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Tong Geng | Researchclopedia

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Tong Geng

Northwestern Polytechnical University ORCID

100

Works

1,691

Citations

21

h-index

43

i10-index

Research Topics

Parallel Computing and Optimization Techniques Advanced Neural Network Applications Advanced Memory and Neural Computing

Affiliations

Boston University2018–2024

Pacific Northwest National Laboratory2019–2022

Shandong University2024–2024

Northwestern Polytechnical University2025–2025

University of Rochester2022–2025

Top Works

AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing

Tong Geng,Ang Li,et al.

2020277 citations

Interconnection Networks and Systems

Advanced Graph Neural Networks

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

Tong Geng,Chunshu Wu,et al.

2021126 citations

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

Hongwu Peng,Shaoyi Huang,et al.

2021102 citations

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

Tong Geng,Tianqi Wang,et al.

201881 citations

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

Haoran You,Tong Geng,et al.

202259 citations

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

Tong Geng,Tianqi Wang,et al.

201852 citations

Fully integrated FPGA molecular dynamics simulations

Chen Yang,Tong Geng,et al.

201948 citations

Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numeric Behaviors

Wei Sun,Ang Li,et al.

202247 citations

A length adaptive algorithm-hardware co-design of transformer on FPGA through sparse attention and dynamic pipelining

Hongwu Peng,Shaoyi Huang,et al.

202245 citations