Shuai Xu
11 papers · 2022–2026 · 7 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
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (28) π₯ Mega-Team Β· Squad ποΈ Keyword Collector (56)
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(7)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(8)
Core AI
(7)
Application Areas
(5)
Deep Learning
(3)
Natural Language Processing
(2)
Core Methods
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Security & Privacy
(1)
Analysis
(1)
Keywords
model compression
(4)
structured pruning
(2)
large language model
(2)
model editing
(2)
graph neural network
(2)
filter pruning
(2)
model security
(1)
adversarial robustness
(1)
lottery ticket hypothesis
(1)
privacy preservation
(1)
responsible ai
(1)
in-context learning
(1)
variance reduction
(1)
convolutional neural network
(1)
link prediction
(1)
evaluation benchmark
(1)
tool use
(1)
knowledge editing
(1)
language model
(1)
memory efficiency
(1)
Papers
Skyline: A Cloud Centric Internet Monitoring Engine
NSDI 2026
Flexible Group Count Enables Hassle-Free Structured Pruning
CVPR 2025
MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations
ICLR 2025
MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning
IJCAI 2025
Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall
EMNLP 2025
GNNs Also Deserve Editing, and They Need It More Than Once
ICML 2024
Knowledge Graphs Can be Learned with Just Intersection Features
ICML 2024
Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion
EMNLP 2024
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning
NeurIPS 2023
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
NeurIPS 2023
Revisit Kernel Pruning with Lottery Regulated Grouped Convolutions
ICLR 2022