Jinyao Yan
5 papers · 2017–2024 · 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 (14) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Healthcare & Medicine
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Core Methods
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
neural machine translation
(2)
spike inference
(2)
variational inference
(2)
variational autoencoder
(2)
bayesian inference
(2)
neural connectivity
(1)
neural activity
(1)
calcium imaging
(1)
amortized inference
(1)
delayed feedback
(1)
parameter efficiency
(1)
expert specialization
(1)
recommender system
(1)
parameter reduction
(1)
adapter training
(1)
conversion rate prediction
(1)
word embedding compression
(1)
softmax acceleration
(1)
partial vector quantization
(1)
softmax layer acceleration
(1)
Papers
A Lightweight Mixture-of-Experts Neural Machine Translation Model with Stage-wise Training Strategy
NAACL 2024
Accelerating Neural Machine Translation with Partial Word Embedding Compression
AAAI 2021
An Attention-based Model for Conversion Rate Prediction with Delayed Feedback via Post-click Calibration
IJCAI 2020
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders
NeurIPS 2017
Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit
NeurIPS 2017