Professor

Doan Khoa D.

Affiliation: VinUniversity, N/A, Thailand

doan.khoa d.@vinuni-scopus.fake

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Scopus ID: 57192692963

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

Introduction

Our research aims to develop Machine Learning Algorithms that Make Sense in constrained and large-scale settings with applications in Advertising, Healthcare, Sustainability (Climate, Computing, Agricultural), Social Goods…

Affiliation: VinUniversity, N/A, Thailand

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
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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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