Shuai Xu
10 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Renaissance Researcher (6) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π
Century Club
(10)
Conferences
EMNLP (2)
ICLR (2)
ICML (2)
NIPS (2)
CVPR (1)
IJCAI (1)
Top co-authors
Research topics
Keywords
model compression
(3)
structured pruning
(2)
adversarial robustness
(1)
model security
(1)
matrix factorization
(1)
in-context learning
(1)
privacy preservation
(1)
variance reduction
(1)
memory efficiency
(1)
language model
(1)
tool use
(1)
filter pruning
(1)
tool selection
(1)
retrieval-augmented generation
(1)
taylor expansion
(1)
compositional zero-shot learning
(1)
cross-modal interaction
(1)
function calling
(1)
model ownership
(1)
latency control
(1)
Papers
Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall
EMNLP 2025
MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning
IJCAI 2025
MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations
ICLR 2025
Flexible Group Count Enables Hassle-Free Structured Pruning
CVPR 2025
Taylor Unswift: Secured Weight Release for Large Language Models via Taylor Expansion
EMNLP 2024
GNNs Also Deserve Editing, and They Need It More Than Once
ICML 2024
Knowledge Graphs Can be Learned with Just Intersection Features
ICML 2024
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
NIPS 2023
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning
NIPS 2023
Revisit Kernel Pruning with Lottery Regulated Grouped Convolutions
ICLR 2022