Youran Sun

According to our database, Youran Sun authored at least 14 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Semantic Data Processing with Holistic Data Understanding.

Youran Sun, Sepanta Zeighami, Bhavya Chopra, Shreya Shankar, Aditya G. Parameswaran

CoRR, April, 2026

AutoNumerics: An Autonomous, PDE-Agnostic Multi-Agent Pipeline for Scientific Computing.

Jianda Du, Youran Sun, Haizhao Yang

CoRR, February, 2026

DRIFT: Detecting Representational Inconsistencies for Factual Truthfulness.

Rohan Bhatnagar, Youran Sun, Chi Andrew Zhang, Yixin Wen, Haizhao Yang

CoRR, January, 2026

ReSearch: A Multi-Stage Machine Learning Framework for Earth Science Data Discovery.

Youran Sun, Yixin Wen, Haizhao Yang

CoRR, January, 2026

Existence, uniqueness, and physics-informed deep neural networks for physical systems governed by SDEs characterized by multi-fractional Gaussian noise.

Tahereh Eftekhari, Youran Sun

Neurocomputing, 2026

2025

FrontierCS: Evolving Challenges for Evolving Intelligence.

Qiuyang Mang, Wenhao Chai, Zhifei Li, Huanzhi Mao, Shang Zhou, Alexander Du, Hanchen Li, Shu Liu, Edwin Chen, Yichuan Wang, Xieting Chu, Zerui Cheng, Yuan Xu, Tian Xia, Zirui Wang, Tianneng Shi, Jianzhu Yao, Yilong Zhao, Qizheng Zhang, Charlie Ruan, Zeyu Shen, Kaiyuan Liu, Runyuan He, Dong Xing, Zerui Li, Zirong Zeng, Yige Jiang, Lufeng Cheng, Ziyi Zhao, Youran Sun, Wesley Zheng, Meiyuwang Zhang, Ruyi Ji, Xuechang Tu, Zihan Zheng, Zexing Chen, Kangyang Zhou, Zhaozi Wang, Jingbang Chen, Aleksandra Korolova, Peter Henderson, Pramod Viswanath, Vijay Ganesh, Saining Xie, Zhuang Liu, Dawn Song, Sewon Min, Ion Stoica, Joseph E. Gonzalez, Jingbo Shang, Alvin Cheung

CoRR, December, 2025

Correcting Mean Bias in Text Embeddings: A Refined Renormalization with Training-Free Improvements on MMTEB.

Xingyu Ren, Youran Sun, Haoyu Liang

CoRR, November, 2025

In-depth Analysis of Graph-based RAG in a Unified Framework.

Yingli Zhou, Yaodong Su, Youran Sun, Shu Wang, Taotao Wang, Runyuan He, Yongwei Zhang, Sicong Liang, Xilin Liu, Yuchi Ma, Yixiang Fang

Proc. VLDB Endow., September, 2025

OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents.

Raghav Thind, Youran Sun, Ling Liang, Haizhao Yang

CoRR, April, 2025

Jailbreaking LLMs' Safeguard with Universal Magic Words for Text Embedding Models.

Haoyu Liang, Youran Sun, Yunfeng Cai, Jun Zhu, Bo Zhang

CoRR, January, 2025

Phase Transitions in Large Language Models and the O(N) Model.

Youran Sun, Babak Haghighat

CoRR, January, 2025

LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard.

Varun Rao, Youran Sun, Mahendra Kumar, Tejas Mutneja, Agastya Mukherjee, Haizhao Yang

Proceedings of the 11th IEEE International Conference on Intelligent Data and Security, 2025

rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking.

Xinyu Guan, Li Lyna Zhang, Yifei Liu, Ning Shang, Youran Sun, Yi Zhu, Fan Yang, Mao Yang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Understand the Effectiveness of Shortcuts through the Lens of DCA.

Youran Sun, Yihua Liu, Yi-Shuai Niu

CoRR, 2024