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2020 – today
- 2026
[j2]Tahereh Eftekhari
, Youran Sun:
Existence, uniqueness, and physics-informed deep neural networks for physical systems governed by SDEs characterized by multi-fractional Gaussian noise. Neurocomputing 663: 131884 (2026)- [i12]Youran Sun, Yixin Wen, Haizhao Yang:
ReSearch: A Multi-Stage Machine Learning Framework for Earth Science Data Discovery. CoRR abs/2601.14176 (2026) - [i11]Rohan Bhatnagar, Youran Sun, Chi Andrew Zhang, Yixin Wen, Haizhao Yang:
DRIFT: Detecting Representational Inconsistencies for Factual Truthfulness. CoRR abs/2601.14210 (2026) - [i10]Jianda Du, Youran Sun, Haizhao Yang:
AutoNumerics: An Autonomous, PDE-Agnostic Multi-Agent Pipeline for Scientific Computing. CoRR abs/2602.17607 (2026) - 2025
- [j1]Yingli Zhou, Yaodong Su, Youran Sun, Shu Wang, Taotao Wang, Runyuan He, Yongwei Zhang, Sicong Liang, Xilin Liu, Yuchi Ma, Yixiang Fang:
In-depth Analysis of Graph-based RAG in a Unified Framework. Proc. VLDB Endow. 18(13): 5623-5637 (2025) - [c2]Xinyu Guan, Li Lyna Zhang, Yifei Liu, Ning Shang, Youran Sun, Yi Zhu, Fan Yang, Mao Yang:
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking. ICML 2025 - [c1]Varun Rao, Youran Sun, Mahendra Kumar, Tejas Mutneja, Agastya Mukherjee, Haizhao Yang:
LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard. IDS 2025: 58-61 - [i9]Xinyu Guan, Li Lyna Zhang, Yifei Liu, Ning Shang, Youran Sun, Yi Zhu, Fan Yang, Mao Yang:
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking. CoRR abs/2501.04519 (2025) - [i8]Youran Sun, Babak Haghighat:
Phase Transitions in Large Language Models and the O(N) Model. CoRR abs/2501.16241 (2025) - [i7]Haoyu Liang, Youran Sun, Yunfeng Cai, Jun Zhu, Bo Zhang:
Jailbreaking LLMs' Safeguard with Universal Magic Words for Text Embedding Models. CoRR abs/2501.18280 (2025) - [i6]Yingli Zhou, Yaodong Su, Youran Sun, Shu Wang, Taotao Wang, Runyuan He, Yongwei Zhang, Sicong Liang, Xilin Liu, Yuchi Ma, Yixiang Fang:
In-depth Analysis of Graph-based RAG in a Unified Framework. CoRR abs/2503.04338 (2025) - [i5]Varun Rao, Youran Sun, Mahendra Kumar, Tejas Mutneja, Agastya Mukherjee, Haizhao Yang:
LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard. CoRR abs/2504.13125 (2025) - [i4]Raghav Thind, Youran Sun, Ling Liang, Haizhao Yang:
OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents. CoRR abs/2504.16918 (2025) - [i3]Xingyu Ren, Youran Sun, Haoyu Liang:
Correcting Mean Bias in Text Embeddings: A Refined Renormalization with Training-Free Improvements on MMTEB. CoRR abs/2511.11041 (2025) - [i2]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:
FrontierCS: Evolving Challenges for Evolving Intelligence. CoRR abs/2512.15699 (2025) - 2024
- [i1]Youran Sun, Yihua Liu, Yi-Shuai Niu:
Understand the Effectiveness of Shortcuts through the Lens of DCA. CoRR abs/2412.09853 (2024)
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