| 2025 | NAACL | An Efficient Rehearsal Scheme for Catastrophic Forgetting Mitigation during Multi-stage Fine-tuning. | Andrew Bai, Chih-Kuan Yeh, Cho-Jui Hsieh, Ankur Taly |
| 2023 | ACL | Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes. | Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii, Alex Ratner, Ranjay Krishna, Chen-Yu Lee, Tomas Pfister |
| 2023 | ICLR | Concept Gradient: Concept-based Interpretation Without Linear Assumption. | Andrew Bai, Chih-Kuan Yeh, Neil Y. C. Lin, Pradeep Kumar Ravikumar, Cho-Jui Hsieh |
| 2022 | AISTATS | Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations. | Chih-Kuan Yeh, Kuan-Yun Lee, Frederick Liu, Pradeep Ravikumar |
| 2021 | ICLR | Evaluations and Methods for Explanation through Robustness Analysis. | Cheng-Yu Hsieh, Chih-Kuan Yeh, Xuanqing Liu, Pradeep Kumar Ravikumar, Seungyeon Kim, Sanjiv Kumar, Cho-Jui Hsieh |
| 2020 | ICLR | Minimizing FLOPs to Learn Efficient Sparse Representations. | Biswajit Paria, Chih-Kuan Yeh, Ian En-Hsu Yen, Ning Xu, Pradeep Ravikumar, Barnabs Pczos |
| 2019 | ICLR | Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching. | Chih-Kuan Yeh, Jianshu Chen, Chengzhu Yu, Dong Yu |
| 2018 | AAAI | Order-Free RNN With Visual Attention for Multi-Label Classification. | Shang-Fu Chen, Yi-Chen Chen, Chih-Kuan Yeh, Yu-Chiang Frank Wang |
| 2018 | CVPR | Multi-Label Zero-Shot Learning With Structured Knowledge Graphs. | Chung-Wei Lee, Wei Fang, Chih-Kuan Yeh, Yu-Chiang Frank Wang |
| 2018 | ECCV | Deep Generative Models for Weakly-Supervised Multi-Label Classification. | Hong-Min Chu, Chih-Kuan Yeh, Yu-Chiang Frank Wang |
| 2017 | AAAI | Learning Deep Latent Space for Multi-Label Classification. | Chih-Kuan Yeh, Wei-Chieh Wu, Wei-Jen Ko, Yu-Chiang Frank Wang |
| 2016 | ECAI | Automatic Bridge Bidding Using Deep Reinforcement Learning. | Chih-Kuan Yeh, Hsuan-Tien Lin |
| 2016 | ISAAC | An Improved Tax Scheme for Selfish Routing. | Te-Li Wang, Chih-Kuan Yeh, Ho-Lin Chen |
| 2016 | MMSP | Learning graph fusion for query and database specific image retrieval. | Chih-Kuan Yeh, Wei-Chieh Wu, Yu-Chiang Frank Wang |