Ziqing Zeng

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Open Source Software

Machine Learning

Satisfiability Modulo Theories

Primate Visual Cortex

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

M. Hüsrev Cilasun, Ziqing Zeng, Ramprasath S, Abhimanyu Kumar, Hao Lo, William Cho, Chris H. Kim, Ulya R. Karpuzcu, Sachin S. Sapatnekar
3SAT on an All-to-All-Connected CMOS Ising Solver Chip. CoRR (2023)
Sudipta Mondal, Susmita Dey Manasi, Kishor Kunal, Ramprasath S, Ziqing Zeng, Sachin S. Sapatnekar
A Unified Engine for Accelerating GNN Weighting/Aggregation Operations, With Efficient Load Balancing and Graph-Specific Caching. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Sudipta Mondal, Ramprasath S, Ziqing Zeng, Kishor Kunal, Sachin S. Sapatnekar
A Multicore GNN Training Accelerator. ISLPED (2023)
Ziqing Zeng, Sachin S. Sapatnekar
Energy-efficient Hardware Acceleration of Shallow Machine Learning Applications. DATE (2023)
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
An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators. CoRR (2023)
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
Physically Accurate Learning-based Performance Prediction of Hardware-accelerated ML Algorithms. MLCAD (2022)
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
VeriGOOD-ML: An Open-Source Flow for Automated ML Hardware Synthesis. ICCAD (2021)
S. V. Sandeep Avvaru, Ziqing Zeng, Keshab K. Parhi
Homogeneous and Heterogeneous Feed-Forward XOR Physical Unclonable Functions. IEEE Trans. Inf. Forensics Secur. 15 (2020)