Professor

Đoàn Đăng Khoa

Affiliation: VinUni-Illinois Smart Health Center, N/A, United States

College of Engineering and Computer Science

[email protected]

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Scopus ID: 57192692963

https://orcid.org/0000-0002-1610-8206

Introduction

Khoa D. Doan is currently an Assistant Professor of Computer Science in the College of Engineering and Computer Science at VinUniversity, Hanoi, Vietnam. Prior to his current appointment, he worked as an AI Researcher at Baidu Research, USA. He received his PhD in Computer Science at Virginia Tech, and MS in Computer Science at the University of Maryland, College Park. In the past, he worked as a senior Software Engineer at various enterprise software companies, and as a senior Data Scientist/Researcher in high-performance and distributed computing projects at NASA and various advertising companies, such as Criteo AI Lab. Besides research, he also spends time engaging and advising AI technology with startups.

Affiliation: VinUni-Illinois Smart Health Center, N/A, United States

Research Output

Composite Concept Extraction Through Backdooring

Ghosh Banibrata, Harikumar Haripriya, Doan Khoa D., Venkatesh Svetha, Rana Santu
  • Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics
DOI: 10.1007/978-3-031-78110-0_18
  • Backdoor attack
  • Concept extraction
  • Contrastive learning
  • Deep learning
  • Fine-grained classification
  • Trigger

Flatness-Aware Sequential Learning Generates Resilient Backdoors

Pham Hoang, Ta The-Anh, Tran Anh, Doan Khoa D.
  • Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics
DOI: 10.1007/978-3-031-73021-4_6
  • Backdoor attack
  • Continual learning

Asymmetric Hashing for Fast Ranking via Neural Network Measures

Doan Khoa D., Tan Shulong, Zhao Weijie, Li Ping
  • SIGIR 2023 Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval
DOI: 10.1145/3539618.3591640
  • approximate nearest neighbor search
  • asymmetric hashing
  • fast neural ranking
  • recommendation

Defending Backdoor Attacks on Vision Transformer via Patch Processing

Doan Khoa D., Lao Yingjie, Yang Peng, Li Ping
  • Proceedings of the 37th Aaai Conference on Artificial Intelligence Aaai 2023
DOI: 10.1609/aaai.v37i1.25125

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Keyphrases

  • Backdoor attack
  • Concept extraction
  • Contrastive learning
  • Deep learning
  • Fine-grained classification
  • Trigger
  • Continual learning
  • approximate nearest neighbor search
  • asymmetric hashing
  • fast neural ranking
  • recommendation

Computer Science

  • Theoretical Computer Science

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