| 2025 | AVSS | Exploring the Performance Recovery of Remedial Learning Within the Federated Learning Framework. | Wen-Hung Liao, Che-Wei Huang |
| 2022 | ICASSP | Incremental User Embedding Modeling for Personalized Text Classification. | Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo |
| 2021 | Interspeech | wav2vec-C: A Self-Supervised Model for Speech Representation Learning. | Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas |
| 2020 | Interspeech | Efficient Minimum Word Error Rate Training of RNN-Transducer for End-to-End Speech Recognition. | Jinxi Guo, Gautam Tiwari, Jasha Droppo, Maarten Van Segbroeck, Che-Wei Huang, Andreas Stolcke, Roland Maas |
| 2019 | ICASSP | On Role and Location of Normalization before Model-based Data Augmentation in Residual Blocks for Classification Tasks. | Che-Wei Huang, Shrikanth S. Narayanan |
| 2019 | Interspeech | A Study for Improving Device-Directed Speech Detection Toward Frictionless Human-Machine Interaction. | Che-Wei Huang, Roland Maas, Sri Harish Mallidi, Bjrn Hoffmeister |
| 2018 | ICASSP | Shaking Acoustic Spectral Sub-Bands can Letxer Regularize Learning in Affective Computing. | Che-Wei Huang, Shrikanth S. Narayanan |
| 2018 | Interspeech | Stochastic Shake-Shake Regularization for Affective Learning from Speech. | Che-Wei Huang, Shrikanth S. Narayanan |
| 2016 | ICPADS | PFrauDetector: A Parallelized Graph Mining Approach for Efficient Fraudulent Phone Call Detection. | Josh Jia-Ching Ying, Ji Zhang, Che-Wei Huang, Kuan-Ta Chen, Vincent S. Tseng |
| 2016 | Interspeech | Attention Assisted Discovery of Sub-Utterance Structure in Speech Emotion Recognition. | Che-Wei Huang, Shrikanth S. Narayanan |
| 2016 | MMSP | Comparison of feature-level and kernel-level data fusion methods in multi-sensory fall detection. | Che-Wei Huang, Shrikanth S. Narayanan |
| 2016 | MMSP | Comparison of feature-level and kernel-level data fusion methods in multi-sensory fall detection. | Che-Wei Huang, Shrikanth S. Narayanan |
| 2016 | MMSP | Novel affective features for multiscale prediction of emotion in music. | Naveen Kumar, Tanaya Guha, Che-Wei Huang, Colin Vaz, Shrikanth S. Narayanan |
| 2015 | ICMI | Gender Representation in Cinematic Content: A Multimodal Approach. | Tanaya Guha, Che-Wei Huang, Naveen Kumar, Yan Zhu, Shrikanth S. Narayanan |
| 2015 | KDD | FrauDetector: A Graph-Mining-based Framework for Fraudulent Phone Call Detection. | Vincent S. Tseng, Jia-Ching Ying, Che-Wei Huang, Yimin Kao, Kuan-Ta Chen |
| 2014 | Interspeech | Unsupervised speaker diarization using riemannian manifold clustering. | Che-Wei Huang, Bo Xiao, Panayiotis G. Georgiou, Shrikanth S. Narayanan |
| 2012 | ISCAS | Low-cost and ultra-sensitive poly-Si nanowire biosensor for Hepatitis B Virus (HBV) DNA detection. | Che-Wei Huang, Hsiao-Ting Hsueh, Yu-Jie Huang, Jen-Kuang Lee, Min-Cheng Chen, Shey-Shi Lu, Chih-Ting Lin |