Hey, I'm Jake.
I'm a PhD student at ASU's ARC Lab working on LLM reasoning and alignment. Before that, ten years building ML infrastructure in fintech.
Selected work
QA-LIGN: Aligning LLMs through Constitutionally Decomposed QAJacob Dineen, Aswin RRV, Qin Liu, Zhikun Xu, Xiao Ye, Ming Shen, Zhaonan Li, Shijie Lu, Chitta Baral, Muhao Chen, Ben Zhou VisAnalog: A Diagnostic Suite for Visual Concept Transfer on Natural ImagesZhaonan Li, Kyle R. Chickering, Bangzheng Li, Jacob Dineen, Xiao Ye, Zhikun Xu, Shijie Lu, Yuxi Huang, Ming Shen, Bach Nguyen, Jaya Adithya Pavuluri, Mau Son Nguyen, Sanika Chavan, Ngoc Minh Thu Le, Muhao Chen, Ben Zhou Unbiased Visual Reasoning with Controlled Visual InputsZhaonan Li, Shijie Lu, Fei Wang, Jacob Dineen, Xiao Ye, Zhikun Xu, Siyi Liu, Young Min Cho, Bangzheng Li, Daniel Chang, Kenny Nguyen, Qizheng Yang, Muhao Chen, Ben Zhou