Xin Liu

4 papers at tracked venues · 1 at CORE A* · active 2025–2025

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Venues

ICDM ×3 AAAI ×1

Frequent coauthors

Shahbaz Rezaei

×3

Fanyu Meng

×2

Zhaodan Kong

×2

Xin Chen

×2

Ziwen Kan

×1

Avishai Halev

×1

Papers

CohEx: A Generalized Framework for Cohort Explanation
AAAI 2025 ·
Fanyu Meng
, Xin Liu,
Zhaodan Kong
,
Xin Chen
Explanation Space: A New Perspective into Time Series Interpretability
ICDM 2025 ·
Shahbaz Rezaei
, Xin Liu
Implet: A Post-Hoc Subsequence Explainer for Time Series Models
ICDM 2025 ·
Fanyu Meng
,
Ziwen Kan
,
Shahbaz Rezaei
,
Zhaodan Kong
,
Xin Chen
, Xin Liu
On the Necessity of Multi-Domain Explanation: An Uncertainty Principle Approach for Deep Time Series Models
ICDM 2025 ·
Shahbaz Rezaei
,
Avishai Halev
, Xin Liu