Su Zheng

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 21

Top Topics

Guided Exploration

Classification Models

Real And Synthetic Datasets

Top Venues

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

ACM Trans. Reconfigurable Technol. Syst.

Publications

Binwu Zhu, Su Zheng, Ziyang Yu, Guojin Chen, Yuzhe Ma, Fan Yang, Bei Yu, Martin D. F. Wong
L2O-ILT: Learning to Optimize Inverse Lithography Techniques. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (3) (2024)
Sichao Chen, Chang Cai, Su Zheng, Jiangnan Li, Guowei Zhu, Jingyuan Li, Yazhou Yan, Yuan Dai, Wenbo Yin, Lingli Wang
HierCGRA: A Novel Framework for Large-scale CGRA with Hierarchical Modeling and Automated Design Space Exploration. ACM Trans. Reconfigurable Technol. Syst. 17 (2) (2024)
Shixin Chen, Su Zheng, Chen Bai, Wenqian Zhao, Shuo Yin, Yang Bai, Bei Yu
SoC-Tuner: An Importance-guided Exploration Framework for DNN-targeting SoC Design. ASPDAC (2024)
Shixin Chen, Shanyi Li, Zhen Zhuang, Su Zheng, Zheng Liang, Tsung-Yi Ho, Bei Yu, Alberto L. Sangiovanni-Vincentelli
Floorplet: Performance-Aware Floorplan Framework for Chiplet Integration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (6) (2024)
Su Zheng, Lancheng Zou, Siting Liu, Yibo Lin, Bei Yu, Martin D. F. Wong
Mitigating Distribution Shift for Congestion Optimization in Global Placement. DAC (2023)
Shixin Chen, Su Zheng, Chen Bai, Wenqian Zhao, Shuo Yin, Yang Bai, Bei Yu
SoC-Tuner: An Importance-guided Exploration Framework for DNN-targeting SoC Design. CoRR (2023)
Zhuolun He, Haoyuan Wu, Xinyun Zhang, Xufeng Yao, Su Zheng, Haisheng Zheng, Bei Yu
ChatEDA: A Large Language Model Powered Autonomous Agent for EDA. MLCAD (2023)
Su Zheng, Bei Yu, Martin D. F. Wong
OpenILT: An Open Source Inverse Lithography Technique Framework (Invited Paper). ASICON (2023)
Su Zheng, Lancheng Zou, Peng Xu, Siting Liu, Bei Yu, Martin D. F. Wong
Lay-Net: Grafting Netlist Knowledge on Layout-Based Congestion Prediction. ICCAD (2023)
Shixin Chen, Shanyi Li, Zhen Zhuang, Su Zheng, Zheng Liang, Tsung-Yi Ho, Bei Yu, Alberto L. Sangiovanni-Vincentelli
Floorplet: Performance-aware Floorplan Framework for Chiplet Integration. CoRR (2023)
Su Zheng, Hao Geng, Chen Bai, Bei Yu, Martin D. F. Wong
Boosting VLSI Design Flow Parameter Tuning with Random Embedding and Multi-objective Trust-region Bayesian Optimization. ACM Trans. Design Autom. Electr. Syst. 28 (5) (2023)
Zhuolun He, Haoyuan Wu, Xinyun Zhang, Xufeng Yao, Su Zheng, Haisheng Zheng, Bei Yu
ChatEDA: A Large Language Model Powered Autonomous Agent for EDA. CoRR (2023)
Su Zheng, Haoyu Yang, Binwu Zhu, Bei Yu, Martin D. F. Wong
LithoBench: Benchmarking AI Computational Lithography for Semiconductor Manufacturing. NeurIPS (2023)
Yao Lu, Jide Zhang, Su Zheng, Zhen Li, Lingli Wang
Low Error-Rate Approximate Multiplier Design for DNNs with Hardware-Driven Co-Optimization. CoRR (2022)
Su Zheng, Jiadong Qian, Hao Zhou, Lingli Wang
GRAEBO: FPGA General Routing Architecture Exploration via Bayesian Optimization. FPL (2022)
Su Zheng, Zhen Li, Yao Lu, Jingbo Gao, Jide Zhang, Lingli Wang
HEAM: High-Efficiency Approximate Multiplier optimization for Deep Neural Networks. ISCAS (2022)
Su Zheng, Zhen Li, Yao Lu, Jingbo Gao, Jide Zhang, Lingli Wang
HEAM: High-Efficiency Approximate Multiplier Optimization for Deep Neural Networks. CoRR (2022)
Yao Lu, Jide Zhang, Su Zheng, Zhen Li, Lingli Wang
Low Error-Rate Approximate Multiplier Design for DNNs with Hardware-Driven Co-Optimization. ISCAS (2022)
Zhen Li, Su Zheng, Jide Zhang, Yao Lu, Jingbo Gao, Jun Tao, Lingli Wang
Adaptable Approximate Multiplier Design Based on Input Distribution and Polarity. IEEE Trans. Very Large Scale Integr. Syst. 30 (12) (2022)
Su Zheng, Kaisen Zhang, Yaoguang Tian, Wenbo Yin, Lingli Wang, Xuegong Zhou
FastCGRA: A Modeling, Evaluation, and Exploration Platform for Large-Scale Coarse-Grained Reconfigurable Arrays. FPT (2021)
Su Zheng, Jialin Chen, Lingli Wang
Targeted Black-Box Adversarial Attack Method for Image Classification Models. IJCNN (2019)
Su Zheng, Adrian Bromage, Martin Adam, Stephen A. R. Scrivener
Surprising creativity: a cognitive framework for interactive exhibits designed for children. Creativity & Cognition (2007)