Khoa D. Doan

1. LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models
   2025/04/14 by Parshin Shojaee, Shojaee, Parshin, Ngoc Thanh Nguyên +9 · 27 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class
   2022/10/17 by Khoa D. Doan, Yingjie Lao, Doan, Khoa D. +3 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
3. Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions
   2023/03/03 by Thuy Nguyen, Nguyen, Thuy Dung, Tuan Nguyen +9 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Privacy-Preserving Technologies in Data
4. Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks
   2024/07/15 by Quang H. Nguyen, Nguyen, Quang H., Nguyen Ngoc-Hieu +11 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · Pharmacology, Toxicology and Pharmaceutics · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmaceutical studies and practices #Pharmacological Receptor Mechanisms and Effects #Pharmacovigilance and Adverse Drug Reactions
5. A Cosine Similarity-based Method for Out-of-Distribution Detection
   2023/06/23 by Nguyen Ngoc-Hieu, Ngoc-Hieu, Nguyen, Nguyen Hung-Quang +9 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
6. The Reasoning Boundary Paradox: How Reinforcement Learning Constrains Language Models
   2025/10/02 by Phuc Minh Nguyen, Chinh La, Chinh D. La +10 · 1 voice · 4 citations
   Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
7. Image Generation Via Minimizing Fréchet Distance in Discriminator Feature Space
   2020/03/26 by Khoa D. Doan, Saurav Manchanda, Doan, Khoa D. +9 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
8. Flatness-aware Sequential Learning Generates Resilient Backdoors
   2024/07/20 by Hoang Pham, The-Anh Ta, Pham, Hoang +5 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
9. Unveiling Concept Attribution in Diffusion Models
   2024/12/03 by Quang H. Nguyen, Hoang Trong Phan, Nguyen, Quang H. +3 · 3 citations
   Chemistry · Computer Science · #Analytical Chemistry and Chromatography #Advanced Text Analysis Techniques
10. One Loss for Quantization: Deep Hashing with Discrete Wasserstein Distributional Matching
    2022/05/31 by Khoa D. Doan, Peng Yang, Doan, Khoa D. +3 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
11. Fooling the Textual Fooler via Randomizing Latent Representations
    2023/10/02 by Duy C. Hoang, Quang H. Nguyen, Hoang, Duy C. +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
12. Everyone Can Attack: Repurpose Lossy Compression as a Natural Backdoor Attack
    2023/08/31 by Sze Jue Yang, Quang Nguyen, Yang, Sze Jue +6 · 1 voice
    Computer Science · Pharmacology, Toxicology and Pharmaceutics · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Forensic Toxicology and Drug Analysis #cs.AI #cs.CR #cs.CV #cs.LG
13. Non-Cooperative Backdoor Attacks in Federated Learning: A New Threat Landscape
    2024/07/05 by Tuan Nguyen, Nguyen, Tuan, Dung Thuy Nguyen +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection