News

WNCG professor Alex Dimakis of has been invited to serve as a member of the AI Commission of the US Chamber of Commerce. The Commission on Artificial Intelligence Competitiveness, Inclusion, and Innovation (AI Commission) will research and recommend artificial intelligence policies as it relates to regulation, international research and development competitiveness, and future jobs. The AI Commission will convene field hearings in key locations around the U.S. and internationally to explore these critical issues.

A new approach could lower computing costs and increase accessibility to state-of-the-art natural language processing. WNCG student Tianlong Chen is the lead author of a study in artificial intelligence that posits that hidden within massive neural networks, leaner subnetworks exist that can complete the same task more efficiently. The study is co-authored by WNCG assistant professor Zhangyang "Atlas" Wang, along with Jonathan Frankle of MIT CSAIL, and Shiyu Chang, Sijia Liu, and Yang Zhang, all of the MIT-IBM Watson AI Lab.

Text was considered relatively safe from adversarial attacks, because, whereas a malicious agent can make minute adjustments to an image or waveform of sound, it can’t alter a word by, say, 1%. But Prof. Alex Dimakis of Texas ECE and his collaborators have investigated a potential threat to text-comprehension AIs.  The research was led by UT student Qi Lei and collaborators at IBM Research and Amazon. The study was published in SysML 2019 and covered by Nature News. 

This Spring, WNCG welcomes Intel, NEC, and Western Digital as the newest WNCG Industrial Affiliates Program members. All three companies enter as Level 2 members. Since WNCG’s founding, the Industrial Affiliates Program has played a vital role in the group’s success. It facilitates “cooperation and mutual assistance” between WNCG and Affiliate companies. This collaboration between academia and industry embodies the group’s mission to “support research, provide highly relevant education and opportunities, [and] promote technical innovation, imagination and entrepreneurship.”

Fujitsu Laboratories of America recently joined the WNCG Industrial Affiliate Program as a Level Two Member.

Toyota InfoTechnology Center, U.S.A. (Toyota ITC), recently joined the WNCG Industrial Affiliate Program as a level one member, and as a founding member of the UT SAVES research initiative.

Governmental regulations and privacy concerns restrict access to data sets for individuals and only provide researchers with data in aggregated form. However, current machine learning and data mining techniques are restricted in their ability to effectively use such data. These limitations create roadblocks for companies looking for ways to better respond to their consumers’ needs while also providing safety and security for individual users.