Yunji Qin

According to our database, Yunji Qin authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

MoE-Sched: Enabling Efficient FPGA Deployment of Mixture-of-Experts Vision Transformers via Coordinated Scheduling.

Jiale Dong, Wenqi Lou, Hao Wu, Zhendong Zheng, Yunji Qin, Lei Gong, Chao Wang, Xuehai Zhou

IEEE Trans. Very Large Scale Integr. Syst., January, 2026

2025

UbiMoE: A Ubiquitous Mixture-of-Experts Vision Transformer Accelerator With Hybrid Computation Pattern on FPGA.

Jiale Dong, Wenqi Lou, Zhendong Zheng, Yunji Qin, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

Automated FPGA Accelerator Generation Framework for Transformers with Dataflow Optimization.

Wenqi Lou, Yunji Qin, Zihao Wang, Chao Wang, Lei Gong, Xuehai Zhou

Proceedings of the 54th International Conference on Parallel Processing, 2025

UniCoS: A Unified Neural and Accelerator Co-Search Framework for CNNs and ViTs.

Wei Fu, Wenqi Lou, Cheng Tang, Hongbing Wen, Yunji Qin, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

2024

FlexBCM: Hybrid Block-Circulant Neural Network and Accelerator Co-Search on FPGAs.

Wenqi Lou, Yunji Qin, Xuan Wang, Lei Gong, Chao Wang, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

MFNAS: Multi-fidelity Exploration in Neural Architecture Search with Stable Zero-Shot Proxy.

Wei Fu, Wenqi Lou, Yunji Qin, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

Enhancing Long Sequence Input Processing in FPGA-Based Transformer Accelerators through Attention Fusion.

Yunji Qin, Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

2022

Work-in-Progress: BloCirNN: An Efficient Software/hardware Codesign Approach for Neural Network Accelerators with Block-Circulant Matrix.

Yunji Qin, Lei Gong, Zhendong Zheng, Chao Wang

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2022