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Workshop Program

Program


- Slides and camera-ready papers will be posted by the workshop

- Remote participation is available at: Zoom connection + Slides and camera-ready papers will be posted by the workshop.

+ Remote participation is available at: Zoom connection
@@ -66,7 +67,7 @@

Program

- + @@ -75,7 +76,7 @@

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style="font-size:10pt;font-style:italic">Vladimir Loncar, MIT - + @@ -83,7 +84,7 @@

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- + @@ -91,7 +92,7 @@

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- + @@ -103,9 +104,10 @@

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- + - + @@ -113,7 +115,7 @@

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- + @@ -121,7 +123,7 @@

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- + @@ -145,8 +147,8 @@

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style="font-size:10pt;font-style:italic">Caroline Johnson (UW), Scott Hauck, Shih-Chieh Hsu, Waiz Khan, Stephany Ayala-Cerna, Geoff Jones, Anatoliy Martynyuk, Matthew Bavier, Oleh Kondratyuk, Trinh Nguyen, Jan Silva, Aidan Short (UW) - - + + @@ -155,8 +157,9 @@

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style="font-size:10pt;font-style:italic">Hanrui Wang (MIT), Kevin Shao (MIT), Dantong Li (Yale University), Jiaqi Gu (ASU), David Pan (University of Texas), Yongshan Ding (Yale University), Song Han (MIT) - - + + @@ -164,8 +167,8 @@

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- - + + @@ -177,8 +180,9 @@

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James Hirschauer (FNAL), Shruti Kulkarni (ORNL), Ron Lipton (FNAL), Petar Maksimovic (JHU), Corinne Mills (UIC), Mark Neubauer (UIUC), Benjamin Parpillon, Gauri Pradhan, Chinar Syal, Nhan Tran (FNAL), Dahai Wen (JHU), Aaron Young (ORNL) - - + + @@ -194,8 +198,8 @@

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Javier Mauricio Duarte (UCSD), Ryan Kastner (UCSD) - - + + @@ -210,8 +214,8 @@

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Scott Hauck, Shih-Chieh Hsu (UW), Bo-Cheng Lai (National Yang Ming Chiao Tung University) - - + + @@ -236,8 +240,9 @@

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Daehoon Kim, Seokyong Lee (Asicland Company), Daewoo Choi (Hankuk University of Foreign Studies) - - + + @@ -248,8 +253,8 @@

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Yilian Liu (Cornell University), Pengyu Liu (CMU), Song Han (MIT) - - + +
Welcome and introduction
Organizers
[Slides][Slides]
8:30 [Slides][Slides]
9:00 Design Tools Perspective
David Burnette, Siemens
[Slides][Slides]
9:30 Designing Hardware for Machine Learning
John Wawrzynek, UC Berkeley
[Slides][Slides]
10:00
10:30 30'Design Tools Perspective
Elliott Delaye, AMD
Design Tools Perspective
Elliott Delaye, + AMD
[Slides][Slides]
11:00 Fast ML in the NSF A3D3 Institute
Shih-Chieh Hsu, UW
[Slides][Slides]
11:30 Fast ML in Material Sciences
Jana Thayer, SLAC
[Slides][Slides]
12:00 Robust and Efficient ML
Bhavya Kailkhura, LLNL
[Slides][Slides]
1:30[Paper][Slides][Paper][Slides]
1:50[Paper][Slides][Paper] + [Slides]
2:10 Benchmarking the Robustness of Neural Network-based Partial Differential Equation Solver
Jiaqi Gu (ASU), Mohit Dighamber, Zhengqi Gao, Duane S. Boning (MIT)
[Paper][Slides][Paper][Slides]
2:30[Paper][Slides][Paper] + [Slides]
2:50[Paper][Slides][Paper][Slides]
3:10[Paper][Slides][Paper][Slides]
3:30[Paper][Slides][Paper][Slides] +
4:20[Paper][Slides][Paper][Slides]