Yishi Xu
6 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Bayesian & Probabilistic
(4)
Natural Language Processing
(3)
Core Methods
(2)
Learning Types
(2)
Understanding
(2)
Deep Learning
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Resources & Methods
(1)
Keywords
topic modeling
(2)
variational inference
(2)
probabilistic modeling
(1)
bayesian learning
(1)
bayesian inference
(1)
graph learning
(1)
continued pretraining
(1)
nonparametric model
(1)
posterior inference
(1)
low-resource language
(1)
generative model
(1)
gaussian mixture model
(1)
latent representation
(1)
topic model
(1)
node classification
(1)
vision-language model
(1)
bayesian deep learning
(1)
prompt tuning
(1)
graph autoencoder
(1)
multilingual model
(1)
Papers
FLOR: On the Effectiveness of Language Adaptation
COLING 2024
Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models
UAI 2024
Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process
ICML 2023
Context-guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes
NeurIPS 2023
Bayesian Deep Embedding Topic Meta-Learner
ICML 2022
Non Parametric Graph Learning for Bayesian Graph Neural Networks
UAI 2020