Cheng Tan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 33

Top Topics

High Throughput

Unified Framework

Top Venues

Publications

Pouya Haghi, Cheng Tan, Anqi Guo, Chunshu Wu, Dongfang Liu, Ang Li, Anthony Skjellum, Tong Geng, Martin C. Herbordt
SmartFuse: Reconfigurable Smart Switches to Accelerate Fused Collectives in HPC Applications. ICS (2024)
Ron Jokai, Cheng Tan, Jeff Jun Zhang
Fused Functional Units for Area-Efficient CGRAs. ISQED (2024)
Pouya Haghi, William Krska, Cheng Tan, Tong Geng, Po-Hao Chen, Connor Greenwood, Anqi Guo, Thomas Hines, Chunshu Wu, Ang Li, Anthony Skjellum, Martin C. Herbordt
FLASH: FPGA-Accelerated Smart Switches with GCN Case Study. ICS (2023)
Bo Fang, Xinyi Li, Harvey Dam, Cheng Tan, Siva Kumar Sastry Hari, Timothy Tsai, Ignacio Laguna, Dingwen Tao, Ganesh Gopalakrishnan, Prashant Nair, Kevin J. Barker, Ang Li
MPGemmFI: A Fault Injection Technique for Mixed Precision GEMM in ML Applications. CoRR (2023)
Cheng Tan, Deepak Patil, Antonino Tumeo, Gabriel Weisz, Steven K. Reinhardt, Jeff Zhang
VecPAC: A Vectorizable and Precision-Aware CGRA. ICCAD (2023)
Yixuan Luo, Cheng Tan, Nicolas Bohm Agostini, Ang Li, Antonino Tumeo, Nirav Dave, Tong Geng
ML-CGRA: An Integrated Compilation Framework to Enable Efficient Machine Learning Acceleration on CGRAs. DAC (2023)
Antonino Tumeo, Nicolas Bohm Agostini, Serena Curzel, Ankur Limaye, Cheng Tan, Vinay Amatya, Marco Minutoli, Vito Giovanni Castellana, Ang Li, Joseph B. Manzano
: End-to-end Generation of Specialized Reconfigurable Architectures (Invited Talk). PARMA-DITAM@HiPEAC (2022)
Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin, Ang Li, Martin C. Herbordt
FCsN: A FPGA-Centric SmartNIC Framework for Neural Networks. FCCM (2022)
Anqi Guo, Tong Geng, Yongan Zhang, Pouya Haghi, Chunshu Wu, Cheng Tan, Yingyan Lin, Ang Li, Martin C. Herbordt
A Framework for Neural Network Inference on FPGA-Centric SmartNICs. FPL (2022)
Nicolas Bohm Agostini, Serena Curzel, Vinay Amatya, Cheng Tan, Marco Minutoli, Vito Giovanni Castellana, Joseph B. Manzano, David R. Kaeli, Antonino Tumeo
An MLIR-based Compiler Flow for System-Level Design and Hardware Acceleration. ICCAD (2022)
Nicolas Bohm Agostini, Serena Curzel, Jeff Jun Zhang, Ankur Limaye, Cheng Tan, Vinay Amatya, Marco Minutoli, Vito Giovanni Castellana, Joseph B. Manzano, David Brooks, Gu-Yeon Wei, Antonino Tumeo
Bridging Python to Silicon: The SODA Toolchain. IEEE Micro 42 (5) (2022)
Cheng Tan, Thierry Tambe, Jeff Jun Zhang, Bo Fang, Tong Geng, Gu-Yeon Wei, David Brooks, Antonino Tumeo, Ganesh Gopalakrishnan, Ang Li
ASAP: automatic synthesis of area-efficient and precision-aware CGRAs. ICS (2022)
Tong Geng, Chunshu Wu, Yongan Zhang, Cheng Tan, Chenhao Xie, Haoran You, Martin C. Herbordt, Yingyan Lin, Ang Li
I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization. CoRR (2022)
Cheng Tan, Nicolas Bohm Agostini, Tong Geng, Chenhao Xie, Jiajia Li, Ang Li, Kevin J. Barker, Antonino Tumeo
DRIPS: Dynamic Rebalancing of Pipelined Streaming Applications on CGRAs. HPCA (2022)
Christopher Torng, Peitian Pan, Yanghui Ou, Cheng Tan, Christopher Batten
Ultra-Elastic CGRAs for Irregular Loop Specialization. HPCA (2021)
Cheng Tan, Chenhao Xie, Tong Geng, Andres Marquez, Antonino Tumeo, Kevin J. Barker, Ang Li
ARENA: Asynchronous Reconfigurable Accelerator Ring to Enable Data-Centric Parallel Computing. IEEE Trans. Parallel Distributed Syst. 32 (12) (2021)
Jeff Jun Zhang, Nicolas Bohm Agostini, Shihao Song, Cheng Tan, Ankur Limaye, Vinay Amatya, Joseph B. Manzano, Marco Minutoli, Vito Giovanni Castellana, Antonino Tumeo, Gu-Yeon Wei, David Brooks
Towards Automatic and Agile AI/ML Accelerator Design with End-to-End Synthesis. ASAP (2021)
Cheng Tan, Nicolas Bohm Agostini, Jeff Zhang, Marco Minutoli, Vito Giovanni Castellana, Chenhao Xie, Tong Geng, Ang Li, Kevin J. Barker, Antonino Tumeo
OpenCGRA: Democratizing Coarse-Grained Reconfigurable Arrays. ASAP (2021)
Cheng Tan, Tong Geng, Chenhao Xie, Nicolas Bohm Agostini, Jiajia Li, Ang Li, Kevin J. Barker, Antonino Tumeo
DynPaC: Coarse-Grained, Dynamic, and Partially Reconfigurable Array for Streaming Applications. ICCD (2021)
Tong Geng, Chunshu Wu, Cheng Tan, Chenhao Xie, Anqi Guo, Pouya Haghi, Sarah Yuan He, Jiajia Li, Martin C. Herbordt, Ang Li
A Survey: Handling Irregularities in Neural Network Acceleration with FPGAs. HPEC (2021)
Tong Geng, Chunshu Wu, Yongan Zhang, Cheng Tan, Chenhao Xie, Haoran You, Martin C. Herbordt, Yingyan Lin, Ang Li
I-GCN: A Graph Convolutional Network Accelerator with Runtime Locality Enhancement through Islandization. MICRO (2021)
Cheng Tan, Chenhao Xie, Ang Li, Kevin J. Barker, Antonino Tumeo
AURORA: Automated Refinement of Coarse-Grained Reconfigurable Accelerators. DATE (2021)
Tong Geng, Chunshu Wu, Cheng Tan, Bo Fang, Ang Li, Martin C. Herbordt
CQNN: a CGRA-based QNN Framework. HPEC (2020)
Cheng Tan, Chenhao Xie, Ang Li, Kevin J. Barker, Antonino Tumeo
OpenCGRA: An Open-Source Unified Framework for Modeling, Testing, and Evaluating CGRAs. ICCD (2020)
Marco Minutoli, Vito Giovanni Castellana, Cheng Tan, Joseph B. Manzano, Vinay Amatya, Antonino Tumeo, David Brooks, Gu-Yeon Wei
SODA: a New Synthesis Infrastructure for Agile Hardware Design of Machine Learning Accelerators. ICCAD (2020)
Cheng Tan, Chenhao Xie, Andres Marquez, Antonino Tumeo, Kevin J. Barker, Ang Li
ARENA: Asynchronous Reconfigurable Accelerator Ring to Enable Data-Centric Parallel Computing. CoRR (2020)
Cheng Tan, Yanghui Ou, Shunning Jiang, Peitian Pan, Christopher Torng, Shady Agwa, Christopher Batten
PyOCN: A Unified Framework for Modeling, Testing, and Evaluating On-Chip Networks. ICCD (2019)
Guanwen Zhong, Akshat Dubey, Cheng Tan, Tulika Mitra
Synergy: An HW/SW Framework for High Throughput CNNs on Embedded Heterogeneous SoC. ACM Trans. Embed. Comput. Syst. 18 (2) (2019)
Cheng Tan, Aditi Kulkarni Mohite, Vanchinathan Venkataramani, Manupa Karunaratne, Tulika Mitra, Li-Shiuan Peh
LOCUS: Low-Power Customizable Many-Core Architecture for Wearables. ACM Trans. Embed. Comput. Syst. 17 (1) (2018)
Guanwen Zhong, Akshat Dubey, Cheng Tan, Tulika Mitra
Synergy: A HW/SW Framework for High Throughput CNNs on Embedded Heterogeneous SoC. CoRR (2018)
Cheng Tan, Manupa Karunaratne, Tulika Mitra, Li-Shiuan Peh
Stitch: Fusible Heterogeneous Accelerators Enmeshed with Many-Core Architecture for Wearables. ISCA (2018)
Manupa Karunaratne, Cheng Tan, Aditi Kulkarni Mohite, Tulika Mitra, Li-Shiuan Peh
Dnestmap: mapping deeply-nested loops on ultra-low power CGRAs. DAC (2018)
Cheng Tan, Aditi Kulkarni Mohite, Vanchinathan Venkataramani, Manupa Karunaratne, Tulika Mitra, Li-Shiuan Peh
LOCUS: low-power customizable many-core architecture for wearables. CASES (2016)
Cheng Tan, Thannirmalai Somu Muthukaruppan, Tulika Mitra, Lei Ju
Approximation-aware scheduling on heterogeneous multi-core architectures. ASP-DAC (2015)