| 2025 | ICCAD | 3D Acceleration for Mixture-of-Experts and Multi-Head Attention Spiking Transformers with Dynamic Head Pruning. | Boxun Xu, Junyoung Hwang, Pruek Vanna-Iampikul, Yuxuan Yin, Sung Kyu Lim, Peng Li |
| 2025 | ISCA | Bishop: Sparsified Bundling Spiking Transformers on Heterogeneous Cores with Error-constrained Pruning. | Boxun Xu, Yuxuan Yin, Vikram Iyer, Peng Li |
| 2025 | ITC | Transfer Learning for Minimum Operating Voltage Prediction in Advanced Technology Nodes: Leveraging Legacy Data and Silicon Odometer Sensing. | Yuxuan Yin, Rebecca Chen, Boxun Xu, Chen He, Peng Li |
| 2025 | VTS | Data-Efficient Prediction of Minimum Operating Voltage via Inter- and Intra-Wafer Variation Alignment. | Yuxuan Yin, Rebecca Chen, Chen He, Peng Li |
| 2025 | VTS | Reliable Board-Level Degradation Prediction with Monotonic Segmented Regression under Noisy Measurement. | Yuxuan Yin, Rebecca Chen, Varun Thukral, Chen He, Peng Li |
| 2024 | AAAI | Semi-supervised Learning of Dynamical Systems with Neural Ordinary Differential Equations: A Teacher-Student Model Approach. | Yu Wang, Yuxuan Yin, Karthik Somayaji N. S., Jn Drgona, Malachi Schram, Mahantesh Halappanavar, Frank Liu, Peng Li |
| 2024 | DAC | Data-Efficient Conformalized Interval Prediction of Minimum Operating Voltage Capturing Process Variations. | Yuxuan Yin, Rebecca Chen, Chen He, Peng Li |
| 2024 | DATE | Reliable Interval Prediction of Minimum Operating Voltage Based on On-Chip Monitors via Conformalized Quantile Regression. | Yuxuan Yin, Xiaoxiao Wang, Rebecca Chen, Chen He, Peng Li |
| 2024 | ICCAD | ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models. | Yuxuan Yin, Yu Wang, Boxun Xu, Peng Li |
| 2024 | ICML | High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling. | Yuxuan Yin, Yu Wang, Peng Li |
| 2023 | ITC | Domain-Specific Machine Learning Based Minimum Operating Voltage Prediction Using On-Chip Monitor Data. | Yuxuan Yin, Rebecca Chen, Chen He, Peng Li |