Alec Lu

24 papers A* 3A 4B 3Misc 2Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
FORCv2: A High-Throughput Streaming FPGA Accelerator for Optimized Row Columnar File Format Processing in Big Data Engines.
ACM Trans. Reconfigurable Technol. Syst.
Abdul Wadood, Alec Lu, Haikai Zhao, Zhenman Fang
2024 B conf
BitBlender: Scalable Bloom Filter Acceleration on FPGAs with Dynamic Scheduling.
FPL
Kenneth Liu, Alec Lu, Zhenman Fang
2024 B conf
FORC: A High-Throughput Streaming FPGA Accelerator for Optimized Row Columnar File Decoders in Big Data Engines.
FPL
Abdul Wadood, Alec Lu, Ken Zhang, Zhenman Fang
2024 A conf
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers.
ICS
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
2024 J jnl
Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers.
CoRR
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
2024 J jnl
SQL2FPGA: Automated Acceleration of SQL Query Processing on Modern CPU-FPGA Platforms.
ACM Trans. Reconfigurable Technol. Syst.
Alec Lu, Jahanvi Narendra Agrawal, Zhenman Fang
2023 J jnl
CHIP-KNNv2: A Configurable and High-Performance K-Nearest Neighbors Accelerator on HBM-based FPGAs.
ACM Trans. Reconfigurable Technol. Syst.
Kenneth Liu, Alec Lu, Kartik Samtani, Zhenman Fang, Licheng Guo
2023 A conf
ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training.
DATE
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
2023 A* conf
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers.
HPCA
Peiyan Dong, Mengshu Sun, Alec Lu, Yanyue Xie, Kenneth Liu, Zhenglun Kong, Xin Meng, Zhengang Li, Xue Lin, Zhenman Fang, Yanzhi Wang
2023 J jnl
SASA: A Scalable and Automatic Stencil Acceleration Framework for Optimized Hybrid Spatial and Temporal Parallelism on HBM-based FPGAs.
ACM Trans. Reconfigurable Technol. Syst.
Xingyu Tian, Zhifan Ye, Alec Lu, Licheng Guo, Yuze Chi, Zhenman Fang
2023 Misc conf
SQL2FPGA: Automatic Acceleration of SQL Query Processing on Modern CPU-FPGA Platforms.
FCCM
Alec Lu, Zhenman Fang
2022 B conf
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization.
FPL
Zhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
2022 J jnl
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization.
CoRR
Zhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
2022 J jnl
Demystifying the Soft and Hardened Memory Systems of Modern FPGAs for Software Programmers through Microbenchmarking.
ACM Trans. Reconfigurable Technol. Syst.
Alec Lu, Zhenman Fang, Lesley Shannon
2022 A conf
FILM-QNN: Efficient FPGA Acceleration of Deep Neural Networks with Intra-Layer, Mixed-Precision Quantization.
FPGA
Mengshu Sun, Zhengang Li, Alec Lu, Yanyu Li, Sung-En Chang, Xiaolong Ma, Xue Lin, Zhenman Fang
2022 A* conf
FPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking results.
DAC
Mengshu Sun, Zhengang Li, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang
2022 A* conf
Hardware-efficient stochastic rounding unit design for DNN training: late breaking results.
DAC
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
2022 J jnl
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers.
CoRR
Peiyan Dong, Mengshu Sun, Alec Lu, Yanyue Xie, Kenneth Liu, Zhenglun Kong, Xin Meng, Zhengang Li, Xue Lin, Zhenman Fang, Yanzhi Wang
2022 J jnl
Quick-Div: Rethinking Integer Divider Design for FPGA-based Soft-processors.
ACM Trans. Reconfigurable Technol. Syst.
Eric Matthews, Alec Lu, Zhenman Fang, Lesley Shannon
2022 J jnl
SASA: A Scalable and Automatic Stencil Acceleration Framework for Optimized Hybrid Spatial and Temporal Parallelism on HBM-based FPGAs.
CoRR
Xingyu Tian, Zhifan Ye, Alec Lu, Licheng Guo, Yuze Chi, Zhenman Fang
2022 — conf
You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding.
ECCV (12)
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
2021 A conf
Demystifying the Memory System of Modern Datacenter FPGAs for Software Programmers through Microbenchmarking.
FPGA
Alec Lu, Zhenman Fang, Weihua Liu, Lesley Shannon
2020 — conf
CHIP-KNN: A Configurable and High-Performance K-Nearest Neighbors Accelerator on Cloud FPGAs.
FPT
Alec Lu, Zhenman Fang, Nazanin Farahpour, Lesley Shannon
2019 Misc conf
Rethinking Integer Divider Design for FPGA-Based Soft-Processors.
FCCM
Eric Matthews, Alec Lu, Zhenman Fang, Lesley Shannon