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Hongwei Li — most-cited papers & profile · Multimodal
← authors
·
overview
Hongwei Li
24
papers ·
438
citations ·
45
h-index
Xi'an University of Architecture and Technology · National University of Singapore · ZHAW Zurich University of Applied Sciences · Lagos State Health Service Commission · National University Hospital · Artificial Intelligence in Medicine (Canada)
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Most-cited papers
Federated Learning Enables Big Data for Rare Cancer Boundary Detection
2022 · 340 citations
Instruction Backdoor Attacks Against Customized Llms
2024 · 81 citations
A Comprehensive Overview of Backdoor Attacks in Large Language Models within Communication Networks
2023 · 6 citations
ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?
2026 · 2 citations
Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net
2018 · 2 citations
Instruction Backdoor Attacks Against Customized LLMs
2024 · 2 citations
Hercules: Boosting the Performance of Privacy-preserving Federated Learning
2022 · 1 citations
SIMC 2.0: Improved Secure ML Inference Against Malicious Clients
2022 · 1 citations
VerifyML: Obliviously Checking Model Fairness Resilient to Malicious Model Holder
2022 · 1 citations
Agents' Last Exam
2026
BadTemplate: A Training-Free Backdoor Attack via Chat Template Against Large Language Models
2026
State Backdoor: Towards Stealthy Real-world Poisoning Attack on Vision-Language-Action Model in State Space
2026
VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection
2025
ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models
2025
Progent: Programmable Privilege Control for LLM Agents
2025
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
LLM Security
Privacy
Cryptography
Network Security
Software Engineering
Segmentation
Medical Imaging