Mengtian Yang

According to our database, Mengtian Yang authored at least 11 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

30.6 Vecim: A 289.13GOPS/W RISC-V Vector Co-Processor with Compute-in-Memory Vector Register File for Efficient High-Performance Computing.

Yipeng Wang, Mengtian Yang, Chieh-Pu Lo, Jaydeep P. Kulkarni

Proceedings of the IEEE International Solid-State Circuits Conference, 2024

Power and EM Side-Channel-Attack-Resilient AES-128 Core with Round-Aligned Globally-Synchronous-Locally-Asynchronous Operation Based on Tunable Replica Circuits.

Sirish Oruganti, Meizhi Wang, Vishnuvardhan V. Iyer, Yipeng Wang, Mengtian Yang, Raghavan Kumar, Sanu K. Mathew, Jaydeep P. Kulkarni

Proceedings of the IEEE International Solid-State Circuits Conference, 2024

CILP: An Arbitrary-bit Precision All-digital Compute-in-memory Solver for Integer Linear Programming Problems.

Mengtian Yang, Yipeng Wang, Shanshan Xie, Chieh-Pu Lo, Meizhi Wang, Sirish Oruganti, Rishabh Sehgal, Jaydeep P. Kulkarni

Proceedings of the IEEE Custom Integrated Circuits Conference, 2024

2023

Snap-SAT: A One-Shot Energy-Performance-Aware All-Digital Compute-in-Memory Solver for Large-Scale Hard Boolean Satisfiability Problems.

Shanshan Xie, Mengtian Yang, S. Andrew Lanham, Yipeng Wang, Meizhi Wang, Sirish Oruganti, Jaydeep P. Kulkarni

Proceedings of the IEEE International Solid- State Circuits Conference, 2023

A 118 GOPS/mm²3D eDRAM TensorCore Architecture for Large-scale Matrix Multiplication.

Mengtian Yang, Yipeng Wang, Jaydeep P. Kulkarni

Proceedings of the 30th IEEE International Conference on High Performance Computing, 2023

CIMGN: An Energy-efficient All-digital Compute-in-memory Graph Neural Network Processor.

Yipeng Wang, Mengtian Yang, Shanshan Xie, Meizhi Wang, Jaydeep P. Kulkarni

Proceedings of the 49th IEEE European Solid State Circuits Conference, 2023

A GNN Computing-in-Memory Macro and Accelerator with Analog-Digital Hybrid Transformation and CAMenabled Search-reduce.

Yipeng Wang, Shanshan Xie, Jacob N. Rohan, Meizhi Wang, Mengtian Yang, Sirish Oruganti, Jaydeep P. Kulkarni

Proceedings of the IEEE Custom Integrated Circuits Conference, 2023

2022

Ising-CIM: A Reconfigurable and Scalable Compute Within Memory Analog Ising Accelerator for Solving Combinatorial Optimization Problems.

Shanshan Xie, Siddhartha Raman Sundara Raman, Can Ni, Meizhi Wang, Mengtian Yang, Jaydeep P. Kulkarni

IEEE J. Solid State Circuits, 2022

SUGAR: Efficient Subgraph-level Training via Resource-aware Graph Partitioning.

Zihui Xue, Yuedong Yang, Mengtian Yang, Radu Marculescu

CoRR, 2022

2021

Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators.

Yangjie Zhou, Mengtian Yang, Cong Guo, Jingwen Leng, Yun Liang, Quan Chen, Minyi Guo, Yuhao Zhu

Proceedings of the IEEE International Symposium on Workload Characterization, 2021

NAAS: Neural Accelerator Architecture Search.

Yujun Lin, Mengtian Yang, Song Han

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021