Publications

Conference Papers

• Xiaoxuan Yang, Peilin Chen, Tergel Molom-Ochir, and Yiran Chen, “End-to-End Transformer Acceleration Through Processing-in-Memory Architectures,” IEEE International Conference on Microelectronics (ICM), Cairo, EGYPT, 2025.
• Peilin Chen and Xiaoxuan Yang, “Titanus: Enabling KV Cache Pruning and Quantization On-the-Fly for LLM Acceleration,” ACM Great Lakes Symposium on VLSI (GLSVLSI), New Orleans, USA, 2025. (Best Paper Award)
• Peilin Chen and Xiaoxuan Yang, “Optimizing and Exploring System Performance in Compact Processing-in-Memory-Based Chips,” IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Bordeaux, FRANCE, 2025. [Code]

Journal Papers

• Jiacheng Cao, Wei Xiong, Jie Lu, Peilin Chen, Jian Wang, Jinmei Lai, and Miaoqing Huang, “An optimized EEGNet processor for low-power and real-time EEG classification in wearable brain-computer interfaces,” Microelectronics Journal, 2024.