Yibo Lin

Orcid: 0000-0002-0977-2774

According to our database1, Yibo Lin authored at least 148 papers between 2009 and 2024.

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Bibliography

2024
Analytical Die-to-Die 3-D Placement With Bistratal Wirelength Model and GPU Acceleration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2024

Dynamic Supply Noise Aware Timing Analysis With JIT Machine Learning Integration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2024

Imbalanced Large Graph Learning Framework for FPGA Logic Elements Packing Prediction.
IEEE Trans. Circuits Syst. II Express Briefs, April, 2024

LEAPS: Topological-Layout-Adaptable Multi-Die FPGA Placement for Super Long Line Minimization.
IEEE Trans. Circuits Syst. I Regul. Pap., March, 2024

Multielectrostatic FPGA Placement Considering SLICEL-SLICEM Heterogeneity, Clock Feasibility, and Timing Optimization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., February, 2024

LayoutCopilot: An LLM-powered Multi-agent Collaborative Framework for Interactive Analog Layout Design.
CoRR, 2024

EasyACIM: An End-to-End Automated Analog CIM with Synthesizable Architecture and Agile Design Space Exploration.
CoRR, 2024

PDNNet: PDN-Aware GNN-CNN Heterogeneous Network for Dynamic IR Drop Prediction.
CoRR, 2024

Analytical Heterogeneous Die-to-Die 3D Placement with Macros.
CoRR, 2024

The Dawn of AI-Native EDA: Promises and Challenges of Large Circuit Models.
CoRR, 2024

Post-layout simulation driven analog circuit sizing.
Sci. China Inf. Sci., 2024

First Experimental Demonstration of Self-Aligned Flip FET (FFET): A Breakthrough Stacked Transistor Technology with 2.5T Design, Dual-Side Active and Interconnects.
Proceedings of the IEEE Symposium on VLSI Technology and Circuits 2024, 2024

A Parallel Simulation Framework Incorporating Machine Learning-Based Hotspot Detection for Accelerated Power Grid Analysis.
Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024

Multi-Electrostatics Based Placement for Non-Integer Multiple-Height Cells.
Proceedings of the 2024 International Symposium on Physical Design, 2024

IncreMacro: Incremental Macro Placement Refinement.
Proceedings of the 2024 International Symposium on Physical Design, 2024

Routing-aware Legal Hybrid Bonding Terminal Assignment for 3D Face-to-Face Stacked ICs.
Proceedings of the 2024 International Symposium on Physical Design, 2024

CircuitNet 2.0: An Advanced Dataset for Promoting Machine Learning Innovations in Realistic Chip Design Environment.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

An Efficient Task-Parallel Pipeline Programming Framework.
Proceedings of the International Conference on High Performance Computing in Asia-Pacific Region, 2024

Automated Lithography Resolution Enhancement with Deep Learning Enabled Layout Modification during Physical Design Stage.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

SAGERoute 2.0: Hierarchical Analog and Mixed Signal Routing Considering Versatile Routing Scenarios.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Heterogeneous Static Timing Analysis with Advanced Delay Calculator.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023
Accelerating Static Timing Analysis Using CPU-GPU Heterogeneous Parallelism.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

CircuitNet: An Open-Source Dataset for Machine Learning in VLSI CAD Applications With Improved Domain-Specific Evaluation Metric and Learning Strategies.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

AVATAR: An Aging- and Variation-Aware Dynamic Timing Analyzer for Error-Efficient Computing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

A GPU-Accelerated Framework for Path-Based Timing Analysis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

DREAMPlace 4.0: Timing-Driven Placement With Momentum-Based Net Weighting and Lagrangian-Based Refinement.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., October, 2023

DRC-SG 2.0: Efficient Design Rule Checking Script Generation via Key Information Extraction.
ACM Trans. Design Autom. Electr. Syst., September, 2023

FastGR: Global Routing on CPU-GPU With Heterogeneous Task Graph Scheduler.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., July, 2023

Introduction to the Special Issue on Machine Learning for CAD/EDA.
ACM Trans. Design Autom. Electr. Syst., March, 2023

Interactive Analog Layout Editing With Instant Placement and Routing Legalization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2023

Efficient Aging-Aware Standard Cell Library Characterization Based on Sensitivity Analysis.
IEEE Trans. Circuits Syst. II Express Briefs, February, 2023

Analytical Die-to-Die 3D Placement with Bistratal Wirelength Model and GPU Acceleration.
CoRR, 2023

HybridNet: Dual-Branch Fusion of Geometrical and Topological Views for VLSI Congestion Prediction.
CoRR, 2023

Multi-Electrostatic FPGA Placement Considering SLICEL-SLICEM Heterogeneity, Clock Feasibility, and Timing Optimization.
CoRR, 2023

Khronos: Fusing Memory Access for Improved Hardware RTL Simulation.
Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler (Extended Abstract).
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

READ: Reliability-Enhanced Accelerator Dataflow Optimization Using Critical Input Pattern Reduction.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Invited Paper: Accelerating Routability and Timing Optimization with Open-Source AI4EDA Dataset CircuitNet and Heterogeneous Platforms.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Stronger Mixed-Size Placement Backbone Considering Second-Order Information.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

READ: Reliability-Enhanced Accelerator Dataflow Optimization using Critical Input Pattern Reduction.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

SAGERoute: Synergistic Analog Routing Considering Geometric and Electrical Constraints with Manual Design Compatibility.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Mitigating Distribution Shift for Congestion Optimization in Global Placement.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

LRSDP: Low-Rank SDP for Triple Patterning Lithography Layout Decomposition.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

MTL-Designer: An Integrated Flow for Analysis and Synthesis of Microstrip Transmission Line.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Concurrent Sign-off Timing Optimization via Deep Steiner Points Refinement.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

On a Moreau Envelope Wirelength Model for Analytical Global Placement.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

General-Purpose Gate-Level Simulation with Partition-Agnostic Parallelism.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

A Robust FPGA Router with Concurrent Intra-CLB Rerouting.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

MacroRank: Ranking Macro Placement Solutions Leveraging Translation Equivariancy.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

OpenPARF: An Open-Source Placement and Routing Framework for Large-Scale Heterogeneous FPGAs with Deep Learning Toolkit.
Proceedings of the 15th IEEE International Conference on ASIC, 2023

2022
Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System.
IEEE Trans. Parallel Distributed Syst., 2022

MLCAD: A Survey of Research in Machine Learning for CAD Keynote Paper.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

elfPlace: Electrostatics-Based Placement for Large-Scale Heterogeneous FPGAs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Asynchronous Reinforcement Learning Framework and Knowledge Transfer for Net-Order Exploration in Detailed Routing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Adaptive Layout Decomposition With Graph Embedding Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Taskflow: A General-Purpose Parallel and Heterogeneous Task Programming System.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

A Provably Good and Practically Efficient Algorithm for Common Path Pessimism Removal in Large Designs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Towards Machine Learning for Placement and Routing in Chip Design: a Methodological Overview.
CoRR, 2022

Pipeflow: An Efficient Task-Parallel Pipeline Programming Framework using Modern C++.
CoRR, 2022

CircuitNet: an open-source dataset for machine learning applications in electronic design automation (EDA).
Sci. China Inf. Sci., 2022

Efficient Design Rule Checking Script Generation via Key Information Extraction.
Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 2022

A Tale of EDA's Long Tail: Long-Tailed Distribution Learning for Electronic Design Automation.
Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 2022

Concurrent CPU-GPU Task Programming using Modern C++.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

DeePEB: A Neural Partial Differential Equation Solver for Post Exposure Baking Simulation in Lithography.
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

GPU-Accelerated Rectilinear Steiner Tree Generation.
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

EventTimer: Fast and Accurate Event-Based Dynamic Timing Analysis.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

Mixed-Cell-Height Legalization on CPU-GPU Heterogeneous Systems.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

FastGR: Global Routing on CPU-GPU with Heterogeneous Task Graph Scheduler.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

DREAMPlace 4.0: Timing-driven Global Placement with Momentum-based Net Weighting.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

AVATAR: an aging- and variation-aware dynamic timing analyzer for application-based DVAFS.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

LHNN: lattice hypergraph neural network for VLSI congestion prediction.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Multi-electrostatic FPGA placement considering SLICEL-SLICEM heterogeneity and clock feasibility.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

A timing engine inspired graph neural network model for pre-routing slack prediction.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Differentiable-timing-driven global placement.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Efficient Critical Paths Search Algorithm using Mergeable Heap.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

FPGA-Accelerated Maze Routing Kernel for VLSI Designs.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021
DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

OpenMPL: An Open-Source Layout Decomposer.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Cpp-Taskflow: A General-Purpose Parallel Task Programming System at Scale.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

A Novel and Unified Full-Chip CMP Model Aware Dummy Fill Insertion Framework With SQP-Based Optimization Method.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

GAN-SRAF: Subresolution Assist Feature Generation Using Generative Adversarial Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

MAGICAL: An Open- Source Fully Automated Analog IC Layout System from Netlist to GDSII.
IEEE Des. Test, 2021

Asynchronous Multi-Nets Detailed Routing in VLSI using Multi-Agent Reinforcement Learning.
Proceedings of the 7th IEEE International Conference on Network Intelligence and Digital Content, 2021

GPU-accelerated Critical Path Generation with Path Constraints.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

HeteroCPPR: Accelerating Common Path Pessimism Removal with Heterogeneous CPU-GPU Parallelism.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Asynchronous Reinforcement Learning Framework for Net Order Exploration in Detailed Routing.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Global Placement with Deep Learning-Enabled Explicit Routability Optimization.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Towards AQFP-Capable Physical Design Automation.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Ultrafast CPU/GPU Kernels for Density Accumulation in Placement.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

GPU-accelerated Path-based Timing Analysis.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

A Provably Good and Practically Efficient Algorithm for Common Path Pessimism Removal in Large Designs.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Interactive Analog Layout Editing with Instant Placement Legalization.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Deep Learning for Mask Synthesis and Verification: A Survey.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Physical Synthesis for Advanced Neural Network Processors.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Layout Symmetry Annotation for Analog Circuits with Graph Neural Networks.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020
ABCDPlace: Accelerated Batch-Based Concurrent Detailed Placement on Multithreaded CPUs and GPUs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Semisupervised Hotspot Detection With Self-Paced Multitask Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Cpp-Taskflow v2: A General-purpose Parallel and Heterogeneous Task Programming System at Scale.
CoRR, 2020

Powernet: SOI Lateral Power Device Breakdown Prediction With Deep Neural Networks.
IEEE Access, 2020

TEMPO: Fast Mask Topography Effect Modeling with Deep Learning.
Proceedings of the ISPD 2020: International Symposium on Physical Design, Taipei, Taiwan, March 29, 2020

GPU Acceleration in VLSI Back-end Design: Overview and Case Studies.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

GPU-Accelerated Static Timing Analysis.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

DREAMPlace 3.0: Multi-Electrostatics Based Robust VLSI Placement with Region Constraints.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

ReGDS: A Reverse Engineering Framework from GDSII to Gate-level Netlist.
Proceedings of the 2020 IEEE International Symposium on Hardware Oriented Security and Trust, 2020

Adaptive Layout Decomposition with Graph Embedding Neural Networks.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

S<sup>3</sup>DET: Detecting System Symmetry Constraints for Analog Circuits with Graph Similarity.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

High-Definition Routing Congestion Prediction for Large-Scale FPGAs.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019
Data Efficient Lithography Modeling With Transfer Learning and Active Data Selection.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

A Practical Split Manufacturing Framework for Trojan Prevention via Simultaneous Wire Lifting and Cell Insertion.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

Device Layer-Aware Analytical Placement for Analog Circuits.
Proceedings of the 2019 International Symposium on Physical Design, 2019

GeniusRoute: A New Analog Routing Paradigm Using Generative Neural Network Guidance.
Proceedings of the International Conference on Computer-Aided Design, 2019

MAGICAL: Toward Fully Automated Analog IC Layout Leveraging Human and Machine Intelligence: Invited Paper.
Proceedings of the International Conference on Computer-Aided Design, 2019

elfPlace: Electrostatics-based Placement for Large-Scale Heterogeneous FPGAs.
Proceedings of the International Conference on Computer-Aided Design, 2019

Mixed Precision Neural Architecture Search for Energy Efficient Deep Learning.
Proceedings of the International Conference on Computer-Aided Design, 2019

Litho-GPA: Gaussian Process Assurance for Lithography Hotspot Detection.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

LithoGAN: End-to-End Lithography Modeling with Generative Adversarial Networks.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

WellGAN: Generative-Adversarial-Network-Guided Well Generation for Analog/Mixed-Signal Circuit Layout.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

GAN-SRAF: Sub-Resolution Assist Feature Generation Using Conditional Generative Adversarial Networks.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

LithoROC: lithography hotspot detection with explicit ROC optimization.
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

Tackling signal electromigration with learning-based detection and multistage mitigation.
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

Semi-supervised hotspot detection with self-paced multi-task learning.
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

OpenMPL: An Open Source Layout Decomposer: Invited Paper.
Proceedings of the 13th IEEE International Conference on ASIC, 2019

Towards a Theoretical Understanding of Hashing-Based Neural Nets.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018
UTPlaceF 2.0: A High-Performance Clock-Aware FPGA Placement Engine.
ACM Trans. Design Autom. Electr. Syst., 2018

Subresolution Assist Feature Generation With Supervised Data Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

MrDP: Multiple-Row Detailed Placement of Heterogeneous-Sized Cells for Advanced Nodes.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Layout Synthesis for Topological Quantum Circuits With 1-D and 2-D Architectures.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

OpenMPL: An Open Source Layout Decomposer.
CoRR, 2018

Machine Learning for Yield Learning and Optimization.
Proceedings of the IEEE International Test Conference, 2018

Data Efficient Lithography Modeling with Residual Neural Networks and Transfer Learning.
Proceedings of the 2018 International Symposium on Physical Design, 2018

Learning Long Term Dependencies via Fourier Recurrent Units.
Proceedings of the 35th International Conference on Machine Learning, 2018

Layout-dependent aging mitigation for critical path timing.
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

2017
Redundant Local-Loop Insertion for Unidirectional Routing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

Triple Patterning Aware Detailed Placement Toward Zero Cross-Row Middle-of-Line Conflict.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

High Performance Dummy Fill Insertion With Coupling and Uniformity Constraints.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

Stitch aware detailed placement for multiple E-beam lithography.
Integr., 2017

DSAR: DSA aware Routing with Simultaneous DSA Guiding Pattern and Double Patterning Assignment.
Proceedings of the 2017 ACM on International Symposium on Physical Design, 2017

Placement mitigation techniques for power grid electromigration.
Proceedings of the 2017 IEEE/ACM International Symposium on Low Power Electronics and Design, 2017

Patterning Aware Design Optimization of Selective Etching in N5 and Beyond.
Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

Concurrent Pin Access Optimization for Unidirectional Routing.
Proceedings of the 54th Annual Design Automation Conference, 2017

2016
Design for manufacturability and reliability in extreme-scaling VLSI.
Sci. China Inf. Sci., 2016

A novel unified dummy fill insertion framework with SQP-based optimization method.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016

2015
Methodology for Standard Cell Compliance and Detailed Placement for Triple Patterning Lithography.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015

Pushing multiple patterning in sub-10nm: are we ready?
Proceedings of the 52nd Annual Design Automation Conference, 2015

2010
The Daktari: An interactive, multi-media tool for knowledge transfer among poor livestock keepers in Kenya.
Comput. Educ., 2010

2009
Addressing Animal Health Knowledge Gaps in Southern Countries: The Creation of a 2D Animal Health Resource Room.
Electron. J. Inf. Syst. Dev. Ctries., 2009

Creating a mobile-phone based geographic surveillance system for avian influenza.
Proceedings of the 2009 International Conference on Information and Communication Technologies and Development, 2009


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