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ICCAD 2021: Munich, Germany
- IEEE/ACM International Conference On Computer Aided Design, ICCAD 2021, Munich, Germany, November 1-4, 2021. IEEE 2021, ISBN 978-1-6654-4507-8
- Kangkyu Park, Yunki Han, Lee-Sup Kim:
Deferred Dropout: An Algorithm-Hardware Co-Design DNN Training Method Provisioning Consistent High Activation Sparsity. 1-9 - Jilan Lin, Shuangchen Li, Yufei Ding, Yuan Xie:
Overcoming the Memory Hierarchy Inefficiencies in Graph Processing Applications. 1-9 - Yi-Chen Lu, Siddhartha Nath, Vishal Khandelwal, Sung Kyu Lim:
Doomed Run Prediction in Physical Design by Exploiting Sequential Flow and Graph Learning. 1-9 - Tsun-Ming Tseng
, Meng Lian, Mengchu Li, Philipp Rinklin, Leroy Grob, Bernhard Wolfrum, Ulf Schlichtmann:
Manufacturing Cycle-Time Optimization Using Gaussian Drying Model for Inkjet-Printed Electronics. 1-8 - Andreas Krinke
, Shubham Rai, Akash Kumar, Jens Lienig:
Exploring Physical Synthesis for Circuits based on Emerging Reconfigurable Nanotechnologies. 1-9 - Daniel Manu, Yi Sheng, Junhuan Yang, Jieren Deng, Tong Geng, Ang Li, Caiwen Ding, Weiwen Jiang, Lei Yang:
FL-DISCO: Federated Generative Adversarial Network for Graph-based Molecule Drug Discovery: Special Session Paper. 1-7 - Jai-Ming Lin, Wei-Fan Huang, Yao-Chieh Chen, Yi-Ting Wang, Po-Wen Wang:
DAPA: A Dataflow-Aware Analytical Placement Algorithm for Modern Mixed-Size Circuit Designs. 1-8 - Mengquan Li, Zhongzhi Yu, Yongan Zhang, Yonggan Fu, Yingyan Lin:
O-HAS: Optical Hardware Accelerator Search for Boosting Both Acceleration Performance and Development Speed. 1-9 - Dewen Zeng, John N. Kheir, Peng Zeng, Yiyu Shi:
Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays (Invited Paper). 1-7 - Xiaoxuan Yang
, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Helen Li:
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise. 1-9 - Juzheng Liu, Shiyu Su, Meghna Madhusudan, Mohsen Hassanpourghadi, Samuel Saunders, Qiaochu Zhang
, Rezwan A. Rasul, Yaguang Li, Jiang Hu, Arvind Kumar Sharma, Sachin S. Sapatnekar, Ramesh Harjani, Anthony Levi, Sandeep Gupta, Mike Shuo-Wei Chen:
From Specification to Silicon: Towards Analog/Mixed-Signal Design Automation using Surrogate NN Models with Transfer Learning. 1-9 - Amur Ghose, Vincent Zhang, Yingxue Zhang, Dong Li, Wulong Liu, Mark Coates:
Generalizable Cross-Graph Embedding for GNN-based Congestion Prediction. 1-9 - Jens Lienig, Susann Rothe
, Matthias Thiele, Nikhil Rangarajan, Mohammed Ashraf, Mohammed Nabeel, Hussam Amrouch, Ozgur Sinanoglu, Johann Knechtel:
Toward Security Closure in the Face of Reliability Effects ICCAD Special Session Paper. 1-9 - Sumit K. Mandal, Jie Tong, Raid Ayoub, Michael Kishinevsky, Ahmed Abousamra, Ümit Y. Ogras
:
Theoretical Analysis and Evaluation of NoCs with Weighted Round-Robin Arbitration. 1-9 - 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. 1-7 - Sina Asadi, M. Hassan Najafi, Mohsen Imani:
CORLD: In-Stream Correlation Manipulation for Low-Discrepancy Stochastic Computing. 1-9 - Zhidan Zheng, Mengchu Li, Tsun-Ming Tseng
, Ulf Schlichtmann:
ToPro: A Topology Projector and Waveguide Router for Wavelength-Routed Optical Networks-on-Chip. 1-9 - Elbruz Ozen, Alex Orailoglu:
Evolving Complementary Sparsity Patterns for Hardware-Friendly Inference of Sparse DNNs. 1-8 - Shiqing Li, Di Liu, Weichen Liu:
Optimized Data Reuse via Reordering for Sparse Matrix-Vector Multiplication on FPGAs. 1-9 - Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu:
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). 1-7 - Chen Bai, Qi Sun
, Jianwang Zhai, Yuzhe Ma, Bei Yu, Martin D. F. Wong
:
BOOM-Explorer: RISC-V BOOM Microarchitecture Design Space Exploration Framework. 1-9 - Chao-Yuan Huang, Yi-Chen Chang, Ming-Jer Tsai, Tsung-Yi Ho
:
An Optimal Algorithm for Splitter and Buffer Insertion in Adiabatic Quantum-Flux-Parametron Circuits. 1-8 - Zizheng Guo, Tsung-Wei Huang, Yibo Lin:
HeteroCPPR: Accelerating Common Path Pessimism Removal with Heterogeneous CPU-GPU Parallelism. 1-9 - Ran Chen, Shoubo Hu, Zhitang Chen, Shengyu Zhu, Bei Yu, Pengyun Li, Cheng Chen, Yu Huang, Jianye Hao:
A Unified Framework for Layout Pattern Analysis with Deep Causal Estimation. 1-9 - Hsiao-Yin Tseng, I-Wei Chiu
, Mu-Ting Wu, James Chien-Mo Li:
Machine Learning-Based Test Pattern Generation for Neuromorphic Chips. 1-7 - Kathleen E. Hamilton, Emily Lynn, Vicente Leyton-Ortega, Swarnadeep Majumder, Raphael C. Pooser:
Mode connectivity in the QCBM loss landscape: ICCAD Special Session Paper. 1-9 - Dingcheng Yang, Wenjian Yu, Yuanbo Guo
, Wenjie Liang:
CNN-Cap: Effective Convolutional Neural Network Based Capacitance Models for Full-Chip Parasitic Extraction. 1-9 - Emmanuel Pescosta, Georg Weissenbacher, Florian Zuleger
:
Bounded Model Checking of Speculative Non-Interference. 1-9 - Ming-Liang Wei
, Mikail Yayla, Shu-Yin Ho, Jian-Jia Chen
, Chia-Lin Yang, Hussam Amrouch:
Binarized SNNs: Efficient and Error-Resilient Spiking Neural Networks through Binarization. 1-9 - Guojin Chen, Ziyang Yu, Hongduo Liu, Yuzhe Ma, Bei Yu:
DevelSet: Deep Neural Level Set for Instant Mask Optimization. 1-9 - Nagadastagiri Challapalle, Karthik Swaminathan, Nandhini Chandramoorthy, Vijaykrishnan Narayanan
:
Crossbar based Processing in Memory Accelerator Architecture for Graph Convolutional Networks. 1-9 - Ilya Tuzov
, Pablo Andreu, Laura Medina, Tomás Picornell, Antonio Robles, Pedro López, José Flich
, Carles Hernández:
Improving the Robustness of Redundant Execution with Register File Randomization. 1-9 - Bulbul Ahmed, Fahim Rahman, Nick Hooten, Farimah Farahmandi, Mark M. Tehranipoor:
AutoMap: Automated Mapping of Security Properties Between Different Levels of Abstraction in Design Flow. 1-9 - Di Gao, Grace Li Zhang
, Xunzhao Yin, Bing Li, Ulf Schlichtmann, Cheng Zhuo:
Reliable Memristor-based Neuromorphic Design Using Variation- and Defect-Aware Training. 1-9 - Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur G. Rattew, Yue Sun, Romina Yalovetzky:
Quantum Machine Learning for Finance ICCAD Special Session Paper. 1-9 - Zhiding Liang
, Zhepeng Wang, Junhuan Yang, Lei Yang, Yiyu Shi, Weiwen Jiang:
Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow (Invited Paper). 1-7 - Myeonggu Kang, Hyein Shin, Jaekang Shin, Lee-Sup Kim:
A Framework for Area-efficient Multi-task BERT Execution on ReRAM-based Accelerators. 1-9 - Wenqian Zhao, Qi Sun
, Yang Bai, Wenbo Li
, Haisheng Zheng
, Bei Yu, Martin D. F. Wong
:
A High-Performance Accelerator for Super-Resolution Processing on Embedded GPU. 1-9 - Kazi Asifuzzaman
, Mohamed Abuelala, Mohamed Hassan, Francisco J. Cazorla:
Demystifying the Characteristics of High Bandwidth Memory for Real-Time Systems. 1-9 - Serena Curzel
, Nicolas Bohm Agostini
, Shihao Song, Ismet Dagli, Ankur Limaye
, Cheng Tan, Marco Minutoli
, Vito Giovanni Castellana, Vinay Amatya, Joseph B. Manzano
, Anup Das
, Fabrizio Ferrandi
, Antonino Tumeo:
Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators. 1-7 - Yuyang Wang, Kwang-Ting Cheng
:
Traffic-Adaptive Power Reconfiguration for Energy-Efficient and Energy-Proportional Optical Interconnects. 1-9 - Lilas Alrahis, Satwik Patnaik
, Muhammad Abdullah Hanif, Muhammad Shafique
, Ozgur Sinanoglu:
UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link Prediction. 1-9 - Fangda Zuo, Mengchu Li, Tsun-Ming Tseng
, Tsung-Yi Ho
, Ulf Schlichtmann:
Relative-Scheduling-Based High-Level Synthesis for Flow-Based Microfluidic Biochips. 1-9 - Abdullah Ash-Saki, Aakarshitha Suresh, Rasit Onur Topaloglu
, Swaroop Ghosh:
Split Compilation for Security of Quantum Circuits. 1-7 - Marina Neseem, Sherief Reda:
AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices. 1-9 - Yeseong Kim, Mohsen Imani, Saransh Gupta, Minxuan Zhou, Tajana Simunic Rosing:
Massively Parallel Big Data Classification on a Programmable Processing In-Memory Architecture. 1-9 - Dan Zheng, Xinshi Zang, Martin D. F. Wong
:
TopoPart: a Multi-level Topology-Driven Partitioning Framework for Multi-FPGA Systems. 1-8 - Chen-Chia Chang, Jingyu Pan, Tunhou Zhang, Zhiyao Xie, Jiang Hu, Weiyi Qi, Chung-Wei Lin, Rongjian Liang
, Joydeep Mitra, Elias Fallon, Yiran Chen
:
Automatic Routability Predictor Development Using Neural Architecture Search. 1-9 - Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu
:
Sampling-Based Approximate Logic Synthesis: An Explainable Machine Learning Approach. 1-9 - Hassan Nassar
, Hanna AlZughbi
, Dennis R. E. Gnad, Lars Bauer, Mehdi B. Tahoori, Jörg Henkel:
LoopBreaker: Disabling Interconnects to Mitigate Voltage-Based Attacks in Multi-Tenant FPGAs. 1-9 - Majid Sabbagh, Yunsi Fei, David R. Kaeli:
GPU Overdrive Fault Attacks on Neural Networks. 1-8 - Yang Bai, Xufeng Yao, Qi Sun
, Bei Yu:
AutoGTCO: Graph and Tensor Co-Optimize for Image Recognition with Transformers on GPU. 1-9 - Hussam Amrouch, Jian-Jia Chen
, Kaushik Roy, Yuan Xie, Indranil Chakraborty, Wenqin Huangfu, Ling Liang, Fengbin Tu, Cheng Wang, Mikail Yayla:
Brain-Inspired Computing: Adventure from Beyond CMOS Technologies to Beyond von Neumann Architectures ICCAD Special Session Paper. 1-9 - Zhiqiang Liu
, Wenjian Yu:
pGRASS-Solver: A Parallel Iterative Solver for Scalable Power Grid Analysis Based on Graph Spectral Sparsification. 1-9 - Sebastian Brandhofer, Ilia Polian, Hans Peter Büchler:
Optimal Mapping for Near-Term Quantum Architectures based on Rydberg Atoms. 1-7 - Ourania Spantidi, Georgios Zervakis, Iraklis Anagnostopoulos, Hussam Amrouch, Jörg Henkel:
Positive/Negative Approximate Multipliers for DNN Accelerators. 1-9 - Yen-Chun Fang, Shao-Lun Huang, Chi-An Wu, Chung-Han Chou, Chih-Jen Hsu, WoeiTzy Jong, Kei-Yong Khoo:
2021 CAD Contest Problem A: Functional ECO with Behavioral Change Guidance Invited Paper. 1-6 - Feng Wang, Guangyu Sun, Guojie Luo:
SSR: A Skeleton-based Synthesis Flow for Hybrid Processing-in-RRAM Modes. 1-9 - Mingjie Liu, Xiyuan Tang, Keren Zhu
, Hao Chen, Nan Sun, David Z. Pan:
OpenSAR: An Open Source Automated End-to-end SAR ADC Compiler. 1-9 - Kaveh Shamsi, Yier Jin
:
Circuit Deobfuscation from Power Side-Channels using Pseudo-Boolean SAT. 1-9 - Zhihui Gao, Ang Li, Yunfan Gao, Bing Li, Yu Wang, Yiran Chen
:
FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access System. 1-6 - Sungju Ryu, Youngtaek Oh, Jae-Joon Kim:
Mobileware: A High-Performance MobileNet Accelerator with Channel Stationary Dataflow. 1-9 - Subhajit Dutta Chowdhury
, Kaixin Yang, Pierluigi Nuzzo:
ReIGNN: State Register Identification Using Graph Neural Networks for Circuit Reverse Engineering. 1-9 - Nathaniel Ross Pinckney, Rangharajan Venkatesan, Ben Keller, Brucek Khailany:
IPA: Floorplan-Aware SystemC Interconnect Performance Modeling and Generation for HLS-based SoCs. 1-9 - Shihao Song, M. Lakshmi Varshika, Anup Das
, Nagarajan Kandasamy:
A Design Flow for Mapping Spiking Neural Networks to Many-Core Neuromorphic Hardware. 1-9 - Fuxun Yu, Shawn Bray, Di Wang, Longfei Shangguan, Xulong Tang
, Chenchen Liu, Xiang Chen:
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU. 1-9 - Azat Azamat, Faaiz Asim, Jongeun Lee:
Quarry: Quantization-based ADC Reduction for ReRAM-based Deep Neural Network Accelerators. 1-7 - Weizheng Xu, Ashutosh Pattnaik, Geng Yuan, Yanzhi Wang, Youtao Zhang, Xulong Tang
:
ScaleDNN: Data Movement Aware DNN Training on Multi-GPU. 1-9 - Guannan Guo, Tsung-Wei Huang, Yibo Lin, Martin D. F. Wong
:
GPU-accelerated Critical Path Generation with Path Constraints. 1-9 - He-Teng Zhang, Jie-Hong R. Jiang, Alan Mishchenko:
A Circuit-Based SAT Solver for Logic Synthesis. 1-6 - Elias Trommer, Bernd Waschneck, Akash Kumar
:
dCSR: A Memory-Efficient Sparse Matrix Representation for Parallel Neural Network Inference. 1-9 - Ching-Cheng Wang, Wai-Kei Mak:
A Novel Clock Tree Aware Placement Methodology for Single Flux Quantum (SFQ) Logic Circuits. 1-9 - Jianwang Zhai, Chen Bai, Binwu Zhu, Yici Cai, Qiang Zhou, Bei Yu:
McPAT-Calib: A Microarchitecture Power Modeling Framework for Modern CPUs. 1-9 - Chengyu Zhang
, Minquan Sun, Jianwen Li, Ting Su, Geguang Pu:
Feedback-Guided Circuit Structure Mutation for Testing Hardware Model Checkers. 1-9 - Boyang Zhang, Yang Sui, Lingyi Huang, Siyu Liao, Chunhua Deng, Bo Yuan:
Algorithm and Hardware Co-design for Deep Learning-powered Channel Decoder: A Case Study. 1-6 - Aqeeb Iqbal Arka, Biresh Kumar Joardar, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty:
DARe: DropLayer-Aware Manycore ReRAM architecture for Training Graph Neural Networks. 1-9 - Yoo-Seung Won, Soham Chatterjee, Dirmanto Jap, Arindam Basu
, Shivam Bhasin:
DeepFreeze: Cold Boot Attacks and High Fidelity Model Recovery on Commercial EdgeML Device. 1-9 - Sanmitra Banerjee, Arjun Chaudhuri, Jinwoo Kim, Gauthaman Murali
, Mark Nelson, Sung Kyu Lim, Krishnendu Chakrabarty:
ParaMitE: Mitigating Parasitic CNFETs in the Presence of Unetched CNTs. 1-9 - Kazuo Aoyama, Hiroshi Sawada:
Acceleration Method for Learning Fine-Layered Optical Neural Networks. 1-9 - Yu-Neng Wang, Yun-Rong Luo, Po-Chun Chien
, Ping-Lun Wang, Hao-Ren Wang, Wan-Hsuan Lin
, Jie-Hong Roland Jiang, Chung-Yang (Ric) Huang:
Compatible Equivalence Checking of X-Valued Circuits. 1-9 - Mahabubul Alam, Satwik Kundu, Rasit Onur Topaloglu
, Swaroop Ghosh:
Quantum-Classical Hybrid Machine Learning for Image Classification (ICCAD Special Session Paper). 1-7 - Fangzhou Wang, Lixin Liu
, Jingsong Chen, Jinwei Liu, Xinshi Zang, Martin D. F. Wong
:
Starfish: An Efficient P&R Co-Optimization Engine with A*-based Partial Rerouting. 1-9 - Hao Geng, Fan Yang, Xuan Zeng, Bei Yu:
When Wafer Failure Pattern Classification Meets Few-shot Learning and Self-Supervised Learning. 1-8 - Shouvanik Chakrabarti, Xuchen You, Xiaodi Wu:
ICCAD Special Session Paper: Quantum Variational Methods for Quantum Applications. 1-7 - Weilin Luo, Hai Wan, Hongzhen Zhong, Ou Wei, Biqing Fang, Xiaotong Song:
An Efficient Two-phase Method for Prime Compilation of Non-clausal Boolean Formulae. 1-9 - Ghasem Pasandi, Sreedhar Pratty, David Brown, Yanqing Zhang, Haoxing Ren, Brucek Khailany:
2021 ICCAD CAD Contest Problem C: GPU Accelerated Logic Rewriting. 1-6 - Seungkyu Choi
, Jaekang Shin, Lee-Sup Kim:
A Convergence Monitoring Method for DNN Training of On-Device Task Adaptation. 1-9 - Tsung-Wei Huang, Yu-Guang Chen, Chun-Yao Wang, Takashi Sato
:
Overview of 2021 CAD Contest at ICCAD. 1-3 - Rachmad Vidya Wicaksana Putra
, Muhammad Abdullah Hanif, Muhammad Shafique
:
ReSpawn: Energy-Efficient Fault-Tolerance for Spiking Neural Networks considering Unreliable Memories. 1-9 - Hao Zhang, Weifeng He, Yanan Sun, Mingoo Seok:
An Area-Efficient Scannable In Situ Timing Error Detection Technique Featuring Low Test Overhead for Resilient Circuits. 1-9 - Muhammad Rashedul Haq Rashed
, Sumit Kumar Jha
, Rickard Ewetz
:
Hybrid Analog-Digital In-Memory Computing. 1-9 - Hongwu Peng
, Shiyang Chen
, Zhepeng Wang, Junhuan Yang, Scott A. Weitze, Tong Geng, Ang Li, Jinbo Bi, Minghu Song, Weiwen Jiang, Hang Liu, Caiwen Ding:
Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search (Special Session Paper). 1-7 - Wei Zhao, Dan Feng, Yu Hua, Wei Tong, Jingning Liu, Jie Xu, Chunyan Li, Gaoxiang Xu, Yiran Chen
:
MORE2: Morphable Encryption and Encoding for Secure NVM. 1-8 - Yasasvi V. Peruvemba, Shubham Rai, Kapil Ahuja, Akash Kumar:
RL-Guided Runtime-Constrained Heuristic Exploration for Logic Synthesis. 1-9 - Arman Roohi, MohammadReza Taheri, Shaahin Angizi, Deliang Fan:
RNSiM: Efficient Deep Neural Network Accelerator Using Residue Number Systems. 1-9 - Arvind K. Sharma, Meghna Madhusudan, Steven M. Burns, Soner Yaldiz, Parijat Mukherjee, Ramesh Harjani, Sachin S. Sapatnekar:
Performance-Aware Common-Centroid Placement and Routing of Transistor Arrays in Analog Circuits. 1-9 - W. Rhett Davis
, Paul D. Franzon
, Luis Francisco, Billy Huggins, Rajeev Jain:
Fast and Accurate PPA Modeling with Transfer Learning. 1-8 - Xuanyi Li, Chen Li, Yang Guo, Rachata Ausavarungnirun:
Improving Inter-kernel Data Reuse With CTA-Page Coordination in GPGPU. 1-9 - Osaze Shears, Kangjun Bai
, Lingjia Liu, Yang Yi:
A Hybrid FPGA-ASIC Delayed Feedback Reservoir System to Enable Spectrum Sensing/Sharing for Low Power IoT Devices ICCAD Special Session Paper. 1-9 - Kyeonghyeon Baek
, Taewhan Kim:
Simultaneous Transistor Folding and Placement in Standard Cell Layout Synthesis. 1-8 - Francesco Restuccia, Andres Meza, Ryan Kastner:
Aker: A Design and Verification Framework for Safe and Secure SoC Access Control. 1-9 - Muhammad Shafique
, Alberto Marchisio
, Rachmad Vidya Wicaksana Putra
, Muhammad Abdullah Hanif:
Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework ICCAD Special Session Paper. 1-9 - Jeremy Blackstone, Debayan Das, Alric Althoff, Shreyas Sen, Ryan Kastner:
iSTELLAR: intermittent Signature aTtenuation Embedded CRYPTO with Low-Level metAl Routing. 1-9 - 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. 1-9 - Dajiang Liu, Ting Liu, Xingyu Mo, Jiaxing Shang, Shouyi Yin:
Polyhedral-based Pipelining of Imperfectly-Nested Loop for CGRAs. 1-9 - Johann Knechtel, Jayanth Gopinath, Jitendra Bhandari, Mohammed Ashraf, Hussam Amrouch, Shekhar Borkar, Sung Kyu Lim, Ozgur Sinanoglu, Ramesh Karri
:
Security Closure of Physical Layouts ICCAD Special Session Paper. 1-9 - Jai-Ming Lin, Chung-Wei Huang, Liang-Chi Zane, Min-Chia Tsai, Che-Li Lin, Chen-Fa Tsai:
Routability-driven Global Placer Target on Removing Global and Local Congestion for VLSI Designs. 1-8 - Imam Al Razi, Quang Le, H. Alan Mantooth, Yarui Peng:
Hierarchical Layout Synthesis and Optimization Framework for High-Density Power Module Design Automation. 1-8 - Samuel Riedel
, Fabian Schuiki, Paul Scheffler, Florian Zaruba, Luca Benini:
Banshee: A Fast LLVM-Based RISC-V Binary Translator. 1-9 - Seetal Potluri, Aydin Aysu:
Stealing Neural Network Models through the Scan Chain: A New Threat for ML Hardware. 1-8 - Jitendra Bhandari, Abdul Khader Thalakkattu Moosa, Benjamin Tan, Christian Pilato, Ganesh Gore, Xifan Tang, Scott Temple, Pierre-Emmanuel Gaillardon, Ramesh Karri
:
Exploring eFPGA-based Redaction for IP Protection. 1-9 - Yongan Zhang, Haoran You, Yonggan Fu, Tong Geng, Ang Li, Yingyan Lin:
G-CoS: GNN-Accelerator Co-Search Towards Both Better Accuracy and Efficiency. 1-9 - Zih-Yao Lin, Yao-Wen Chang:
A Row-Based Algorithm for Non-Integer Multiple-Cell-Height Placement. 1-6 - Md. Shohidul Islam, Ihsen Alouani
, Khaled N. Khasawneh:
Lower Voltage for Higher Security: Using Voltage Overscaling to Secure Deep Neural Networks. 1-9 - Shaoze Fan, Ningyuan Cao, Shun Zhang, Jing Li, Xiaoxiao Guo, Xin Zhang:
From Specification to Topology: Automatic Power Converter Design via Reinforcement Learning. 1-9 - 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. 1-6 - Bochen Tan
, Jason Cong:
Optimal Qubit Mapping with Simultaneous Gate Absorption ICCAD Special Session Paper. 1-8 - Ali Aghdaei, Zhiqiang Zhao, Zhuo Feng:
HyperSF: Spectral Hypergraph Coarsening via Flow-based Local Clustering. 1-9 - Mojan Javaheripi, Farinaz Koushanfar:
HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks. 1-9 - Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa, Partha Pratim Pande:
A General Hardware and Software Co-Design Framework for Energy-Efficient Edge AI. 1-7 - Wei-Kai Liu
, Ming-Hung Chen, Chia-Ming Chang, Chen-Chia Chang, Yao-Wen Chang:
Time-Division Multiplexing Based System-Level FPGA Routing. 1-6 - Biresh Kumar Joardar, Aqeeb Iqbal Arka, Janardhan Rao Doppa, Partha Pratim Pande, Hai Li, Krishnendu Chakrabarty:
Heterogeneous Manycore Architectures Enabled by Processing-in-Memory for Deep Learning: From CNNs to GNNs: (ICCAD Special Session Paper). 1-7 - Marcello Traiola
, Jorge Echavarria, Alberto Bosio, Jürgen Teich, Ian O'Connor:
Design Space Exploration of Approximation-Based Quadruple Modular Redundancy Circuits. 1-9 - Chang Meng
, Zhiyuan Xiang, Niyiqiu Liu, Yixuan Hu, Jiahao Song
, Runsheng Wang, Ru Huang, Weikang Qian:
DALTA: A Decomposition-based Approximate Lookup Table Architecture. 1-8 - Shiju Lin, Jinwei Liu, Martin D. F. Wong
:
GAMER: GPU Accelerated Maze Routing. 1-8 - Rongjian Liang
, Jinwook Jung, Hua Xiang, Lakshmi N. Reddy, Alexey Lvov, Jiang Hu, Gi-Joon Nam:
FlowTuner: A Multi-Stage EDA Flow Tuner Exploiting Parameter Knowledge Transfer. 1-9 - Guoqi Xie, Xiangzhen Xiao, Hong Liu, Renfa Li, Wanli Chang:
Robust Time-Sensitive Networking with Delay Bound Analyses. 1-9 - Vidya A. Chhabria
, Kishor Kunal
, Masoud Zabihi, Sachin S. Sapatnekar
:
BeGAN: Power Grid Benchmark Generation Using a Process-portable GAN-based Methodology. 1-8 - Nanda K. Unnikrishnan
, Keshab K. Parhi
:
LayerPipe: Accelerating Deep Neural Network Training by Intra-Layer and Inter-Layer Gradient Pipelining and Multiprocessor Scheduling. 1-8 - Kai-Shun Hu, Tao-Chun Yu, Ming-Jen Yang, Cindy Chin-Fang Shen:
2021 ICCAD CAD Contest Problem B: Routing with Cell Movement Advanced: Invited Paper. 1-5 - Fangxin Liu, Wenbo Zhao, Zhezhi He, Zongwu Wang, Yilong Zhao, Yongbiao Chen, Li Jiang:
Bit-Transformer: Transforming Bit-level Sparsity into Higher Preformance in ReRAM-based Accelerator. 1-9 - Mohammad Abdullah Al Shohel, Vidya A. Chhabria
, Nestor E. Evmorfopoulos, Sachin S. Sapatnekar
:
Analytical Modeling of Transient Electromigration Stress based on Boundary Reflections. 1-8 - Cheng Zeng, Fan Yang, Xuan Zeng:
Accelerate Logic Re-simulation on GPU via Gate/Event Parallelism and State Compression. 1-8 - Mahdi Nazemi, Hitarth Kanakia, Massoud Pedram:
Heuristics for Million-scale Two-level Logic Minimization. 1-7 - Yitu Wang, Zhenhua Zhu, Fan Chen, Mingyuan Ma, Guohao Dai, Yu Wang, Hai Li, Yiran Chen:
Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation. 1-9 - Tingyuan Liang, Gengjie Chen, Jieru Zhao, Sharad Sinha, Wei Zhang:
AMF-Placer: High-Performance Analytical Mixed-size Placer for FPGA. 1-9 - Zhepeng Wang, Zhiding Liang
, Shanglin Zhou, Caiwen Ding, Yiyu Shi, Weiwen Jiang:
Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs: (Invited Paper). 1-7 - Xing Huang, Youlin Pan, Zhen Chen, Wenzhong Guo, Robert Wille, Tsung-Yi Ho
, Ulf Schlichtmann:
BigIntegr: One-Pass Architectural Synthesis for Continuous-Flow Microfluidic Lab-on-a-Chip Systems. 1-8 - Matthew M. Ziegler, Jihye Kwon
, Hung-Yi Liu, Luca P. Carloni
:
Online and Offline Machine Learning for Industrial Design Flow Tuning: (Invited - ICCAD Special Session Paper). 1-9 - Hussam Amrouch, Di Gao, Xiaobo Sharon Hu
, Arman Kazemi, Ann Franchesca Laguna
, Kai Ni, Michael T. Niemier, Mohammad Mehdi Sharifi
, Simon Thomann
, Xunzhao Yin, Cheng Zhuo:
ICCAD Tutorial Session Paper Ferroelectric FET Technology and Applications: From Devices to Systems. 1-8 - Mehran Goli, Rolf Drechsler
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Early Validation of SoCs Security Architecture Against Timing Flows Using SystemC-based VPs. 1-8 - Xuan Wang, Zhufei Chu
, Weikang Qian:
MinSC: An Exact Synthesis-Based Method for Minimal-Area Stochastic Circuits under Relaxed Error Bound. 1-9 - Zhuolun He, Ziyi Wang, Chen Bai, Haoyu Yang, Bei Yu:
Graph Learning-Based Arithmetic Block Identification. 1-8 - Yuwei Hu, Yixiao Du
, Ecenur Ustun, Zhiru Zhang:
GraphLily: Accelerating Graph Linear Algebra on HBM-Equipped FPGAs. 1-9 - Priyanka Golia, Friedrich Slivovsky
, Subhajit Roy, Kuldeep S. Meel:
Engineering an Efficient Boolean Functional Synthesis Engine. 1-9 - Yu Zeng, Bo-Yuan Huang
, Hongce Zhang
, Aarti Gupta
, Sharad Malik
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Generating Architecture-Level Abstractions from RTL Designs for Processors and Accelerators Part I: Determining Architectural State Variables. 1-9 - Necati Uysal
, Rickard Ewetz:
An OCV-Aware Clock Tree Synthesis Methodology. 1-9 - Panjie Qi, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Hongwu Peng
, Shaoyi Huang, Zhenglun Kong, Yuhong Song, Bingbing Li:
Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization. 1-9 - Jiaxi Zhang, Liwei Ni, Shenggen Zheng
, Hao Liu, Xiangfu Zou, Feng Wang, Guojie Luo:
Enhanced Fast Boolean Matching based on Sensitivity Signatures Pruning. 1-9 - Shuhang Zhang, Hai Li, Ulf Schlichtmann:
Peripheral Circuitry Assisted Mapping Framework for Resistive Logic-In-Memory Computing. 1-9 - Haoxing Ren, Saad Godil, Brucek Khailany, Robert Kirby, Haiguang Liao, Siddhartha Nath, Jonathan Raiman, Rajarshi Roy
:
Optimizing VLSI Implementation with Reinforcement Learning - ICCAD Special Session Paper. 1-6 - Binwu Zhu, Ran Chen, Xinyun Zhang, Fan Yang, Xuan Zeng, Bei Yu, Martin D. F. Wong
:
Hotspot Detection via Multi-task Learning and Transformer Encoder. 1-8 - Fu-Yu Chuang, Yao-Wen Chang:
On-chip Optical Routing with Waveguide Matching Constraints. 1-6
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