Peiyan Dong

发表论文 44 篇 · 总被引 963 次 · h-index 15

代表论文

• Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge (2023 · AAAI Conference on Artificial Intelligence · 被引 65)
• PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile (2023 · Neural Information Processing Systems · 被引 37)
• EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture (2024 · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 被引 30)
• SpeedDETR: Speed-aware Transformers for End-to-end Object Detection (2023 · International Conference on Machine Learning · 被引 22)
• Squat: Quant Small Language Models on the Edge (2024 · 2025 IEEE/ACM International Conference On Computer Aided Design (ICCAD) · 被引 21)
• SDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs (2024 · International Conference on Field-Programmable Logic and Applications · 被引 21)