Shixin Ji

According to our database, Shixin Ji authored at least 19 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

FILCO: Flexible Composing Architecture with Real-Time Reconfigurability for DNN Acceleration.

Xingzhen Chen, Jinming Zhuang, Zhuoping Yang, Shixin Ji, Sarah Schultz, Zheng Dong, Weisong Shi, Peipei Zhou

CoRR, April, 2026

PHAROS: Pipelined Heterogeneous Accelerators for Real-time Safety-critical Systems With Deadline Compliance.

Shixin Ji, Jinming Zhuang, Sarah Schultz, Zhuoping Yang, Xingzhen Chen, Zheng Dong, Alex K. Jones, Yihui Ren, Peipei Zhou

CoRR, April, 2026

Advancing Environmental Sustainability in Data Centers via Carbon Depreciation Models.

Shixin Ji, Zhuoping Yang, Xingzhen Chen, Alex K. Jones, Peipei Zhou

Proceedings of the 16th ACM International Green and Sustainable Computing Conference, 2026

To Overlay or to Customize? Revisiting Architectural Choices in Heterogeneous Systems.

Xingzhen Chen, Shixin Ji, Zheng Dong, Peipei Zhou

Proceedings of the 16th ACM International Green and Sustainable Computing Conference, 2026

μ-ORCA: Optimizing Acceleration for Microsecond-Scale Deep Neural Network Inference on ACAP.

Shixin Ji, Jinming Zhuang, Zhuoping Yang, Xingzhen Chen, Wei Zhang, Peipei Zhou

Proceedings of the Great Lakes Symposium on VLSI 2026, 2026

DORA: Dataflow-Instruction Orchestration Architecture for DNN Acceleration.

Xingzhen Chen, Zhuoping Yang, Jinming Zhuang, Shixin Ji, Sarah Schultz, Zheng Dong, Weisong Shi, Peipei Zhou

Proceedings of the Great Lakes Symposium on VLSI 2026, 2026

2025

DERCA: DetERministic Cycle-Level Accelerator on Reconfigurable Platforms in DNN-Enabled Real-Time Safety-Critical Systems.

Shixin Ji, Zhuoping Yang, Xingzhen Chen, Wei Zhang, Jinming Zhuang, Alex K. Jones, Zheng Dong, Peipei Zhou

Proceedings of the IEEE Real-Time Systems Symposium, 2025

ART: Customizing Accelerators for DNN-Enabled Real-Time Safety-Critical Systems.

Shixin Ji, Xingzhen Chen, Jinming Zhuang, Wei Zhang, Zhuoping Yang, Sarah Schultz, Yukai Song, Jingtong Hu, Alex K. Jones, Zheng Dong, Peipei Zhou

Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025

Towards Accelerator Customization in Real-time Safety-critical Systems.

Shixin Ji, Xingzhen Chen, Wei Zhang, Zhuoping Yang, Jinming Zhuang, Sarah Schultz, Yukai Song, Jingtong Hu, Alex K. Jones, Zheng Dong, Peipei Zhou

Proceedings of the 2025 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2025

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, Yanzhi Wang, Peipei Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 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, Deming Chen, Jason Cong, Peipei Zhou

ACM Trans. Reconfigurable Technol. Syst., September, 2024

Towards Data-center Level Carbon Modeling and Optimization for Deep Learning Inference.

Shixin Ji, Zhuoping Yang, Xingzhen Chen, Jingtong Hu, Yiyu Shi, Alex K. Jones, Peipei Zhou

CoRR, 2024

Towards Carbon Modeling of Cloud Servers with Accelerators.

Shixin Ji, Zhuoping Yang, Stephen Cahoon, Alex K. Jones, Peipei Zhou

CoRR, 2024

SCARIF: Towards Carbon Modeling of Cloud Servers with Accelerators.

Shixin Ji, Zhuoping Yang, Xingzhen Chen, Stephen Cahoon, Jingtong Hu, Yiyu Shi, Alex K. Jones, Peipei Zhou

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

Amortizing Embodied Carbon Across Generations.

Shixin Ji, Jinming Zhuang, Zhuoping Yang, Alex K. Jones, Peipei Zhou

Proceedings of the 15th IEEE International Green and Sustainable Computing Conference, 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, Peipei Zhou

Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2024

Reducing Smart Phone Environmental Footprints with In-Memory Processing.

Zhuoping Yang, Wei Zhang, Shixin Ji, Peipei Zhou, Alex K. Jones

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2024

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

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2020

Remaining Useful Life Prediction of Airplane Engine Based on PCA-BLSTM.

Shixin Ji, Xuehao Han, Yichun Hou, Yong Song, Qingfu Du

Sensors, 2020