| 2024 | Interspeech | Contemplative Mechanism for Speech Recognition: Speech Encoders can Think. | Tien-Ju Yang, Andrew Rosenberg, Bhuvana Ramabhadran |
| 2023 | ICASSP | Online Model Compression for Federated Learning with Large Models. | Tien-Ju Yang, Yonghui Xiao, Giovanni Motta, Franoise Beaufays, Rajiv Mathews, Mingqing Chen |
| 2022 | ICASSP | Enabling On-Device Training of Speech Recognition Models With Federated Dropout. | Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Franoise Beaufays, Giovanni Motta |
| 2022 | ICASSP | Partial Variable Training for Efficient on-Device Federated Learning. | Tien-Ju Yang, Dhruv Guliani, Franoise Beaufays, Giovanni Motta |
| 2022 | Interspeech | Federated Pruning: Improving Neural Network Efficiency with Federated Learning. | Rongmei Lin, Yonghui Xiao, Tien-Ju Yang, Ding Zhao, Li Xiong, Giovanni Motta, Franoise Beaufays |
| 2021 | CVPR | NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization. | Tien-Ju Yang, Yi-Lun Liao, Vivienne Sze |
| 2019 | ICCV | SegSort: Segmentation by Discriminative Sorting of Segments. | Jyh-Jing Hwang, Stella X. Yu, Jianbo Shi, Maxwell D. Collins, Tien-Ju Yang, Xiao Zhang, Liang-Chieh Chen |
| 2019 | ICRA | FastDepth: Fast Monocular Depth Estimation on Embedded Systems. | Diana Wofk, Fangchang Ma, Tien-Ju Yang, Sertac Karaman, Vivienne Sze |
| 2018 | CVPR | MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks. | Ariel Gordon, Elad Eban, Ofir Nachum, Bo Chen, Hao Wu, Tien-Ju Yang, Edward Choi |
| 2018 | ECCV | NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications. | Tien-Ju Yang, Andrew G. Howard, Bo Chen, Xiao Zhang, Alec Go, Mark Sandler, Vivienne Sze, Hartwig Adam |
| 2017 | ACSSC | A method to estimate the energy consumption of deep neural networks. | Tien-Ju Yang, Yu-Hsin Chen, Joel S. Emer, Vivienne Sze |
| 2017 | CVPR | Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning. | Tien-Ju Yang, Yu-Hsin Chen, Vivienne Sze |
| 2012 | ISCAS | A high speed feature matching architecture for real-time video stabilization. | Keng-Yen Huang, Yi-Min Tsai, Tien-Ju Yang, Liang-Gee Chen |
| 2012 | ISIT | WarmL1: A warm-start homotopy-based reconstruction algorithm for sparse signals. | Tien-Ju Yang, Yi-Min Tsai, Chung-Te Li, Liang-Gee Chen |