Mingyu Xu
7 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Core AI
(4)
Natural Language Processing
(3)
Core Methods
(3)
Optimization & Theory · Machine Learning
(3)
Learning Types
(2)
Resources & Methods
(2)
Deep Learning
(1)
Application Areas
(1)
Architectures
(1)
Generation
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
positional encoding
(2)
large language model
(2)
transformer architecture
(2)
variational inference
(1)
in-context learning
(1)
language modeling
(1)
knowledge distillation
(1)
neural network optimization
(1)
partial label learning
(1)
support vector regression
(1)
label noise
(1)
long short-term memory
(1)
pre-trained model
(1)
induction head
(1)
context length
(1)
out-of-distribution detection
(1)
noisy label
(1)
activation function
(1)
emotion recognition
(1)
weakly supervised learning
(1)
Papers
KV Shifting Attention Enhances Language Modeling
ICML 2025
LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation
ACL 2025
ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
ACL 2025
Base of RoPE Bounds Context Length
NeurIPS 2024
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning
NeurIPS 2023
VRA: Variational Rectified Activation for Out-of-distribution Detection
NeurIPS 2023
Multimodal Prediction of Affective Dimensions via Fusing Multiple Regression Techniques
Interspeech 2017