| A transformer-based approach to video frame-level prediction in affective behaviour analysis in-the-wild DK Nguyen, NH Ho, S Pant, HJ Yang arXiv preprint arXiv:2303.09293, 2023 | 19 | 2023 |
| Understanding the robustness of multi-modal contrastive learning to distribution shift Y Xue, S Joshi, D Nguyen, B Mirzasoleiman arXiv preprint arXiv:2310.04971, 2023 | 9 | 2023 |
| Topological constraints of structural elements in regulation of catalytic activity in HDV-like self-cleaving ribozymes CHT Webb, D Nguyen, M Myszka, A Lupták Scientific Reports 6 (1), 28179, 2016 | 9 | 2016 |
| Affective behavior analysis using action unit relation graph and multi-task cross attention DK Nguyen, S Pant, NH Ho, GS Lee, SH Kim, HJ Yang European Conference on Computer Vision, 132-142, 2022 | 7 | 2022 |
| Multi-task cross attention network in facial behavior analysis DK Nguyen, S Pant, NH Ho, GS Lee, SH Kim, HJ Yang CoRR, 2022 | 7 | 2022 |
| Fine-tuning wav2vec for vocal-burst emotion recognition DK Nguyen, S Pant, NH Ho, GS Lee, SH Kim, HJ Yang arXiv preprint arXiv:2210.00263, 2022 | 4 | 2022 |
| Multiple facial reaction generation using gaussian mixture of models and multimodal bottleneck transformer DK Nguyen, P Paudel, SW Kim, JE Shin, SH Kim, HJ Yang 2024 IEEE 18th International Conference on Automatic Face and Gesture …, 2024 | 2 | 2024 |
| Multimodal transformer for automatic depression estimation system DK Nguyen, GS Lee, SH Kim, HJ Yang, SW Kim, M Jhon, JW Kim The 29th International Workshop on Frontiers of Computer Vision, 2023 | 2 | 2023 |
| Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization D Nguyen, P Haddad, E Gan, B Mirzasoleiman Advances in Neural Information Processing Systems 37, 68854-68896, 2025 | 1 | 2025 |
| Memory-efficient Training of LLMs with Larger Mini-batches D Nguyen, W Yang, R Anand, Y Yang, B Mirzasoleiman arXiv e-prints, arXiv: 2407.19580, 2024 | 1 | 2024 |
| Make the Most of Your Data: Changing the Training Data Distribution to Improve In-distribution Generalization Performance D Nguyen, P Haddad, E Gan, B Mirzasoleiman arXiv e-prints, arXiv: 2404.17768, 2024 | 1 | 2024 |
| Synthetic Text Generation for Training Large Language Models via Gradient Matching D Nguyen, Z Li, M Bateni, V Mirrokni, M Razaviyayn, B Mirzasoleiman arXiv preprint arXiv:2502.17607, 2025 | | 2025 |
| Mini-batch Coresets for Memory-efficient Training of Large Language Models D Nguyen, W Yang, R Anand, Y Yang, B Mirzasoleiman arXiv preprint arXiv:2407.19580, 2024 | | 2024 |
| Causal Abstraction Finds Universal Representation of Race in Large Language Models D Nguyen, C Tan | | |
| Memory-efficient Training of Large Language Models with Larger Mini-batches D Nguyen, W Yang, R Anand, Y Yang, B Mirzasoleiman The Thirteenth International Conference on Learning Representations, 0 | | |
