| 2025 | ICML | 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 |
| 2025 | ICML | LongRoPE2: Near-Lossless LLM Context Window Scaling. | Ning Shang, Li Lyna Zhang, Siyuan Wang, Gaokai Zhang, Gilsinia Lopez, Fan Yang, Weizhu Chen, Mao Yang |
| 2024 | ACL | WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning. | Zhaojian Yu, Xin Zhang, Ning Shang, Yangyu Huang, Can Xu, Yishujie Zhao, Wenxiang Hu, Qiufeng Yin |
| 2024 | ICML | LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens. | Yiran Ding, Li Lyna Zhang, Chengruidong Zhang, Yuanyuan Xu, Ning Shang, Jiahang Xu, Fan Yang, Mao Yang |
| 2024 | OSDI | nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training. | Zhiqi Lin, Youshan Miao, Quanlu Zhang, Fan Yang, Yi Zhu, Cheng Li, Saeed Maleki, Xu Cao, Ning Shang, Yilei Yang, Weijiang Xu, Mao Yang, Lintao Zhang, Lidong Zhou |
| 2019 | SecureComm | Power Analysis and Protection on SPECK and Its Application in IoT. | Jing Ge, An Wang, Liehuang Zhu, Xin Liu, Ning Shang, Guoshuang Zhang |
| 2018 | AMIA | Sequencing EHR for Disease Subtyping. | Po-Hsiang Chiu, Ning Shang, Chunhua Weng |
| 2018 | AMIA | Low Screening Rates for Diabetes Mellitus Among Family Members of Affected Relatives. | Fernanda C. Polubriaginof, Ning Shang, George Hripcsak, Nicholas P. Tatonetti, David K. Vawdrey |
| 2016 | AMIA | Classification-by-Analogy: Using Vector Representations of Implicit Relationships to Identify Plausibly Causal Drug/Side-effect Relationships. | Justin Mower, Devika Subramanian, Ning Shang, Trevor Cohen |
| 2016 | AMIA | A Method for Enhancing the Portability of Electronic Phenotyping Algorithms: An eMERGE Pilot Study. | Ning Shang, Chunhua Weng, George Hripcsak |
| 2015 | AMIA | A Framework for Assessing Clinical Data Suitability for Observational Study. | Ning Shang, Chunhua Weng, George Hripcsak |
| 2014 | AMIA | Identifying Plausible Adverse Drug Reactions Using Knowledge Extracted from the Literature. | Ning Shang, Hua Xu, Thomas C. Rindflesch, Trevor Cohen |
| 2012 | AMIA | Information Foraging Behavior in a Trauma Emergency Department. | Ning Shang, Thomas George Kannampallil, Amy Franklin |
| 2012 | SACMAT | Efficient privacy preserving content based publish subscribe systems. | Mohamed Nabeel, Ning Shang, Elisa Bertino |
| 2010 | CCS | Controlling data disclosure in computational PIR protocols. | Ning Shang, Gabriel Ghinita, Yongbin Zhou, Elisa Bertino |
| 2010 | ICDE | A privacy-preserving approach to policy-based content dissemination. | Ning Shang, Mohamed Nabeel, Federica Paci, Elisa Bertino |
| 2010 | SIGMOD | Mask: a system for privacy-preserving policy-based access to published content. | Mohamed Nabeel, Ning Shang, John Zage, Elisa Bertino |
| 2009 | MDM | VeryIDX - A Privacy Preserving Digital Identity Management System for Mobile Devices. | Federica Paci, Ning Shang, Kevin Steuer Jr., Ruchith Fernando, Elisa Bertino |
| 2007 | WAIFI | Explicit Formulas for Real Hyperelliptic Curves of Genus 2 in Affine Representation. | Stefan Erickson, Michael J. Jacobson Jr., Ning Shang, Shuo Shen, Andreas Stein |
| 2005 | PAKDD | A Top-Down Algorithm for Mining Web Access Patterns from Web Logs. | Jiankui Guo, Beijun Ruan, Zunping Cheng, Fang-zhong Su, Yaqin Wang, Xu-bin Deng, Ning Shang, Yangyong Zhu |