Publications
Showing 8 of 16 Publications
- Aug 18, 2026When AI Designs AI: Innovation or Imitation?Authors:Yikang Yang, Zhengxin Yang*, Luzhou Peng, Minghao Luo, Yanqi Kan, Wanling Gao, Jianfeng ZhanCorresponding:Zhengxin Yang*Publish @PreprintPublished as paper at Preprint.
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- Preprint
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@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}, } - Feb 03, 2026Probing Memes in LLMs: A Paradigm for the Entangled Evaluation WorldAuthors:Luzhou Peng, Zhengxin Yang*, Honglu Ji, Yikang Yang, Fanda Fan, Wanling Gao, Jiayuan Ge, Yilin Han, Jianfeng ZhanCorresponding:Zhengxin Yang*Publish @PreprintPublished as paper at Preprint.
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- Preprint
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@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}, } - Feb 03, 2026GraDE: A Graph Diffusion Estimator for Frequent Subgraph Discovery in Neural ArchitecturesAuthors:Yikang Yang, Zhengxin Yang*, Minghao Luo, Luzhou Peng, Hongxiao Li, Wanling Gao, Lei Wang, Jianfeng ZhanCorresponding:Zhengxin Yang*Publish @PreprintPublished as paper at Preprint.
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- Preprint
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@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}, } - Sep 06, 2025Artificial Intelligence Designed Artificial IntelligenceAuthors:Zhengxin YangPublish @PreprintPublished as paper at Preprint.
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- Preprint
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@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}, } - Apr 28, 2025Evaluatology's perspective on AI evaluation in critical scenarios: From tail quality to landscapeAuthors:Zhengxin YangPublish @TBenchPublished as paper at TBench.
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- TBench
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@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}, } - Jun 20, 2024Younger: The First Dataset for Artificial Intelligence-Generated Neural Network ArchitectureAuthors:Zhengxin Yang, Wanling Gao, Luzhou Peng, Yunyou Huang, Fei Tang, Jianfeng ZhanPublish @PreprintPublished as paper at Preprint.
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- Preprint
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@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}, } - Apr 30, 2024Evaluatology: The Science and Engineering of EvaluationAuthors: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 ZhangPublish @TBenchPublished as paper at TBench.
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- TBench
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@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} } - Nov 03, 2019Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level TranslationAuthors:Zhengxin Yang, Jinchao Zhang, Fandong Meng, Shuhao Gu, Yang Feng, Jie ZhouPublish @EMNLPPublished as paper at EMNLP.
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- EMNLP
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@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" }