Bentian Jiang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Attention Mechanism

Reinforcement Learning

Top Venues

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

Publications

Lixin Liu, Tianji Liu, Bentian Jiang, Evangeline F. Y. Young
Parmesan: Efficient Partitioning and Mapping Flow for DNN Training on General Device Topology. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (8) (2024)
Bentian Jiang, Xinshi Zang, Martin D. F. Wong, Evangeline F. Y. Young
Exploring Rule-Free Layout Decomposition via Deep Reinforcement Learning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (9) (2023)
Jinwei Liu, Xiaopeng Zhang, Shiju Lin, Xinshi Zang, Jingsong Chen, Bentian Jiang, Martin D. F. Wong, Evangeline F. Y. Young
Partition and place finite element model on wafer-scale engine. DAC (2022)
Bentian Jiang, Lixin Liu, Yuzhe Ma, Bei Yu, Evangeline F. Y. Young
Neural-ILT 2.0: Migrating ILT to Domain-Specific and Multitask-Enabled Neural Network. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (8) (2022)
Bentian Jiang, Jingsong Chen, Jinwei Liu, Lixin Liu, Fangzhou Wang, Xiaopeng Zhang, Evangeline F. Y. Young
CU.POKer: Placing DNNs on WSE With Optimal Kernel Sizing and Efficient Protocol Optimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Qijing Wang, Bentian Jiang, Martin D. F. Wong, Evangeline F. Y. Young
A2-ILT: GPU accelerated ILT with spatial attention mechanism. DAC (2022)
Bentian Jiang, Xiaopeng Zhang, Lixin Liu, Evangeline F. Y. Young
Building up End-to-end Mask Optimization Framework with Self-training. ISPD (2021)
Bentian Jiang, Lixin Liu, Yuzhe Ma, Hang Zhang, Bei Yu, Evangeline F. Y. Young
Neural-ILT: Migrating ILT to Neural Networks for Mask Printability and Complexity Co-optimization. ICCAD (2020)
Bentian Jiang, Jingsong Chen, Jinwei Liu, Lixin Liu, Fangzhou Wang, Xiaopeng Zhang, Evangeline F. Y. Young
CU.POKer: Placing DNNs on Wafer-Scale Al Accelerator with Optimal Kernel Sizing. ICCAD (2020)
Haocheng Li, Gengjie Chen, Bentian Jiang, Jingsong Chen, Evangeline F. Y. Young
Dr. CU 2.0: A Scalable Detailed Routing Framework with Correct-by-Construction Design Rule Satisfaction. ICCAD (2019)
Bentian Jiang, Xiaopeng Zhang, Ran Chen, Gengjie Chen, Peishan Tu, Wei Li, Evangeline F. Y. Young, Bei Yu
FIT: Fill Insertion Considering Timing. DAC (2019)
Bentian Jiang, Hang Zhang, Jinglei Yang, Evangeline F. Y. Young
A fast machine learning-based mask printability predictor for OPC acceleration. ASP-DAC (2019)
Gengjie Chen, Chak-Wa Pui, Haocheng Li, Jingsong Chen, Bentian Jiang, Evangeline F. Y. Young
Detailed routing by sparse grid graph and minimum-area-captured path search. ASP-DAC (2019)