Publications

Works done during my Ph.D.

Yi-Chien Lin, Viktor Prasanna, “HyScale-GNN: A Scalable Hybrid GNN Training System on Single-Node Heterogeneous Architecture,” IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2023

Yi-Chien Lin, Bingyi Zhang, Viktor Prasanna, “Accelerating GNN Training on CPU+Multi-FPGA Heterogeneous Platform,” The Latin America High Performance Computing (CARLA), 2022

Yi-Chien Lin, Bingyi Zhang, Viktor Prasanna, “HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform,” International Symposium on Field-Programmable Gate Arrays (FPGA), 2022

Yi-Chien Lin, Bingyi Zhang, Viktor Prasanna, “GCN Inference Acceleration using High-Level Synthesis,” IEEE High Performance Extreme Computing Conference (HPEC), 2021

Works done during my undergrad

Yi-Chien Lin, Chih-Hung Lin, Ling-Yu Wu, Chih-Shiuan Lee, “Face Orientation-Based Cursor Positioning on Display Screens,” WIPO Patent No. WO/2021/145855, 2021

Jing-Ping Wu, Yi-Chien Lin, Ying-Wei Wu, Shih-Wei Hsieh, Ching-Hsuan Tai, and Yi-Chang Lu., “A Memory-Efficient Accelerator for DNA Sequence Alignment with Two-Piece Affine Gap Tracebacks,” IEEE International Symposium on Circuits and Systems (ISCAS), 2021