| 2025 | FlAIRS | Hands-On Introduction to Quantum Machine Learning. | Muhammad Ismail, Huan-Hsin Tseng, Samuel Yen-Chi Chen |
| 2025 | ICASSP | Reinforcement Learning for Charged Particle Beam Control to Minimize Injection Mismatch in Particle Accelerators. | Thilina Balasooriya, Shinjae Yoo, Vincent Schoefer, Huan-Hsin Tseng, Yuan Gao, Weijian Lin, Chanaka De Silva |
| 2025 | ICASSP | Learning to Measure Quantum Neural Networks. | Samuel Yen-Chi Chen, Huan-Hsin Tseng, Hsin-Yi Lin, Shinjae Yoo |
| 2025 | ICASSP | Transfer Learning Analysis of Variational Quantum Circuits. | Huan-Hsin Tseng, Hsin-Yi Lin, Samuel Yen-Chi Chen, Shinjae Yoo |
| 2025 | QCE | Neural Architecture Search for Quantum Autoencoders. | Hibah Agha, Samuel Yen-Chi Chen, Huan-Hsin Tseng, Shinjae Yoo |
| 2025 | QCE | Learning to Program Quantum Measurements for Machine Learning. | Samuel Yen-Chi Chen, Huan-Hsin Tseng, Hsin-Yi Lin, Shinjae Yoo |
| 2025 | QCE | Quantum Reinforcement Learning by Adaptive Non-Local Observables. | Hsin-Yi Lin, Samuel Yen-Chi Chen, Huan-Hsin Tseng, Shinjae Yoo |
| 2025 | QCE | Adaptive Non-Local Observable on Quantum Neural Networks. | Hsin-Yi Lin, Huan-Hsin Tseng, Samuel Yen-Chi Chen, Shinjae Yoo |
| 2025 | QCE | A Sample-Efficient Quantum-Classical Reinforcement Learning Framework for Transmission Switching. | Ding Lin, Jianhui Wang, Huan-Hsin Tseng, Shinjae Yoo, Tianqiao Zhao, Meng Yue |
| 2025 | QCE | Resting-State fMRI Analysis Using Quantum Time-Series Transformer. | Junghoon Justin Park, Jungwoo Seo, Sangyoon Bae, Samuel Yen-Chi Chen, Huan-Hsin Tseng, Jiook Cha, Shinjae Yoo |
| 2025 | QCE | On Quantum Bsde Solver for High-Dimensional Parabolic Pdes. | Howard Su, Huan-Hsin Tseng |
| 2024 | ICASSP | Federated Quantum Machine Learning with Differential Privacy. | Rod Rofougaran, Shinjae Yoo, Huan-Hsin Tseng, Samuel Yen-Chi Chen |
| 2024 | ICASSP | Quantum Federated Learning with Quantum Networks. | Tyler Wang, Huan-Hsin Tseng, Shinjae Yoo |
| 2024 | ICASSP | Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy Preserving Quantum Machine Learning. | William M. Watkins, Heehwan Wang, Sangyoon Bae, Huan-Hsin Tseng, Jiook Cha, Samuel Yen-Chi Chen, Shinjae Yoo |
| 2024 | ICMLA | Utilizing a Hybrid Matrix Product State and Variational Quantum Circuit Architecture for the Detection of Kidney Diseases. | Vidur Reddy Jannapureddy, Shinjae Yoo, Huan-Hsin Tseng |
| 2024 | QCE | Over the Quantum Rainbow: Explaining Hybrid Quantum Reinforcement Learning. | Junghoon Park, Jiook Cha, Samuel Yen-Chi Chen, Shinjae Yoo, Huan-Hsin Tseng |
| 2023 | ICASSP | On the Robustness of Non-Intrusive Speech Quality Model by Adversarial Examples. | Hsin-Yi Lin, Huan-Hsin Tseng, Yu Tsao |
| 2023 | ICLR | Interpretations of Domain Adaptations via Layer Variational Analysis. | Huan-Hsin Tseng, Hsin-Yi Lin, Kuo-Hsuan Hung, Yu Tsao |
| 2022 | Interspeech | Boosting Self-Supervised Embeddings for Speech Enhancement. | Kuo-Hsuan Hung, Szu-Wei Fu, Huan-Hsin Tseng, Hsin-Tien Chiang, Yu Tsao, Chii-Wann Lin |
| 2017 | ICASSP | Power-law stochastic neighbor embedding. | Huan-Hsin Tseng, Issam El-Naqa, Jen-Tzung Chien |