Ziqing Zeng

According to our database, Ziqing Zeng authored at least 10 papers between 2020 and 2024.

Collaborative distances:

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

2024

COBI: A Coupled Oscillator Based Ising Chip for Combinatorial Optimization.

Hüsrev Cilasun, William Moy, Ziqing Zeng, Tahmida Islam, Hao Lo, Alex Vanasse, Megan Tan, Mohammad Anees, Ramprasath S, Abhimanyu Kumar, Sachin S. Sapatnekar, Chris H. Kim, Ulya R. Karpuzcu

Dataset, January, 2024

An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators.

Hadi Esmaeilzadeh, Soroush Ghodrati, Andrew B. Kahng, Joon Kyung Kim, Sean Kinzer, Sayak Kundu, Rohan Mahapatra, Susmita Dey Manasi, Sachin S. Sapatnekar, Zhiang Wang, Ziqing Zeng

ACM Trans. Design Autom. Electr. Syst., 2024

On Heterogeneous Ising Machines.

Hüsrev Cilasun, Abhimanyu Kumar, Ziqing Zeng, Nafisa Sadaf Prova, Sachin S. Sapatnekar, Ulya R. Karpuzcu

CoRR, 2024

2023

A Unified Engine for Accelerating GNN Weighting/Aggregation Operations, With Efficient Load Balancing and Graph-Specific Caching.

Sudipta Mondal, Susmita Dey Manasi, Kishor Kunal, Ramprasath S, Ziqing Zeng, Sachin S. Sapatnekar

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

3SAT on an All-to-All-Connected CMOS Ising Solver Chip.

M. Hüsrev Cilasun, Ziqing Zeng, Ramprasath S, Abhimanyu Kumar, Hao Lo, William Cho, Chris H. Kim, Ulya R. Karpuzcu, Sachin S. Sapatnekar

CoRR, 2023

A Multicore GNN Training Accelerator.

Sudipta Mondal, Ramprasath S, Ziqing Zeng, Kishor Kunal, Sachin S. Sapatnekar

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

Energy-efficient Hardware Acceleration of Shallow Machine Learning Applications.

Ziqing Zeng, Sachin S. Sapatnekar

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

Physically Accurate Learning-based Performance Prediction of Hardware-accelerated ML Algorithms.

Hadi Esmaeilzadeh, Soroush Ghodrati, Andrew B. Kahng, Joon Kyung Kim, Sean Kinzer, Sayak Kundu, Rohan Mahapatra, Susmita Dey Manasi, Sachin S. Sapatnekar, Zhiang Wang, Ziqing Zeng

Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 2022

2021

VeriGOOD-ML: An Open-Source Flow for Automated ML Hardware Synthesis.

Hadi Esmaeilzadeh, Soroush Ghodrati, Jie Gu, Shiyu Guo, Andrew B. Kahng, Joon Kyung Kim, Sean Kinzer, Rohan Mahapatra, Susmita Dey Manasi, Edwin Mascarenhas, Sachin S. Sapatnekar, Ravi Varadarajan, Zhiang Wang, Hanyang Xu, Brahmendra Reddy Yatham, Ziqing Zeng

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

2020

Homogeneous and Heterogeneous Feed-Forward XOR Physical Unclonable Functions.

S. V. Sandeep Avvaru, Ziqing Zeng, Keshab K. Parhi

IEEE Trans. Inf. Forensics Secur., 2020