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Mengtian Yang
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 9
Top Topics
Search Strategy
Weighted Max Sat
Boolean Satisfiability
Neural Network
Top Venues
CoRR
CICC
ISSCC
ESSCIRC
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Publications
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Yipeng Wang
,
Mengtian Yang
,
Shanshan Xie
,
Meizhi Wang
,
Jaydeep P. Kulkarni
CIMGN: An Energy-efficient All-digital Compute-in-memory Graph Neural Network Processor.
ESSCIRC
(2023)
Yipeng Wang
,
Shanshan Xie
,
Jacob N. Rohan
,
Meizhi Wang
,
Mengtian Yang
,
Sirish Oruganti
,
Jaydeep P. Kulkarni
A GNN Computing-in-Memory Macro and Accelerator with Analog-Digital Hybrid Transformation and CAMenabled Search-reduce.
CICC
(2023)
Shanshan Xie
,
Mengtian Yang
,
S. Andrew Lanham
,
Yipeng Wang
,
Meizhi Wang
,
Sirish Oruganti
,
Jaydeep P. Kulkarni
Snap-SAT: A One-Shot Energy-Performance-Aware All-Digital Compute-in-Memory Solver for Large-Scale Hard Boolean Satisfiability Problems.
ISSCC
(2023)
Shanshan Xie
,
Siddhartha Raman Sundara Raman
,
Can Ni
,
Meizhi Wang
,
Mengtian Yang
,
Jaydeep P. Kulkarni
Ising-CIM: A Reconfigurable and Scalable Compute Within Memory Analog Ising Accelerator for Solving Combinatorial Optimization Problems.
IEEE J. Solid State Circuits
57 (11) (2022)
Zihui Xue
,
Yuedong Yang
,
Mengtian Yang
,
Radu Marculescu
SUGAR: Efficient Subgraph-level Training via Resource-aware Graph Partitioning.
CoRR
(2022)
Yujun Lin
,
Mengtian Yang
,
Song Han
NAAS: Neural Accelerator Architecture Search.
DAC
(2021)
Yujun Lin
,
Mengtian Yang
,
Song Han
NAAS: Neural Accelerator Architecture Search.
CoRR
(2021)
Yangjie Zhou
,
Mengtian Yang
,
Cong Guo
,
Jingwen Leng
,
Yun Liang
,
Quan Chen
,
Minyi Guo
,
Yuhao Zhu
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators.
IISWC
(2021)
Yangjie Zhou
,
Mengtian Yang
,
Cong Guo
,
Jingwen Leng
,
Yun Liang
,
Quan Chen
,
Minyi Guo
,
Yuhao Zhu
Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators.
CoRR
(2021)