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Zhilin Zhao
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 12
Top Topics
Complex Data
Explicit Or Implicit
Multivariate Time Series
Granger Causality
Top Venues
CoRR
KDD
IEEE Trans. Pattern Anal. Mach. Intell.
DSAA
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Publications
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Zhilin Zhao
,
Longbing Cao
,
Kun-Yu Lin
Supervision Adaptation Balancing In-Distribution Generalization and Out-of-Distribution Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
45 (12) (2023)
Yang Yang
,
Zhilin Zhao
,
Longbing Cao
Deep Spectral Copula Mechanisms Modeling Coupled and Volatile Multivariate Time Series.
DSAA
(2023)
Zhilin Zhao
,
Longbing Cao
R-divergence for Estimating Model-oriented Distribution Discrepancy.
CoRR
(2023)
Zhilin Zhao
,
Longbing Cao
R-divergence for Estimating Model-oriented Distribution Discrepancy.
NeurIPS
(2023)
Zhilin Zhao
,
Longbing Cao
,
Yixuan Zhang
Out-of-Distribution Knowledge Distillation via Confidence Amendment.
CoRR
(2023)
Zhilin Zhao
,
Longbing Cao
Label and Distribution-discriminative Dual Representation Learning for Out-of-Distribution Detection.
CoRR
(2022)
Longbing Cao
,
Philip S. Yu
,
Zhilin Zhao
Shallow and Deep Non-IID Learning on Complex Data.
KDD
(2022)
Zhilin Zhao
,
Longbing Cao
,
Chang-Dong Wang
Gray Learning from Non-IID Data with Out-of-distribution Samples.
CoRR
(2022)
Zhilin Zhao
,
Longbing Cao
,
Yuan-Yu Wan
Coupling Online-Offline Learning for Multi-distributional Data Streams.
CoRR
(2022)
Zhilin Zhao
,
Longbing Cao
,
Kun-Yu Lin
Out-of-distribution Detection by Cross-class Vicinity Distribution of In-distribution Data.
CoRR
(2022)
Zhilin Zhao
,
Longbing Cao
,
Kun-Yu Lin
Supervision Adaptation Balances In-Distribution Generalization and Out-of-Distribution Detection.
CoRR
(2022)
Zhilin Zhao
,
Longbing Cao
,
Kun-Yu Lin
Revealing Distributional Vulnerability of Explicit Discriminators by Implicit Generators.
CoRR
(2021)