Xujia Wang
5 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Resources & Methods
(2)
Techniques
(2)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
low-rank adaptation
(2)
parameter-efficient fine-tuning
(2)
large language model
(2)
multi-task learning
(1)
knowledge transfer
(1)
knowledge distillation
(1)
cross-lingual transfer
(1)
model merging
(1)
language model
(1)
mixture of expert
(1)
supervised fine-tuning
(1)
parameter importance
(1)
high-rank adaptation
(1)
knowledge grounding
(1)
multilingual language model
(1)
overfitting prevention
(1)
knowledge fusion
(1)
subnetwork localization
(1)
gradient sparsity
(1)
subnetwork optimization
(1)
Papers
EEG-DINO: Learning EEG Foundation Models via Hierarchical Self-Distillation
MICCAI 2025
LoSiA: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization
EMNLP 2025
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning
NAACL 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning
ACL 2025
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset
ACL 2024