Shikai Fang
10 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4)
🐝
Cross-Pollinator
(15)
💎
Century Club
(10)
🔥
Unstoppable
(5)
Conferences
ICML (4)
ICLR (3)
NIPS (2)
UAI (1)
Top co-authors
Keywords
tensor decomposition
(3)
spike-and-slab prior
(2)
streaming datum
(2)
bayesian inference
(2)
tensor factorization
(2)
gaussian process
(2)
streaming inference
(2)
temporal learning
(1)
graph diffusion
(1)
spike and slab prior
(1)
state-space model
(1)
stochastic differential equation
(1)
schrödinger bridge
(1)
bayesian neural network
(1)
latent factor
(1)
ode solver
(1)
score-based generative model
(1)
tucker decomposition
(1)
probabilistic time series imputation
(1)
neural network
(1)
Papers
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model
ICLR 2025
Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
ICLR 2024
Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data
ICLR 2024
BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition
ICML 2024
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes
NIPS 2023
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition
NIPS 2023
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
ICML 2023
Bayesian Continuous-Time Tucker Decomposition
ICML 2022
Bayesian streaming sparse Tucker decomposition
UAI 2021
Streaming Bayesian Deep Tensor Factorization
ICML 2021