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Han Wei Shen
Full Professor, CSE, Ohio State University, Columbus
Joined
November 2021
Names
Han Wei Shen
(Preferred)
,
Han-Wei Shen
Emails
****@osu.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Full Professor
CSE,
Ohio State University, Columbus
(osu.edu)
2012
–
2040
Advisors, Relations & Conflicts
PhD Advisor
Chris Johnson
1992
–
1998
Expertise
Machine Learning
2010
–
Present
Visualization
1993
–
Present
Publications
High-Fidelity Scientific Simulation Surrogates via Adaptive Implicit Neural Representations
Ziwei Li
,
Yuhan Duan
,
Tianyu Xiong
,
Yi-Tang Chen
,
Wei-Lun Chao
,
Han Wei Shen
Submitted to ICLR 2026
Readers:
Everyone
Refine Now, Query Fast: A Decoupled Refinement Paradigm for Implicit Neural Fields
Tianyu Xiong
,
Skylar Wurster
,
Han Wei Shen
ICLR 2026 Poster
Readers:
Everyone
FedNE: Surrogate-Assisted Federated Neighbor Embedding for Dimensionality Reduction
Ziwei Li
,
Xiaoqi Wang
,
Hong-You Chen
,
Han Wei Shen
,
Wei-Lun Chao
NeurIPS 2024 poster
Readers:
Everyone
GNNBoundary: Towards Explaining Graph Neural Networks through the Lens of Decision Boundaries
Xiaoqi Wang
,
Han Wei Shen
ICLR 2024 poster
Readers:
Everyone
Understanding Federated Learning through Loss Landscape Visualizations: A Pilot Study
Ziwei Li
,
Hong-You Chen
,
Han Wei Shen
,
Wei-Lun Chao
Published: 21 Oct 2022, Last Modified: 05 May 2023
FL-NeurIPS 2022 Poster
Readers:
Everyone
GNNInterpreter: A Probabilistic Generative Model-Level Explanation for Graph Neural Networks
Xiaoqi Wang
,
Han Wei Shen
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 poster
Readers:
Everyone
On the Importance and Applicability of Pre-Training for Federated Learning
Hong-You Chen
,
Cheng-Hao Tu
,
Ziwei Li
,
Han Wei Shen
,
Wei-Lun Chao
Published: 01 Feb 2023, Last Modified: 02 Mar 2023
ICLR 2023 poster
Readers:
Everyone
Co-Authors
Cheng-Hao Tu
Hong-You Chen
Skylar Wurster
Tianyu Xiong
Wei-Lun Chao
Xiaoqi Wang
Yi-Tang Chen
Yuhan Duan
Ziwei Li