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Rishov Sarkar
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 12
Top Topics
Data Flow
Group Lasso
Inference Engine
Neural Architectures
Top Venues
CoRR
FCCM
ICCAD
HPCA
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Publications
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Rishov Sarkar
,
Hanxue Liang
,
Zhiwen Fan
,
Zhangyang Wang
,
Cong Hao
Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts.
CoRR
(2023)
Rishov Sarkar
,
Cong Hao
LightningSim: Fast and Accurate Trace-Based Simulation for High-Level Synthesis.
FCCM
(2023)
Rishov Sarkar
,
Cong Hao
LightningSim: Fast and Accurate Trace-Based Simulation for High-Level Synthesis.
CoRR
(2023)
Rishov Sarkar
,
Stefan Abi-Karam
,
Yuqi He
,
Lakshmi Sathidevi
,
Cong Hao
FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference.
HPCA
(2023)
Rishov Sarkar
,
Cong Hao
From Acceleration to Accelerating Acceleration: Modernizing the Accelerator Landscape using High-Level Synthesis.
FCCM
(2023)
Stefan Abi-Karam
,
Rishov Sarkar
,
Dejia Xu
,
Zhiwen Fan
,
Zhangyang Wang
,
Cong Hao
INR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing.
ICCAD
(2023)
Stefan Abi-Karam
,
Rishov Sarkar
,
Dejia Xu
,
Zhiwen Fan
,
Zhangyang Wang
,
Cong Hao
INR-Arch: A Dataflow Architecture and Compiler for Arbitrary-Order Gradient Computations in Implicit Neural Representation Processing.
CoRR
(2023)
Rishov Sarkar
,
Hanxue Liang
,
Zhiwen Fan
,
Zhangyang Wang
,
Cong Hao
Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-Level Sparsity via Mixture-of-Experts.
ICCAD
(2023)
Rishov Sarkar
,
Stefan Abi-Karam
,
Yuqi He
,
Lakshmi Sathidevi
,
Cong Hao
FlowGNN: A Dataflow Architecture for Universal Graph Neural Network Inference via Multi-Queue Streaming.
CoRR
(2022)
Hanxue Liang
,
Zhiwen Fan
,
Rishov Sarkar
,
Ziyu Jiang
,
Tianlong Chen
,
Kai Zou
,
Yu Cheng
,
Cong Hao
,
Zhangyang Wang
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design.
NeurIPS
(2022)
Hanxue Liang
,
Zhiwen Fan
,
Rishov Sarkar
,
Ziyu Jiang
,
Tianlong Chen
,
Kai Zou
,
Yu Cheng
,
Cong Hao
,
Zhangyang Wang
ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design.
CoRR
(2022)
Stefan Abi-Karam
,
Yuqi He
,
Rishov Sarkar
,
Lakshmi Sathidevi
,
Zihang Qiao
,
Cong Hao
GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration.
CoRR
(2022)