Shijie Liu
6 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Grand Slam
π
Conference Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Security & Privacy
(2)
Differential Privacy
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Keywords
poisoning attack
(2)
adversarial example
(2)
adversarial robustness
(2)
certified defense
(2)
differential privacy
(2)
robustness
(1)
sentiment analysis
(1)
object detection
(1)
explanation generation
(1)
rating prediction
(1)
convolutional neural network
(1)
randomized smoothing
(1)
gaussian mechanism
(1)
explainable recommendation
(1)
large language model
(1)
neural network
(1)
certified radius
(1)
table detection
(1)
pointwise certification
(1)
uncertainty metric
(1)
Papers
Coherency Improved Explainable Recommendation via Large Language Model
AAAI 2025
Multi-level Certified Defense Against Poisoning Attacks in Offline Reinforcement Learning
ICLR 2025
Et Tu Certifications: Robustness Certificates Yield Better Adversarial Examples
ICML 2024
Enhancing the Antidote: Improved Pointwise Certifications against Poisoning Attacks
AAAI 2023
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity
NeurIPS 2022
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks
AAAI 2019