Shijie Liu
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Grand Slam
π
Conference Pioneer
Conferences
AAAI (3)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
differential privacy
(1)
active learning
(1)
adversarial learning
(1)
certified robustness
(1)
adversarial robustness
(1)
sentiment analysis
(1)
object detection
(1)
explanation generation
(1)
rating prediction
(1)
convolutional neural network
(1)
randomized smoothing
(1)
poisoning attack
(1)
adversarial example
(1)
gaussian mechanism
(1)
certified defense
(1)
explainable recommendation
(1)
large language model
(1)
neural network
(1)
certified radius
(1)
table detection
(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
NIPS 2022
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks
AAAI 2019