Lei Gong

According to our database, Lei Gong authored at least 105 papers between 2017 and 2026.

Collaborative distances:

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

2026

LORA: A Latency-Oriented Recurrent Architecture for Large Language Model on Multi-FPGA Platform With Communication Optimization.

Zhendong Zheng, Qianyu Cheng, Teng Wang, Wenqi Lou, Lei Gong, Xianglan Chen, Chao Wang, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2026

UniSparTa: A Unified Sparse Tensor Program Tuning Framework.

Zihan Wang, Lei Gong, Xiangjun Qu, Cheng Tang, Wenqi Lou, Teng Wang, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2026

Scheduling Cause-Effect Chains without Timing Anomalies in End-to-End Latency.

Yixuan Zhu, Bo Zhang, Yinkang Gao, Haoyuan Ren, Cheng Tang, Caixu Zhao, Lei Gong, Teng Wang, Wenqi Lou, Xi Li

CoRR, April, 2026

TETRIS: A Novel FPGA Virtualization Framework for Fine-grained Sharing via Hierarchical Reconfiguration.

Wenbin Teng, Wenqi Lou, Teng Wang, Lei Gong, Chao Wang, Xuehai Zhou

ACM Trans. Reconfigurable Technol. Syst., March, 2026

Hermes: A Unified High-Performance NTT Architecture with Hybrid Dataflow.

Hang Gu, Teng Wang, Qianyu Cheng, Jinao Li, Zhendong Zheng, Lei Gong, Wenqi Lou, Xi Li, Xuehai Zhou

CoRR, March, 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

UniCoX: A Unified Cost Model for Tensorized Program Tuning Across Ubiquitous Accelerators.

Zihan Wang, Lei Gong, Wenqi Lou, Teng Wang, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou

IEEE Trans. Computers, January, 2026

FG-KD: A Novel Forward Gradient-Based Framework for Teacher Knowledge Augmentation.

Yang Yang, Chao Wang, Lei Gong, Min Wu, Zhenghua Chen, Xuehai Zhou

IEEE Trans. Artif. Intell., January, 2026

A Timing-Anomaly Free Dynamic Scheduling on Heterogeneous Systems.

Yixuan Zhu, Yinkang Gao, Lei Gong, Binze Jiang, Xiaohang Gong, Zihan Wang, Cheng Tang, Wenqi Lou, Teng Wang, Chao Wang, Xi Li, Xuehai Zhou

CoRR, January, 2026

Reducing End-to-End Latency of Cause-Effect Chains with Shared Cache Analysis.

Yixuan Zhu, Yinkang Gao, Bo Zhang, Xiaohang Gong, Binze Jiang, Lei Gong, Wenqi Lou, Teng Wang, Chao Wang, Xi Li, Xuehai Zhou

CoRR, January, 2026

Crystal-KV: Efficient KV Cache Management for Chain-of-Thought LLMs via Answer-First Principle.

Zihan Wang, Cheng Tang, Lei Gong, Cheng Li, Chao Wang, Teng Wang, Wenqi Lou, Xuehai Zhou

CoRR, January, 2026

UDP: A Universal DSP Packing Framework for Low-bitwidth MAC Acceleration on FPGAs.

Jundong Wu, Zhendong Zheng, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the 2026 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2026

CloserToMe: A Unified Framework for Accurate and Transferable Latency Prediction Across Heterogeneous Devices.

Cheng Tang, Guochong Sui, Wenqi Lou, Zihan Wang, Jiayi Tuo, Wenqian Xie, Yinkang Gao, Yixuan Zhu, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

ActionFlow: A Pipelined Action Acceleration for Vision Language Models on Edge.

Yuntao Dai, Hang Gu, Teng Wang, Qianyu Cheng, Yifei Zheng, Zhiyong Qiu, Lei Gong, Wenqi Lou, Xuehai Zhou

CoRR, December, 2025

QLlama: An FPGA-Based Microscaling Quantization Accelerator for Energy-Efficient Llama2 Inference.

Hongbing Wen, Zihao Wang, Jiale Dong, Wenqi Lou, Lei Gong, Chao Wang, Xuehai Zhou

IEEE Embed. Syst. Lett., October, 2025

Advancing Neuromorphic Architecture Toward Emerging Spiking Neural Network on FPGA.

Yingxue Gao, Teng Wang, Yang Yang, Lei Gong, Xianglan Chen, Chao Wang, Xi Li, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2025

Uncertainty-Aware Self-Knowledge Distillation.

Yang Yang, Chao Wang, Lei Gong, Min Wu, Zhenghua Chen, Yingxue Gao, Teng Wang, Xuehai Zhou

IEEE Trans. Circuits Syst. Video Technol., May, 2025

Hardware Accelerated Vision Transformer via Heterogeneous Architecture Design and Adaptive Dataflow Mapping.

Yingxue Gao, Teng Wang, Lei Gong, Chao Wang, Dong Dai, Yang Yang, Xianglan Chen, Xi Li, Xuehai Zhou

IEEE Trans. Computers, April, 2025

Knowledge Probabilization in Ensemble Distillation: Improving Accuracy and Uncertainty Quantification for Object Detectors.

Yang Yang, Chao Wang, Lei Gong, Min Wu, Zhenghua Chen, Xiang Li, Xianglan Chen, Xuehai Zhou

IEEE Trans. Artif. Intell., January, 2025

Optimizing utilization in logical execution time system with preserved externally-observable timed I/O semantics.

Bo Zhang, Caixu Zhao, Yinkang Gao, Yixuan Zhu, Lei Gong, Teng Wang, Wenqi Lou, Xi Li

J. Syst. Archit., 2025

Work-in-Progress: A Timing-Anomaly Free Dynamic Scheduling on Heterogeneous Systems.

Yixuan Zhu, Yinkang Gao, Binze Jiang, Xiaohang Gong, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou

Proceedings of the IEEE Real-Time Systems Symposium, 2025

TSI: A Time-Semantic Instruction Set for Deterministic Data-Flow Execution in Real-Time Embedded Systems.

Yinkang Gao, Bo Zhang, Yixuan Zhu, Lei Gong, Teng Wang, Wenqi Lou, Chao Wang, Xi Li, Xuehai Zhou

Proceedings of the IEEE Real-Time Systems Symposium, 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

ResDDQN-FPGA: A Reinforcement Learning Framework for Dynamic and Efficient Control in Resonant DC-DC Converters.

Yutong Chen, Hai Li, Lei Gong, Chao Wang

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

Ph.D. Project: A Novel Compilation-Based Approach for Generating Sparse Tensor Accelerators.

Xingyan Chen, Lei Gong, Chao Wang

Proceedings of the 33rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2025

CoQMoE: Co-Designed Quantization and Computation Orchestration for Mixture-of-Experts Vision Transformer on FPGA.

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

Proceedings of the Euro-Par 2025: Parallel Processing, 2025

An Efficient Bit-level Sparse MAC-accelerated Architecture with SW/HW Co-design on FPGA.

Chenming Zhang, Lei Gong, Chao Wang, Xuehai Zhou

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

Late Breaking Results: A Fast Nearest Neighbor Search Acceleration for 3D Point Cloud.

Jinao Li, Teng Wang, Qianyu Cheng, Zhendong Zheng, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou

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

Late Breaking Results: Source-Aware Adaptive Cache Management for CXL-enabled Disaggregated Memory Sharing.

Qianyu Cheng, Jiajun Ji, Teng Wang, Zihan Wang, Lei Gong, Chao Wang, Xuehai Zhou

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

Hermes: An FPGA-based NTT Accelerator Supporting Various Lengths for HHE.

Hang Gu, Teng Wang, Qianyu Cheng, Jinao Li, Zhendong Zheng, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2025

Optimizing the Execution Core for Value Prediction in Superscalar Processors.

Yibo Zhang, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the IEEE International Conference on Cluster Computing, 2025

A similarity-aware MOE-based method for optimizing tensor programs across diverse GPUs.

Haowen Hou, Zihan Wang, Yining Song, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou

Proceedings of the IEEE International Conference on Cluster Computing, 2025

2024

Enhancing HLS Performance Prediction on FPGAs Through Multimodal Representation Learning.

Longshan Shang, Teng Wang, Lei Gong, Chao Wang, Xuehai Zhou

IEEE Embed. Syst. Lett., December, 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

Unleashing Network/Accelerator Co-Exploration Potential on FPGAs: A Deeper Joint Search.

Wenqi Lou, Lei Gong, Chao Wang, Jiaming Qian, Xuan Wang, Changlong Li, Xuehai Zhou

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

Enhancing Graph Random Walk Acceleration via Efficient Dataflow and Hybrid Memory Architecture.

Yingxue Gao, Teng Wang, Lei Gong, Chao Wang, Yiqing Hu, Yi Yang, Zhongming Liu, Xi Li, Xuehai Zhou

IEEE Trans. Computers, March, 2024

PriorNet: A Novel Lightweight Network with Multidimensional Interactive Attention for Efficient Image Dehazing.

Yutong Chen, Zhang Wen, Chao Wang, Lei Gong, Zhongchao Yi

CoRR, 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

UniCoMo: A Unified Learning-Based Cost Model for Tensorized Program Tuning.

Zihan Wang, Lei Gong, Wenqi Lou, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou

Proceedings of the 42nd IEEE International Conference on Computer Design, 2024

AutoSparse: A Source-to-Source Format and Schedule Auto- Tuning Framework for Sparse Tensor Program.

Xiangjun Qu, Lei Gong, Wenqi Lou, Qianyu Cheng, Xianglan Chen, Chao Wang, Xuehai Zhou

Proceedings of the 42nd IEEE International Conference on Computer Design, 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

FlexWalker: An Efficient Multi-Objective Design Space Exploration Framework for HLS Design.

Zheyuan Zou, Cheng Tang, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024

LORA: A Latency-Oriented Recurrent Architecture for GPT Model on Multi-FPGA Platform with Communication Optimization.

Zhendong Zheng, Qianyu Cheng, Teng Wang, Lei Gong, Xianglan Chen, Cheng Tang, Chao Wang, Xuehai Zhou

Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024

SoGraph: A State-Aware Architecture for Out-of-Memory Graph Processing on HBM-Equipped FPGAs.

Qianyu Cheng, Zhendong Zheng, Tianhao Jiang, Cheng Tang, Teng Wang, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024

Beyond Training: A Zero-Shot Framework to Neural Architecture and Accelerator Co-Exploration.

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

Proceedings of the IEEE International Conference on Cluster Computing, 2024

2023

Algorithm/Hardware Co-Optimization for Sparsity-Aware SpMM Acceleration of GNNs.

Yingxue Gao, Lei Gong, Chao Wang, Teng Wang, Xi Li, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

Enabling Fast and Memory-Efficient Acceleration for Pattern Matching Workloads: The Lightweight Automata Processing Engine.

Lei Gong, Chao Wang, Haojun Xia, Xianglan Chen, Xi Li, Xuehai Zhou

IEEE Trans. Computers, April, 2023

NeuralMAE: Data-Efficient Neural Architecture Predictor with Masked Autoencoder.

Qiaochu Liang, Lei Gong, Chao Wang, Xuehai Zhou, Xi Li

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

hAP: A Spatial-von Neumann Heterogeneous Automata Processor with Optimized Resource and IO Overhead on FPGA.

Xuan Wang, Lei Gong, Jing Cao, Wenqi Lou, Weiya Wang, Chao Wang, Xuehai Zhou

Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, 2023

DataMaster: A GNN-based Data Type Optimizer for Dataflow Design in FPGA.

Zheyuan Zou, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

Enabling Elastic Resource Management in Cloud FPGAs via A Multi-layer Collaborative Approach.

Wenbin Teng, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the 31st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2023

NAF: Deeper Network/Accelerator Co-Exploration for Customizing CNNs on FPGA.

Wenqi Lou, Jiaming Qian, Lei Gong, Xuan Wang, Chao Wang, Xuehai Zhou

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

FastRW: A Dataflow-Efficient and Memory-Aware Accelerator for Graph Random Walk on FPGAs.

Yingxue Gao, Teng Wang, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Work-in-Progress: NAPMAE: Generalized Data-Efficient Neural Architecture Predictor with Masked Autoencoder.

Qiaochu Liang, Lei Gong, Chao Wang, Xuehai Zhou, Xi Li

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2023

Sparse-HeteroCL: From Sparse Tensor Algebra to Highly Customized Accelerators on FPGAs.

Jize Pang, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

A flexible dataflow CNN accelerator on FPGA.

Haoran Li, Lei Gong, Chao Wang, Xuehai Zhou

Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

2022

ViA: A Novel Vision-Transformer Accelerator Based on FPGA.

Teng Wang, Lei Gong, Chao Wang, Yang Yang, Yingxue Gao, Xuehai Zhou, Huaping Chen

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

OctCNN: A High Throughput FPGA Accelerator for CNNs Using Octave Convolution Algorithm.

Wenqi Lou, Lei Gong, Chao Wang, Zidong Du, Xuehai Zhou

IEEE Trans. Computers, 2022

Conv-inheritance: A hardware-efficient method to compress convolutional neural networks for edge applications.

Yang Yang, Chao Wang, Lei Gong, Min Wu, Xuehai Zhou

Neurocomputing, 2022

Multi-clusters: An Efficient Design Paradigm of NN Accelerator Architecture Based on FPGA.

Teng Wang, Lei Gong, Chao Wang, Yang Yang, Yingxue Gao

Proceedings of the Network and Parallel Computing, 2022

WGeod: A General and Efficient FPGA Accelerator for Object Detection.

Zihan Wang, Mengying Zhao, Lei Gong, Chao Wang

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

SDMA: An Efficient and Flexible Sparse-Dense Matrix-Multiplication Architecture for GNNs.

Yingxue Gao, Lei Gong, Chao Wang, Teng Wang, Xuehai Zhou

Proceedings of the 32nd International Conference on Field-Programmable Logic and Applications, 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

Work-in-Progress: HeteroRW: A Generalized and Efficient Framework for Random Walks in Graph Analysis.

Yingxue Gao, Lei Gong, Chao Wang, Xuehai Zhou

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

2021

SOLAR: Services-Oriented Deep Learning Architectures-Deep Learning as a Service.

Chao Wang, Lei Gong, Xi Li, Qi Yu, Aili Wang, Patrick Hung, Xuehai Zhou

IEEE Trans. Serv. Comput., 2021

Improving HW/SW Adaptability for Accelerating CNNs on FPGAs Through A Dynamic/Static Co-Reconfiguration Approach.

Lei Gong, Chao Wang, Xi Li, Xuehai Zhou

IEEE Trans. Parallel Distributed Syst., 2021

GenSeq+: A Scalable High-Performance Accelerator for Genome Sequencing.

Chao Wang, Lei Gong, Shiming Lei, Haijie Fang, Xi Li, Aili Wang, Xuehai Zhou

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Tinker: A Middleware for Deploying Multiple NN-Based Applications on a Single Machine.

Chao Wang, Lihui Jin, Lei Gong, Chongchong Xu, Yahui Hu, Luchao Tan, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

An FPGA Based Accelerator for Clustering Algorithms With Custom Instructions.

Chao Wang, Lei Gong, Fahui Jia, Xuehai Zhou

IEEE Trans. Computers, 2021

Neural Network Instruction Set Extension and Code Mapping Mechanism.

Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou

Int. J. Softw. Informatics, 2021

FEAS: A Faster Event-driven Accelerator Supporting Inhibitory Spiking Neural Network.

Songsong Li, Lei Gong, Teng Wang, Chao Wang, Xuehai Zhou

Proceedings of the 12th International Symposium on Parallel Architectures, 2021

Vapor: A GPU Sharing Scheduler with Communication and Computation Pipeline for Distributed Deep Learning.

Xiaorui Zhu, Lei Gong, Zongwei Zhu, Xuehai Zhou

Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

UH-JLS: A Parallel Ultra-High Throughput JPEG-LS Encoding Architecture for Lossless Image Compression.

Xuan Wang, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou

Proceedings of the 39th IEEE International Conference on Computer Design, 2021

LAP: A Lightweight Automata Processor for Pattern Matching Tasks.

Haojun Xia, Lei Gong, Chao Wang, Xianglan Chen, Xuehai Zhou

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

A Ubiquitous Machine Learning Accelerator With Automatic Parallelization on FPGA.

Chao Wang, Lei Gong, Xi Li, Xuehai Zhou

IEEE Trans. Parallel Distributed Syst., 2020

WinoNN: Optimizing FPGA-Based Convolutional Neural Network Accelerators Using Sparse Winograd Algorithm.

Xuan Wang, Chao Wang, Jing Cao, Lei Gong, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

WooKong: A Ubiquitous Accelerator for Recommendation Algorithms With Custom Instruction Sets on FPGA.

Chao Wang, Lei Gong, Xiang Ma, Xi Li, Xuehai Zhou

IEEE Trans. Computers, 2020

Chameleon: Image Style Transfer Based on Image Classification Networks.

Haobo Li, Ratan Dey, Lei Gong, Chao Wang

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

ConvCloud: An Adaptive Convolutional Neural Network Accelerator on Cloud FPGAs.

Yang Yang, Chao Wang, Lei Gong, Xuehai Zhou

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

WiderFrame: An Automatic Customization Framework for Building CNN Accelerators on FPGAs: Work-in-Progress.

Lei Gong, Chao Wang, Xi Li, Xuehai Zhou

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2020

OctCNN: An Energy-Efficient FPGA Accelerator for CNNs using Octave Convolution Algorithm.

Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou

Proceedings of the IEEE International Conference on Cluster Computing, 2020

2019

FPNet: Customized Convolutional Neural Network for FPGA Platforms.

Yang Yang, Chao Wang, Lei Gong, Xuehai Zhou

Proceedings of the International Conference on Field-Programmable Technology, 2019

Design Exploration of Multi-FPGAs for Accelerating Deep Learning.

Teng Wang, Lei Gong, Chao Wang, Xuehai Zhou, Huaping Chen

Proceedings of the 2019 IEEE International Conference on Cluster Computing, 2019

RV-CNN: Flexible and Efficient Instruction Set for CNNs Based on RISC-V Processors.

Wenqi Lou, Chao Wang, Lei Gong, Xuehai Zhou

Proceedings of the Advanced Parallel Processing Technologies, 2019

2018

MALOC: A Fully Pipelined FPGA Accelerator for Convolutional Neural Networks With All Layers Mapped on Chip.

Lei Gong, Chao Wang, Xi Li, Huaping Chen, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

UniCNN: A Pipelined Accelerator Towards Uniformed Computing for CNNs.

Fan Sun, Chao Wang, Lei Gong, Yiwei Zhang, Chongchong Xu, Yuntao Lu, Xi Li, Xuehai Zhou

Int. J. Parallel Program., 2018

SparseNN: A Performance-Efficient Accelerator for Large-Scale Sparse Neural Networks.

Yuntao Lu, Chao Wang, Lei Gong, Xuehai Zhou

Int. J. Parallel Program., 2018

Domino: Graph Processing Services on Energy-Efficient Hardware Accelerator.

Chongchong Xu, Chao Wang, Lei Gong, Lihui Jin, Xi Li, Xuehai Zhou

Proceedings of the 2018 IEEE International Conference on Web Services, 2018

Domino: An Asynchronous and Energy-efficient Accelerator for Graph Processing: (Abstract Only).

Chongchong Xu, Chao Wang, Yiwei Zhang, Lei Gong, Xi Li, Xuehai Zhou

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

Furion: alleviating overheads for deep learning framework on single machine (work-in-progress).

Lihui Jin, Chao Wang, Lei Gong, Chongchong Xu, Yahui Hu, Luchao Tan, Xuehai Zhou

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2018

2017

DLAU: A Scalable Deep Learning Accelerator Unit on FPGA.

Chao Wang, Lei Gong, Qi Yu, Xi Li, Yuan Xie, Xuehai Zhou

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

Reconfigurable Hardware Accelerators: Opportunities, Trends, and Challenges.

Chao Wang, Wenqi Lou, Lei Gong, Lihui Jin, Luchao Tan, Yahui Hu, Xi Li, Xuehai Zhou

CoRR, 2017

Implementation and Optimization of the Accelerator Based on FPGA Hardware for LSTM Network.

Yiwei Zhang, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Chongchong Xu, Xi Li, Xuehai Zhou

Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

A High-Performance Accelerator for Large-Scale Convolutional Neural Networks.

Fan Sun, Chao Wang, Lei Gong, Chongchong Xu, Yiwei Zhang, Yuntao Lu, Xi Li, Xuehai Zhou

Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Evaluation and Trade-offs of Graph Processing for Cloud Services.

Chongchong Xu, Jinhong Zhou, Yuntao Lu, Fan Sun, Lei Gong, Chao Wang, Xi Li, Xuehai Zhou

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

xFilter: A Temporal Locality Accelerator for Intrusion Detection System Services.

Chao Wang, Jinhong Zhou, Lei Gong, Xi Li, Aili Wang, Xuehai Zhou

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

GenServ: Genome Sequencing Services on Scalable Energy Efficient Accelerators.

Chao Wang, Haijie Fang, Shiming Lei, Lei Gong, Aili Wang, Xi Li, Xuehai Zhou

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

FPGA Based Big Data Accelerator Design in Teaching Computer Architecture and Organization.

Chao Wang, Yuming Cheng, Lei Gong, Bo Wan, Aili Wang, Xi Li, Xuehai Zhou

Proceedings of the Cyber Physical Systems. Design, Modeling, and Evaluation, 2017

A power-efficient and high performance FPGA accelerator for convolutional neural networks: work-in-progress.

Lei Gong, Chao Wang, Xi Li, Huaping Chen, Xuehai Zhou

Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion, 2017

A Power-Efficient Accelerator Based on FPGAs for LSTM Network.

Yiwei Zhang, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Chongchong Xu, Xi Li, Xuehai Zhou

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

OmniGraph: A Scalable Hardware Accelerator for Graph Processing.

Chongchong Xu, Chao Wang, Lei Gong, Yuntao Lu, Fan Sun, Yiwei Zhang, Xi Li, Xuehai Zhou

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

A Power-Efficient Accelerator for Convolutional Neural Networks.

Fan Sun, Chao Wang, Lei Gong, Chongchong Xu, Yiwei Zhang, Yuntao Lu, Xi Li, Xuehai Zhou

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

A high-performance FPGA accelerator for sparse neural networks: work-in-progress.

Yuntao Lu, Lei Gong, Chongchong Xu, Fan Sun, Yiwei Zhang, Chao Wang, Xuehai Zhou

Proceedings of the 2017 International Conference on Compilers, 2017