Pengwei Tang
4 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(3)
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(12)
π§
Keyword Pioneer
Conferences
AAAI (1)
ACML (1)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
model compression
(1)
representation learning
(1)
lottery ticket hypothesis
(1)
catastrophic forgetting
(1)
fairness
(1)
network pruning
(1)
class imbalance
(1)
model pruning
(1)
fraud detection
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
sparse neural network
(1)
pre-trained knowledge
(1)
neural network
(1)
loss reweighting
(1)
null space initialization
(1)
input activation
(1)
Papers
Put the Space of LoRA Initialization to the Extreme to Preserve Pre-trained Knowledge
AAAI 2026
ADePT: Adaptive Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
ICLR 2025
Decouple then Combine: A Simple and Effective Framework for Fraud Transaction Detection
ACML 2023
Fair Scratch Tickets: Finding Fair Sparse Networks Without Weight Training
CVPR 2023