| 2024 | ICASSP | Attention-Guided Adaptation for Code-Switching Speech Recognition. | Bobbi Aditya, Mahdin Rohmatillah, Liang-Hsuan Tai, Jen-Tzung Chien |
| 2024 | ICASSP | Revise the NLU: A Prompting Strategy for Robust Dialogue System. | Mahdin Rohmatillah, Jen-Tzung Chien |
| 2024 | Interspeech | Reliable dialogue system for facilitating student-counselor communication. | Mahdin Rohmatillah, Bryan Gautama Ngo, Willianto Sulaiman, Po-Chuan Chen, Jen-Tzung Chien |
| 2023 | ICASSP | Meta Learning for Domain Agnostic Soft Prompt. | Ming-Yen Chen, Mahdin Rohmatillah, Ching-Hsien Lee, Jen-Tzung Chien |
| 2023 | Interspeech | Promoting Mental Self-Disclosure in a Spoken Dialogue System. | Mahdin Rohmatillah, Bobbi Aditya, Li-Jen Yang, Bryan Gautama Ngo, Willianto Sulaiman, Jen-Tzung Chien |
| 2022 | ICASSP | Augmentation Strategy Optimization for Language Understanding. | Chang-Ting Chu, Mahdin Rohmatillah, Ching-Hsien Lee, Jen-Tzung Chien |
| 2022 | IJCNLP | AVAST: Attentive Variational State Tracker in a Reinforced Navigator. | Je-Wei Jang, Mahdin Rohmatillah, Jen-Tzung Chien |
| 2021 | ASRU | Multitask Generative Adversarial Imitation Learning for Multi-Domain Dialogue System. | Chuan-En Hsu, Mahdin Rohmatillah, Jen-Tzung Chien |
| 2021 | CIKM | Corrective Guidance and Learning for Dialogue Management. | Mahdin Rohmatillah, Jen-Tzung Chien |
| 2021 | Interspeech | Causal Confusion Reduction for Robust Multi-Domain Dialogue Policy. | Mahdin Rohmatillah, Jen-Tzung Chien |