Yuan-Sen Ting

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Scientific Discovery

Principal Curvatures

Top Venues

Publications

Yuan-Sen Ting, Tuan Dung Nguyen, Tirthankar Ghosal, Rui Pan, Hardik Arora, Zechang Sun, Tijmen de Haan, Nesar Ramachandra, Azton Wells, Sandeep Madireddy, Alberto Accomazzi
AstroMLab 1: Who Wins Astronomy Jeopardy!? CoRR (2024)
Ernest Perkowski, Rui Pan, Tuan Dung Nguyen, Yuan-Sen Ting, Sandor Kruk, Tong Zhang, Charlie O'Neill, Maja Jablonska, Zechang Sun, Michael J. Smith, Huiling Liu, Kevin Schawinski, Kartheik Iyer, Ioana Ciuca, UniverseTBD
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets. CoRR (2024)
Jiashu Pan, Yuan-Sen Ting, Yang Huang, Jie Yu, Ji-Feng Liu
The Scaling Law in Stellar Light Curves. CoRR (2024)
Zechang Sun, Yuan-Sen Ting, Yaobo Liang, Nan Duan, Song Huang, Zheng Cai
Knowledge Graph in Astronomical Research with Large Language Models: Quantifying Driving Forces in Interdisciplinary Scientific Discovery. CoRR (2024)
Charles O'Neill, Jack W. Miller, Ioana Ciuca, Yuan-Sen Ting, Thang Bui
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content. CoRR (2023)
Ioana Ciuca, Yuan-Sen Ting, Sandor Kruk, Kartheik Iyer
Harnessing the Power of Adversarial Prompting and Large Language Models for Robust Hypothesis Generation in Astronomy. CoRR (2023)
Charles O'Neill, Yuan-Sen Ting, Ioana Ciuca, Jack W. Miller, Thang Bui
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation. CoRR (2023)
Jiashu Pan, Yuan-Sen Ting, Jie Yu
Astroconformer: The Prospects of Analyzing Stellar Light Curves with Transformer-Based Deep Learning Models. CoRR (2023)
Tuan Dung Nguyen, Yuan-Sen Ting, Ioana Ciuca, Charlie O'Neill, Ze-Chang Sun, Maja Jablonska, Sandor Kruk, Ernest Perkowski, Jack W. Miller, Jason Li, Josh Peek, Kartheik Iyer, Tomasz Rózanski, Pranav Khetarpal, Sharaf Zaman, David Brodrick, Sergio J. Rodríguez Méndez, Thang Bui, Alyssa Goodman, Alberto Accomazzi, Jill P. Naiman, Jesse Cranney, Kevin Schawinski, UniverseTBD
AstroLLaMA: Towards Specialized Foundation Models in Astronomy. CoRR (2023)
Ioana Ciuca, Yuan-Sen Ting
Galactic ChitChat: Using Large Language Models to Converse with Astronomy Literature. CoRR (2023)
Jiashu Pan, Yuan-Sen Ting, Jie Yu
Astroconformer: Inferring Surface Gravity of Stars from Stellar Light Curves with Transformer. CoRR (2022)
Sankalp Gilda, Stark C. Draper, Sebastien Fabbro, William Mahoney, Simon Prunet, Kanoa Withington, Matthew Wilson, Yuan-Sen Ting, Andrew Sheinis
Uncertainty-Aware Learning for Improvements in Image Quality of the Canada-France-Hawaii Telescope. CoRR (2021)