Sangwoo Hong

About Me

I have been an Assistant Professor in the Department of Computer Engineering at Konkuk University since 2025.

I received my bachelor’s degree in 2020 and my Ph.D. in 2024, both from the Department of Electrical and Computer Engineering at Seoul National University.

Research Interests

My Research interest lies in constructing Trustworthy AI, focusing on key aspects such as

• Privacy
  • Data Privacy, Privacy-preserving Generative Models
• Security
  • Verifiable Computing, Finding and Mitigating Adversarial Attacks
• Fairness
  • Max-Min Fairness, Counterfactual Fairness
• Reliability
  • Distributed Computing, Network Pruning
• Explainability
  • Explainable AI

News

• [Feb. 2025] Our paper about Explainable AI has been accepted to AAAI 2025.
• [Dec. 2024] Our paper about Fair AI has been accepted to NeurIPS 2024.
• [Dec. 2024] Our paper about 3D Surface Reconstruction has been accepted to ACCV 2024.
• [Mar. 2024] Our paper about Defending Adversarial Attack has been accepted to TIFS 2024.

Publications

Services

Conference Reviewers

• IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
• IEEE/CVF International Conference on Computer Vision (ICCV)
• European Conference on Computer Vision (ECCV)
• IEEE International Symposium on Information Theory (ISIT)

Journal Reviewers

• IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
• IEEE Transactions on Information Forensics and Security (TIFS)
• IEEE Transactions on Communications (TCOM)

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