Mathew Hall - RankMe

25 papers A* 1A 5B 3C 2Journal 7Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	B	`conf`	H2PIPE: High Throughput CNN Inference on FPGAs with High-Bandwidth Memory. FPL Mario Doumet, Marius Stan, Mathew Hall, Vaughn Betz
2024	J	`jnl`	H2PIPE: High throughput CNN Inference on FPGAs with High-Bandwidth Memory. CoRR Mario Doumet, Marius Stan, Mathew Hall, Vaughn Betz
2024	J	`jnl`	High Throughput FPGA-Based Object Detection via Algorithm-Hardware Co-Design. ACM Trans. Reconfigurable Technol. Syst. Anupreetham Anupreetham, Mohamed Ibrahim, Mathew Hall, Andrew Boutros, Ajay Kuzhively, Abinash Mohanty, Eriko Nurvitadhi, Vaughn Betz, Yu Cao, Jae-sun Seo
2023	—	`conf`	Extending Data Flow Architectures for Convolutional Neural Networks to Multiple FPGAs. ICFPT Mohamed Ibrahim, Zhipeng Zhao, Mathew Hall, Vaughn Betz
2023	J	`jnl`	Microscaling Data Formats for Deep Learning. CoRR Bita Darvish Rouhani, Ritchie Zhao, Ankit More, Mathew Hall, Alireza Khodamoradi, Summer Deng, Dhruv Choudhary, Marius Cornea, Eric Dellinger, Kristof Denolf, Dusan Stosic, Venmugil Elango, Maximilian Golub, Alexander Heinecke, Phil James-Roxby, Dharmesh Jani, Gaurav Kolhe, Martin Langhammer, Ada Li, Levi Melnick, Maral Mesmakhosroshahi, Andres Rodriguez, Michael Schulte, Rasoul Shafipour, Lei Shao, Michael Y. Siu, Pradeep Dubey, Paulius Micikevicius, Maxim Naumov, Colin Verilli, Ralph Wittig, Doug Burger, Eric S. Chung
2023	J	`jnl`	Shared Microexponents: A Little Shifting Goes a Long Way. CoRR Bita Rouhani, Ritchie Zhao, Venmugil Elango, Rasoul Shafipour, Mathew Hall, Maral Mesmakhosroshahi, Ankit More, Levi Melnick, Maximilian Golub, Girish Varatkar, Lei Shao, Gaurav Kolhe, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov
2023	A*	`conf`	With Shared Microexponents, A Little Shifting Goes a Long Way. ISCA Bita Darvish Rouhani, Ritchie Zhao, Venmugil Elango, Rasoul Shafipour, Mathew Hall, Maral Mesmakhosroshahi, Ankit More, Levi Melnick, Maximilian Golub, Girish Varatkar, Lai Shao, Gaurav Kolhe, Dimitry Melts, Jasmine Klar, Renee L'Heureux, Matt Perry, Doug Burger, Eric S. Chung, Zhaoxia (Summer) Deng, Sam Naghshineh, Jongsoo Park, Maxim Naumov
2022	—	`conf`	HPIPE NX: Boosting CNN Inference Acceleration Performance with AI-Optimized FPGAs. FPT Marius Stan, Mathew Hall, Mohamed Ibrahim, Vaughn Betz
2021	B	`conf`	End-to-End FPGA-based Object Detection Using Pipelined CNN and Non-Maximum Suppression. FPL Anupreetham Anupreetham, Mohamed Ibrahim, Mathew Hall, Andrew Boutros, Ajay Kuzhively, Abinash Mohanty, Eriko Nurvitadhi, Vaughn Betz, Yu Cao, Jae-sun Seo
2020	—	`conf`	From TensorFlow Graphs to LUTs and Wires: Automated Sparse and Physically Aware CNN Hardware Generation. FPT Mathew Hall, Vaughn Betz
2020	A	`conf`	HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs. FPGA Mathew Hall, Vaughn Betz
2020	J	`jnl`	HPIPE: Heterogeneous Layer-Pipelined and Sparse-Aware CNN Inference for FPGAs. CoRR Mathew Hall, Vaughn Betz
2020	—	`conf`	Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs. FPT Andrew Boutros, Mathew Hall, Nicolas Papernot, Vaughn Betz
2020	J	`jnl`	Neighbors From Hell: Voltage Attacks Against Deep Learning Accelerators on Multi-Tenant FPGAs. CoRR Andrew Boutros, Mathew Hall, Nicolas Papernot, Vaughn Betz
2018	J	`jnl`	Effectively Incorporating Expert Knowledge in Automated Software Remodularisation. IEEE Trans. Software Eng. Mathew Hall, Neil Walkinshaw, Phil McMinn
2016	A	`conf`	Data and Analysis Code for GP EFSM Inference. ICSME Mathew Hall, Neil Walkinshaw
2016	A	`conf`	Inferring Computational State Machine Models from Program Executions. ICSME Neil Walkinshaw, Mathew Hall
2014	C	`conf`	Automating the Design of Processor/Accelerator Embedded Systems with LegUp High-Level Synthesis. EUC Blair Fort, Andrew Canis, Jongsok Choi, Nazanin Calagar, Ruolong Lian, Stefan Hadjis, Yu Ting Chen, Mathew Hall, Bain Syrowik, Tomasz S. Czajkowski, Stephen Brown, Jason Helge Anderson
2014	A	`conf`	Establishing the Source Code Disruption Caused by Automated Remodularisation Tools. ICSME Mathew Hall, Muhammad Ali Khojaye, Neil Walkinshaw, Phil McMinn
2013	—	`—`	Improving software remodularisation. Mathew Hall
2012	—	`conf`	Supervised software modularisation. ICSM Mathew Hall, Neil Walkinshaw, Phil McMinn
2012	C	`conf`	Using Behaviour Inference to Optimise Regression Test Sets. ICTSS Ramsay Taylor, Mathew Hall, Kirill Bogdanov, John Derrick
2011	B	`conf`	Complexity Metrics for Hierarchical State Machines. SSBSE Mathew Hall
2011	—	`conf`	Search based hierarchy generation for reverse engineered state machines. SIGSOFT FSE Mathew Hall
2010	A	`conf`	Superstate identification for state machines using search-based clustering. GECCO Mathew Hall, Phil McMinn, Neil Walkinshaw