Performance Tuning of Matrix Triple Products Based on Matrix Structure. - Eun-Jin Im; Ismail Bustany; Cleve Ashcraft; James Demmel; Katherine A. Yelick (PARA, 2004)

The nature of optimization problem challenges in physical synthesis. - Ismail Bustany; Igor L. Markov; Martin D. F. Wong (ACC, 2013)

POLAR: placement based on novel rough legalization and refinement. - Tao Lin 007; Chris Chu; Joseph R. Shinnerl; Ismail Bustany; Ivailo Nedelchev (ICCAD, 2013)

ISPD 2014 benchmarks with sub-45nm technology rules for detailed-routing-driven placement. - Vladimir Yutsis; Ismail Bustany; David G. Chinnery; Joseph R. Shinnerl; Wen-Hao Liu 001 (ISPD, 2014)

ISPD 2015 Benchmarks with Fence Regions and Routing Blockages for Detailed-Routing-Driven Placement. - Ismail S. Bustany; David G. Chinnery; Joseph R. Shinnerl; Vladimir Yutsis (ISPD, 2015)

The impact of industry-organized contests on EDA education. - Nima Karimpour Darav; Amin Farshidi; Aysa Fakheri Tabrizi; Emily Marasco; Amir Karbalaei; Andrew A. Kennings; Ismail S. Bustany; Laleh Behjat (MSE, 2015)

POLAR: A High Performance Mixed-Size Wirelengh-Driven Placer With Density Constraints. - Tao Lin 007; Chris C. N. Chu; Joseph R. Shinnerl; Ismail Bustany; Ivailo Nedelchev (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015)

Method of Outer Approximations and Adaptive Approximations for a Class of Matrix Games. - Elijah Polak; Seungho Lee; Ismail Bustany; Akshay Madhan (J. Optim. Theory Appl., 2016)

ICCAD-2017 CAD contest in multi-deck standard cell legalization and benchmarks. - Nima Karimpour Darav; Ismail S. Bustany; Andrew A. Kennings; Ravi Mamidi (ICCAD, 2017)

A Fast, Robust Network Flow-based Standard-Cell Legalization Method for Minimizing Maximum Movement. - Nima Karimpour Darav; Ismail S. Bustany; Andrew A. Kennings; Laleh Behjat (ISPD, 2017)

A machine learning framework to identify detailed routing short violations from a placed netlist. - Aysa Fakheri Tabrizi; Nima Karimpour Darav; Shuchang Xu; Logan Rakai; Ismail Bustany; Andrew A. Kennings; Laleh Behjat (DAC, 2018)

NTUplace4dr: A Detailed-Routing-Driven Placer for Mixed-Size Circuit Designs With Technology and Region Constraints. - Chau-Chin Huang; Hsin-Ying Lee; Bo-Qiao Lin; Sheng-Wei Yang; Chin-Hao Chang; Szu-To Chen; Yao-Wen Chang; Tung-Chieh Chen; Ismail Bustany (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Eh?Legalizer: A High Performance Standard-Cell Legalizer Observing Technology Constraints. - Nima Karimpour Darav; Ismail S. Bustany; Andrew A. Kennings; David T. Westwick; Laleh Behjat (ACM Trans. Design Autom. Electr. Syst., 2018)

Session details: Keynote. - Ismail Bustany (ISPD, 2019)

From Tuning to Learning: Why the FPGA Physical Design Flow Offers a Compelling Case for ML? - Ismail S. Bustany (MLCAD, 2020)

Eh?Predictor: A Deep Learning Framework to Identify Detailed Routing Short Violations From a Placed Netlist. - Aysa Fakheri Tabrizi; Nima Karimpour Darav; Logan Rakai; Ismail Bustany; Andrew A. Kennings; Laleh Behjat (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Still Benchmarking After All These Years. - Ismail S. Bustany; Jinwook Jung; Patrick H. Madden; Natarajan Viswanathan; Stephen Yang (ISPD, 2021)

SpecPart: A Supervised Spectral Framework for Hypergraph Partitioning Solution Improvement. - Ismail Bustany; Andrew B. Kahng; Ioannis Koutis; Bodhisatta Pramanik; Zhiang Wang (ICCAD, 2022)

Machine-Learning Based Delay Prediction for FPGA Technology Mapping. - Hailiang Hu; Jiang Hu; Fan Zhang; Bing Tian; Ismail Bustany (SLIP, 2022)

A Machine Learning Approach for Accelerating SimPL-Based Global Placement for FPGA's. - Tianyi Yu; Nima Karimpour Darav; Ismail Bustany; Mehrdad Eslami Dehkordi (SLIP, 2022)

RL-Ripper: : A Framework for Global Routing Using Reinforcement Learning and Smart Net Ripping Techniques. - Upma Gandhi; Erfan Aghaeekiasaraee; Ismail S. K. Bustany; Payam Mousavi; Matthew E. Taylor; Laleh Behjat (ACM Great Lakes Symposium on VLSI, 2023)

An Open-Source Constraints-Driven General Partitioning Multi-Tool for VLSI Physical Design. - Ismail Bustany; Grigor Gasparyan; Andrew B. Kahng; Ioannis Koutis; Bodhisatta Pramanik; Zhiang Wang (ICCAD, 2023)

The 2023 MLCAD FPGA Macro Placement Benchmark Design Suite and Contest Results. - Ismail Bustany; Grigor Gasparyan; Amit Gupta; Andrew B. Kahng; Meghraj Kalase; Wuxi Li; Bodhisatta Pramanik (MLCAD, 2023)

K-SpecPart: A Supervised Spectral Framework for Multi-Way Hypergraph Partitioning Solution Improvement. - Ismail Bustany; Andrew B. Kahng; Ioannis Koutis; Bodhisatta Pramanik; Zhiang Wang (CoRR, 2023)

Entropy Maximization in Sparse Matrix by Vector Multiplication (maxESpMV). - Paolo D'Alberto; Abhishek Kumar Jain; Ismail Bustany; Henri Fraisse; Mansimran Benipal (CoRR, 2023)

Calibration-Based Differentiable Timing Optimization in Non-linear Global Placement. - Wuxi Li; Yuji Kukimoto; Grégory Servel; Ismail Bustany; Mehrdad E. Dehkordi (ISPD, 2024)

Applying reinforcement learning to learn best net to rip and re-route in global routing. - Upma Gandhi; Erfan Aghaeekiasaraee; Sahir; Payam Mousavi; Ismail S. K. Bustany; Matthew E. Taylor; Laleh Behjat (ACM Trans. Design Autom. Electr. Syst., 2024)

K-SpecPart: Supervised Embedding Algorithms and Cut Overlay for Improved Hypergraph Partitioning. - Ismail Bustany; Andrew B. Kahng; Ioannis Koutis; Bodhisatta Pramanik; Zhiang Wang (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)