Bill Dally

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 10

Top Topics

Top Venues

Publications

Mingjie Liu, Teodor-Dumitru Ene, Robert Kirby, Chris Cheng, Nathaniel Ross Pinckney, Rongjian Liang, Jonah Alben, Himyanshu Anand, Sanmitra Banerjee, Ismet Bayraktaroglu, Bonita Bhaskaran, Bryan Catanzaro, Arjun Chaudhuri, Sharon Clay, Bill Dally, Laura Dang, Parikshit Deshpande, Siddhanth Dhodhi, Sameer Halepete, Eric Hill, Jiashang Hu, Sumit Jain, Brucek Khailany, Kishor Kunal, Xiaowei Li, Hao Liu, Stuart F. Oberman, Sujeet Omar, Sreedhar Pratty, Jonathan Raiman, Ambar Sarkar, Zhengjiang Shao, Hanfei Sun, Pratik P. Suthar, Varun Tej, Kaizhe Xu, Haoxing Ren
ChipNeMo: Domain-Adapted LLMs for Chip Design. CoRR (2023)
Bill Dally
Hardware for Deep Learning. HCS (2023)
Jiawei Zhao, Steve Dai, Rangharajan Venkatesan, Ming-Yu Liu, Brucek Khailany, Bill Dally, Anima Anandkumar
Low-Precision Training in Logarithmic Number System using Multiplicative Weight Update. CoRR (2021)
Huizi Mao, Xiaodong Yang, Bill Dally
A Delay Metric for Video Object Detection: What Average Precision Fails to Tell. ICCV (2019)
Huizi Mao, Taeyoung Kong, Bill Dally
CaTDet: Cascaded Tracked Detector for Efficient Object Detection from Video. MLSys (2019)
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin G. Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan R. Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar
SysML: The New Frontier of Machine Learning Systems. CoRR (2019)
Yujun Lin, Song Han, Huizi Mao, Yu Wang, Bill Dally
Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training. ICLR (Poster) (2018)
Babak Falsafi, Bill Dally, Desh Singh, Derek Chiou, Joshua J. Yi, Resit Sendag
FPGAs versus GPUs in Data centers. IEEE Micro 37 (1) (2017)
Bill Dally
Efficient methods and hardware for deep learning. TIML@ISCA (2017)
Song Han, Xingyu Liu, Huizi Mao, Jing Pu, Ardavan Pedram, Mark Horowitz, Bill Dally
Deep compression and EIE: Efficient inference engine on compressed deep neural network. Hot Chips Symposium (2016)
Bill Dally
Power, Programmability, and Granularity: The Challenges of ExaScale Computing. IPDPS (2011)
Bill Dally
Power, programmability, and granularity: The challenges of ExaScale computing. ITC (2011)
Robert A. Iannucci, Anant Agarwal, Bill Dally, Anoop Gupta, Greg Papadopoulos, Burton J. Smith
Architectural and implementation issues for multithreading (panel session I). SIGARCH Comput. Archit. News 22 (1) (1994)