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Yanyue Xie

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

17

Venues

10

Active years

2020–2025

Best venue rank

A*

Where they publish

Papers

17 indexed papers, newest first.

YearVenueTitleAuthors
2025ASPDACLUTMUL: Exceed Conventional FPGA Roofline Limit by LUT-based Efficient Multiplication for Neural Network Inference.Yanyue Xie, Zhengang Li, Dana Diaconu, Suranga Handagala, Miriam Leeser, Xue Lin
2025ICCADSquat: Quant Small Language Models on the Edge.Xuan Shen, Peiyan Dong, Zhenglun Kong, Yifan Gong, Changdi Yang, Zhaoyang Han, Yanyue Xie, Lei Lu, Cheng Lyu, Chao Wu, Yanzhi Wang, Pu Zhao
2024DATESuperFlow: A Fully-Customized RTL-to-GDS Design Automation Flow for Adiabatic Quantum- Flux - Parametron Superconducting Circuits.Yanyue Xie, Peiyan Dong, Geng Yuan, Zhengang Li, Masoud Zabihi, Chao Wu, Sung-En Chang, Xufeng Zhang, Xue Lin, Caiwen Ding, Nobuyuki Yoshikawa, Olivia Chen, Yanzhi Wang
2024FPLSDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs.Geng Yang, Yanyue Xie, Zhong Jia Xue, Sung-En Chang, Yanyu Li, Peiyan Dong, Jie Lei, Weiying Xie, Yanzhi Wang, Xue Lin, Zhenman Fang
2024ICSQuasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers.Zhengang Li, Alec Lu, Yanyue Xie, Zhenglun Kong, Mengshu Sun, Hao Tang, Zhong Jia Xue, Peiyan Dong, Caiwen Ding, Yanzhi Wang, Xue Lin, Zhenman Fang
2023AAAIPeeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training.Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang
2023DACInvited: Algorithm-Software-Hardware Co-Design for Deep Learning Acceleration.Zhengang Li, Yanyue Xie, Peiyan Dong, Olivia Chen, Yanzhi Wang
2023DATEESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training.Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun, Yanyu Li, Xiaolong Ma, Zhengang Li, Yanyue Xie, Minghai Qin, Xue Lin, Zhenman Fang, Yanzhi Wang
2023HPCAHeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers.Peiyan Dong, Mengshu Sun, Alec Lu, Yanyue Xie, Kenneth Liu, Zhenglun Kong, Xin Meng, Zhengang Li, Xue Lin, Zhenman Fang, Yanzhi Wang
2023MICROSupeRBNN: Randomized Binary Neural Network Using Adiabatic Superconductor Josephson Devices.Zhengang Li, Geng Yuan, Tomoharu Yamauchi, Masoud Zabihi, Yanyue Xie, Peiyan Dong, Xulong Tang, Nobuyuki Yoshikawa, Devesh Tiwari, Yanzhi Wang, Olivia Chen
2022DACHardware-efficient stochastic rounding unit design for DNN training: late breaking results.Sung-En Chang, Geng Yuan, Alec Lu, Mengshu Sun, Yanyu Li, Xiaolong Ma, Zhengang Li, Yanyue Xie, Minghai Qin, Xue Lin, Zhenman Fang, Yanzhi Wang
2022DACTAAS: a timing-aware analytical strategy for AQFP-capable placement automation.Peiyan Dong, Yanyue Xie, Hongjia Li, Mengshu Sun, Olivia Chen, Nobuyuki Yoshikawa, Yanzhi Wang
2022DACFPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking results.Mengshu Sun, Zhengang Li, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
2022ECCVYou Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding.Geng Yuan, Sung-En Chang, Qing Jin, Alec Lu, Yanyu Li, Yushu Wu, Zhenglun Kong, Yanyue Xie, Peiyan Dong, Minghai Qin, Xiaolong Ma, Xulong Tang, Zhenman Fang, Yanzhi Wang
2022FPLAuto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization.Zhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
2021DATETiming-Driven Placement for FPGAs with Heterogeneous Architectures and Clock Constraints.Zhifeng Lin, Yanyue Xie, Gang Qian, Jianli Chen, Sifei Wang, Jun Yu, Yao-Wen Chang
2020DACLate Breaking Results: An Analytical Timing-Driven Placer for Heterogeneous FPGAsZhifeng Lin, Yanyue Xie, Gang Qian, Sifei Wang, Jun Yu, Jianli Chen