杜皓华｜北京航空航天大学｜学者主页

2026

基于机器遗忘的模型能力细粒度访问控制机制

岳梓岩，许盛伟，王志强，杜皓华

《通信学报》

2026

Lip-Siri: Contactless Open-Sentence Silent Speech with Wi-Fi Backscatter

Ye Tian, Haohua Du, Chao Gu, Jun-Yang Zhang, Shan Wang, Hao Zhou, Jiahui Hou, Xiang Li

arXiv.org

DOI

2026

The field-based model: a new perspective on RF-based material sensing

Fei Shang, Haocheng Jiang, Panlong Yang, Dawei Yan, Haohua Du, Xiang‐Yang Li

Science China Information Sciences

DOI

2026

Activation-Guided Local Editing for Jailbreaking Attacks

Jiecong Wang, Haoran Li, Hao Peng, Ziqian Zeng, Zihao Wang, Haohua Du, Zhengtao Yu

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2026

Adaptive Entropy-Guided Token Pruning for Efficient Vision Transformers

Xianbin Jiang, Xing Guo, Haohua Du

Lecture notes in networks and systems

DOI

2026

BSFL: Secure and Efficient Blockchain-Based Split Federated Learning for Internet of Vehicles

Zixu Jiang, Cheng Chi, Y Liu, Haohua Du, Zixiao Jia, Ding Tairan, Qianhong Wu, Zhenyu Guan, D S Li, Willy Susilo

IEEE Internet of Things Journal

DOI

2026

D2SC: A Personalized Semantic Communications Framework for IoT via Federated Learning

Pengfei Ren, Jingjing Wang, Jianrui Chen, Xin Zhang, Haohua Du, Chunxiao Jiang

International Conference on Communications

DOI

2026

Physical Layer Authentication Enhanced Federated Learning for UAV With Intrinsic Security

Ziheng Tong, Jingjing Wang, Jianwei Liu, Haohua Du, Chunxiao Jiang

IEEE Transactions on Vehicular Technology

DOI

2026

Memory-Efficient KV Cache Optimization for Large Language Model Inference at the Edge

C ZHANG, Haisheng Tan, H Pan, Yang Xu, Haohua Du, Li Zhang, Xiaoming Fu

DOI

2026

Stealthy and Deployable Physical Adversarial Patches: A Cyber-Attack Threat Model for Resilient Monitoring in Industrial Cyber-Physical Transportation Systems

Feng Haoyue, Wen Xingyu, Haohua Du

DOI

2026

HACompBench: Co-designed Multimodal DNN Compression Evaluation for Edge Devices

Zhengyu Gan, Haohua Du, Chengquan Feng, Hui-qun Tan

Lecture notes in computer science

DOI

2026

A Full-Lifecycle Privacy-Preserving Semantic Communication System

Weihao Zeng, Qianyun Zhang, Yinong Xu, Jiting Shi, Gaojian Xiong, Haohua Du, Lexi Xu, Zhenyu Guan, Zhijin Qin

IEEE Transactions on Mobile Computing

DOI

2026

Extensible Privacy-Aware Authenticated Key Agreement Scheme for Low-Altitude Intelligent Networks

Jingjing Wang, Zihan Jiao, Jianrui Chen, Xin Zhang, Haohua Du, Merouane Abdelkader Debbah

IEEE Transactions on Mobile Computing

DOI

2026

Blockchain-Assisted Lightweight Broadcast Encryption With Revocation Support for Secure ADS-B in IoT Aviation

Xuejun Zhang, Chong Yao, Yizhong Liu, Boyu Zhao, Cheng Chi, Haohua Du

IEEE Internet of Things Journal

DOI

2025

MindGuard: Tracking, Detecting, and Attributing MCP Tool Poisoning Attack via Decision Dependence Graph

Zhi-Qiang Wang, Jun-Yang Zhang, Guanquan Shi, Hao-Ran Cheng, Yunhao Yao, Kai-Wen Guo, Haohua Du, Xiangyang Li

arXiv.org

DOI

2025

ChatHTTPFuzz: large language model-assisted IoT HTTP fuzzing

Zhe Yang, Peng Hao, Yanling Jiang, Xingwei Li, Haohua Du, Shuhai Wang, Jianwei Liu

International Journal of Machine Learning and Cybernetics

DOI

2025

SoK: Trust-Authorization Mismatch in LLM Agent Interactions

Guanquan Shi, Haohua Du, Zhi-Qiang Wang, Xiaoyu Liang, Weiwen Liu, Song Bian, Zhen-Yu Guan

arXiv.org

DOI

2025

RainfalLTE: A Zero-Effect Rainfall Sensing System Utilizing Existing LTE Infrastructure

Peng-Fei Shi, Fei Shang, Haohua Du

International Conference on Parallel and Distributed Systems

DOI

2025

RINN: One Sample Radio Frequency Imaging based on Physics Informed Neural Network

Fei Shang, Haohua Du, Dawei Yan, Panlong Yang

DOI

2025

AttenTrack: Mobile User Attention Awareness Based on Context and External Distractions

Yu-Tong Lin, Suyuan Liu, Kai-Wen Guo, Haohua Du, Chao Liu, Xiangyang Li

arXiv.org

DOI

2025

IntentMiner: Intent Inversion Attack via Tool Call Analysis in the Model Context Protocol

Yunhao Yao, Zhi-Qiang Wang, Hao-Ran Cheng, Yi-Hang Cheng, Haohua Du, Xiangyang Li

arXiv.org

DOI

2025

Research on pre-trained model compression mechanisms based on task matching similarity

Xing Guo, Qingwen Wang, Haohua Du

DOI

2025

One 2 : An Intrusion Detection System for Both Internal and External Vehicular Network From Weak Labeled Data

He Lu, Yilong Ren, Yue Liu, Yanan Zhao, Kaiwen Guo, Yang Yang, Haohua Du

IEEE Transactions on Dependable and Secure Computing

DOI

2025

Securing Low-Altitude Intelligent Networks: Challenges and Solutions

Hang Fu, Jingjing Wang, Zihan Jiao, Xin Zhang, Haohua Du, Chunxiao Jiang

IEEE Wireless Communications

DOI

2025

Anomaly Detection for Roadside Devices Based on Scene Consistency

Kaian Jiang, Zhiheng Li, Haohua Du

DOI

2025

A Time-Varying Graph-Based Dynamic Blockchain Sharding Scheme for Large-Scale Drone Networks

Jiaxing Wang, Jingjing Wang, Xin Zhang, Haohua Du, Chunxiao Jiang

IEEE Internet of Things Journal

DOI

2025

Indoor Localization from Large-Scale Poor-Quality Crowdsourcing Wifi Data for On-Demand Delivery

Kaiwen Guo, Shicheng Zheng, Hao Zhou, Yan Zhang, Keli Yan, Guobin Shen, Haohua Du, Xiangyang Li

IEEE/ACM International Symposium on Quality of Service (IWQoS)

DOI

2025

InvisiCode: Boosting Intra-Frame Screen-Camera Communication by Breaking Through Noise Limitations

Haikuo Yu, Jingmiao Zhang, Haohua Du, Kaiwen Guo, Xiang-Yang Li

IEEE/ACM International Symposium on Quality of Service (IWQoS)

DOI

2025

DPShaping: Balancing Privacy Guarantee and Communication Cost in IoT Traffic Shaping

Sijia Zhang, Xiang Cui, Haohua Du, Shaoang Li, Yingqi Yu, Jiahui Hou, Xiang‐Yang Li

ACM Transactions on Sensor Networks

DOI

2025

AirFRL: Topology-Aware Decentralized Federated Reinforcement Learning for UAV Networks

Ziheng Tong, Jingjing Wang, Jianrui Chen, Xin Zhang, Haohua Du, Jianwei Liu

IEEE Vehicular Technology Conference

DOI

2025

Generative AI Meets Semantic Communications: Opportunities, Challenges and Security Risks

Pengfei Ren, Jingjing Wang, Jianrui Chen, Xiangwang Hou, Haohua Du, Chunxiao Jiang

IEEE Network

DOI

2025

DSVDCP: A Blockchain-Enhanced Vehicular Fog-Cloud Paradigm for Secure and Efficient Cross-Domain Data Sharing

Ziyan Yue, Shengwei Xu, Haohua Du, Yilong Liu, Xiaohong Fan

IEEE Internet of Things Journal

DOI

2025

Asymptotically Tight Approximation for Online File Caching With Delayed Hits and Bypassing

Haisheng Tan, Yi Wang, Chi Zhang, Guopeng Li, Haohua Du, Zhenhua Han, Shaofeng H.-C. Jiang, Xiang‐Yang Li

IEEE Transactions on Networking

DOI

2025

Bio-Inspired Routing Protocols: The Path to On-Demand UAV Networks

Houze Feng, Jingjing Wang, Jianrui Chen, Haohua Du, Mengyuan Zhang, Chunxiao Jiang

IEEE Network

DOI

2024

Towards the limits: Sensing Capability Measurement for ISAC Through Channel Encoder

Fei Shang, Haohua Du, Pan-Long Yang, Xin He, Wen Ma, Xiang-Yang Li

arXiv.org

DOI

2024

SGSM: A Foundation-model-like Semi-generalist Sensing Model

Tianjian Yang, Hao Zhou, Shuo Liu, Kaiwen Guo, Yiwen Hou, Haohua Du, Zhi Liu, Xiangyang Li

IEEE/ACM International Symposium on Quality of Service (IWQoS)

DOI

2024

InOut: Lightweight Transferable Multimodal Indoor-Outdoor Detection System with Smartphones

Yiyu Xin, Chuanzi Zhang, Kaiwen Guo, Yichao Gao, Haohua Du, Xiang‐Yang Li

International Conference on Mobility, Sensing and Networking (MSN)

DOI

2024

WowSense: A High-Accuracy Real-Time Grip-State Sensing on Commodity Smartphones

Yichao Gao, Kaiwen Guo, Chuanzi Zhang, Yiyu Xin, Feiyu Han, Haohua Du, Xiang‐Yang Li

International Conference on Mobility, Sensing and Networking (MSN)

DOI

2024

BAIR: A Fine-Grained Real-Time Multi-Modal Ranging System on Smartphones

Li Xiao, Feiyu Han, Fei Shang, Shicheng Zheng, Chunyu He, Haohua Du, Xiangyang Li

International Conference on Mobility, Sensing and Networking (MSN)

DOI

2024

RF-Monitor: Smart RFID Solution for Industrial Electrical Cabinet Door Monitoring

Haocheng Jiang, Fei Shang, Yubo Yan, Haohua Du, Xianrui Pan, Xiang‐Yang Li

DOI

2024

SGSM: semi-generalist sensing model combining handcrafted and deep learning methods

Tianjian Yang, Hao Zhou, Shuo Liu, Kaiwen Guo, Yiwen Hou, Haohua Du, Xiangyang Li

International Journal of Machine Learning and Cybernetics

DOI

2024

IUAC: Inaudible Universal Adversarial Attacks Against Smart Speakers

Haifeng Sun, Haohua Du, Xiaojing Yu, Jiahui Hou, Lan Zhang, Xiang‐Yang Li

ACM Transactions on Sensor Networks

DOI

2024

Exploring Earable-Based Passive User Authentication via Interpretable In-Ear Breathing Biometrics

Feiyu Han, Panlong Yang, Yuanhao Feng, Haohua Du, Xiang‐Yang Li

IEEE Transactions on Mobile Computing

DOI

2024

Convolutional Neural Networks Pruning Based on Energy Adaptation

Fan Guo, Xing Guo, Haohua Du

International Conference on Big Data Computing and Communications (BigCom)

DOI

2024

FedDCS: Dynamical Client Selection for Federated Learning in Mobile Scenarios with Label Distribution Shift

Junjie Pang, Haohua Du, Zhiyi Liu, Xiaoya Xu, Yuchao Feng

International Conference on Big Data Computing and Communications (BigCom)

DOI

2024

Pre-Segmentation: A Data Augmentation-Based Strategy for Thinning ViT Models

Houbin Guo, Xing Guo, Haohua Du

International Conference on Big Data Computing and Communications (BigCom)

DOI

2024

AdaViT: Task Adaptive ViT Compression Based on Module Replacement

Weijian Zhang, Xing Lin Guo, Haohua Du

International Conference on Big Data Computing and Communications (BigCom)

DOI

2023

Accuth+: Accelerometer-Based Anti-Spoofing Voice Authentication on Wrist-Worn Wearables

Feiyu Han, Panlong Yang, Haohua Du, Xiang-Yang Li

IEEE Transactions on Mobile Computing

DOI

2023

PianoWatch: An Intelligent Piano Understanding and Evaluation System Using Smartwatch

Kaiwen Guo, Hao Zhou, Siyu Jing, Haohua Du, Puhan Luo, Jiahui Hou, Xiang‐Yang Li

IEEE International Conference on Sensing, Communication, and Networking (SECON)

DOI

2023

LMIE-BERT: A Learnable Method for Inter-Layer Ensembles to Accelerate Inference of BERT-Style Pre-trained Models

Wei-Kai Qi, Xing Guo, Haohua Du

International Conference on Big Data Computing and Communications (BigCom)

DOI

2023

A Coalitional Autonomous Guiding Model Considering Traffic and Non-traffic Participants

Xiaochuan Liu, Haohua Du, Fenzhu Ji

International Conference on Big Data Computing and Communications (BigCom)

DOI

2023

Using Sensors to Complement Cameras to Save Arithmetic Power for Autonomous Driving Recognition

Rui Chen, Xing Lin Guo, Haohua Du

International Conference on Big Data Computing and Communications (BigCom)

DOI

2023

BackLip: Passphrase-Independent Lip-reading User Authentication with Backscatter Signals

Ye Tian, Hao Zhou, Haohua Du, Chenren Xu, Jiahui Hou, Dong Ren, Xiang‐Yang Li

IEEE/ACM International Symposium on Quality of Service (IWQoS)

DOI

2023

BreathSign: Transparent and Continuous In-ear Authentication Using Bone-conducted Breathing Biometrics

Feiyu Han, Panlong Yang, Shaojie Yan, Haohua Du, Yuanhao Feng

DOI

2023

Niffler: Real-time Device-level Anomalies Detection in Smart Home

Haohua Du, Yue Wang, Xiaoya Xu, Mingsheng Liu

ACM Transactions on the Web

DOI

2022

Accuth

Feiyu Han, Panlong Yang, Haohua Du, Xiang‐Yang Li

ACM Conference on Embedded Networked Sensor Systems (SenSys)

DOI

2022

RF-Ear$^+$: A Mechanical Identification and Troubleshooting System Based on Contactless Vibration Sensing

Yuanhao Feng, Youwei Zhang, Panlong Yang, Hao Zhou, Haohua Du, Xiang‐Yang Li

IEEE Transactions on Mobile Computing

DOI

2022

Edge Server Quantification and Placement in Vehicle Ad Hoc Networks

Weibo Kong, Haohua Du, Kai Pan, Xing Guo

International Conference on Big Data Computing and Communications (BigCom)

DOI

2022

Camera Authentication Using Physical Features based on Handle System ID

Xieyan Wang, Ye Tian, Haohua Du, Xiang‐Yang Li

International Conference on Big Data Computing and Communications (BigCom)

DOI

2021

ID-Based Hybrid Network Architecture for the AIoT

Qiang Li, Hao Zhu, Xiang‐Yang Li, Haohua Du, Xing Guo, Yanyong Zhang

International Conference on Big Data Computing and Communications (BigCom)

DOI

2021

A 3-D Nonstationary Wideband V2V GBSM With UPAs for Massive MIMO Wireless Communication Systems

Lu Bai, Ziwei Huang, Haohua Du, Xiang Cheng

IEEE Internet of Things Journal

DOI

精选作品

期刊论文

基于机器遗忘的模型能力细粒度访问控制机制

Lip-Siri: Contactless Open-Sentence Silent Speech with Wi-Fi Backscatter

The field-based model: a new perspective on RF-based material sensing

Activation-Guided Local Editing for Jailbreaking Attacks

Adaptive Entropy-Guided Token Pruning for Efficient Vision Transformers

BSFL: Secure and Efficient Blockchain-Based Split Federated Learning for Internet of Vehicles

D2SC: A Personalized Semantic Communications Framework for IoT via Federated Learning

Physical Layer Authentication Enhanced Federated Learning for UAV With Intrinsic Security

Memory-Efficient KV Cache Optimization for Large Language Model Inference at the Edge

Stealthy and Deployable Physical Adversarial Patches: A Cyber-Attack Threat Model for Resilient Monitoring in Industrial Cyber-Physical Transportation Systems

HACompBench: Co-designed Multimodal DNN Compression Evaluation for Edge Devices

A Full-Lifecycle Privacy-Preserving Semantic Communication System

Extensible Privacy-Aware Authenticated Key Agreement Scheme for Low-Altitude Intelligent Networks

Blockchain-Assisted Lightweight Broadcast Encryption With Revocation Support for Secure ADS-B in IoT Aviation

MindGuard: Tracking, Detecting, and Attributing MCP Tool Poisoning Attack via Decision Dependence Graph

ChatHTTPFuzz: large language model-assisted IoT HTTP fuzzing

SoK: Trust-Authorization Mismatch in LLM Agent Interactions

RainfalLTE: A Zero-Effect Rainfall Sensing System Utilizing Existing LTE Infrastructure

RINN: One Sample Radio Frequency Imaging based on Physics Informed Neural Network

AttenTrack: Mobile User Attention Awareness Based on Context and External Distractions

IntentMiner: Intent Inversion Attack via Tool Call Analysis in the Model Context Protocol

Research on pre-trained model compression mechanisms based on task matching similarity

One 2 : An Intrusion Detection System for Both Internal and External Vehicular Network From Weak Labeled Data

Securing Low-Altitude Intelligent Networks: Challenges and Solutions

Anomaly Detection for Roadside Devices Based on Scene Consistency

A Time-Varying Graph-Based Dynamic Blockchain Sharding Scheme for Large-Scale Drone Networks

Indoor Localization from Large-Scale Poor-Quality Crowdsourcing Wifi Data for On-Demand Delivery

InvisiCode: Boosting Intra-Frame Screen-Camera Communication by Breaking Through Noise Limitations

DPShaping: Balancing Privacy Guarantee and Communication Cost in IoT Traffic Shaping

AirFRL: Topology-Aware Decentralized Federated Reinforcement Learning for UAV Networks

Generative AI Meets Semantic Communications: Opportunities, Challenges and Security Risks

DSVDCP: A Blockchain-Enhanced Vehicular Fog-Cloud Paradigm for Secure and Efficient Cross-Domain Data Sharing

Asymptotically Tight Approximation for Online File Caching With Delayed Hits and Bypassing

Bio-Inspired Routing Protocols: The Path to On-Demand UAV Networks

Towards the limits: Sensing Capability Measurement for ISAC Through Channel Encoder

SGSM: A Foundation-model-like Semi-generalist Sensing Model

InOut: Lightweight Transferable Multimodal Indoor-Outdoor Detection System with Smartphones

WowSense: A High-Accuracy Real-Time Grip-State Sensing on Commodity Smartphones

BAIR: A Fine-Grained Real-Time Multi-Modal Ranging System on Smartphones

RF-Monitor: Smart RFID Solution for Industrial Electrical Cabinet Door Monitoring

SGSM: semi-generalist sensing model combining handcrafted and deep learning methods

IUAC: Inaudible Universal Adversarial Attacks Against Smart Speakers

Exploring Earable-Based Passive User Authentication via Interpretable In-Ear Breathing Biometrics

Convolutional Neural Networks Pruning Based on Energy Adaptation

FedDCS: Dynamical Client Selection for Federated Learning in Mobile Scenarios with Label Distribution Shift

Pre-Segmentation: A Data Augmentation-Based Strategy for Thinning ViT Models

AdaViT: Task Adaptive ViT Compression Based on Module Replacement

Accuth+: Accelerometer-Based Anti-Spoofing Voice Authentication on Wrist-Worn Wearables

PianoWatch: An Intelligent Piano Understanding and Evaluation System Using Smartwatch

LMIE-BERT: A Learnable Method for Inter-Layer Ensembles to Accelerate Inference of BERT-Style Pre-trained Models

A Coalitional Autonomous Guiding Model Considering Traffic and Non-traffic Participants

Using Sensors to Complement Cameras to Save Arithmetic Power for Autonomous Driving Recognition

BackLip: Passphrase-Independent Lip-reading User Authentication with Backscatter Signals

BreathSign: Transparent and Continuous In-ear Authentication Using Bone-conducted Breathing Biometrics

Niffler: Real-time Device-level Anomalies Detection in Smart Home

Accuth

RF-Ear$^+$: A Mechanical Identification and Troubleshooting System Based on Contactless Vibration Sensing

Edge Server Quantification and Placement in Vehicle Ad Hoc Networks

Camera Authentication Using Physical Features based on Handle System ID

ID-Based Hybrid Network Architecture for the AIoT

A 3-D Nonstationary Wideband V2V GBSM With UPAs for Massive MIMO Wireless Communication Systems

预印本

What Guides the Agent? Adjudicating Unauthorized Behavior via Localizing Behavior-Guiding Instructions

MCPTox: A Benchmark for Tool Poisoning Attack on Real-World MCP Servers

SECNEURON: Reliable and Flexible Abuse Control in Local LLMs via Hybrid Neuron Encryption

Wi-Motion: A Robust Human Activity Recognition Using WiFi Signals

From Communication to Sensing : Recognizing and Counting Repetitive Motions with Wireless Backscattering

On Measurement of the Spatio-Frequency Property of OFDM Backscattering

VoiceMask: Anonymize and Sanitize Voice Input on Mobile Devices

研究方向