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Ning Zhang — most-cited papers & profile · Recommender Systems
← authors
·
overview
Ning Zhang
43
papers ·
333
citations ·
87
h-index
Jingdezhen Ceramic Institute · Washington University in St. Louis · Nanjing Jiangning Hospital · Dalian Maritime University
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Most-cited papers
Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features
2017 · 19 citations
Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model
2020 · 19 citations
A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems
2024 · 17 citations
Don't Listen To Me: Understanding and Exploring Jailbreak Prompts of Large Language Models
2024 · 9 citations
Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation
2022 · 7 citations
AutoScaler: Scale-Attention Networks for Visual Correspondence
2016 · 3 citations
Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks
2020 · 3 citations
Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning
2017 · 2 citations
Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning
2019 · 2 citations
Weakly Supervised Body Part Segmentation with Pose based Part Priors
2019 · 2 citations
DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing
2020 · 2 citations
Deep Bayesian Learning for Car Hacking Detection
2021 · 2 citations
FadMan: Federated Anomaly Detection across Multiple Attributed Networks
2022 · 2 citations
Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures
2025 · 1 citations
Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs
2025 · 1 citations
Topics
Adversarial ML
Vulnerability Detection
LLM Security
Threat Intelligence
Malware Detection
Federated Learning
Privacy
Multi-Agent
Value-Based
Benchmarks