OOIR: Observatory of International Research

Papers

(The TQCC of ACM Transactions on Design Automation of Electronic Systems is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-06-01 to 2026-06-01.)

Article	Citations
Layout Synthesis for Quantum Circuits Considering Toffoli Gate Decomposition	170
Reduced On-chip Storage of Seeds for Built-in Test Generation	40
Multi-Row Guiding Template Design for Lamellar Directed Self-Assembly with Self-Aligned Via Process	39
Exploring Large Language Models for Hierarchical Hardware Circuit and Testbench Generation	33
InterAxNN: Reconfigurable and Approximate in-Memory Processing Accelerator for Ultra-Low-Power Binary Neural Network Inference in Intermittently Powered Systems	32
Introduction to the Special Issue on Machine Learning for CAD, Part I	29
DNA: DC Nodal Analysis Attack for Evaluation of Analog Obfuscation Techniques	25
ARDiS: A Portable and Unified Resource Management Framework in Real Hardware Systems	25
Scalable Yield Analysis of SRAM and Analog Circuits Using Multi-Kernel Sparse Representation	24
IDeSyDe: Systematic Design Space Exploration via Design Space Identification	24
Fast Area Optimization Approach for XNOR/OR-based Fixed Polarity Reed-Muller Logic Circuits based on Multi-strategy Wolf Pack Algorithm	22
A Problem-tailored Adversarial Deep Neural Network-Based Attack Model for Feed-Forward Physical Unclonable Functions	22
Inferencing on Edge Devices: A Time- and Space-aware Co-scheduling Approach	22
DyLDPC: A Dynamic LDPC Code with Variable Correction Capability to Improve Decoding Performance for 3D NAND Flash Memory	19
A Mixed-Criticality Traffic Scheduler with Mitigating Congestion for CAN-to-TSN Gateway	19
PAPlace: Performance-Driven Differentiable Analog Placement	19
A High-Performance Accelerator for Real-Time Super-Resolution on Edge FPGAs	19
Graph Neural Networks for High-Level Synthesis Design Space Exploration	19
EnVector: Encoding using Pattern based Vectors for Energy Efficient Non-Volatile Main Memories	19
C2HLSC: Leveraging Large Language Models to Bridge the Software-to-Hardware Design Gap	18
The Resistance Analysis Attack and Security Enhancement of the IMC LUT Based on the Complementary Resistive Switch Cells	18
STRIVE: Empowering a Low Power Tensor Processing Unit with Fault Detection and Error Resilience	17
DTGx2: Dual Target Diagnostic Test Generation	16
Introduction to the Special Issue on Embedded System Software/Tools	16
Rethinking Logic Rewriting: Technology-Aware Subgraph Matching with Exact Synthesis	15

Component Fault Diagnosability of Hierarchical Cubic Networks	15
Securing Network-on-Chips against Trojan-Induced Packet Duplication Attacks	14
SparGD: A Sparse GEMM Accelerator with Dynamic Dataflow	14
ParSCo: Performance-Driven Par titioning and S cheduling Co	14
ECO-GNN: Signoff Power Prediction Using Graph Neural Networks with Subgraph Approximation	13
Memory-aware Partitioning, Scheduling, and Floorplanning for Partially Dynamically Reconfigurable Systems	13
A Reliability-Aware Splitting Duty-Cycle Physical Unclonable Function Based on Trade-off Process, Voltage, and Temperature Variations	13
Scheduling Task Graph Applications on Preloaded Shared-Bus based Heterogeneous Platforms	13
Routing-aware Legal Hybrid Bonding Terminal Assignment for 3D Face-to-Face Stacked ICs	13
Towards Generalizable and Efficient Circuit Topology Design: A Graph-Transformer-based Surrogate Model with Curriculum Learning	13
A Tensor Network based Decision Diagram for Representation of Quantum Circuits	13
Interactive Visual Performance Space Exploration of Operational Amplifiers with Differentiable Neural Network Surrogate Models	12
Enhanced TransUNet Framework for Predicting Static IR Drop and Chip Routability	12
The Simply-V Framework: An Extensible RISC-V Reconfigurable Soft-SoC for Open Research and Fast Prototyping	12
Context-aware Data Augmentation for Hardware Code Fault localization	12
Harnessing Machine Learning in Dynamic Thermal Management in Embedded CPU-GPU Platforms	12
Non-Preemptive Scheduling of Periodic Tasks with Data Dependencies in Heterogeneous Multiprocessor Embedded Systems	11
Thermal Attack on RO-PUFs: The Cases of Bulk 65 nm and FDSOI 28 nm	11
VeriGen: A Large Language Model for Verilog Code Generation	11
Enhanced Real-time Scheduling of AVB Flows in Time-Sensitive Networking	11
MCMC-Escape: Multi-Capacity Ordered Escape Routing Based on Monte-Carlo Tree Search	11
EDA-Copilot: A RAG-Powered Intelligent Assistant for EDA Tools	10
RADI: A High-Performance Reconfigurable Array-Based Accelerator for DNN Implementations	10
Optimal Model Partitioning with Low-Overhead Profiling on the PIM-based Platform for Deep Learning Inference	10
A Novel Architecture Design for Output Significance Aligned Flow with Adaptive Control in ReRAM-based Neural Network Accelerator	10
Optimal Pattern Retargeting in IEEE 1687 Networks: A SAT-based Upper-Bound Computation	10
You Only Need Non-Hotspot: An Unsupervised Training-Free Method for Layout Hotspot Detection	10
Programmable In-memory Computing Circuit of Fast Hartley Transform	10
Dynamic Per-Flow Queues in Shared Buffer TSN Switches	10
AI4DSE: Leveraging Dynamic Graph Neural Networks and Large Language Models for Optimizing High-Level Synthesis Design Space Exploration	10
RedPIM: An Efficient PIM Accelerator Design with Reduced Analog-to-Digital Conversions	9
ThRIve: Thermally Robust CNN Inference via Low-Rank Adaptation in Heterogeneous PIM Architectures	9
AiTPO: KAN-UNet Heterogeneous Network for Timing Prediction and Optimization at Global Routing	9
Boosting VLSI Design Flow Parameter Tuning with Random Embedding and Multi-objective Trust-region Bayesian Optimization	9
An Efficient Reinforcement Learning Based Framework for Exploring Logic Synthesis	9
Multicycle Tests with Compressed Primary Input Sequences and an Extended Primary Input Scan Chain	9
Corrigendum: A data-centric chip design agent framework for Verilog code generation	9
LHS: LLM Assisted Efficient High-level Synthesis of Deep Learning Tasks	9
Online Synthesis of MEDA Biochips with Area and Reliability-Aware Module Placement using Chamber-Less Virtual Topology	9
A Survey of Machine Learning Approaches in Logic Synthesis	9
Poor Man’s Training on MCUs: A Memory-Efficient Quantized Back-Propagation-Free Approach	9
ChipletPart: Cost-Aware Partitioning for 2.5D Systems	9
Multi-channel TRNG based on Scalable Cascaded Full Feedback Ring Oscillator	8
A Canonical Test Representation for Verification of Shared-Memory Behavior in Multiprocessor Systems	8
A Hybrid Reinforcement Learning Framework for Efficient Physical Design Parameter Tuning	8
LLM-assisted Bug Identification and Correction for Verilog HDL	8
Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings	8
FPGA Routing Congestion Prediction via Graph Learning-Aided Conditional GAN	8
Real-time Blood Pressure Prediction on Wearables with Edge-Based DNNs: A Co-Design Approach	8
A Heterogeneous Chiplet Architecture for Accelerating End-to-End Transformer Models	8

Training PPA Models for Embedded Memories on a Low-data Diet	8
Detecting Adversarial Examples Utilizing Pixel Value Diversity	8
MFIT : Multi-FIdelity Thermal Modeling for 2.5D and 3D Multi-Chiplet Architectures	8
Optimal Mixed-Cell-Height Detailed Placement with Discrete Spacing Costs	7
ARIANNA: An Automatic Design Flow for Fabric Customization and eFPGA Redaction	7
An Open-Source ML-Based Full-Stack Optimization Framework for Machine Learning Accelerators	7
Design Automation Techniques for Microfluidic Fully Programmable Valve Array Biochips: A Systematic Survey	7
TriHOT: Triangular and Hexagonal Norm Based Timing-Driven Optical Routing with Wavelength Division Multiplexing	7
A Survey on Approximate Multiplier Designs for Energy Efficiency: From Algorithms to Circuits	7
VelKoz: Generating Accelerators for Rigid-Flexible Robots through Domain Specific High-level Synthesis	7
Mitigating Memory Wall Effects in CNN Engines with On-the-Fly Weights Generation	7
MapTune: Versatile ASIC Technology Mapping via Reinforcement Learning Guided Library Tuning	7
RL-MUL 2.0: Multiplier Design Optimization with Parallel Deep Reinforcement Learning and Space Reduction	7
FLAG: F inding L ine A nomalies (in RTL code) with	7
A Scenario-Based DVFS-Aware Hybrid Application Mapping Methodology for MPSoCs	7
NeuroCool: Dynamic Thermal Management of 3D DRAM for Deep Neural Networks through Customized Prefetching	7
GANDSE: Generative Adversarial Network-based Design Space Exploration for Neural Network Accelerator Design	7
DeepVerifier: Learning to Update Test Sequences for Coverage-Guided Verification	7
GenPart 2.0: Enhanced Hypergraph Partitioning with Vertex Weight Handling using a Generative Model	6
DPTM: An Adaptive Scheduler Design Utilizing Timeslot Matching and Release Methods for Concurrent and Multi-task Interleaved Pipelining-oriented CGRA	6
Deep Reinforcement Learning-Based Resource Allocation with Enhanced Perception and Low-Latency for Autonomous Driving in ISAC-aided VEC	6
PSCaps: High-Performance Pose-Sensitive Layout Hotspot Detector based on CapsNet	6
BOOM-Explorer: RISC-V BOOM Microarchitecture Design Space Exploration	6
A Single Bitline Highly Stable, Low Power With High Speed Half-Select Disturb Free 11T SRAM Cell	6
Learning-based Phase-aware Multi-core CPU Workload Forecasting	6
Runtime Fault Localization in Deep Neural Network Accelerators	6
Interpretable Cross-Corner Timing Prediction Based on XGBoost-SHAP Solution	6
A Soft-Error Mitigation Approach Using Pulse Quenching Enhancement at Detailed Placement for Combinational Circuits	6
Automatic Mapping of the Best-Suited DNN Pruning Schemes for Real-Time Mobile Acceleration	6
Quantum Circuit Transformation: A Monte Carlo Tree Search Framework	6
Fault-Tolerant Cyclic Queuing and Forwarding with Fast ACK in Time-Sensitive Networking	6
Aging Aware Steepening of the Fault Coverage Curve of a Scan Based Transition Fault Test Set	6
Efficient Timing Prediction and Optimization Using Derivable Gradient Boosting Machine Model at Placement Stage	6
MCMCF-Router: Multi-capacity Ordered Escape Routing Algorithms for Grid/Staggered Pin Array	6
Semi-Permanent Stuck-At Fault injection attacks on Elephant and GIFT lightweight ciphers	5
MOEA/D vs. NSGA-II: A Comprehensive Comparison for Multi/Many Objective Analog/RF Circuit Optimization through a Generic Benchmark	5
Multi-Objective Optimization for Safety-Related Available E/E Architectures Scoping Highly Automated Driving Vehicles	5
Efficient and Effective E-graph-based Logic Optimization	5
A High-performance Masking Design Approach for Saber against High-order Side-channel Attack	5
Structurally Secure Obfuscation: Assessing and Mitigating Structural Vulnerabilities in Circuits Obfuscation	5
Support Vector Machine Aided Semi-intelligent Performance Enhancement of CMOS Gate-voltage Bootstrapped Sampling Switch	5
HAPE: Hardware-Aware LLM Pruning For Efficient On-Device Inference Optimization	5
Security Evaluation of State Space Obfuscation of Hardware IP through a Red Team-Blue Team Practice	5
A General Layout Pattern Clustering Using Geometric Matching-based Clip Relocation and Lower-bound Aided Optimization	5
GAN-Place: Advancing Open Source Placers to Commercial-quality Using Generative Adversarial Networks and Transfer Learning	5
Polling-Based Memory Interface	5
Sensor-Aware Data Imputation for Time-Series Machine Learning on Low-Power Wearable Devices	5
Application Mapping and Control-system Design for Microfluidic Biochips with Distributed Channel Storage	5
DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference	5
Scan Chain Watermarking : A Graph Neural Network based approach	5
Breaking The Buffer : Covert Channel Attacks by Overrunning Buffer and Countermeasures	5
FUBOCO: Structure Synthesis of Basic Op-Amps by FUnctional BlOck COmposition	5
Scalable and Accelerated Self-healing Control Circuit Using Evolvable Hardware	5
Bridging Hotspot Detection and Mask Optimization via Domain-Crossing Masked Layout Modeling	4
Machine-learning-driven Architectural Selection of Adders and Multipliers in Logic Synthesis	4
Ultrafast Generative AI by Ultradense 3D Integration: A Case Study on LLM-based Edge Inference	4
SpiceFuzz: LLM-Based Fuzzing for Spice Circuit Simulator Tools Bug Detection	4
Introduction to the Special Issue on Machine Learning for CAD/EDA	4
A Power Optimization Approach for Large-scale RM-TB Dual Logic Circuits Based on an Adaptive Multi-Task Intelligent Algorithm	4
Routability Optimization of Extreme Aspect Ratio Design through Non-uniform Placement Utilization and Selective Flip-flop Stacking	4
A Systematic Mapping Study on SystemC/TLM Modeling Capabilities in New Research Domains	4
High-level Synthesis Directives Design Optimization via Large Language Model	4
A Compact TRNG Design for FPGA Based on the Metastability of RO-driven Shift Registers	4
MAB-BMC: A Formal Verification Enhancer by Harnessing Multiple BMC Engines Together	4
VHMP: A High-efficacy and Parallel Processing Approach for CGRCA Supporting Virtual Heterogeneous Multi-core and Intra-core Multitask Pipeline	4
Hardware-aware Quantization/Mapping Strategies for Compute-in-Memory Accelerators	4
Dynamic Adaptation Using Deep Reinforcement Learning for Digital Microfluidic Biochips	4
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices	4
A Cascaded ReRAM-based Crossbar Architecture for Transformer Neural Network Acceleration	4
LOFMPL: An Open-source Logic Optimization Framework with MFFC-based Hypergraph Partition and Reinforcement Learning for Large Circuits	4
Algorithm-Hardware Co-design for Accelerating Depthwise Separable CNNs	4
Surrogate Lagrangian Relaxation: A Path to Retrain-Free Deep Neural Network Pruning	4
ChatDSE: A Zero-Shot Microarchitecture Design Space Explorer Powered by GPT4.0	4
Precise Learning-to-Rank Bug Localization Using Multi-Feature Fusion for Hardware Code	4
An Improved MCTS Algorithm for Ordered Escape Routing of Differential Pair	4
Efficient Test Chip Design via Smart Computation	4
A Fast and Accurate Single-Event Transient Reliability Analysis of Logic Circuits Using Adaptive Importance Sampling Method	4
Introduction to Special Issue on Large Language Models for Electronic System Design Automation	4
Efficient Attacks on Strong PUFs via Covariance and Boolean Modeling	4