Andrew B. Kahng

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 114

Top Venues

ICCAD

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

ISPD

DATE

Publications

Andrew B. Kahng, Bodhisatta Pramanik, Mingyu Woo
A Hybrid ECO Detailed Placement Flow for Improved Reduction of Dynamic IR Drop. ACM Great Lakes Symposium on VLSI (2024)
Vidya A. Chhabria, Wenjing Jiang, Andrew B. Kahng, Rongjian Liang, Haoxing Ren, Sachin S. Sapatnekar, Bing-Yue Wu
OpenROAD and CircuitOps: Infrastructure for ML EDA Research and Education. VTS (2024)
Andrew B. Kahng
Solvers, Engines, Tools and Flows: The Next Wave for AI/ML in Physical Design. ISPD (2024)
Andrew B. Kahng, Ravi Varadarajan, Zhiang Wang
Hier-RTLMP: A Hierarchical Automatic Macro Placer for Large-Scale Complex IP Blocks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (5) (2024)
Andrew B. Kahng, Sayak Kundu, Shreyas Thumathy
Scalable Flip-Flop Clustering Using Divide and Conquer For Capacitated K-Means. ACM Great Lakes Symposium on VLSI (2024)
Suhyeong Choi, Jinwook Jung, Andrew B. Kahng, Minsoo Kim, Chul-Hong Park, Bodhisatta Pramanik, Dooseok Yoon
PROBE3.0: A Systematic Framework for Design-Technology Pathfinding With Improved Design Enablement. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (4) (2024)
Vidya A. Chhabria, Wenjing Jiang, Andrew B. Kahng, Sachin S. Sapatnekar
A Machine Learning Approach to Improving Timing Consistency between Global Route and Detailed Route. ACM Trans. Design Autom. Electr. Syst. 29 (1) (2024)
Andrew B. Kahng, Seokhyeong Kang, Minhyuk Kweon
Improvement of Mixed Track - Height Standard-Cell Placement. DATE (2024)
Andrew B. Kahng
Panel Statement: EDA Needs at Advanced Technology Nodes. ISPD (2024)
Joong-Won Jeon, Andrew B. Kahng, Jaehyun Kang, Jaehwan Kim, Mingyu Woo
SLO-ECO: Single-Line-Open Aware ECO Detailed Placement and Detailed Routing Co-Optimization. ISQED (2024)
Ismail Bustany, Andrew B. Kahng, Ioannis Koutis, Bodhisatta Pramanik, Zhiang Wang
K-SpecPart: Supervised Embedding Algorithms and Cut Overlay for Improved Hypergraph Partitioning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (4) (2024)
Andrew B. Kahng, Zhiang Wang
DG-RePlAce: A Dataflow-Driven GPU-Accelerated Analytical Global Placement Framework for Machine Learning Accelerators. CoRR (2024)
Andrew B. Kahng, Arya Mazumdar, Jodi Reeves, Yusu Wang
The TILOS AI Institute: Integrating optimization and AI for chip design, networks, and robotics. AI Mag. 45 (1) (2024)
Andrew B. Kahng, Robert R. Nerem, Yusu Wang, Chien-Yi Yang
NN-Steiner: A Mixed Neural-Algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem. AAAI (2024)
Ismail Bustany, Grigor Gasparyan, Andrew B. Kahng, Ioannis Koutis, Bodhisatta Pramanik, Zhiang Wang
An Open-Source Constraints-Driven General Partitioning Multi-Tool for VLSI Physical Design. ICCAD (2023)
Hadi Esmaeilzadeh, Soroush Ghodrati, Andrew B. Kahng, Sean Kinzer, Susmita Dey Manasi, Sachin S. Sapatnekar, Zhiang Wang
Performance Analysis of DNN Inference/Training with Convolution and non-Convolution Operations. CoRR (2023)
Chung-Kuan Cheng, Chester Holtz, Andrew B. Kahng, Bill Lin, Uday Mallappa
DAGSizer: A Directed Graph Convolutional Network Approach to Discrete Gate Sizing of VLSI Graphs. ACM Trans. Design Autom. Electr. Syst. 28 (4) (2023)
Jiang Hu, Andrew B. Kahng
Invited Paper: The Inevitability of AI Infusion Into Design Closure and Signoff. ICCAD (2023)
Andrew B. Kahng, Robert R. Nerem, Yusu Wang, Chien-Yi Yang
NN-Steiner: A Mixed Neural-algorithmic Approach for the Rectilinear Steiner Minimum Tree Problem. CoRR (2023)
Ismail Bustany, Andrew B. Kahng, Ioannis Koutis, Bodhisatta Pramanik, Zhiang Wang
K-SpecPart: A Supervised Spectral Framework for Multi-Way Hypergraph Partitioning Solution Improvement. CoRR (2023)
Andrew B. Kahng, Ravi Varadarajan, Zhiang Wang
Hier-RTLMP: A Hierarchical Automatic Macro Placer for Large-scale Complex IP Blocks. CoRR (2023)
Ismail Bustany, Grigor Gasparyan, Amit Gupta, Andrew B. Kahng, Meghraj Kalase, Wuxi Li, Bodhisatta Pramanik
The 2023 MLCAD FPGA Macro Placement Benchmark Design Suite and Contest Results. MLCAD (2023)
Andrew B. Kahng, Shreyas Thumathy, Mingyu Woo
An Effective Cost-Skew Tradeoff Heuristic for VLSI Global Routing. ISQED (2023)
Vidya A. Chhabria, Wenjing Jiang, Andrew B. Kahng, Sachin S. Sapatnekar
A Machine Learning Approach to Improving Timing Consistency between Global Route and Detailed Route. CoRR (2023)
Suhyeong Choi, Jinwook Jung, Andrew B. Kahng, Minsoo Kim, Chul-Hong Park, Bodhisatta Pramanik, Dooseok Yoon
PROBE3.0: A Systematic Framework for Design-Technology Pathfinding with Improved Design Enablement. CoRR (2023)
Jinwook Jung, Andrew B. Kahng, Sayak Kundu, Zhiang Wang, Dooseok Yoon
Invited Paper: IEEE CEDA DATC Emerging Foundations in IC Physical Design and MLCAD Research. ICCAD (2023)
Chung-Kuan Cheng, Andrew B. Kahng, Sayak Kundu, Yucheng Wang, Zhiang Wang
Assessment of Reinforcement Learning for Macro Placement. ISPD (2023)
Chung-Kuan Cheng, Andrew B. Kahng, Bill Lin, Yucheng Wang, Dooseok Yoon
Gear-Ratio-Aware Standard Cell Layout Framework for DTCO Exploration. SLIP (2023)
Andrew B. Kahng
Machine Learning for CAD/EDA: The Road Ahead. IEEE Des. Test 40 (1) (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)
Chung-Kuan Cheng, Andrew B. Kahng, Sayak Kundu, Yucheng Wang, Zhiang Wang
Assessment of Reinforcement Learning for Macro Placement. CoRR (2023)
Ismail Bustany, Andrew B. Kahng, Ioannis Koutis, Bodhisatta Pramanik, Zhiang Wang
SpecPart: A Supervised Spectral Framework for Hypergraph Partitioning Solution Improvement. ICCAD (2022)
Andrew B. Kahng
A Mixed Open-Source and Proprietary EDA Commons for Education and Prototyping. ICCAD (2022)
Andrew B. Kahng, Jian Kuang, Wen-Hao Liu, Bangqi Xu
In-Route Pin Access-Driven Placement Refinement for Improved Detailed Routing Convergence. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (3) (2022)
Andrew B. Kahng
AI/ML, Optimization and EDA in the TILOS AI Research Institute. ACM Great Lakes Symposium on VLSI (2022)
Andrew B. Kahng, Lutong Wang, Bangqi Xu
TritonRoute-WXL: The Open-Source Router With Integrated DRC Engine. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (4) (2022)
Chung-Kuan Cheng, Andrew B. Kahng, Hayoung Kim, Minsoo Kim, Daeyeal Lee, Dongwon Park, Mingyu Woo
PROBE2.0: A Systematic Framework for Routability Assessment From Technology to Design in Advanced Nodes. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (5) (2022)
Andrew B. Kahng
Leveling Up: A Trajectory of OpenROAD, TILOS and Beyond. ISPD (2022)
Jinwook Jung, Andrew B. Kahng, Ravi Varadarajan, Zhiang Wang
IEEE CEDA DATC: Expanding Research Foundations for IC Physical Design and ML-Enabled EDA. ICCAD (2022)
Vidya A. Chhabria, Wenjing Jiang, Andrew B. Kahng, Sachin S. Sapatnekar
From Global Route to Detailed Route: ML for Fast and Accurate Wire Parasitics and Timing Prediction. MLCAD (2022)
Andrew B. Kahng, Minsoo Kim, Seungwon Kim, Mingyu Woo
RosettaStone: Connecting the Past, Present, and Future of Physical Design Research. IEEE Des. Test 39 (5) (2022)
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)
Andrew B. Kahng, Ravi Varadarajan, Zhiang Wang
RTL-MP: Toward Practical, Human-Quality Chip Planning and Macro Placement. ISPD (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)
Chung-Kuan Cheng, Andrew B. Kahng, Ilgweon Kang, Minsoo Kim, Daeyeal Lee, Bill Lin, Dongwon Park, Mingyu Woo
CoRe-ECO: Concurrent Refinement of Detailed Place-and-Route for an Efficient ECO Automation. ICCD (2021)
Jianli Chen, Iris Hui-Ru Jiang, Jinwook Jung, Andrew B. Kahng, Seungwon Kim, Victor N. Kravets, Yih-Lang Li, Ravi Varadarajan, Mingyu Woo
DATC RDF-2021: Design Flow and Beyond ICCAD Special Session Paper. ICCAD (2021)
Andrew B. Kahng, Lutong Wang, Bangqi Xu
TritonRoute: The Open-Source Detailed Router. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (3) (2021)
Andrew B. Kahng
Advancing Placement. ISPD (2021)
Andrew B. Kahng, Seokhyeong Kang, Seungwon Kim, Bangqi Xu
Enhanced Power Delivery Pathfinding for Emerging 3-D Integration Technology. IEEE Trans. Very Large Scale Integr. Syst. 29 (4) (2021)
Jinwook Jung, Andrew B. Kahng, Seungwon Kim, Ravi Varadarajan
METRICS2.1 and Flow Tuning in the IEEE CEDA Robust Design Flow and OpenROAD ICCAD Special Session Paper. ICCAD (2021)
Jianli Chen, Iris Hui-Ru Jiang, Jinwook Jung, Andrew B. Kahng, Victor N. Kravets, Yih-Lang Li, Shih-Ting Lin, Mingyu Woo
DATC RDF-2020: Strengthening the Foundation for Academic Research in IC Physical Design. ICCAD (2020)
Mateus Fogaça, Andrew B. Kahng, Eder Monteiro, Ricardo Reis, Lutong Wang, Mingyu Woo
On the superiority of modularity-based clustering for determining placement-relevant clusters. Integr. 74 (2020)
Andrew B. Kahng
MLCAD Today and Tomorrow: Learning, Optimization and Scaling. MLCAD (2020)
Andrew B. Kahng
Open-Source EDA: If We Build It, Who Will Come? VLSI-SOC (2020)
Abdelrahman Hosny, Andrew B. Kahng
Tutorial: Open-Source EDA and Machine Learning for IC Design: A Live Update. VLSI Design (2020)
Andrew B. Kahng, Lutong Wang, Bangqi Xu
The Tao of PAO: Anatomy of a Pin Access Oracle for Detailed Routing. DAC (2020)
Hamed Fatemi, Andrew B. Kahng, Hyein Lee, José Pineda de Gyvez
Heuristic Methods for Fine-Grain Exploitation of FDSOI. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Vidya A. Chhabria, Andrew B. Kahng, Minsoo Kim, Uday Mallappa, Sachin S. Sapatnekar, Bangqi Xu
Template-based PDN Synthesis in Floorplan and Placement Using Classifier and CNN Techniques. ASP-DAC (2020)
Tuck-Boon Chan, Andrew B. Kahng, Mingyu Woo
Revisiting inherent noise floors for interconnect prediction. SLIP (2020)
Ayse K. Coskun, Furkan Eris, Ajay Joshi, Andrew B. Kahng, Yenai Ma, Aditya Narayan, Vaishnav Srinivas
Cross-Layer Co-Optimization of Network Design and Chiplet Placement in 2.5-D Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Kwangsoo Han, Andrew B. Kahng, Jiajia Li
Optimal Generalized H-Tree Topology and Buffering for High-Performance and Low-Power Clock Distribution. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (2) (2020)
Hamed Fatemi, Andrew B. Kahng, Minsoo Kim, José Pineda de Gyvez
-active dynamic power. SLIP (2020)
Chung-Kuan Cheng, Andrew B. Kahng, Ilgweon Kang, Lutong Wang
RePlAce: Advancing Solution Quality and Routability Validation in Global Placement. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (9) (2019)
Chia-Tung Ho, Andrew B. Kahng
IncPIRD: Fast Learning-Based Prediction of Incremental IR Drop. ICCAD (2019)
Andrew B. Kahng, Uday Mallappa, Lawrence K. Saul, Shangyuan Tong
"Unobserved Corner" Prediction: Reducing Timing Analysis Effort for Faster Design Convergence in Advanced-Node Design. DATE (2019)
Sun ik Heo, Andrew B. Kahng, Minsoo Kim, Lutong Wang, Chutong Yang
Detailed Placement for IR Drop Mitigation by Power Staple Insertion in Sub-10nm VLSI. DATE (2019)
Sun ik Heo, Andrew B. Kahng, Minsoo Kim, Lutong Wang
Diffusion break-aware leakage power optimization and detailed placement in sub-10nm VLSI. ASP-DAC (2019)
Hamed Fatemi, Andrew B. Kahng, Hyein Lee, Jiajia Li, José Pineda de Gyvez
Enhancing sensitivity-based power reduction for an industry IC design context. Integr. 66 (2019)
Jianli Chen, Iris Hui-Ru Jiang, Jinwook Jung, Andrew B. Kahng, Victor N. Kravets, Yih-Lang Li, Shih-Ting Lin, Mingyu Woo
DATC RDF-2019: Towards a Complete Academic Reference Design Flow. ICCAD (2019)
Andrew B. Kahng
Looking Into the Mirror of Open Source: Invited Paper. ICCAD (2019)
Mateus Fogaça, Andrew B. Kahng, Ricardo Reis, Lutong Wang
Finding placement-relevant clusters with fast modularity-based clustering. ASP-DAC (2019)
Andrew B. Kahng, Seokhyeong Kang, Seungwon Kim, Kambiz Samadi, Bangqi Xu
Power Delivery Pathfinding for Emerging Die-to-Wafer Integration Technology. DATE (2019)
Yi Cao, Andrew B. Kahng, Joseph Li, Abinash Roy, Vaishnav Srinivas, Bangqi Xu
Learning-based prediction of package power delivery network quality. ASP-DAC (2019)
Tutu Ajayi, Vidya A. Chhabria, Mateus Fogaça, Soheil Hashemi, Abdelrahman Hosny, Andrew B. Kahng, Minsoo Kim, Jeongsup Lee, Uday Mallappa, Marina Neseem, Geraldo Pradipta, Sherief Reda, Mehdi Saligane, Sachin S. Sapatnekar, Carl Sechen, Mohamed Shalan, William Swartz, Lutong Wang, Zhehong Wang, Mingyu Woo, Bangqi Xu
Toward an Open-Source Digital Flow: First Learnings from the OpenROAD Project. DAC (2019)
Changho Han, Andrew B. Kahng, Lutong Wang, Bangqi Xu
Enhanced Optimal Multi-Row Detailed Placement for Neighbor Diffusion Effect Mitigation in Sub-10 nm VLSI. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (9) (2019)
Andrew B. Kahng
Influence of Professor T. C. Hu's Works on Fundamental Approaches in Layout. ISPD (2018)
Ayse K. Coskun, Furkan Eris, Ajay Joshi, Andrew B. Kahng, Yenai Ma, Vaishnav Srinivas
A cross-layer methodology for design and optimization of networks in 2.5D systems. ICCAD (2018)
Andrew B. Kahng, Lutong Wang, Bangqi Xu
TritonRoute: an initial detailed router for advanced VLSI technologies. ICCAD (2018)
Jiang Xu, Yuichi Nakamura, Andrew B. Kahng
Silicon Photonics for Computing Systems. ACM J. Emerg. Technol. Comput. Syst. 14 (2) (2018)
Andrew B. Kahng
New directions for learning-based IC design tools and methodologies. ASP-DAC (2018)
Andrew B. Kahng
Reducing time and effort in IC implementation: a roadmap of challenges and solutions. DAC (2018)
Andrew B. Kahng, Uday Mallappa, Lawrence K. Saul
Using Machine Learning to Predict Path-Based Slack from Graph-Based Timing Analysis. ICCD (2018)
Sorin Dobre, Andrew B. Kahng, Jiajia Li
Design Implementation With Noninteger Multiple-Height Cells for Improved Design Quality in Advanced Nodes. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (4) (2018)
Andrew B. Kahng, Christopher Moyes, Sriram Venkatesh, Lutong Wang
Wot the L: Analysis of Real versus Random Placed Nets, and Implications for Steiner Tree Heuristics. ISPD (2018)
Kwangsoo Han, Andrew B. Kahng, Christopher Moyes, Alex Zelikovsky
A study of optimal cost-skew tradeoff and remaining suboptimality in interconnect tree constructions. SLIP@DAC (2018)
Andrew B. Kahng
Machine Learning Applications in Physical Design: Recent Results and Directions. ISPD (2018)
Charles J. Alpert, Wing-Kai Chow, Kwangsoo Han, Andrew B. Kahng, Zhuo Li, Derong Liu, Sriram Venkatesh
Prim-Dijkstra Revisited: Achieving Superior Timing-driven Routing Trees. ISPD (2018)
Furkan Eris, Ajay Joshi, Andrew B. Kahng, Yenai Ma, Saiful A. Mojumder, Tiansheng Zhang
Leveraging thermally-aware chiplet organization in 2.5D systems to reclaim dark silicon. DATE (2018)
Chung-Kuan Cheng, T. C. Hu, Andrew B. Kahng
Theory and Algorithms of Physical Design. ISPD (2018)
Alex Kahng, Andrew B. Kahng, Hyein Lee, Jiajia Li
PROBE: A Placement, Routing, Back-End-of-Line Measurement Utility. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (7) (2018)
José L. Abellán, Ayse K. Coskun, Anjun Gu, Warren Jin, Ajay Joshi, Andrew B. Kahng, Jonathan Klamkin, Cristian Morales, John Recchio, Vaishnav Srinivas, Tiansheng Zhang
Adaptive Tuning of Photonic Devices in a Photonic NoC Through Dynamic Workload Allocation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (5) (2017)
Wei-Ting Jonas Chan, Pei-Hsin Ho, Andrew B. Kahng, Prashant Saxena
Routability Optimization for Industrial Designs at Sub-14nm Process Nodes Using Machine Learning. ISPD (2017)
Tuck-Boon Chan, Wei-Ting Jonas Chan, Andrew B. Kahng
ILP-Based Identification of Redundant Logic Insertions for Opportunistic Yield Improvement during Early Process Learning. ICCD (2017)
Kristof Blutman, Hamed Fatemi, Andrew B. Kahng, Ajay Kapoor, Jiajia Li, José Pineda de Gyvez
Floorplan and placement methodology for improved energy reduction in stacked power-domain design. ASP-DAC (2017)
Farshad Firouzi, Bahar J. Farahani, Andrew B. Kahng, Jan M. Rabaey, Natasha Balac
Guest Editorial: Alternative Computing and Machine Learning for Internet of Things. IEEE Trans. Very Large Scale Integr. Syst. 25 (10) (2017)
Armin Alaghi, Wei-Ting Jonas Chan, John P. Hayes, Andrew B. Kahng, Jiajia Li
Trading Accuracy for Energy in Stochastic Circuit Design. ACM J. Emerg. Technol. Comput. Syst. 13 (3) (2017)
Rajeev Balasubramonian, Andrew B. Kahng, Naveen Muralimanohar, Ali Shafiee, Vaishnav Srinivas
CACTI 7: New Tools for Interconnect Exploration in Innovative Off-Chip Memories. ACM Trans. Archit. Code Optim. 14 (2) (2017)
Prabhav Agrawal, Mike Broxterman, Biswadeep Chatterjee, Patrick Cuevas, Kathy H. Hayashi, Andrew B. Kahng, Pranay K. Myana, Siddhartha Nath
Optimal Scheduling and Allocation for IC Design Management and Cost Reduction. ACM Trans. Design Autom. Electr. Syst. 22 (4) (2017)
Wei-Ting Jonas Chan, Andrew B. Kahng, Jiajia Li
Revisiting 3DIC benefit with multiple tiers. Integr. 58 (2017)
Tuck-Boon Chan, Puneet Gupta, Kwangsoo Han, Abde Ali Kagalwalla, Andrew B. Kahng
Benchmarking of Mask Fracturing Heuristics. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (1) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andrew B. Kahng