Mengtian Yang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Boolean Satisfiability

Search Strategy

Matrix Multiplication

Top Venues

Publications

Yipeng Wang, Mengtian Yang, Chieh-Pu Lo, Jaydeep P. Kulkarni
30.6 Vecim: A 289.13GOPS/W RISC-V Vector Co-Processor with Compute-in-Memory Vector Register File for Efficient High-Performance Computing. ISSCC (2024)
Mengtian Yang, Yipeng Wang, Shanshan Xie, Chieh-Pu Lo, Meizhi Wang, Sirish Oruganti, Rishabh Sehgal, Jaydeep P. Kulkarni
CILP: An Arbitrary-bit Precision All-digital Compute-in-memory Solver for Integer Linear Programming Problems. CICC (2024)
Sirish Oruganti, Meizhi Wang, Vishnuvardhan V. Iyer, Yipeng Wang, Mengtian Yang, Raghavan Kumar, Sanu K. Mathew, Jaydeep P. Kulkarni
Power and EM Side-Channel-Attack-Resilient AES-128 Core with Round-Aligned Globally-Synchronous-Locally-Asynchronous Operation Based on Tunable Replica Circuits. ISSCC (2024)
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)
Mengtian Yang, Yipeng Wang, Jaydeep P. Kulkarni
3D eDRAM TensorCore Architecture for Large-scale Matrix Multiplication. HiPC (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)