Yilin Lyu
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (9)
πΊοΈ
Taxonomy Completionist
(16)
π£
Hot Topic Early Bird
Conferences
IJCAI (2)
ACL (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
continual learning
(2)
catastrophic forgetting
(2)
bayesian inference
(1)
information bottleneck
(1)
batch normalization
(1)
robust classification
(1)
feature matching
(1)
neural network optimization
(1)
data perturbation
(1)
visual tracking
(1)
generalization bound
(1)
latent variable model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
deep generative model
(1)
siamese network
(1)
gradient subspace
(1)
minority class
(1)
backbone network
(1)
large language model
(1)
Papers
Continual Gradient Low-Rank Projection Fine-Tuning for LLMs
ACL 2025
Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation
NIPS 2023
Recognizable Information Bottleneck
IJCAI 2023
Learning Target-aware Representation for Visual Tracking via Informative Interactions
IJCAI 2022
Deep Generative Model for Robust Imbalance Classification
CVPR 2020