Multitask Generative Adversarial Imitation Learning for Multi-Domain Dialogue System. - Chuan-En Hsu; Mahdin Rohmatillah; Jen-Tzung Chien (ASRU, 2021)

Corrective Guidance and Learning for Dialogue Management. - Mahdin Rohmatillah; Jen-Tzung Chien (CIKM, 2021)

Causal Confusion Reduction for Robust Multi-Domain Dialogue Policy. - Mahdin Rohmatillah; Jen-Tzung Chien (Interspeech, 2021)

Augmentation Strategy Optimization for Language Understanding. - Chang-Ting Chu; Mahdin Rohmatillah; Ching-Hsien Lee; Jen-Tzung Chien (ICASSP, 2022)

AVAST: Attentive Variational State Tracker in a Reinforced Navigator. - Je-Wei Jang; Mahdin Rohmatillah; Jen-Tzung Chien (AACL/IJCNLP (1), 2022)

Meta Learning for Domain Agnostic Soft Prompt. - Ming-Yen Chen; Mahdin Rohmatillah; Ching-Hsien Lee; Jen-Tzung Chien (ICASSP, 2023)

Promoting Mental Self-Disclosure in a Spoken Dialogue System. - Mahdin Rohmatillah; Bobbi Aditya; Li-Jen Yang; Bryan Gautama Ngo; Willianto Sulaiman; Jen-Tzung Chien (INTERSPEECH, 2023)

Hierarchical Reinforcement Learning With Guidance for Multi-Domain Dialogue Policy. - Mahdin Rohmatillah; Jen-Tzung Chien (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Attention-Guided Adaptation for Code-Switching Speech Recognition. - Bobbi Aditya; Mahdin Rohmatillah; Liang-Hsuan Tai; Jen-Tzung Chien (ICASSP, 2024)

Revise the NLU: A Prompting Strategy for Robust Dialogue System. - Mahdin Rohmatillah; Jen-Tzung Chien (ICASSP, 2024)

Reliable dialogue system for facilitating student-counselor communication. - Mahdin Rohmatillah; Bryan Gautama Ngo; Willianto Sulaiman; Po-Chuan Chen; Jen-Tzung Chien (INTERSPEECH, 2024)

Convcounsel: A Conversational Dataset for Student Counseling. - Po-Chuan Chen; Mahdin Rohmatillah; You-Teng Lin; Jen-Tzung Chien (O-COCOSDA, 2024)

Learning Contrastive Emotional Nuances in Speech Synthesis. - Bryan Gautama Ngo; Mahdin Rohmatillah; Jen-Tzung Chien (O-COCOSDA, 2024)

Taming NLU Noise: Student-Teacher Learning for Robust Dialogue Policy. - Mahdin Rohmatillah; Jen-Tzung Chien (SLT, 2024)

Optimizing ratio-based task offloading in two-tier edge computing: Multi-agent weighted action TD3 approach. - Widhi Yahya; Yuan-Cheng Lai; Ying-Dar Lin; Mahdin Rohmatillah; Binayak Kar (J. Netw. Comput. Appl., 2025)