge Graph Embedding

Zhipeng Li, Shanshan Feng, Jun Shi, Yang Zhou, Yong Liao, Yangzhao Yang, Yangyang Li, Nenghai Yu, Xun Shao

Computer Systems Science and Engineering

DOI

2022

Spatial-Temporal Attention Network for Crime Prediction with Adaptive Graph Learning

Ming-Jie Sun, Pengyuan Zhou, Hui Tian, Yong Liao, Haiyong Xie

Lecture notes in computer science

DOI

2022

Analysis and Architecture Design of a Large-Scale Event-Centric Knowledge Graph System for Dispute Resolution

Yang Zhou, Jun Shi, Zhipeng Li, Yong Liao, Zheng Ma, Xuejie Ye, Yangzhao Yang, Xun Shao

Communications in computer and information science

DOI

2021

基于基扩展模型的改进正则化正交匹配追踪V2X快时变SC-FDMA信道估计

廖勇，蔡志镕

《通信学报》

2021

面向C-V2I的基于边缘计算的智能信道估计

廖勇，田肖懿，蔡志镕，花远肖，韩庆文

《电子学报》

2021

快时变FDD大规模MIMO系统智能CSI反馈方法

廖勇，王帅，孙宁

《通信学报》

2021

基于两阶段的毫米波大规模MIMO低复杂度混合预编码算法

廖勇，杨馨怡，杜洁汝

《电子学报》

2021

一种面向LTE-V2X的联邦学习信道估计算法

景兴红，尹子松，蔡志镕，何世彪，廖勇

《电讯技术》

2020

一种基于深度学习的FDD大规模MIMO系统CSI反馈方法

廖勇，姚海梅，花远肖，赵砚

《电子学报》

2019

高速移动场景下基于贪婪算法的改进模代数预编码

廖勇，杨馨怡，夏茂菡，王博，李守智，沈轩帆

《计算机科学》

2019

基于BEM的非平稳双选信道估计方法

沈轩帆，廖勇，代学武，刘凯，王丹

《电子学报》

2019

高速移动环境下基于动态CSI的MIMO系统改进模代数预编码

廖勇，胡异，杨馨怡，姚海梅，张楠

《电子学报》

2019

高速场景下基于叠加导频的迭代EKF信道估计方法

廖勇，张楠，姚海梅，花远肖，赵砚

《电子学报》

2019

高速移动环境下基于深度学习的信道估计方法

廖勇，花远肖，姚海梅，杨馨怡

《电子学报》

2018

基于扩展卡尔曼滤波的联合迭代检测译码信道估计方法

廖勇，沈轩帆，代学武，周昕，王丹

《电子学报》

2017

一种高效稳健的均匀圆阵互耦校正方法

刘松，廖勇，谢远举

《电子学报》

2017

基于QoS的多小区下行TDD大规模MIMO系统顽健波束成形

曹杰，廖勇，沈轩帆

《通信学报》

2017

空间信息网络安全协议综述

廖勇，樊卓宸，赵明

《计算机科学》

2017

一种空间信息网络中改进的SCPS-SP

廖勇，陈鸿宇，沈轩帆

《计算机科学》

2017

基于均匀圆阵的改进UCA-ESPRIT算法

刘艳，廖勇

《计算机科学》

2017

基于DoA的高速场景下大规模MIMO自适应波束成形

廖勇，李瑜锋，沈轩帆

《通信学报》

2017

基于延迟输出反馈的上行多小区MIMO蜂窝干扰网络自由度分析

张博为，冯文江，廖勇，蒋卫恒，刘国岭，应腾达

《电子学报》

2017

一种基于改进ROMP的MIMO-OFDM信道估计方法

廖勇，周昕，沈轩帆，洪观

《电子学报》

2017

基于扩展卡尔曼滤波的MIMO迭代信道估计方法

李明富，廖勇，沈轩帆

《电信科学》

2017

外包数据隐私保护环境中数据完整性检测协议

廖勇，方睿，方欣，周敏，吴强

《计算机系统应用》

2017

Tor匿名网络攻击技术综述

吕博，廖勇，谢海永

《中国电子科学研究院学报》

2016

基于MIMO的对流层散射通信信道损耗研究

唐夲，张杰，皮羽茜，沈轩帆，廖勇

《计算机科学》

2016

基于IEEE 802.11e的无线传感器/执行器网络丢包判器设计

姚毅，刘勇，沈轩帆，廖勇，赵明

《计算机科学》

2016

基于非理想CSI的下行MU-MIMO鲁棒波束成形

曹杰，廖勇，王丹，周昕，李瑜锋

《电子学报》

2015

基于特征根优化的无线网络控制系统故障检测滤波器设计

廖勇，代学武，周昕

《电子学报》

2014

基于DBF的星—地异构共存认知MIMO系统的干扰减缓

廖勇，王韬，陈欢，周昕，李瑜锋

《通信学报》

2011

基于莱斯信道的认知网络合作频谱感知

谭晓衡，程金波，廖勇

《计算机工程》

2011

一种无线Mesh网络跨层丢包通告机制

廖勇，王聪，王丹，徐昌彪

《计算机工程》

2010

量化因子在IEEE 802.11b/e无线局域网视频流传输中的图像质量性能仿真研究

廖勇，杨士中

《计算机科学》

2009

基于NS-2的自适应差额IEEE 802.11 PCF轮询机制

廖勇，杨士中，徐昌彪

《计算机科学》

2009

IPSec AES在WLAN网络安全中的研究及其实现

孔令刚，徐雄，廖勇

《数据通信》

2007

自适应IEEE802.11PCF调度算法

廖勇，杨士中，徐昌彪

《计算机科学》

2004

传感器网络的路由机制

孙利民，叶驰，廖勇

《计算机科学》

2003

支持主机移动的组播协议的性能评价

廖勇，孙利民，吴志美，杨凯

《计算机工程与应用》

1995

广义严格雪崩准则及满足它的布尔函数性质

廖勇

《通信学报》

精选作品

期刊论文

我国移动通信终端安全管控体系建设探索

网络边缘设备的安全风险与对策建议

可解释人工智能研究进展

大语言模型驱动的具身智能自主决策研究综述

人工智能辅助无人驾驶汽车现状、挑战与趋势

面向低空经济的无人机配送路径规划综述

面向低空经济的URLLC技术：从场景适配到原生设计的范式演进

面向低空经济超可靠低时延通信的信道估计研究进展

可重构智能表面辅助的通感一体化系统波束成形设计综述

LLM-Empowered Intelligent Data Querying: A Unified Metadata Approach

Structure-Induced Safety Gaps in Multimodal Reasoning Systems

DiSCo: Disrupting Semantic Consistency for Transferable Cross-Modal Adversarial Attacks

Cyberspace Event Extraction Techniques: From Traditional to Deep Learning Paradigms

A Survey of Cyberspace Security Event Extraction Techniques: Traditional, Machine Learning and Deep Learning Paradigms

边缘计算场景中基于扰动的数据加密方法分析

无人机在低空经济中的应用综述

基于消息传递的OTFS信号检测算法综述

Boosting Bot Detection via Heterophily-Aware Representation Learning and Prototype-Guided Cluster Discovery

A Unified Framework to BRIDGE Complete and Incomplete Deep Multi-View Clustering Under Non-IID Missing Patterns

Certainly Bot Or Not? Trustworthy Social Bot Detection via Robust Multi-Modal Neural Processes

$\lambda$-SecAgg: Partial Vector Freezing for Lightweight Secure Aggregation in Federated Learning

TIPS: Tailored Information Extraction in Public Security Using Domain-Enhanced Large Language Model

Simulating Advanced Social Botnets: A Framework for Behavior Realism and Coordinated Stealth

Federated Deep Incomplete Multi-View Clustering with Heterogeneity-Matching and Attention-Based Imputation

Jailbreaking Multimodal Large Language Models via Consistent Cross-Modal Backgrounds

CAPTCHA farm detection and user authentication via mouse-trajectory similarity measurement

Target Event Identification Based on Multi-Feature Extraction

Prevention Is Better than Cure: Exposing the Vulnerabilities of Social Bot Detectors with Realistic Simulations

DMoLE: Dynamic Mixture of LoRA Experts for Spam Email Detection

BlazeVMM: Fast Startup of ARM CCA MicroVMs for Confidential Serverless Computing

从终端安全产品可信设计角度谈“微软蓝屏”事件带来的启示

车联网V2I场景下基于GNN的SC-FDMA智能信道估计

基于触发器逆向的联邦学习后门防御方法

FacGNN: Multi-faceted Fairness Enhancement for GNN through Adversarial and Contrastive Learning

Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers

SEBot: Structural Entropy Guided Multi-View Contrastive learning for Social Bot Detection

RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?

Malicious Social Bot Detection in Social Networks Based on Multi-modal Feature Fusion with Transformer Networks

Comprehensive Out-of-context Misinformation Detection via Global Information Enhancement

Cache Partitioning for Mitigating Timing Side-Channel Attacks in LLM Serving Systems

BotSCL: Heterophily-Aware Social Bot Detection with Supervised Contrastive Learning

Heterogeneity-Aware Federated Deep Multi-View Clustering towards Diverse Feature Representations

Temporal Relational Knowledge Graph Construction for Hot Event News

Golang Defect Detection based on Value Flow Analysis

A Highly Efficient and Lightweight Graph Unlearning Method with Balanced Graph Partitioning and Adaptive Aggregation

Mitigating Backdoors in Federated Learning with FLD

基于SLNR与矢量扰动的毫米波大规模MIMO双层混合预编码算法

Convolutional Models with Multi-Feature Fusion for Effective Link Prediction in Knowledge Graph Embedding

Cross-Domain Data Extraction and Knowledge Graph Construction for Dispute Analysis

Hierarchical Privacy-Preserved Knowledge Graph

FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection

Spatio-Temporal Deep Fusion Graph Convolutional Networks for Crime Prediction

一种轻量化低复杂度的FDD大规模MIMO系统CSI反馈方法

数据驱动的事件预测技术最新研究进展

高速移动环境下基于RM-Net的大规模MIMO CSI反馈算法

基于深度展开的大规模MIMO系统CSI反馈算法

STS: A Novel Deep Learning Method for Zero-inflated Crime Prediction

Future Event Prediction Based on Temporal Knowledge Graph Embedding

Spatial-Temporal Attention Network for Crime Prediction with Adaptive Graph Learning

Analysis and Architecture Design of a Large-Scale Event-Centric Knowledge Graph System for Dispute Resolution

基于基扩展模型的改进正则化正交匹配追踪V2X快时变SC-FDMA信道估计

面向C-V2I的基于边缘计算的智能信道估计

快时变FDD大规模MIMO系统智能CSI反馈方法

基于两阶段的毫米波大规模MIMO低复杂度混合预编码算法

一种面向LTE-V2X的联邦学习信道估计算法

一种基于深度学习的FDD大规模MIMO系统CSI反馈方法

高速移动场景下基于贪婪算法的改进模代数预编码

基于BEM的非平稳双选信道估计方法

高速移动环境下基于动态CSI的MIMO系统改进模代数预编码

高速场景下基于叠加导频的迭代EKF信道估计方法

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一种高效稳健的均匀圆阵互耦校正方法

基于QoS的多小区下行TDD大规模MIMO系统顽健波束成形

空间信息网络安全协议综述

一种空间信息网络中改进的SCPS-SP

基于均匀圆阵的改进UCA-ESPRIT算法

基于DoA的高速场景下大规模MIMO自适应波束成形