Publications

Google Scholar

2024

  1. Preprint
    ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
    Ziru Chen, Shijie Chen, Yuting Ning, Qianheng Zhang, Boshi Wang, Botao Yu, Yifei Li, Zeyi Liao, Chen Wei, Zitong Lu, and  others
    arXiv preprint arXiv:2410.05080, 2024
    PDF Code Website
  2. Preprint
    Pandora: Towards General World Model with Natural Language Actions and Video States
    Jiannan Xiang, Guangyi Liu, Yi Gu, Qiyue Gao, Yuting Ning, Yuheng Zha, Zeyu Feng, Tianhua Tao, Shibo Hao, Yemin Shi, Zhengzhong Liu, Eric P. Xing, and Zhiting Hu
    2024
    PDF Code Website
  3. Preprint
    EduNLP: Towards a Unified and Modularized Library for Educational Resources
    Zhenya Huang, Yuting Ning, Longhu Qin, Shiwei Tong, Shangzi Xue, Tong Xiao, Xin Lin, Jiayu Liu, Qi Liu, Enhong Chen, and  others
    arXiv preprint arXiv:2406.01276, 2024
    PDF Code
  4. EMNLP
    In Search of the Long-Tail: Systematic Generation of Long-Tail Knowledge via Logical Rule Guided Search
    Huihan Li, Yuting Ning, Zeyi Liao, Siyuan Wang, Xiang Lorraine Li, Ximing Lu, Faeze Brahman, Wenting Zhao, Yejin Choi, and Xiang Ren
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
    PDF Code Dataset

2023

  1. AAAI
    Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training
    Yuting Ning, Zhenya Huang, Xin Lin, Enhong Chen, Shiwei Tong, Zheng Gong, and Shijin Wang
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2023
    PDF Code Poster Slides
  2. Preprint
    A Novel Approach for Auto-Formulation of Optimization Problems
    Yuting Ning, Jiayu Liu, Longhu Qin, Tong Xiao, Shangzi Xue, Zhenya Huang, Qi Liu, Enhong Chen, and Jinze Wu
    arXiv preprint arXiv:2302.04643, 2023
    PDF Code
  3. Preprint
    Efficiently Measuring the Cognitive Ability of LLMs: An Adaptive Testing Perspective
    Yan Zhuang, Qi Liu, Yuting Ning, Weizhe Huang, Rui Lv, Zhenya Huang, Guanhao Zhao, Zheng Zhang, Qingyang Mao, Shijin Wang, and  others
    arXiv preprint arXiv:2306.10512, 2023
    PDF
  4. TOIS
    Federated User Modeling from Hierarchical Information
    Qi Liu, Jinze Wu, Zhenya Huang, Hao Wang, Yuting Ning, Ming Chen, Enhong Chen, Jinfeng Yi, and Bowen Zhou
    ACM Transactions on Information Systems, 2023
    PDF
  5. TKDD
    TechPat: Technical Phrase Extraction for Patent Mining
    Ye Liu, Han Wu, Zhenya Huang, Hao Wang, Yuting Ning, Jianhui Ma, Qi Liu, and Enhong Chen
    ACM Transactions on Knowledge Discovery from Data, 2023
    PDF
  6. IJCAI
    Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification
    Zheng Gong, Guifeng Wang, Ying Sun, Qi Liu, Yuting Ning, Hui Xiong, and Jingyu Peng
    In 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023, 2023
    PDF

2021

  1. WWW
    Hierarchical personalized federated learning for user modeling
    Jinze Wu, Qi Liu, Zhenya Huang, Yuting Ning, Hao Wang, Enhong Chen, Jinfeng Yi, and Bowen Zhou
    In Proceedings of the Web Conference, 2021
    PDF
  2. CCIS
    Stable and Diverse: A Unified Approach for Computerized Adaptive Testing
    Yuting Ning, Ye Liu, Zhenya Huang, Haoyang Bi, Qi Liu, Enhong Chen, and Dan Zhang
    In IEEE 7th International Conference on Cloud Computing and Intelligent Systems (CCIS), 2021
    PDF
▶ nnnyt.github.io's clustrmaps 🌎