Xiaolei Liu
9 papers · 2020–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird
🗃️
Keyword Collector
(53)
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types · Machine Learning
(5)
Optimization & Theory · Machine Learning
(3)
Optimization & Theory · Deep Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Techniques
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Application Areas
(1)
Applications
(1)
Keywords
second-order optimization
(3)
neural network training
(3)
fisher information matrix
(3)
natural gradient descent
(2)
adversarial attack
(2)
neural network optimization
(2)
knowledge distillation
(1)
self-supervised learning
(1)
representation learning
(1)
mutual information
(1)
deep neural network
(1)
natural gradient
(1)
adaptive learning rate
(1)
kronecker product
(1)
black-box attack
(1)
backdoor attack
(1)
automatic speech recognition
(1)
stochastic gradient descent
(1)
transformer architecture
(1)
federated learning
(1)
Papers
DoBlock: Blocking Malicious Association Propagation for Backdoor-Robust Federated Learning Under Domain Skew
AAAI 2026
LoopLLM: Transferable Energy-Latency Attacks in LLMs via Repetitive Generation
AAAI 2026
i$^2$VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation
UAI 2025
KOEnsAttack: Towards Efficient Data-Free Black-Box Adversarial Attacks via Knowledge-Orthogonalized Substitute Ensembles
ICCV 2025
A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks
NeurIPS 2024
An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding
IJCAI 2024
A Trace-restricted Kronecker-Factored Approximation to Natural Gradient
AAAI 2021
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation
AAAI 2021
Weighted-Sampling Audio Adversarial Example Attack
AAAI 2020