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Shikai Fang
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2020 – today
- 2024
- [c12]Shikai Fang, Xin Yu, Zheng Wang, Shibo Li, Mike Kirby, Shandian Zhe:
Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data. ICLR 2024 - [c11]Shikai Fang, Madison Cooley, Da Long, Shibo Li, Mike Kirby, Shandian Zhe:
Solving High Frequency and Multi-Scale PDEs with Gaussian Processes. ICLR 2024 - [c10]Shikai Fang, Qingsong Wen, Yingtao Luo, Shandian Zhe, Liang Sun:
BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition. ICML 2024 - [i10]Junjie Li, Yang Liu, Weiqing Liu, Shikai Fang, Lewen Wang, Chang Xu, Jiang Bian:
MarS: a Financial Market Simulation Engine Powered by Generative Foundation Model. CoRR abs/2409.07486 (2024) - 2023
- [c9]Yu Chen, Wei Deng, Shikai Fang, Fengpei Li, Nicole Tianjiao Yang, Yikai Zhang, Kashif Rasul, Shandian Zhe, Anderson Schneider, Yuriy Nevmyvaka:
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation. ICML 2023: 4485-4513 - [c8]Shikai Fang, Xin Yu, Shibo Li, Zheng Wang, Mike Kirby, Shandian Zhe:
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition. NeurIPS 2023 - [c7]Zheng Wang, Shikai Fang, Shibo Li, Shandian Zhe:
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes. NeurIPS 2023 - [i9]Yu Chen, Wei Deng, Shikai Fang, Fengpei Li, Nicole Tianjiao Yang, Yikai Zhang, Kashif Rasul, Shandian Zhe, Anderson Schneider, Yuriy Nevmyvaka:
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation. CoRR abs/2305.07247 (2023) - [i8]Shikai Fang, Qingsong Wen
, Shandian Zhe, Liang Sun:
BayOTIDE: Bayesian Online Multivariate Time series Imputation with functional decomposition. CoRR abs/2308.14906 (2023) - [i7]Shikai Fang, Xin Yu, Shibo Li, Zheng Wang, Robert M. Kirby, Shandian Zhe:
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition. CoRR abs/2310.17021 (2023) - [i6]Zheng Wang, Shikai Fang, Shibo Li, Shandian Zhe:
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes. CoRR abs/2310.19666 (2023) - [i5]Shikai Fang, Madison Cooley, Da Long, Shibo Li, Robert M. Kirby, Shandian Zhe:
Solving High Frequency and Multi-Scale PDEs with Gaussian Processes. CoRR abs/2311.04465 (2023) - [i4]Shikai Fang, Xin Yu, Zheng Wang, Shibo Li, Mike Kirby, Shandian Zhe:
Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data. CoRR abs/2311.04829 (2023) - [i3]Zheng Wang, Shibo Li, Shikai Fang, Shandian Zhe:
Diffusion-Generative Multi-Fidelity Learning for Physical Simulation. CoRR abs/2311.05606 (2023) - 2022
- [c6]Shikai Fang, Akil Narayan, Robert M. Kirby, Shandian Zhe:
Bayesian Continuous-Time Tucker Decomposition. ICML 2022: 6235-6245 - 2021
- [c5]Shikai Fang, Zheng Wang, Zhimeng Pan, Ji Liu, Shandian Zhe:
Streaming Bayesian Deep Tensor Factorization. ICML 2021: 3133-3142 - [c4]Shikai Fang, Robert M. Kirby, Shandian Zhe:
Bayesian streaming sparse Tucker decomposition. UAI 2021: 558-567 - 2020
- [c3]Tao Yang, Shikai Fang, Shibo Li, Yulan Wang, Qingyao Ai:
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to Rank. CIKM 2020: 2277-2280 - [c2]Shikai Fang, Shandian Zhe, Kuang-chih Lee, Kai Zhang, Jennifer Neville:
Online Bayesian Sparse Learning with Spike and Slab Priors. ICDM 2020: 142-151 - [c1]Conor Tillinghast, Shikai Fang, Kai Zhang, Shandian Zhe:
Probabilistic Neural-Kernel Tensor Decomposition. ICDM 2020: 531-540 - [i2]Shikai Fang, Zheng Wang, Zhimeng Pan, Ji Liu, Shandian Zhe:
Streaming Probabilistic Deep Tensor Factorization. CoRR abs/2007.07367 (2020) - [i1]Tao Yang, Shikai Fang, Shibo Li, Yulan Wang, Qingyao Ai:
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to Rank. CoRR abs/2008.09061 (2020)
Coauthor Index
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