Publications
Showing 8 of 16 Publications
  • Aug 18, 2026
    When AI Designs AI: Innovation or Imitation?
    Authors:
    Yikang Yang, Zhengxin Yang*, Luzhou Peng, Minghao Luo, Yanqi Kan, Wanling Gao, Jianfeng Zhan
    Corresponding:
    Zhengxin Yang*
    Publish @
    Preprint
    Published as paper at Preprint.
    • paper
    • Preprint
    View Citation
    @misc{yang2026aidesignsaiinnovation,
          title={When AI Designs AI: Innovation or Imitation?}, 
          author={Yikang Yang and Zhengxin Yang and Luzhou Peng and Minghao Luo and Yanqi Kan and Wanling Gao and Jianfeng Zhan},
          year={2026},
          eprint={2608.17471},
          archivePrefix={arXiv},
          primaryClass={cs.AI},
          url={https://arxiv.org/abs/2608.17471}, 
    }
    Open PaperSee Details at Yangs-AI
  • Feb 03, 2026
    Probing Memes in LLMs: A Paradigm for the Entangled Evaluation World
    Authors:
    Luzhou Peng, Zhengxin Yang*, Honglu Ji, Yikang Yang, Fanda Fan, Wanling Gao, Jiayuan Ge, Yilin Han, Jianfeng Zhan
    Corresponding:
    Zhengxin Yang*
    Publish @
    Preprint
    Published as paper at Preprint.
    • paper
    • Preprint
    View Citation
    @misc{peng2026probingmemesllmsparadigm,
          title={Probing Memes in LLMs: A Paradigm for the Entangled Evaluation World}, 
          author={Luzhou Peng and Zhengxin Yang and Honglu Ji and Yikang Yang and Fanda Fan and Wanling Gao and Jiayuan Ge and Yilin Han and Jianfeng Zhan},
          year={2026},
          eprint={2603.04408},
          archivePrefix={arXiv},
          primaryClass={cs.CL},
          url={https://arxiv.org/abs/2603.04408}, 
    }
    Open PaperSee Details at Yangs-AI
  • Feb 03, 2026
    GraDE: A Graph Diffusion Estimator for Frequent Subgraph Discovery in Neural Architectures
    Authors:
    Yikang Yang, Zhengxin Yang*, Minghao Luo, Luzhou Peng, Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng Zhan
    Corresponding:
    Zhengxin Yang*
    Publish @
    Preprint
    Published as paper at Preprint.
    • paper
    • Preprint
    View Citation
    @misc{yang2026gradegraphdiffusionestimator,
          title={GraDE: A Graph Diffusion Estimator for Frequent Subgraph Discovery in Neural Architectures}, 
          author={Yikang Yang and Zhengxin Yang and Minghao Luo and Luzhou Peng and Hongxiao Li and Wanling Gao and Lei Wang and Jianfeng Zhan},
          year={2026},
          eprint={2602.03257},
          archivePrefix={arXiv},
          primaryClass={cs.LG},
          url={https://arxiv.org/abs/2602.03257}, 
    }
    Open PaperSee Details at Yangs-AI
  • Sep 06, 2025
    Artificial Intelligence Designed Artificial Intelligence
    Authors:
    Zhengxin Yang
    Publish @
    Preprint
    Published as paper at Preprint.
    • paper
    • Preprint
    View Citation
    @unpublished{yang:hal-05243279,
      TITLE = {{Artificial Intelligence Designed Artificial Intelligence}},
      AUTHOR = {Yang, Zhengxin},
      URL = {https://hal.science/hal-05243279},
      NOTE = {working paper or preprint},
      YEAR = {2025},
      MONTH = Sep,
      KEYWORDS = {AIDAI ; AI-Designed AI ; AI-Centered},
      PDF = {https://hal.science/hal-05243279v1/file/aidai.pdf},
      HAL_ID = {hal-05243279},
      HAL_VERSION = {v1},
    }
    Open PaperSee Details at Yangs-AI
  • Apr 28, 2025
    Evaluatology's perspective on AI evaluation in critical scenarios: From tail quality to landscape
    Authors:
    Zhengxin Yang
    Publish @
    TBench
    Published as paper at TBench.
    • paper
    • TBench
    View Citation
    @article{YANG2025100203,
    title = {Evaluatology's perspective on AI evaluation in critical scenarios: From tail quality to landscape},
    journal = {BenchCouncil Transactions on Benchmarks, Standards and Evaluations},
    volume = {5},
    number = {1},
    pages = {100203},
    year = {2025},
    issn = {2772-4859},
    doi = {https://doi.org/10.1016/j.tbench.2025.100203},
    url = {https://www.sciencedirect.com/science/article/pii/S277248592500016X},
    author = {Zhengxin Yang},
    keywords = {Tail Quality, Evaluatology, AI inference},
    }
    Open PaperSee Details at Yangs-AI
  • Jun 20, 2024
    Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture
    Authors:
    Zhengxin Yang, Wanling Gao, Luzhou Peng, Yunyou Huang, Fei Tang, Jianfeng Zhan
    Publish @
    Preprint
    Published as paper at Preprint.
    • paper
    • Preprint
    View Citation
    @misc{yang2024youngerdatasetartificialintelligencegenerated,
          title={Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture}, 
          author={Zhengxin Yang and Wanling Gao and Luzhou Peng and Yunyou Huang and Fei Tang and Jianfeng Zhan},
          year={2024},
          eprint={2406.15132},
          archivePrefix={arXiv},
          primaryClass={cs.LG},
          url={https://arxiv.org/abs/2406.15132}, 
    }
    Open PaperSee Details at Yangs-AI
  • Apr 30, 2024
    Evaluatology: The Science and Engineering of Evaluation
    Authors:
    Jianfeng Zhan, Lei Wang, Wanling Gao, Hongxiao Li, Chenxi Wang, Yunyou Huang, Yatao Li, Zhengxin Yang, Guoxin Kang, Chunjie Luo, Hainan Ye, Shaopeng Dai, Zhifei Zhang
    Publish @
    TBench
    Published as paper at TBench.
    • paper
    • TBench
    View Citation
    @article{ZHAN2024100162,
    title = {Evaluatology: The science and engineering of evaluation},
    journal = {BenchCouncil Transactions on Benchmarks, Standards and Evaluations},
    volume = {4},
    number = {1},
    pages = {100162},
    year = {2024},
    issn = {2772-4859},
    doi = {https://doi.org/10.1016/j.tbench.2024.100162},
    url = {https://www.sciencedirect.com/science/article/pii/S2772485924000140},
    author = {Jianfeng Zhan and Lei Wang and Wanling Gao and Hongxiao Li and Chenxi Wang and Yunyou Huang and Yatao Li and Zhengxin Yang and Guoxin Kang and Chunjie Luo and Hainan Ye and Shaopeng Dai and Zhifei Zhang}
    }
    Open PaperSee Details at Yangs-AI
  • Nov 03, 2019
    Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation
    Authors:
    Zhengxin Yang, Jinchao Zhang, Fandong Meng, Shuhao Gu, Yang Feng, Jie Zhou
    Publish @
    EMNLP
    Published as paper at EMNLP.
    • paper
    • EMNLP
    View Citation
    @inproceedings{yang-etal-2019-enhancing,
        title = "Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation",
        author = "Yang, Zhengxin  and
          Zhang, Jinchao  and
          Meng, Fandong  and
          Gu, Shuhao  and
          Feng, Yang  and
          Zhou, Jie",
        editor = "Inui, Kentaro  and
          Jiang, Jing  and
          Ng, Vincent  and
          Wan, Xiaojun",
        booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
        month = nov,
        year = "2019",
        address = "Hong Kong, China",
        publisher = "Association for Computational Linguistics",
        url = "https://aclanthology.org/D19-1164/",
        doi = "10.18653/v1/D19-1164",
        pages = "1527--1537"
    }
    Open PaperSee Details at Yangs-AI