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Nicholas Synovic

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

5

Venues

4

Active years

2023–2024

Best venue rank

A*

Where they publish

Papers

5 indexed papers, newest first.

YearVenueTitleAuthors
2024ASPDACAn automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions.Caleb Tung, Nicholas Eliopoulos, Purvish Jajal, Gowri Ramshankar, Cheng-Yun Yang, Nicholas Synovic, Xuecen Zhang, Vipin Chaudhary, George K. Thiruvathukal, Yung-Hsiang Lu
2024ESEMWhat do we know about Hugging Face? A systematic literature review and quantitative validation of qualitative claims.Jason Jones, Wenxin Jiang, Nicholas Synovic, George K. Thiruvathukal, James C. Davis
2024MSRPeaTMOSS: A Dataset and Initial Analysis of Pre-Trained Models in Open-Source Software.Wenxin Jiang, Jerin Yasmin, Jason Jones, Nicholas Synovic, Jiashen Kuo, Nathaniel Bielanski, Yuan Tian, George K. Thiruvathukal, James C. Davis
2023ICSEAn Empirical Study of Pre-Trained Model Reuse in the Hugging Face Deep Learning Model Registry.Wenxin Jiang, Nicholas Synovic, Matt Hyatt, Taylor R. Schorlemmer, Rohan Sethi, Yung-Hsiang Lu, George K. Thiruvathukal, James C. Davis
2023MSRPTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages.Wenxin Jiang, Nicholas Synovic, Purvish Jajal, Taylor R. Schorlemmer, Arav Tewari, Bhavesh Pareek, George K. Thiruvathukal, James C. Davis