Remaining Useful Life Prediction of Airplane Engine Based on PCA-BLSTM. - Shixin Ji; Xuehao Han; Yichun Hou; Yong Song; Qingfu Du (Sensors, 2020)

Challenges and Opportunities to Enable Large-Scale Computing via Heterogeneous Chiplets. - Zhuoping Yang; Shixin Ji; Xingzhen Chen; Jinming Zhuang; Weifeng Zhang; Dharmesh Jani; Peipei Zhou 001 (ASPDAC, 2024)

Reducing Smart Phone Environmental Footprints with In-Memory Processing. - Zhuoping Yang; Wei Zhang 062; Shixin Ji; Peipei Zhou 001; Alex K. Jones (CODES+ISSS, 2024)

SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. - Jinming Zhuang; Zhuoping Yang; Shixin Ji; Heng Huang; Alex K. Jones; Jingtong Hu; Yiyu Shi 001; Peipei Zhou 001 (FPGA, 2024)

Amortizing Embodied Carbon Across Generations. - Shixin Ji; Jinming Zhuang; Zhuoping Yang; Alex K. Jones; Peipei Zhou 001 (IGSC, 2024)

SCARIF: Towards Carbon Modeling of Cloud Servers with Accelerators. - Shixin Ji; Zhuoping Yang; Xingzhen Chen; Stephen Cahoon; Jingtong Hu; Yiyu Shi 001; Alex K. Jones; Peipei Zhou 001 (ISVLSI, 2024)

Towards Carbon Modeling of Cloud Servers with Accelerators. - Shixin Ji; Zhuoping Yang; Stephen Cahoon; Alex K. Jones; Peipei Zhou 001 (CoRR, 2024)

Towards Data-center Level Carbon Modeling and Optimization for Deep Learning Inference. - Shixin Ji; Zhuoping Yang; Xingzhen Chen; Jingtong Hu; Yiyu Shi 001; Alex K. Jones; Peipei Zhou 001 (CoRR, 2024)

CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture. - Jinming Zhuang; Jason Lau; Hanchen Ye; Zhuoping Yang; Shixin Ji; Jack Lo; Kristof Denolf; Stephen Neuendorffer; Alex K. Jones; Jingtong Hu; Yiyu Shi 001; Deming Chen; et al. (ACM Trans. Reconfigurable Technol. Syst., 2024)

EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture. - Peiyan Dong; Jinming Zhuang; Zhuoping Yang; Shixin Ji; Yanyu Li; Dongkuan Xu; Heng Huang; Jingtong Hu; Alex K. Jones; Yiyu Shi 001; Yanzhi Wang; Peipei Zhou 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

Towards Accelerator Customization in Real-time Safety-critical Systems. - Shixin Ji; Xingzhen Chen; Wei Zhang 062; Zhuoping Yang; Jinming Zhuang; Sarah Schultz; Yukai Song; Jingtong Hu; Alex K. Jones; Zheng Dong 002; Peipei Zhou 001 (FPGA, 2025)

ART: Customizing Accelerators for DNN-Enabled Real-Time Safety-Critical Systems. - Shixin Ji; Xingzhen Chen; Jinming Zhuang; Wei Zhang 062; Zhuoping Yang; Sarah Schultz; Yukai Song; Jingtong Hu; Alex K. Jones; Zheng Dong 002; Peipei Zhou 001 (ACM Great Lakes Symposium on VLSI, 2025)