Zhengqi Pei
5 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Research topics
Machine Learning
(3)
Deep Learning
(2)
Architectures
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Keywords
parameter efficiency
(2)
vision transformer
(1)
cognitive modeling
(1)
neuromorphic computing
(1)
visual representation
(1)
parameter efficient
(1)
visual representation learning
(1)
riemannian metric
(1)
entropy reduction
(1)
dynamical system
(1)
sequential data
(1)
conditional random field
(1)
grammatical error diagnosis
(1)
chinese language processing
(1)
bidirectional long short-term memory
(1)
probabilistic ensemble
(1)
neuromorphic architecture
(1)
dynamics-based model
(1)
hamiltonian principle
(1)
data-free compression
(1)
Papers
Data-free Neural Representation Compression with Riemannian Neural Dynamics
ICML 2024
Modeling Language Tokens as Functionals of Semantic Fields
ICML 2024
Dynamics-inspired Neuromorphic Visual Representation Learning
ICML 2023
Slang Detection and Identification
CoNLL 2019
Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement
ACL 2018