Mingyu Xu
7 papers · 2017–2025 · 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 (8) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(20)
π£
Hot Topic Early Bird
Conferences
NIPS (3)
ACL (2)
ICML (1)
INTERSPEECH (1)
Top co-authors
Keywords
large language model
(2)
positional encoding
(2)
variational inference
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
emotion recognition
(1)
neural network optimization
(1)
partial label learning
(1)
support vector regression
(1)
label noise
(1)
long short-term memory
(1)
out-of-distribution detection
(1)
context length
(1)
noisy label
(1)
activation function
(1)
multimodal fusion
(1)
continual pre-training
(1)
position encoding
(1)
long context
(1)
rotary position embedding
(1)
Papers
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
KV Shifting Attention Enhances Language Modeling
ICML 2025
Base of RoPE Bounds Context Length
NIPS 2024
VRA: Variational Rectified Activation for Out-of-distribution Detection
NIPS 2023
ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning
NIPS 2023
Multimodal Prediction of Affective Dimensions via Fusing Multiple Regression Techniques
INTERSPEECH 2017