Shikai Fang
10 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(7)
Artificial Intelligence
(6)
Bayesian & Probabilistic · Artificial Intelligence
(4)
Core Methods
(4)
Deep Learning
(3)
Core AI
(3)
Models
(3)
Bayesian & Probabilistic · Machine Learning
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Methods
(1)
Optimization
(1)
Keywords
gaussian process
(4)
tensor decomposition
(4)
bayesian inference
(3)
streaming data
(2)
tucker decomposition
(2)
spike-and-slab prior
(2)
tensor factorization
(2)
streaming inference
(2)
gaussian processes
(1)
temporal dynamics
(1)
probabilistic modeling
(1)
expectation propagation
(1)
multivariate time series
(1)
temporal learning
(1)
language modeling
(1)
graph diffusion
(1)
optimal transport
(1)
online inference
(1)
embedding learning
(1)
variational inference
(1)
Papers
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
ICLR 2025
BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition
ICML 2024
Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data
ICLR 2024
Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
ICLR 2024
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes
NeurIPS 2023
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
ICML 2023
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition
NeurIPS 2023
Bayesian Continuous-Time Tucker Decomposition
ICML 2022
Bayesian streaming sparse Tucker decomposition
UAI 2021
Streaming Bayesian Deep Tensor Factorization
ICML 2021