Giuseppe Di Guglielmo

90 papers A* 4A 5B 5C 5Misc 7Journal 44Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EPOCHS-1: A 12 nm Highly Heterogeneous Open-Source SoC With Distributed Coin-Based Power Management and Integrated Hybrid Voltage Regulation. IEEE J. Solid State Circuits Joseph Zuckerman, Martin Cochet, Maico Cassel dos Santos, Erik Jens Loscalzo, Karthik Swaminathan, Tianyu Jia, Davide Giri, Thierry Tambe, Jeff Jun Zhang, Alper Buyuktosunoglu, Kuan-Lin Chiu, Giuseppe Di Guglielmo, Paolo Mantovani, Luca Piccolboni, Gabriele Tombesi, David Trilla, John-David Wellman, En-Yu Yang, Aporva Amarnath, Ying Jing, Bakshree Mishra, Joshua Park, Vignesh Suresh, Samira Zaliasl, Michael Lekas, Stephen Cahill, Hesam Sadeghi, Joseph Meyer, Noah Sturcken, Sarita V. Adve, David Brooks, Gu-Yeon Wei, Kenneth L. Shepard, Pradip Bose, Luca P. Carloni
2026	J	`jnl`	Machine Learning on Heterogeneous, Edge, and Quantum Hardware for Particle Physics (ML-HEQUPP). CoRR Julia Gonski, Jenni Ott, Shiva Abbaszadeh, Sagar Addepalli, Matteo Cremonesi, Jennet Dickinson, Giuseppe Di Guglielmo, Erdem Yigit Ertorer, Lindsey Gray, Ryan Herbst, Christian Herwig, Tae Min Hong, Benedikt Maier, Maryam Bayat Makou, David Miller, Mark S. Neubauer, Cristián Peña, Dylan Rankin, Seon-Hee Seo, Giordon Stark, Alexander Tapper, Audrey Corbeil Therrien, Ioannis Xiotidis, Keisuke Yoshihara, G. Abarajithan, Nural Akchurin, Carlos Argüelles, Saptaparna Bhattacharya, Lorenzo Borella, Christian Boutan, Tom Braine, James Brau, Martin Breidenbach, Antonio Chahine, Talal Ahmed Chowdhury, Yuan-Tang Chou, Seokju Chung, Alberto Coppi, Mariarosaria D'Alfonso, Abhilasha Dave, Chance DeSmet, Angela Di Fulvio, Karri DiPetrillo, Javier Duarte, Auralee Edelen, Jan Eysermans, Yongbin Feng, Emmett Forrestel, Dolores Garcia, Loredana Gastaldo, Julián García Pardiñas, Lino Gerlach, Loukas Gouskos, Katya Govorkova, Carl Grace, Christopher Grant, Philip Harris, Ciaran Hasnip, Timon Heim, Abraham Holtermann, Gian Michele Innocenti, Koji Ishidoshiro, Miaochen Jin, Jyothisraj Johnson, Stephen Jones, Andreas Jung, Georgia Karagiorgi, Ryan Kastner, Nicholas Kamp, Doojin Kim, Kyoungchul Kong, Katie Kudela, Jelena Lalic, Bo-Cheng Lai, Yun-Tsung Lai, Tommy Lam, Jeffrey Lazar, Aobo Li, Zepeng Li, Haoyun Liu, Vladimir Loncar, Luca Macchiarulo, Christopher Madrid, Zhenghua Ma, Prashansa Mukim, Victoria Nguyen, Sungbin Oh, Isobel Ojalvo, Hideyoshi Ozaki, Simone Pagan Griso, Myeonghun Park, Christoph Paus, Santosh Parajuli, Benjamin Parpillon, Sara Pozzi, Ema Puljak
2025	J	`jnl`	End-to-end workflow for machine learning-based qubit readout with QICK and hls4ml. CoRR Giuseppe Di Guglielmo, Botao Du, Javier Campos, Alexandra Boltasseva, Akash V. Dixit, Farah Fahim, Zhaxylyk Kudyshev, Santiago Lopez, Ruichao Ma, Gabriel N. Perdue, Nhan Tran, Omer Yesilyurt, Daniel Bowring
2025	J	`jnl`	Machine learning for arbitrary single-qubit rotations on an embedded device. Quantum Mach. Intell. Madhav Narayan Bhat, Marco Russo, Luca P. Carloni, Giuseppe Di Guglielmo, Farah Fahim, Andy C. Y. Li, Gabriel N. Perdue
2025	J	`jnl`	hls4ml: A Flexible, Open-Source Platform for Deep Learning Acceleration on Reconfigurable Hardware. CoRR Jan-Frederik Schulte, Benjamin Ramhorst, Chang Sun, Jovan Mitrevski, Nicolò Ghielmetti, Enrico Lupi, Dimitrios Danopoulos, Vladimir Loncar, Javier M. Duarte, David Burnette, Lauri Laatu, Stylianos Tzelepis, Konstantinos Axiotis, Quentin Berthet, Haoyan Wang, Paul White, Suleyman Demirsoy, Marco Colombo, Thea Aarrestad, Sioni Summers, Maurizio Pierini, Giuseppe Di Guglielmo, Jennifer Ngadiuba, Javier Campos, Benjamin Hawks, Abhijith Gandrakota, Farah Fahim, Nhan Tran, George A. Constantinides, Zhiqiang Que, Wayne Luk, Alexander D. Tapper, Duc Hoang, Noah Paladino, Philip C. Harris, Bo-Cheng Lai, Manuel Blanco Valentin, Ryan F. Forelli, Seda Ogrenci, Lino Gerlach, Rian Flynn, Mia Liu, Daniel Diaz, Elham E Khoda, Melissa Quinnan, Russell Solares, Santosh Parajuli, Mark S. Neubauer, Christian Herwig, Ho Fung Tsoi, Dylan S. Rankin, Shih-Chieh Hsu, Scott Hauck
2025	A	`conf`	wa-hls4ml and lui-gnn: A Benchmark and GNN based Surrogate Model for hls4ml Resource and Latency Estimation. FPGA Benjamin Hawks, Dennis Plotnikov, Nhan Tran, Karla Tame-Narvaez, Mohammad Mehdi Rahimifar, Hamza Ezzaoui Rahali, Audrey C. Therrien, Giuseppe Di Guglielmo, Javier Duarte, Vladimir Loncar
2025	J	`jnl`	wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation. CoRR Benjamin Hawks, Jason Weitz, Dmitri Demler, Karla Tame-Narvaez, Dennis Plotnikov, Mohammad Mehdi Rahimifar, Hamza Ezzaoui Rahali, Audrey C. Therrien, Donovan Sproule, Elham E Khoda, Keegan A. Smith, Russell Marroquin, Giuseppe Di Guglielmo, Nhan Tran, Javier M. Duarte, Vladimir Loncar
2024	—	`conf`	14.5 A 12nm Linux-SMP-Capable RISC-V SoC with 14 Accelerator Types, Distributed Hardware Power Management and Flexible NoC-Based Data Orchestration. ISSCC Maico Cassel dos Santos, Tianyu Jia, Joseph Zuckerman, Martin Cochet, Davide Giri, Erik Jens Loscalzo, Karthik Swaminathan, Thierry Tambe, Jeff Jun Zhang, Alper Buyuktosunoglu, Kuan-Lin Chiu, Giuseppe Di Guglielmo, Paolo Mantovani, Luca Piccolboni, Gabriele Tombesi, David Trilla, John-David Wellman, En-Yu Yang, Aporva Amarnath, Ying Jing, Bakshree Mishra, Joshua Park, Vignesh Suresh, Sarita V. Adve, Pradip Bose, David Brooks, Luca P. Carloni, Kenneth L. Shepard, Gu-Yeon Wei
2024	J	`jnl`	Corrigendum: Applications and techniques for fast machine learning in science. Frontiers Big Data Allison McCarn Deiana, Nhan Tran, Joshua Agar, Michaela Blott, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Scott Hauck, Mia Liu, Mark S. Neubauer, Jennifer Ngadiuba, Seda Ogrenci-Memik, Maurizio Pierini, Thea Aarrestad, Steffen Bähr, Jürgen Becker, Anne-Sophie Berthold, Richard J. Bonventre, Tomás E. Müller-Bravo, Markus Diefenthaler, Zhen Dong, Nick Fritzsche, Amir Gholami, Ekaterina Govorkova, Dongning Guo, Kyle J. Hazelwood, Christian Herwig, Babar Khan, Sehoon Kim, Thomas Klijnsma, Yaling Liu, Kin Ho Lo, Tri Nguyen, Gianantonio Pezzullo, Seyedramin Rasoulinezhad, Ryan A. Rivera, Kate Scholberg, Justin Selig, Sougata Sen, Dmitri Strukov, William Tang, Savannah Thais, Kai Lukas Unger, Ricardo Vilalta, Belinavon Krosigk, Shen Wang, Thomas K. Warburton
2024	J	`jnl`	Machine Learning for Arbitrary Single-Qubit Rotations on an Embedded Device. CoRR Madhav Narayan Bhat, Marco Russo, Luca P. Carloni, Giuseppe Di Guglielmo, Farah Fahim, Andy C. Y. Li, Gabriel N. Perdue
2024	J	`jnl`	Smart pixel sensors: towards on-sensor filtering of pixel clusters with deep learning. Mach. Learn. Sci. Technol. Jieun Yoo, Jennet Dickinson, Morris Swartz, Giuseppe Di Guglielmo, Alice Bean, Douglas Berry, Manuel Blanco Valentin, Karri DiPetrillo, Farah Fahim, Lindsey Gray, James Hirschauer, Shruti R. Kulkarni, Ron Lipton, Petar Maksimovic, Corrinne Mills, Mark S. Neubauer, Benjamin Parpillon, Gauri Pradhan, Chinar Syal, Nhan Tran, Dahai Wen, Aaron Young
2024	C	`conf`	WOLT: Transparent Deployment of ML Workloads on Lightweight Many-Accelerator Architectures. ICCD Kuan-Lin Chiu, Guy Eichler, Chuan-Tung Lin, Giuseppe Di Guglielmo, Luca P. Carloni
2023	J	`jnl`	Low latency optical-based mode tracking with machine learning deployed on FPGAs on a tokamak. CoRR Yumou Wei, Ryan F. Forelli, Chris Hansen, Jeffrey P. Levesque, Nhan Tran, Joshua C. Agar, Giuseppe Di Guglielmo, Michael E. Mauel, Gerald A. Navratil
2022	J	`jnl`	Applications and Techniques for Fast Machine Learning in Science. Frontiers Big Data Allison McCarn Deiana, Nhan Tran, Joshua Agar, Michaela Blott, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Scott Hauck, Mia Liu, Mark S. Neubauer, Jennifer Ngadiuba, Seda Ogrenci Memik, Maurizio Pierini, Thea Aarrestad, Steffen Bähr, Jürgen Becker, Anne-Sophie Berthold, Richard J. Bonventre, Tomás E. Müller-Bravo, Markus Diefenthaler, Zhen Dong, Nick Fritzsche, Amir Gholami, Ekaterina Govorkova, Dongning Guo, Kyle J. Hazelwood, Christian Herwig, Babar Khan, Sehoon Kim, Thomas Klijnsma, Yaling Liu, Kin Ho Lo, Tri Nguyen, Gianantonio Pezzullo, Seyedramin Rasoulinezhad, Ryan A. Rivera, Kate Scholberg, Justin Selig, Sougata Sen, Dmitri Strukov, William Tang, Savannah Thais, Kai Lukas Unger, Ricardo Vilalta, Belinavon Krosigk, Shen Wang, Thomas K. Warburton
2022	J	`jnl`	Neural network accelerator for quantum control. CoRR David Xu, A. Baris Özgüler, Giuseppe Di Guglielmo, Nhan Tran, Gabriel N. Perdue, Luca P. Carloni, Farah Fahim
2022	J	`jnl`	Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark. CoRR Hendrik Borras, Giuseppe Di Guglielmo, Javier M. Duarte, Nicolò Ghielmetti, Benjamin Hawks, Scott Hauck, Shih-Chieh Hsu, Ryan Kastner, Jason Liang, Andres Meza, Jules Muhizi, Tai Nguyen, Rushil Roy, Nhan Tran, Yaman Umuroglu, Olivia Weng, Aidan Yokuda, Michaela Blott
2022	J	`jnl`	Real-Time Inference With 2D Convolutional Neural Networks on Field Programmable Gate Arrays for High-Rate Particle Imaging Detectors. Frontiers Artif. Intell. Yeon-jae Jwa, Giuseppe Di Guglielmo, Lukas Arnold, Luca Carloni, Georgia Karagiorgi
2021	J	`jnl`	A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC. CoRR Giuseppe Di Guglielmo, Farah Fahim, Christian Herwig, Manuel Blanco Valentin, Javier M. Duarte, Cristian Gingu, Philip C. Harris, James Hirschauer, Martin Kwok, Vladimir Loncar, Yingyi Luo, Llovizna Miranda, Jennifer Ngadiuba, Daniel Noonan, Seda Ogrenci-Memik, Maurizio Pierini, Sioni Summers, Nhan Tran
2021	J	`jnl`	Applications and Techniques for Fast Machine Learning in Science. CoRR Allison McCarn Deiana, Nhan Tran, Joshua Agar, Michaela Blott, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Scott Hauck, Mia Liu, Mark S. Neubauer, Jennifer Ngadiuba, Seda Ogrenci Memik, Maurizio Pierini, Thea Aarrestad, Steffen Bähr, Jürgen Becker, Anne-Sophie Berthold, Richard J. Bonventre, Tomás E. Müller-Bravo, Markus Diefenthaler, Zhen Dong, Nick Fritzsche, Amir Gholami, Ekaterina Govorkova, Kyle J. Hazelwood, Christian Herwig, Babar Khan, Sehoon Kim, Thomas Klijnsma, Yaling Liu, Kin Ho Lo, Tri Nguyen, Gianantonio Pezzullo, Seyedramin Rasoulinezhad, Ryan A. Rivera, Kate Scholberg, Justin Selig, Sougata Sen, Dmitri Strukov, William Tang, Savannah Thais, Kai Lukas Unger, Ricardo Vilalta, Belinavon Krosigk, Thomas K. Warburton, Maria Acosta Flechas, Anthony Aportela, Thomas Calvet, Leonardo Cristella, Daniel Diaz, Caterina Doglioni, Maria Domenica Galati, Elham E Khoda, Farah Fahim, Davide Giri, Benjamin Hawks, Duc Hoang, Burt Holzman, Shih-Chieh Hsu, Sergo Jindariani, Iris Johnson, Raghav Kansal, Ryan Kastner, Erik Katsavounidis, Jeffrey D. Krupa, Pan Li, Sandeep Madireddy, Ethan Marx, Patrick McCormack, Andres Meza, Jovan Mitrevski, Mohammed Attia Mohammed, Farouk Mokhtar, Eric A. Moreno, Srishti Nagu, Rohin Narayan, Noah Palladino, Zhiqiang Que, Sang Eon Park, Subramanian Ramamoorthy, Dylan S. Rankin, Simon Rothman, Ashish Sharma, Sioni Summers, Pietro Vischia, Jean-Roch Vlimant, Olivia Weng
2021	A*	`conf`	CRYLOGGER: Detecting Crypto Misuses Dynamically. SP Luca Piccolboni, Giuseppe Di Guglielmo, Luca P. Carloni, Simha Sethumadhavan
2021	J	`jnl`	Compressing deep neural networks on FPGAs to binary and ternary precision with hls4ml. Mach. Learn. Sci. Technol. Jennifer Ngadiuba, Vladimir Loncar, Maurizio Pierini, Sioni Summers, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Dylan S. Rankin, Sergo Jindariani, Mia Liu, Kevin Pedro, Nhan Tran, Edward Kreinar, Sheila Sagear, Zhenbin Wu, Duc Hoang
2021	J	`jnl`	DB4HLS: A Database of High-Level Synthesis Design Space Explorations. CoRR Lorenzo Ferretti, Jihye Kwon, Giovanni Ansaloni, Giuseppe Di Guglielmo, Luca P. Carloni, Laura Pozzi
2021	J	`jnl`	DB4HLS: A Database of High-Level Synthesis Design Space Explorations. IEEE Embed. Syst. Lett. Lorenzo Ferretti, Jihye Kwon, Giovanni Ansaloni, Giuseppe Di Guglielmo, Luca P. Carloni, Laura Pozzi
2021	J	`jnl`	Fast convolutional neural networks on FPGAs with hls4ml. CoRR Thea Aarrestad, Vladimir Loncar, Maurizio Pierini, Sioni Summers, Jennifer Ngadiuba, Christoffer Petersson, Hampus Linander, Yutaro Iiyama, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Dylan S. Rankin, Sergo Jindariani, Kevin Pedro, Nhan Tran, Mia Liu, Edward Kreinar, Zhenbin Wu, Duc Hoang
2021	J	`jnl`	Fast convolutional neural networks on FPGAs with hls4ml. Mach. Learn. Sci. Technol. Thea Aarrestad, Vladimir Loncar, Nicolò Ghielmetti, Maurizio Pierini, Sioni Summers, Jennifer Ngadiuba, Christoffer Petersson, Hampus Linander, Yutaro Iiyama, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Dylan S. Rankin, Sergo Jindariani, Kevin Pedro, Nhan Tran, Mia Liu, Edward Kreinar, Zhenbin Wu, Duc Hoang
2021	—	`conf`	HARDROID: Transparent Integration of Crypto Accelerators in Android. HPEC Luca Piccolboni, Giuseppe Di Guglielmo, Simha Sethumadhavan, Luca P. Carloni
2021	—	`conf`	MLPerf Tiny Benchmark. NeurIPS Datasets and Benchmarks Colby R. Banbury, Vijay Janapa Reddi, Peter Torelli, Nat Jeffries, Csaba Király, Jeremy Holleman, Pietro Montino, David Kanter, Pete Warden, Danilo Pau, Urmish Thakker, Antonio Torrini, Jay Cordaro, Giuseppe Di Guglielmo, Javier M. Duarte, Honson Tran, Nhan Tran, Wenxu Niu, Xuesong Xu
2021	J	`jnl`	MLPerf Tiny Benchmark. CoRR Colby R. Banbury, Vijay Janapa Reddi, Peter Torelli, Jeremy Holleman, Nat Jeffries, Csaba Király, Pietro Montino, David Kanter, Sebastian Ahmed, Danilo Pau, Urmish Thakker, Antonio Torrini, Pete Warden, Jay Cordaro, Giuseppe Di Guglielmo, Javier M. Duarte, Stephen Gibellini, Videet Parekh, Honson Tran, Nhan Tran, Wenxu Niu, Xuesong Xu
2021	J	`jnl`	Machine-Learning-Based Microwave Sensing: A Case Study for the Food Industry. IEEE J. Emerg. Sel. Topics Circuits Syst. Marco Ricci, Bernardita Stitic, Luca Urbinati, Giuseppe Di Guglielmo, Jorge A. Tobon Vasquez, Luca P. Carloni, Francesca Vipiana, Mario R. Casu
2021	J	`jnl`	hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices. CoRR Farah Fahim, Benjamin Hawks, Christian Herwig, James Hirschauer, Sergo Jindariani, Nhan Tran, Luca P. Carloni, Giuseppe Di Guglielmo, Philip C. Harris, Jeffrey D. Krupa, Dylan S. Rankin, Manuel Blanco Valentin, Josiah D. Hester, Yingyi Luo, John Mamish, Seda Ogrenci Memik, Thea Aarrestad, Hamza Javed, Vladimir Loncar, Maurizio Pierini, Adrian Alan Pol, Sioni Summers, Javier M. Duarte, Scott Hauck, Shih-Chieh Hsu, Jennifer Ngadiuba, Mia Liu, Duc Hoang, Edward Kreinar, Zhenbin Wu
2020	—	`conf`	A Scalable Architecture for CNN Accelerators Leveraging High-Performance Memories. HPEC Maarten Hattink, Giuseppe Di Guglielmo, Luca P. Carloni, Keren Bergman
2020	Misc	`conf`	AIgean: An Open Framework for Machine Learning on Heterogeneous Clusters. FCCM Naif Tarafdar, Giuseppe Di Guglielmo, Philip C. Harris, Jeffrey D. Krupa, Vladimir Loncar, Dylan S. Rankin, Nhan Tran, Zhenbin Wu, Qianfeng Shen, Paul Chow
2020	A	`conf`	Agile SoC Development with Open ESP : Invited Paper. ICCAD Paolo Mantovani, Davide Giri, Giuseppe Di Guglielmo, Luca Piccolboni, Joseph Zuckerman, Emilio G. Cota, Michele Petracca, Christian Pilato, Luca P. Carloni
2020	J	`jnl`	Agile SoC Development with Open ESP. CoRR Paolo Mantovani, Davide Giri, Giuseppe Di Guglielmo, Luca Piccolboni, Joseph Zuckerman, Emilio G. Cota, Michele Petracca, Christian Pilato, Luca P. Carloni
2020	J	`jnl`	CRYLOGGER: Detecting Crypto Misuses Dynamically. CoRR Luca Piccolboni, Giuseppe Di Guglielmo, Luca P. Carloni, Simha Sethumadhavan
2020	J	`jnl`	Compressing deep neural networks on FPGAs to binary and ternary precision with HLS4ML. CoRR Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Duc Hoang, Sergo Jindariani, Edward Kreinar, Mia Liu, Vladimir Loncar, Jennifer Ngadiuba, Kevin Pedro, Maurizio Pierini, Dylan S. Rankin, Sheila Sagear, Sioni Summers, Nhan Tran, Zhenbin Wu
2020	J	`jnl`	Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics. CoRR Yutaro Iiyama, Gianluca Cerminara, Abhijay Gupta, Jan Kieseler, Vladimir Loncar, Maurizio Pierini, Shah Rukh Qasim, Marcel Rieger, Sioni Summers, Gerrit Van Onsem, Kinga Anna Wozniak, Jennifer Ngadiuba, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Dylan S. Rankin, Sergo Jindariani, Mia Liu, Kevin Pedro, Nhan Tran, Edward Kreinar, Zhenbin Wu
2020	J	`jnl`	Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics. Frontiers Big Data Yutaro Iiyama, Gianluca Cerminara, Abhijay Gupta, Jan Kieseler, Vladimir Loncar, Maurizio Pierini, Shah Rukh Qasim, Marcel Rieger, Sioni Summers, Gerrit Van Onsem, Kinga Anna Wozniak, Jennifer Ngadiuba, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Dylan S. Rankin, Sergo Jindariani, Mia Liu, Kevin Pedro, Nhan Tran, Edward Kreinar, Zhenbin Wu
2020	A	`conf`	ESP4ML: Platform-Based Design of Systems-on-Chip for Embedded Machine Learning. DATE Davide Giri, Kuan-Lin Chiu, Giuseppe Di Guglielmo, Paolo Mantovani, Luca P. Carloni
2020	J	`jnl`	ESP4ML: Platform-Based Design of Systems-on-Chip for Embedded Machine Learning. CoRR Davide Giri, Kuan-Lin Chiu, Giuseppe Di Guglielmo, Paolo Mantovani, Luca P. Carloni
2020	J	`jnl`	Fast inference of Boosted Decision Trees in FPGAs for particle physics. CoRR Sioni Summers, Giuseppe Di Guglielmo, Javier M. Duarte, Philip C. Harris, Duc Hoang, Sergo Jindariani, Edward Kreinar, Vladimir Loncar, Jennifer Ngadiuba, Maurizio Pierini, Dylan S. Rankin, Nhan Tran, Zhenbin Wu
2020	J	`jnl`	Leveraging Prior Knowledge for Effective Design-Space Exploration in High-Level Synthesis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Lorenzo Ferretti, Jihye Kwon, Giovanni Ansaloni, Giuseppe Di Guglielmo, Luca P. Carloni, Laura Pozzi
2019	J	`jnl`	COSMOS: Coordination of High-Level Synthesis and Memory Optimization for Hardware Accelerators. CoRR Luca Piccolboni, Paolo Mantovani, Giuseppe Di Guglielmo, Luca P. Carloni
2019	C	`conf`	Compiler-Assisted Selection of Hardware Acceleration Candidates from Application Source Code. ICCD Georgios Zacharopoulos, Lorenzo Ferretti, Giovanni Ansaloni, Giuseppe Di Guglielmo, Luca P. Carloni, Laura Pozzi
2019	B	`conf`	KAIROS: Incremental Verification in High-Level Synthesis through Latency-Insensitive Design. FMCAD Luca Piccolboni, Giuseppe Di Guglielmo, Luca P. Carloni
2019	J	`jnl`	PAGURUS: Low-Overhead Dynamic Information Flow Tracking on Loosely Coupled Accelerators. CoRR Luca Piccolboni, Giuseppe Di Guglielmo, Luca P. Carloni
2019	J	`jnl`	Securing Accelerators with Dynamic Information Flow Tracking. CoRR Luca Piccolboni, Giuseppe Di Guglielmo, Luca P. Carloni
2019	—	`conf`	Teaching Heterogeneous Computing with System-Level Design Methods. WCAE@ISCA Luca P. Carloni, Emilio G. Cota, Giuseppe Di Guglielmo, Davide Giri, Jihye Kwon, Paolo Mantovani, Luca Piccolboni, Michele Petracca
2018	—	`conf`	Design and Implementation of a Dynamic Information Flow Tracking Architecture to Secure a RISC-V Core for IoT Applications. HPEC Christian Palmiero, Giuseppe Di Guglielmo, Luciano Lavagno, Luca P. Carloni
2018	J	`jnl`	PAGURUS: Low-Overhead Dynamic Information Flow Tracking on Loosely Coupled Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Luca Piccolboni, Giuseppe Di Guglielmo, Luca P. Carloni
2017	—	`conf`	Broadening the exploration of the accelerator design space in embedded scalable platforms. HPEC Luca Piccolboni, Paolo Mantovani, Giuseppe Di Guglielmo, Luca P. Carloni
2017	J	`jnl`	COSMOS: Coordination of High-Level Synthesis and Memory Optimization for Hardware Accelerators. ACM Trans. Embed. Comput. Syst. Luca Piccolboni, Paolo Mantovani, Giuseppe Di Guglielmo, Luca P. Carloni
2017	J	`jnl`	System-Level Optimization of Accelerator Local Memory for Heterogeneous Systems-on-Chip. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Christian Pilato, Paolo Mantovani, Giuseppe Di Guglielmo, Luca P. Carloni
2016	A*	`conf`	An FPGA-based infrastructure for fine-grained DVFS analysis in high-performance embedded systems. DAC Paolo Mantovani, Emilio G. Cota, Kevin Tien, Christian Pilato, Giuseppe Di Guglielmo, Kenneth L. Shepard, Luca P. Carloni
2016	Misc	`conf`	Handling large data sets for high-performance embedded applications in heterogeneous systems-on-chip. CASES Paolo Mantovani, Emilio G. Cota, Christian Pilato, Giuseppe Di Guglielmo, Luca P. Carloni
2016	—	`conf`	High-level synthesis of accelerators in embedded scalable platforms. ASP-DAC Paolo Mantovani, Giuseppe Di Guglielmo, Luca P. Carloni
2016	—	`conf`	On the design of scalable and reusable accelerators for big data applications. Conf. Computing Frontiers Christian Pilato, Qirui Xu, Paolo Mantovani, Giuseppe Di Guglielmo, Luca P. Carloni
2015	A*	`conf`	An Analysis of Accelerator Coupling in Heterogeneous Architectures. DAC Emilio G. Cota, Paolo Mantovani, Giuseppe Di Guglielmo, Luca P. Carloni
2014	A*	`conf`	A Design Methodology for Compositional High-Level Synthesis of Communication-Centric SoCs. DAC Giuseppe Di Guglielmo, Christian Pilato, Luca P. Carloni
2014	Misc	`conf`	System-level memory optimization for high-level synthesis of component-based SoCs. CODES+ISSS Christian Pilato, Paolo Mantovani, Giuseppe Di Guglielmo, Luca P. Carloni
2013	Misc	`conf`	Automatic generation of compact formal properties for effective error detection. CODES+ISSS Michele Bertasi, Giuseppe Di Guglielmo, Graziano Pravadelli
2013	B	`conf`	Efficient fault simulation through dynamic binary translation for dependability analysis of embedded software. ETS Giuseppe Di Guglielmo, Davide Ferraretto, Franco Fummi, Graziano Pravadelli
2013	J	`jnl`	On the integration of model-driven design and dynamic assertion-based verification for embedded software. J. Syst. Softw. Giuseppe Di Guglielmo, Luigi Di Guglielmo, Andreas Foltinek, Masahiro Fujita, Franco Fummi, Cristina Marconcini, Graziano Pravadelli
2012	Misc	`conf`	A testbench specification language for SystemC verification. CODES+ISSS Giuseppe Di Guglielmo, Graziano Pravadelli
2012	—	`conf`	Accurate profiling of oracles for self-checking time-constrained embedded software. HLDVT Simone Bronuzzi, Giuseppe Di Guglielmo, Franco Fummi, Graziano Pravadelli
2012	B	`conf`	Combining dynamic slicing and mutation operators for ESL correction. ETS Urmas Repinski, Hanno Hantson, Maksim Jenihhin, Jaan Raik, Raimund Ubar, Giuseppe Di Guglielmo, Graziano Pravadelli, Franco Fummi
2012	Misc	`conf`	Dynamic property mining for embedded software. CODES+ISSS Marco Bonato, Giuseppe Di Guglielmo, Masahiro Fujita, Franco Fummi, Graziano Pravadelli
2012	A	`conf`	Enabling dynamic assertion-based verification of embedded software through model-driven design. DATE Giuseppe Di Guglielmo, Luigi Di Guglielmo, Franco Fummi, Graziano Pravadelli
2012	J	`jnl`	On the Reuse of TLM Mutation Analysis at RTL. J. Electron. Test. Valerio Guarnieri, Giuseppe Di Guglielmo, Nicola Bombieri, Graziano Pravadelli, Franco Fummi, Hanno Hantson, Jaan Raik, Maksim Jenihhin, Raimund Ubar
2012	C	`conf`	On the use of assertions for embedded-software dynamic verification. DDECS Giuseppe Di Guglielmo, Luigi Di Guglielmo, Franco Fummi, Graziano Pravadelli
2012	J	`jnl`	Time-Constraint-Aware Optimization of Assertions in Embedded Software. J. Electron. Test. Viacheslav Izosimov, Giuseppe Di Guglielmo, Michele Lora, Graziano Pravadelli, Franco Fummi, Zebo Peng, Masahiro Fujita
2011	C	`conf`	EFSM-based model-driven approach to concolic testing of system-level design. MEMOCODE Giuseppe Di Guglielmo, Masahiro Fujita, Franco Fummi, Graziano Pravadelli, Stefano Soffia
2011	J	`jnl`	Efficient Generation of Stimuli for Functional Verification by Backjumping Across Extended FSMs. J. Electron. Test. Giuseppe Di Guglielmo, Luigi Di Guglielmo, Franco Fummi, Graziano Pravadelli
2011	—	`conf`	Interactive presentation abstract: Assertion-based verification in embedded-software design. HLDVT Giuseppe Di Guglielmo, Luigi Di Guglielmo, Franco Fummi, Graziano Pravadelli
2011	—	`conf`	Model-driven design and validation of embedded software. AST@ICSE Giuseppe Di Guglielmo, Masahiro Fujita, Luigi Di Guglielmo, Franco Fummi, Graziano Pravadelli, Cristina Marconcini, Andreas Foltinek
2011	B	`conf`	Optimization of Assertion Placement in Time-Constrained Embedded Systems. ETS Viacheslav Izosimov, Michele Lora, Graziano Pravadelli, Franco Fummi, Zebo Peng, Giuseppe Di Guglielmo, Masahiro Fujita
2010	J	`jnl`	HIFSuite: Tools for HDL Code Conversion and Manipulation. EURASIP J. Embed. Syst. Nicola Bombieri, Giuseppe Di Guglielmo, Michele Ferrari, Franco Fummi, Graziano Pravadelli, Francesco Stefanni, Alessandro Venturelli
2010	—	`conf`	HIFSuite: Tools for HDL code conversion and manipulation. HLDVT Nicola Bombieri, Giuseppe Di Guglielmo, Luigi Di Guglielmo, Michele Ferrari, Franco Fummi, Graziano Pravadelli, Francesco Stefanni, Alessandro Venturelli
2010	—	`conf`	Mutation analysis with high-level decision diagrams. LATW Hanno Hantson, Jaan Raik, Maksim Jenihhin, Anton Chepurov, Raimund Ubar, Giuseppe Di Guglielmo, Franco Fummi
2010	A	`conf`	RTOS-aware refinement for TLM2.0-based HW/SW designs. DATE Markus Becker, Giuseppe Di Guglielmo, Franco Fummi, Wolfgang Müller, Graziano Pravadelli, Tao Xie
2010	—	`conf`	Semi-formal functional verification by EFSM traversing via NuSMV. HLDVT Giuseppe Di Guglielmo, Franco Fummi, Graziano Pravadelli, Stefano Soffia, Marco Roveri
2009	—	`conf`	On the Functional Qualification of a Platform Model. DFT Giuseppe Di Guglielmo, Franco Fummi, Graziano Pravadelli, Mark Hampton, Florian Letombe
2009	—	`—`	On the validation of embedded systems through functional ATPG. Giuseppe Di Guglielmo
2009	C	`conf`	The impact of EFSM composition on functional ATPG. DDECS Davide Bresolin, Giuseppe Di Guglielmo, Franco Fummi, Graziano Pravadelli, Tiziano Villa
2008	—	`conf`	The role of parallel simulation in functional verification. HLDVT Giuseppe Di Guglielmo, Franco Fummi, Mark Hampton, Graziano Pravadelli, Francesco Stefanni
2007	J	`jnl`	Improving high-level and gate-level testing with FATE: A functional automatic test pattern generator traversing unstabilised extended FSM. IET Comput. Digit. Tech. Giuseppe Di Guglielmo, Franco Fummi, Cristina Marconcini, Graziano Pravadelli
2006	—	`conf`	EFSM Manipulation to Increase High-Level ATPG Effectiveness. ISQED Giuseppe Di Guglielmo, Franco Fummi, Cristina Marconcini, Graziano Pravadelli
2006	B	`conf`	FATE: a Functional ATPG to Traverse Unstabilized EFSMs. ETS Giuseppe Di Guglielmo, Franco Fummi, Cristina Marconcini, Graziano Pravadelli
2006	Misc	`conf`	Improving Gate-Level ATPG by Traversing Concurrent EFSMs. VTS Giuseppe Di Guglielmo, Franco Fummi, Cristina Marconcini, Graziano Pravadelli
2005	—	`conf`	A Pseudo-Deterministic Functional ATPG based on EFSM Traversing. MTV Giuseppe Di Guglielmo, Franco Fummi, Cristina Marconcini, Graziano Pravadelli