Xinlei He
11 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🗃️ Keyword Collector (59)
💎
Century Club · Bronze
❓
The Questioner
(2)
⚡
Prolific Year · Productive
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Research topics
Machine Learning
(10)
Artificial Intelligence
(6)
Core AI
(6)
Application Areas
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(3)
Natural Language Processing
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Applications
(1)
Keywords
jailbreak attack
(2)
adversarial attack
(2)
backdoor attack
(2)
representation learning
(1)
adversarial learning
(1)
model security
(1)
stochastic gradient descent
(1)
transfer learning
(1)
pose estimation
(1)
text classification
(1)
graph classification
(1)
object detection
(1)
model robustness
(1)
self-supervised learning
(1)
question answering
(1)
social media analysis
(1)
deepfake detection
(1)
deep learning
(1)
multilingual text
(1)
data poisoning
(1)
Papers
6DAttack: Backdoor Attacks in the 6DoF Pose Estimation
AAAI 2026
An Improved Privacy and Utility Analysis of Differentially Private SGD with Bounded Domain and Smooth Losses
AAAI 2026
Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media
ACL 2025
Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models
ACL 2025
CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers
AAAI 2025
FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models
EMNLP 2025
FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts
EMNLP 2025
Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders
CVPR 2023
Data Poisoning Attacks Against Multimodal Encoders
ICML 2023
Generated Graph Detection
ICML 2023
Semi-Leak: Membership Inference Attacks against Semi-Supervised Learning
ECCV 2022