Isaac Liao

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 6

Top Topics

Graphical User Interface

Scientific Visualization

Program Synthesis

Top Venues

Tangible and Embedded Interaction

Trans. Mach. Learn. Res.

Publications

Eric J. Michaud, Isaac Liao, Vedang Lad, Ziming Liu, Anish Mudide, Chloe Loughridge, Zifan Carl Guo, Tara Rezaei Kheirkhah, Mateja Vukelic, Max Tegmark
Opening the AI black box: program synthesis via mechanistic interpretability. CoRR (2024)
Joshua Engels, Isaac Liao, Eric J. Michaud, Wes Gurnee, Max Tegmark
Not All Language Model Features Are Linear. CoRR (2024)
Isaac Liao, Ziming Liu, Max Tegmark
Generating Interpretable Networks using Hypernetworks. CoRR (2023)
Isaac Liao, Rumen Dangovski, Jakob Nicolaus Foerster, Marin Soljacic
Learning to Optimize Quasi-Newton Methods. Trans. Mach. Learn. Res. 2023 (2023)
Isaac Liao, Rumen R. Dangovski, Jakob N. Foerster, Marin Soljacic
Learning to Optimize Quasi-Newton Methods. CoRR (2022)
Joyce Ma, Lisa Sindorf, Isaac Liao, Jennifer Frazier
Using a Tangible Versus a Multi-touch Graphical User Interface to Support Data Exploration at a Museum Exhibit. Tangible and Embedded Interaction (2015)
Isaac Liao, Wei-Hsien Hsu, Kwan-Liu Ma
Storytelling via Navigation: A Novel Approach to Animation for Scientific Visualization. Smart Graphics (2014)
Jia-Kai Chou, Isaac Liao, Kwan-Liu Ma, Chuan-Kai Yang
A Study on Enhancing Timeline-Like Visualization with Verbal Text. CW (2013)
Kwan-Liu Ma, Isaac Liao, Jennifer Frazier, Helwig Hauser, Helen-Nicole Kostis
Scientific Storytelling Using Visualization. IEEE Computer Graphics and Applications 32 (1) (2012)
Joyce Ma, Isaac Liao, Kwan-Liu Ma, Jennifer Frazier
Living Liquid: Design and Evaluation of an Exploratory Visualization Tool for Museum Visitors. IEEE Trans. Vis. Comput. Graph. 18 (12) (2012)
Tarik Crnovrsanin, Isaac Liao, Yingcai Wu, Kwan-Liu Ma
Visual Recommendations for Network Navigation. Comput. Graph. Forum 30 (3) (2011)