Shiyu Xia
9 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (29) π Interdisciplinary Bridge π Conference Polyglot (5)
β‘
Prolific Year
(5)
β
The Questioner
Conferences
AAAI (4)
NIPS (2)
ACL (1)
CVPR (1)
ICML (1)
Top co-authors
Keywords
model compression
(5)
transfer learning
(4)
knowledge distillation
(4)
representation learning
(3)
variable-sized model
(2)
partial-label learning
(2)
model initialization
(2)
image classification
(2)
partial label learning
(1)
label noise
(1)
multi-class classification
(1)
convolutional neural network
(1)
weight initialization
(1)
vision language model
(1)
pseudo-label purification
(1)
contrastive language-image pretraining
(1)
learnable transformation
(1)
feature distillation
(1)
neural network initialization
(1)
optical character recognition
(1)
Papers
Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge
AAAI 2026
Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks
AAAI 2025
Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales
ICML 2025
Transformer as Linear Expansion of Learngene
AAAI 2024
Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation
NIPS 2024
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities
ACL 2024
What Makes Partial-Label Learning Algorithms Effective?
NIPS 2024
Building Variable-Sized Models via Learngene Pool
AAAI 2024
Towards Effective Visual Representations for Partial-Label Learning
CVPR 2023