K. Chakrabarty

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Aliases
K. Chakrabarty, Krishnendu Chakrabarty
Publication record
1,106 papers · 28,990 citations · H-index 78

PAPERS

Defect Analysis and Built-In-Self-Test for Chiplet Interconnects in Fan-out Wafer-Level Packaging*
20252 citationsauthor #3
Low-Overhead Clustered Federated Learning for Personalized Stress Monitoring
20249 citationsauthor #3
Enhanced Built-In Self-Diagnosis and Self-Repair Techniques for Daisy-Chain Design in MEDA Digital Microfluidic Biochips
20234 citationsauthor #4
ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-Aware ReRAM-Based In-Memory Training Systems
20236 citationsauthor #5
Machine Learning-Based Rowhammer Mitigation
202317 citationsauthor #3
Pruning Coherent Integrated Photonic Neural Networks
202316 citationsauthor #4
Learning Malicious Circuits in FPGA Bitstreams
202321 citationsauthor #4
Recent Advances in Testing Techniques for AI Hardware Accelerators
20231 citationsauthor #3
Privacy-preserving Job Scheduler for GPU Sharing
20232 citationsauthor #5
Transferable Graph Neural Network-Based Delay-Fault Localization for Monolithic 3-D ICs
20231 citationsauthor #6
Attacking Memristor-Mapped Graph Neural Network by Inducing Slow-to-Write Errors
20231 citationsauthor #5
Accelerating Graph Neural Network Training on ReRAM-Based PIM Architectures via Graph and Model Pruning
20236 citationsauthor #6
Functional Test Generation for AI Accelerators using Bayesian Optimization∗
20237 citationsauthor #4
Analysis of Optical Loss and Crosstalk Noise in MZI-based Coherent Photonic Neural Networks
202312 citationsauthor #3
Stool Image Analysis for Digital Health Monitoring By Smart Toilets
20236 citationsauthor #7
Securing Heterogeneous 2.5D ICs Against IP Theft through Dynamic Interposer Obfuscation
20238 citationsauthor #5
Detection and Classification of Malicious Bitstreams for FPGAs In Cloud Computing
20231 citationsauthor #2
Built-In Self-Test of High-Density and Realistic ILV Layouts in Monolithic 3-D ICs
20239 citationsauthor #5
Timeline Registration for Electronic Health Records.
20234 citationsauthor #3
Attacking ReRAM-based Architectures using Repeated Writes
20233 citationsauthor #2
Material-level countermeasures for securing microfluidic biochips.
20238 citationsauthor #10
On the Impact of Uncertainties in Silicon-Photonic Neural Networks
20237 citationsauthor #3
Unsupervised Two-Stage Root-Cause Analysis With Transfer Learning for Integrated Systems
20233 citationsauthor #3
Decoding the Encoder
20230 citationsauthor #4
Dynamic Task Remapping for Reliable CNN Training on ReRAM Crossbars
20236 citationsauthor #6
Welcome Message from the Chairs
20230 citationsauthor #2
Diagnosis of Malicious Bitstreams in Cloud Computing FPGAs
20239 citationsauthor #2
Fusion of IoT, AI, Edge–Fog–Cloud, and Blockchain: Challenges, Solutions, and a Case Study in Healthcare and Medicine
202388 citationsauthor #3
Special Session: Using Graph Neural Networks for Tier-Level Fault Localization in Monolithic 3D ICs *
20230 citationsauthor #4
Job Recommendation Service for GPU Sharing in Kubernetes
20230 citationsauthor #5
Test-Point Insertion for Power-Safe Testing of Monolithic 3D ICs using Reinforcement Learning*
20232 citationsauthor #3
Deep Reinforcement Learning-Based Approach for Efficient and Reliable Droplet Routing on MEDA Biochips
20237 citationsauthor #5
Criticality Analysis of Ring Oscillators in FPGA Bitstreams *
20232 citationsauthor #2
ReaLPrune: ReRAM Crossbar-Aware Lottery Ticket Pruning for CNNs
20239 citationsauthor #4
Hardware-Supported Patching of Security Bugs in Hardware IP Blocks
202310 citationsauthor #5
Silicon Photonic Neural Network Accelerators: Opportunities and Challenges
20230 citationsauthor #3
Session details: Special Session: Making ML Reliable: From Devices to Systems to Software
20220 citationsauthor #1
Graph Neural Network-based Delay-Fault Localization for Monolithic 3D ICs
202210 citationsauthor #4
Efficient Identification of Critical Faults in Memristor-Based Inferencing Accelerators
202211 citationsauthor #2
Runtime Malware Detection Using Embedded Trace Buffers
20229 citationsauthor #3
Probabilistic Fault Grading for AI Accelerators using Neural Twins
20223 citationsauthor #3
Machine Learning for Test, Diagnosis, Post-Silicon Validation and Yield Optimization
20224 citationsauthor #2
Machine Learning for Testing Machine-Learning Hardware: A Virtuous Cycle∗
20221 citationsauthor #3
Special Session: Fault Criticality Assessment in AI Accelerators
20225 citationsauthor #3
Deep Neural Network Piration without Accuracy Loss
20221 citationsauthor #6
Semi-Supervised Root-Cause Analysis with Co-Training for Integrated Systems
20224 citationsauthor #3
Fault Diagnosis for Resistive Random-Access Memory and Monolithic Inter-tier Vias in Monolithic 3D Integration
20225 citationsauthor #4
Structural Test Generation for AI Accelerators using Neural Twins
20220 citationsauthor #3
Mixing Models as Integer Factorization: A Key to Sample Preparation With Microfluidic Biochips
202211 citationsauthor #5
Automatic Structural Test Generation for Analog Circuits using Neural Twins
20229 citationsauthor #4
Sensor-based evaluation of a Urine Trap toilet in a shared bathroom
20222 citationsauthor #6
Enhanced fluorescent detection of nucleosomes using functionalized magnetic beads on a digital microfluidic device
20220 citationsauthor #7
Characterization and Optimization of Coherent MZI-Based Nanophotonic Neural Networks Under Fabrication Non-Uniformity
202225 citationsauthor #4
Unsupervised Two-Stage Root-Cause Analysis for Integrated Systems
20227 citationsauthor #4
EDAML 2022 Invited Speaker 4: Fault Criticality Assessment in AI Accelerators
20220 citationsauthor #1
Adaptive Droplet Routing for MEDA Biochips via Deep Reinforcement Learning
20228 citationsauthor #3
Online Fault Detection in ReRAM-Based Computing Systems for Inferencing
202211 citationsauthor #2
NoC-enabled 3D Heterogeneous Manycore Systems for Big-Data Applications
20221 citationsauthor #4
Don’t CWEAT It: Toward CWE Analysis Techniques in Early Stages of Hardware Design
202227 citationsauthor #10
A Framework for Automated Correctness Checking of Biochemical Protocol Realizations on Digital Microfluidic Biochips
20220 citationsauthor #3
C-Testing and Efficient Fault Localization for AI Accelerators
202220 citationsauthor #4
Learning to Mitigate Rowhammer Attacks
202222 citationsauthor #3
Formal Synthesis of Adaptive Droplet Routing for MEDA Biochips
20224 citationsauthor #3
Functional Criticality Analysis of Structural Faults in AI Accelerators
202212 citationsauthor #4
Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet
20227 citationsauthor #6
Security of Biochip Cyberphysical Systems
20225 citationsauthor #4
PriRecT: Privacy-preserving Job Recommendation Tool for GPU Sharing
20220 citationsauthor #4
Characterizing Coherent Integrated Photonic Neural Networks Under Imperfections
202224 citationsauthor #3
LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks
202217 citationsauthor #3
TaintLock: Preventing IP Theft through Lightweight Dynamic Scan Encryption using Taint Bits*
202210 citationsauthor #3
High-Throughput Training of Deep CNNs on ReRAM-Based Heterogeneous Architectures via Optimized Normalization Layers
20227 citationsauthor #5
Structural Attacks and Defenses for Flow-Based Microfluidic Biochips
202216 citationsauthor #8
Detection of Malicious FPGA Bitstreams using CNN-Based Learning*
202214 citationsauthor #2
Board-Level Functional Fault Identification Using Streaming Data
202112 citationsauthor #4
How Secure Are Checkpoint-Based Defenses in Digital Microfluidic Biochips?
202111 citationsauthor #4
Power Supply Noise-Aware At-Speed Delay Fault Testing of Monolithic 3-D ICs
20216 citationsauthor #4
Acoustohydrodynamic tweezers via spatial arrangement of streaming vortices
202147 citationsauthor #13
ReGraphX: NoC-enabled 3D Heterogeneous ReRAM Architecture for Training Graph Neural Networks
202126 citationsauthor #5
ParaMitE: Mitigating Parasitic CNFETs in the Presence of Unetched CNTs
20210 citationsauthor #7
Thwarting Bio-IP Theft Through Dummy-Valve-Based Obfuscation
202111 citationsauthor #5
Inexact Silicon Photonics: From Devices to Applications
20212 citationsauthor #5
Adaptive Methods for Machine Learning-Based Testing of Integrated Circuits and Boards
20219 citationsauthor #2
Fault-Criticality Assessment for AI Accelerators using Graph Convolutional Networks
202113 citationsauthor #5
Stool Image Analysis for Precision Health Monitoring by Smart Toilets
20218 citationsauthor #7
Fault Modeling and Efficient Testing of Memristor-Based Memory
202130 citationsauthor #6
ONE FAULT IS ALL IT NEEDS: BREAKING HIGHER-ORDER MASKING WITH PERSISTENT FAULT ANALYSIS
20210 citationsauthor #8
Testing and Fault-Localization Solutions for Monolithic 3D ICs*
20211 citationsauthor #2
A BIST-based Dynamic Obfuscation Scheme for Resilience against Removal and Oracle-guided Attacks*
202110 citationsauthor #6
Acoustoelectronic nanotweezers enable dynamic and large-scale control of nanomaterials
202149 citationsauthor #10
Design Automation and Test Solutions for Monolithic 3D ICs
20218 citationsauthor #6
Supplementary Document: Parallel Droplet Control in MEDA Biochips using Multi-Agent Reinforcement Learning
20210 citationsauthor #5
Efficient Regulation of Synthetic Biocircuits Using Droplet-Aliquot Operations on MEDA Biochips
20212 citationsauthor #4
DARe: DropLayer-Aware Manycore ReRAM architecture for Training Graph Neural Networks
202112 citationsauthor #5
Enhancing the Reliability of MEDA Biochips Using IJTAG and Wear Leveling
202113 citationsauthor #3
Securing SoCs With FPGAs Against Rowhammer Attacks
20216 citationsauthor #4
Black-Box Test-Cost Reduction Based on Bayesian Network Models
202117 citationsauthor #4
Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators
202112 citationsauthor #4
Variation-Aware Delay Fault Testing for Carbon-Nanotube FET Circuits
20216 citationsauthor #4
Access-Time Minimization for the IJTAG Network Using Data Broadcast and Hardware Parallelism
20218 citationsauthor #4
ReaLPrune: ReRAM Crossbar-aware Lottery Ticket Pruned CNNs
20212 citationsauthor #4

TIMELINE

1993 8 citations

1994 30 citations

1995 39 citations

1996 109 citations

1997 57 citations

1998 735 citations

1999 284 citations

2000 571 citations

2001 2,206 citations

2002 2,694 citations

2003 3,579 citations

2004 1,932 citations

2005 1,807 citations

2006 1,215 citations

2007 957 citations

2008 1,139 citations

2009 1,012 citations

2010 1,274 citations

2011 1,003 citations

2012 886 citations

2013 871 citations

2014 762 citations

2015 706 citations

2016 778 citations

2017 859 citations

2018 945 citations

2019 772 citations

2020 547 citations

2021 634 citations

2022 312 citations

2023 276 citations

2024 9 citations

2025 2 citations

Unknown 0 citations

K. Chakrabarty

PROFILE

PAPERS

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