| 2026 | EACL | Surprisal from Larger Transformer-based Language Models Predicts fMRI Data More Poorly. | Yi-Chien Lin, William Schuler |
| 2025 | FCCM | SMART: High-Performance SAR ATR Through Model-Architecture Co-Design on FPGA. | Sachini Wickramasinghe, Yi-Chien Lin, Cauligi S. Raghavendra, Viktor K. Prasanna |
| 2025 | SBAC-PAD | Accelerating GNN Inference via Automated Parallel Execution on Edge Heterogeneous Platforms. | Yi-Chien Lin, Haoyang Fan, Sameh Gobriel, Nilesh Jain, Viktor K. Prasanna |
| 2024 | SC | xBS-GNN: Accelerating Billion-Scale GNNTraining on FPGA. | Yi-Chien Lin, Zhijie Xu, Viktor K. Prasanna |
| 2023 | FCCM | A Framework for Graph Machine Learning on Heterogeneous Architecture. | Yi-Chien Lin, Viktor K. Prasanna |
| 2022 | FPGA | HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform. | Yi-Chien Lin, Bingyi Zhang, Viktor K. Prasanna |
| 2021 | ISCAS | A Memory-Efficient Accelerator for DNA Sequence Alignment with Two-Piece Affine Gap Tracebacks. | Jing-Ping Wu, Yi-Chien Lin, Ying-Wei Wu, Shih-Wei Hsieh, Ching-Hsuan Tai, Yi-Chang Lu |
| 2011 | ICCE | Predicting SLA Students' Behavioral Intentions to Use Multimedia Web-Based English Learning Systems. | Yi-Chien Lin, RonTung Yeh, Yi-Cheng Chen, Wen-Tung Hung |
| 2007 | AINA | A Routing Method by Reactive Energy Decision in Wireless Sensor Networks. | Ying-Hong Wang, Chih-Peng Hsu, Yi-Chien Lin, Chien-Shan Kuo, Hsin-Yi Ho |
| 2007 | ICALT | An Automatic Quiz Generation System for English Text. | Li-Chun Sung, Yi-Chien Lin, Meng Chang Chen |
| 2006 | UIC | REDRP: Reactive Energy Decisive Routing Protocol for Wireless Sensor Networks. | Ying-Hong Wang, Yi-Chien Lin, Ping-Fang Fu, Chih-Hsiao Tsai |