Publications (26)
2026
4 publications- Enhancing multimodal emotion recognition with dynamic fuzzy membership and attention fusion
Engineering Applications of Artificial Intelligence 165, 113396 · 2026
- FragBench: Cross-Session Attacks Hidden in Benign-Looking Fragments
arXiv preprint arXiv:2605.11029 · 2026
- From object difficulty to image scoring: A strategy for active learning in object detection
Knowledge-Based Systems, 115946 · 2026
- Latent Personality Alignment: Improving Harmlessness Without Mentioning Harms
arXiv preprint arXiv:2605.08496 · 2026
2025
7 publications- Representation engineering for large-language models: Survey and research challenges
arXiv preprint arXiv:2502.17601 · 2025
- Learning Disorder Detection Using Eye Tracking: Are Large Language Models Better Than Machine Learning?
ETRA '25: Proceedings of the 2025 Symposium on Eye Tracking Research and · 2025
- Emotion Recognition Using Text Embedding Models: Wearable and Wireless EEG Without Fixed EEG Channel Configurations
Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation · 2025
- Time-Series Grid Encoding of Eye-Tracking Data for Explainable AI in Dyslexia Detection
Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 1-3 · 2025
- Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection
Proceedings of the 63rd Annual Meeting of the Association for Computational · 2025
- How to Have a Fair UX? Evaluating Fairness in AI-Driven Dementia Telemedicine System
ACM International Conference on User Modeling, Adaptation and Personalization · 2025
- Leveraging Semantic Type Dependencies for Clinical Named Entity Recognition
PubMed · 2025
2024
7 publications- EEG-SM: Leveraging State-Space Model for Dementia Detection
International Joint Conferences on Artificial Intelligence (IJCAI) · 2024
- FairAD-XAI: Evaluation Framework for Explainable AI Methods in Alzheimer's Disease Detection with Fairness-in-the-loop
Companion of the 2024 on ACM International Joint Conference on Pervasive and · 2024
- CoLAL: Co-learning Active Learning for Text Classification
Proceedings of the AAAI Conference on Artificial Intelligence · 2024
- EEG-Based Contrastive Learning Models For Object Perception Using Multisensory Image-Audio Stimuli
Proceedings of the 1st International Workshop on Brain-Computer Interfaces · 2024
- Melart: A multimodal entity linking dataset for art
Transactions on Graph Data and Knowledge 2 (2), 8: 1-8: 22 · 2024
- Can Safety Fine-Tuning Be More Principled? Lessons Learned from Cybersecurity
NeurIPS · 2024
- Stochastic Featurization for Active Learning
Lecture notes in computer science · 2024
2023
1 publication- Active learning with feature matching for clinical named entity recognition
Natural Language Processing Journal · 2023
2022
1 publication- Gain more with less: Extracting information from business documents with small data
Expert Systems with Applications · 2022
2021
2 publications2020
4 publications- Transformers-based information extraction with limited data for domain-specific business documents
Engineering Applications of Artificial Intelligence · 2020
- Transfer Learning for Information Extraction with Limited Data
Communications in computer and information science · 2020
- Sentence Compression as Deletion with Contextual Embeddings
Lecture notes in computer science · 2020
- Understanding Transformers for Information Extraction with Limited Data.
Pacific Asia Conference on Language, Information, and Computation · 2020