Tong Geng

发表

Soft-Core. Multiple-Lane, FPGA-based ADCs for a Liquid Helium Environment

Martin C. Herbordt, Xi Jin, Tianqi Wang, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

A configurable SIMD architecture with explicit datapath for intelligent learning

Yifan He, Henk Corporaal, Maurice Peemen, 2016, 2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS).

FPDeep: Scalable Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters

Tianqi Wang, Xi Jin, Ang Li, 2020, IEEE Transactions on Computers.

FPDeep: Acceleration and Load Balancing of CNN Training on FPGA Clusters

Chen Yang, Rui Xu, Martin C. Herbordt, 2018, 2018 IEEE 26th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM).

LP-BNN: Ultra-low-Latency BNN Inference with Layer Parallelism

Tianqi Wang, Ang Li, Tong Geng, 2019, 2019 IEEE 30th International Conference on Application-specific Systems, Architectures and Processors (ASAP).

A Scalable Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Weight and Workload Balancing pdf

Martin C. Herbordt, Xi Jin, Ang Li, 2019, ArXiv.

Fully Integrated On-FPGA Molecular Dynamics Simulations

Jiayi Sheng, Martin C. Herbordt, Woody Sherman, 2019, ArXiv.

An Access-Pattern-Aware On-Chip Vector Memory System with Automatic Loading for SIMD Architectures

Martin C. Herbordt, Lech Józwiak, Tianqi Wang, 2018, 2018 IEEE High Performance extreme Computing Conference (HPEC).

Accelerating AP3M-Based Computational Astrophysics Simulations with Reconfigurable Clusters

Xi Jin, Tong Geng, Martin Herbordt, 2019, 2019 IEEE 30th International Conference on Application-specific Systems, Architectures and Processors (ASAP).

Space Construction for Users-Regeneration Plan of Kewei Garden Located in Shenyang Agricultural University

Tong Geng, 2006 .

FP-AMR: A Reconfigurable Fabric Framework for Adaptive Mesh Refinement Applications

Tianqi Wang, Tong Geng, Xi Jin, 2019, 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM).

UWB-GCN: Hardware Acceleration of Graph-Convolution-Network through Runtime Workload Rebalancing pdf

Tianqi Wang, Antonino Tumeo, Ang Li, 2019, ArXiv.

MacSim: A MAC-Enabled High-Performance Low-Power SIMD Architecture

Yifan He, Henk Corporaal, Maurice Peemen, 2016, 2016 Euromicro Conference on Digital System Design (DSD).

Online Evaluation of Audiences for Targeted Advertising via Bandit Experiments pdf

Harikesh S. Nair, Tong Geng, Xiliang Lin, 2019, AAAI.

CSB-RNN: a faster-than-realtime RNN acceleration framework with compressed structured blocks

Yanzhi Wang, Hayden Kwok-Hay So, Ang Li, 2020, ICS.

BSTC: a novel binarized-soft-tensor-core design for accelerating bit-based approximated neural nets

Martin C. Herbordt, Shuaiwen Song, Tianqi Wang, 2019, SC.

O3BNN: an out-of-order architecture for high-performance binarized neural network inference with fine-grained pruning

Martin C. Herbordt, Ang Li, Tianqi Wang, 2019, ICS.

GhostSZ: A Transparent FPGA-Accelerated Lossy Compression Framework

Martin C. Herbordt, Anthony Skjellum, Rushi Patel, 2019, 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM).

Molecular Dynamics Range-Limited Force Evaluation Optimized for FPGAs

Woody Sherman, Vipin Sachdeva, Tong Geng, 2019, 2019 IEEE 30th International Conference on Application-specific Systems, Architectures and Processors (ASAP).

Research of CDG to Identify Individuals via Deterministic Learning Theory

Cong Wang, Muqing Deng, Tong Geng, 2019 .

A Framework for Acceleration of CNN Training on Deeply-Pipelined FPGA Clusters with Work and Weight Load Balancing

Martin C. Herbordt, Tianqi Wang, Ahmed Sanaullah, 2018, 2018 28th International Conference on Field Programmable Logic and Applications (FPL).

Binary Complex Neural Network Acceleration on FPGA : (Invited Paper) pdf

Hang Liu, Hongwu Peng, Mimi Xie, 2021, 2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP).

Binary Complex Neural Network Acceleration on FPGA : (Invited Paper)

Hang Liu, Hongwu Peng, Mimi Xie, 2021, 2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP).

A Survey: Handling Irregularities in Neural Network Acceleration with FPGAs

Jiajia Li, Tong Geng, Cheng Tan, 2021, 2021 IEEE High Performance Extreme Computing Conference (HPEC).

CEAZ: Accelerating Parallel I/O via Hardware-Algorithm Co-Design of Efficient and Adaptive Lossy Compression pdf

Dingwen Tao, Jiannan Tian, Tong Geng, 2021, ArXiv.

Upgrade of FPGA Range-Limited Molecular Dynamics to Handle Hundreds of Processors

Woody Sherman, Vipin Sachdeva, Tong Geng, 2021, 2021 IEEE 29th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM).

DynPaC: Coarse-Grained, Dynamic, and Partially Reconfigurable Array for Streaming Applications

Antonino Tumeo, Kevin J. Barker, Tong Geng, 2021, 2021 IEEE 39th International Conference on Computer Design (ICCD).

Accelerating Transformer-based Deep Learning Models on FPGAs using Column Balanced Block Pruning

Hang Liu, Caiwen Ding, Hongwu Peng, 2021, 2021 22nd International Symposium on Quality Electronic Design (ISQED).

Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search (Special Session Paper)

Hang Liu, Jinbo Bi, Hongwu Peng, 2021, 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency

Haoran You, Tong Geng, Yingyan Lin, 2021, 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

GCoD: Graph Convolutional Network Acceleration via Dedicated Algorithm and Accelerator Co-Design pdf

Haoran You, Tong Geng, Yingyan Lin, 2021, ArXiv.

BCNN: Binary Complex Neural Network pdf

Tong Geng, Ang Li, Yanfei Li, 2021, Microprocess. Microsystems.

FL-DISCO: Federated Generative Adversarial Network for Graph-based Molecule Drug Discovery: Special Session Paper

Tong Geng, Caiwen Ding, Ang Li, 2021, 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

OpenCGRA: Democratizing Coarse-Grained Reconfigurable Arrays

Marco Minutoli, Vito Giovanni Castellana, Antonino Tumeo, 2021, 2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP).

I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization

Haoran You, Tong Geng, Cheng Tan, 2021, MICRO.

CEAZ: Accelerating Parallel I/O Via Hardware-Algorithm Co-Designed Adaptive Lossy Compression

Dingwen Tao, Jiannan Tian, Tong Geng, 2021 .

APNN-TC: Accelerating Arbitrary Precision Neural Networks on Ampere GPU Tensor Cores

Boyuan Feng, Yufei Ding, Tong Geng, 2021, SC21: International Conference for High Performance Computing, Networking, Storage and Analysis.