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Xun Chen — most-cited papers & profile · AI for Code
← authors
·
overview
Xun Chen
19
papers ·
118
citations ·
66
h-index
Merck & Co., Inc., Rahway, NJ, USA (United States) · Hainan University · Wuhan University · Beihang University
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Most-cited papers
TrustLLM: Trustworthiness in Large Language Models
2024 · 53 citations
LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy
2020 · 32 citations
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency
2023 · 19 citations
Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs
2022 · 2 citations
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation
2022 · 2 citations
SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning
2023 · 2 citations
Memory-adaptive Depth-wise Heterogeneous Federated Learning
2023 · 1 citations
MCN-SLAM: Multi-agent Collaborative Neural SLAM With Hybrid Implicit Neural Scene Representation
2025
The Salami Slicing Threat: Exploiting Cumulative Risks in LLM Systems
2026
Why does weak-OOD help? A Further Step Towards Understanding Jailbreaking VLMs
2025
EmoFeedback$^2$: Reinforcement of Continuous Emotional Image Generation via LVLM-based Reward and Textual Feedback
2025
SafeSearch: Automated Red-Teaming of LLM-Based Search Agents
2025
Multi-view 3D Reconstruction with Transformer
2021
Fully Automated End-to-End Fake Audio Detection
2022
MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems
2023
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
Federated Learning
Privacy
LLM Security
Evaluation
Malware Detection
Anomaly Detection
Multi-Robot