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Session 1 : Functional analytic methods in probability and equations
Date: September 16 (14:00-17:00) Venue: Information Science Building U512
Zoran Vondraček
Affiliation:
Department of Mathematics, University of Zagreb and SOIS-FT, HR
Title:
Heat kernel estimates for the fractional laplacian and related non-local operators
Kyung-Youn Kim
Affiliation:
Department of Applied Mathematics, National Chung Hsing University, TW
Title:
Variational formulas and stability of exit times under Feynman–Kac perturbations
Session 2 : Toward Trustworthy and Efficient AI Systems
Date: September 16 (14:00-17:00) Venue: Information Science Building U502
Yusuke Matsui
Affiliation:
Department of Information and Communication Engineering, Graduate School of Information Science and Technology, The University of Tokyo, JP
Title:
Where learned data structures meet computer vision
Pei-Ju Lee
Affiliation:
Graduate Institute of Data Science and Information Computing, National Chung Hsing University, TW
Title:
Verifying large language model outputs: toward trustworthy AI-generated reasoning
Session 3 : Cutting-edge AI for multimodal integration
Date: September 16 (14:00-17:00) Venue: Information Science Building U602
Ichiro Ide
Affiliation:
School of Informatics, Graduate School of Informatics, Nagoya University, JP
Title:
Quantifying visual impressions of words based on real-world data analysis
Hung-Hsu Tsai
Affiliation:
Chair of Department of Applied Mathematics, Director, Graduate Institute of Data Science and Information Computing, National Chung Hsing University, TW
Title:
Challenges in building models with less data or without labels: domain generalization and anomaly detection
Session 4 : Computational intelligence
Date: September 17 (09:30-12:10) Venue: Information Science Building U502
Hiroshi Fujiwara
Affiliation: Graduate School of Informatics, Kyoto University, JP
Title:
Three-dimensional density tomography in transparent media from Schlieren images
Guan-Ju Peng
Affiliation:
Graduate Institute of Data Science and Information Computing, National Chung Hsing University, TW
Title:
When global validation fails: data-coverage-aware model evaluation under nonuniform design
Session 5: AI for real-world visual understanding: enhancement, recognition, and scientific discovery
Date: September 17 (9:30-12:10) Venue: Information Science Building U302
Yasutomo Kawanishi
Affiliation:
College of Information Science and Engineering, Ritsumeikan University, JP
Title:
From multimodal observations to real-world understanding and scientific discovery
Ching-Ting Tu
Affiliation:
Graduate Institute of Data Science and Information Computing, National Chung Hsing University, TW
Title:
Identity-preserving face super-resolution
Session 6 : Stochastic analysis and differential equations
Date: September 17 (09:30-12:10) Venue: Information Science Building U512
Panki Kim
Affiliation:
Department of Mathematical Sciences, Seoul National University,
KR
Title:
Fractional time derivative and generalization
Shih-Hsin Chen
Affiliation:
Department of Applied Mathematics,
National Chung Hsing University, TW
Title:
On synchronization analysis of Kuramoto oscillators incorporating amplitude dynamics
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