vix.ing · top · new · best · stats · spec

Peng Cui

  1. Agents: An Open-source Framework for Autonomous Language Agents
    2023/09/14 by Wangchunshu Zhou, Zhou, Wangchunshu, Yuchen Eleanor Jiang +33 · 2 voices · 15 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
  2. Towards Out-Of-Distribution Generalization: A Survey
    2021/08/31 by Jiashuo Liu, Liu, Jiashuo, Zheyan Shen +11 · 37 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  3. RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text
    2023/05/22 by Wangchunshu Zhou, Yuchen Eleanor Jiang, Zhou, Wangchunshu +13 · 1 voice · 7 citations
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Scientific Computing and Data Management #Topic Modeling #cs.CL #cs.LG
  4. Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization
    2023/03/03 by Xingxuan Zhang, Renzhe Xu, Zhang, Xingxuan +7 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning and ELM
  5. A Nucleus-Localized Long Non-Coding RNA Enhances Drought and Salt Stress Tolerance
    2017/09/08 by Tao Qin, Huayan Zhao, Peng Cui +2 · 5 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Plant Molecular Biology Research #Plant Gene Expression Analysis #Plant-Microbe Interactions and Immunity
  6. Structural Deep Embedding for Hyper-Networks
    2017/11/28 by Ke Tu, Peng Cui, Tu, Ke +7 · 5 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Social and Information Networks (cs.SI)
  7. Towards Unsupervised Domain Generalization
    2021/07/13 by Xingxuan Zhang, Linjun Zhou, Zhang, Xingxuan +9 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  8. Generalizing Graph Neural Networks on Out-Of-Distribution Graphs
    2021/11/20 by Shaohua Fan, Fan, Shaohua, Xiao Wang +7 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. A Survey on Evaluation of Out-of-Distribution Generalization
    2024/03/04 by Yu Han, Jiashuo Liu, Yu, Han +7 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG)
  10. A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding Models
    2019/08/04 by Heng Chang, Chang, Heng, Yu Rong +13 · 2 citations
    Computer Science · #Advanced Graph Neural Networks
  11. How to Select Datapoints for Efficient Human Evaluation of NLG Models?
    2025/01/30 by Vilém Zouhar, Zouhar, Vilém, Peng Cui +3 · 1 voice · 6 citations
    Computer Science · Psychology · #Context-Aware Activity Recognition Systems #Human-Automation Interaction and Safety #Intelligent Tutoring Systems and Adaptive Learning #cs.CL
  12. Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs
    2020/06/08 by Ziwei Zhang, Peng Cui, Zhang, Ziwei +7 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Topic Modeling #Complex Network Analysis Techniques
  13. Causal Disentanglement for Semantics-Aware Intent Learning in Recommendation
    2022/02/05 by Xiangmeng Wang, Qian Li, Wang, Xiangmeng +9 · 2 citations
    Computer Science · #Recommender Systems and Techniques #Machine Learning in Healthcare #Domain Adaptation and Few-Shot Learning
  14. On the Out-Of-Distribution Generalization of Multimodal Large Language Models
    2024/02/09 by Xingxuan Zhang, Zhang, Xingxuan, Jiansheng Li +15 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  15. A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection
    2022/05/20 by Bingzhe Wu, Jintang Li, Wu, Bingzhe +37 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  16. Competing for Shareable Arms in Multi-Player Multi-Armed Bandits
    2023/05/30 by Renzhe Xu, Xu, Renzhe, Haotian Wang +7 · 3 citations
    Decision Sciences · Social Sciences · #Advanced Bandit Algorithms Research #Auction Theory and Applications #Experimental Behavioral Economics Studies
  17. Neural Eigenfunctions Are Structured Representation Learners
    2022/10/23 by Zhijie Deng, Jiaxin Shi, Deng, Zhijie +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  18. Stable Learning via Sparse Variable Independence
    2022/12/02 by Han Yu, Yu, Han, Peng Cui +11 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  19. Emergence and Causality in Complex Systems: A Survey on Causal Emergence and Related Quantitative Studies
    2023/12/28 by Bing Yuan, Yuan, Bing, Jiang Zhang +15 · 2 citations
    Computer Science · Decision Sciences · #68P30 #Adaptation and Self-Organizing Systems (nlin.AO) #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Complex Systems and Decision Making #FOS: Computer and information sciences #FOS: Physical sciences #Innovation Diffusion and Forecasting #K.3.2 #Physics and Society (physics.soc-ph)
  20. LimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence
    2025/09/03 by Xingxuan Zhang, Zhang, Xingxuan, Gang Ren +72 · 10 citations
    Computer Science · #Machine Learning and Data Classification #Big Data and Digital Economy #Explainable Artificial Intelligence (XAI)
  21. Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks
    2020/10/13 by Peng Cui, Cui, Peng, Le Hu +3 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  22. Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation
    2021/04/07 by Kai Wang, Wang, Kai, Zhene Zou +13 · 1 citation
    Decision Sciences · Computer Science · Engineering · #Advanced Bandit Algorithms Research #Recommender Systems and Techniques #Smart Grid Energy Management
  23. Investigating the Zone of Proximal Development of Language Models for In-Context Learning
    2025/02/10 by Peng Cui, Cui, Peng, Mrinmaya Sachan +1 · 3 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  24. Stable Prediction across Unknown Environments
    2018/06/16 by Kun Kuang, Kuang, Kun, Ruoxuan Xiong +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning and ELM
  25. Topic-Guided Abstractive Multi-Document Summarization
    2021/10/21 by Peng Cui, Le Hu, Cui, Peng +1 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  26. A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization
    2021/11/03 by Renzhe Xu, Xingxuan Zhang, Xu, Renzhe +7 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare #Machine Learning and ELM
  27. Learning Sample Difficulty from Pre-trained Models for Reliable Prediction
    2023/04/20 by Peng Cui, Dan Zhang, Cui, Peng +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification