5 citations · 6 across the 8 of their papers we have counts for
8 papers
Contextualized Dynamic Explanations: A Vision
Zhicheng Liu, Jason H Li, Greg Briskin
Asynchronous data-driven explanations often fail because the content and presentation are not tailored to the target audience, and they provide limited opportunities for active aud…
Faster Negative-Weight Shortest Paths and Directed Low-Diameter Decompositions
Jason Li, Connor Mowry, Satish Rao
We present a faster algorithm for low-diameter decompositions on directed graphs, matching the loss factor from Bringmann, Fischer, Haeupler, and Latypov (ICA…
Error Reflection Prompting: Can Large Language Models Successfully Understand Errors?
Jason Li, Lauren Yraola, Kevin Zhu +1
Prompting methods for language models, such as Chain-of-thought (CoT), present intuitive step-by-step processes for problem solving. These methodologies aim to equip models with a…
Simpler and Faster Directed Low-Diameter Decompositions
Jason Li
We present a simpler and faster algorithm for low-diameter decompositions on directed graphs, matching the loss factor from Bringmann, Fischer, Haeupler, and…
A Bottom-Up Algorithm for Negative-Weight SSSP with Integrated Negative Cycle Finding
Jason Li, Connor Mowry
We present a simplified algorithm for solving the Negative-Weight Single-Source Shortest Paths (SSSP) problem, focusing on enhancing clarity and practicality over prior methods. Ou…
Mechanistic Interpretability of Binary and Ternary Transformers
Jason Li
Recent research (arXiv:2310.11453, arXiv:2402.17764) has proposed binary and ternary transformer networks as a way to significantly reduce memory and improve inference speed in Lar…
zkLLM: Zero Knowledge Proofs for Large Language Models
Haochen Sun, Jason Li, Hongyang Zhang
The recent surge in artificial intelligence (AI), characterized by the prominence of large language models (LLMs), has ushered in fundamental transformations across the globe. Howe…
AstroLLaMA: Towards Specialized Foundation Models in Astronomy
Tuan Dung Nguyen, Yuan-Sen Ting, Ioana Ciucă +21
Large language models excel in many human-language tasks but often falter in highly specialized domains like scholarly astronomy. To bridge this gap, we introduce AstroLLaMA, a 7-b…