学术论文

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预印本


AI4AIR: A Comprehensive Survey on Large Language Models for AI Research

Preprint, under review, 2026

Xiang Ao*, Junhong Lian, Hanyang Li, Siyi Wang, Yiran Qiao, Yi Qiao, Jiaqi Xu, Qing He and Xueqi Cheng*.

推荐引用格式: Ao, Xiang, Junhong Lian, Hanyang Li, Siyi Wang, Yiran Qiao, Yi Qiao, Jiaqi Xu, Qing He, and Xueqi Cheng. "AI4AIR: A Comprehensive Survey on Large Language Models for AI Research." Preprint, under review. 2026.

查看引用
@article{ao2026ai4air,
  title = {AI4AIR: A Comprehensive Survey on Large Language Models for AI Research},
  author = {Xiang Ao and Junhong Lian and Hanyang Li and Siyi Wang and Yiran Qiao and Yi Qiao and Jiaqi Xu and Qing He and Xueqi Cheng},
  year = {2026},
  note = {Preprint, under review},
  url = { https://ict-find-lab.github.io/Awesome-LLMs-for-AI-Research/ }
}

会议论文


GDCNet: Generative Discrepancy Comparison Network for Multimodal Sarcasm Detection

Published in 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026), 2026

Shuguang Zhang, Junhong Lian, Guoxin Yu, Baoxun Xu, and Xiang Ao*. (2026). "GDCNet: Generative Discrepancy Comparison Network for Multimodal Sarcasm Detection." In Proceedings of the 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2026).

推荐引用格式: Zhang, Shuguang, et al. "GDCNet: Generative Discrepancy Comparison Network for Multimodal Sarcasm Detection." Proceedings of the 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2026). 2026.

查看引用
@inproceedings{zhang2026gdcnet,
  title = {GDCNet: Generative Discrepancy Comparison Network for Multimodal Sarcasm Detection},
  author = {Shuguang Zhang and Junhong Lian and Guoxin Yu and Baoxun Xu and Xiang Ao},
  year = {2026},
  booktitle = {ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  publisher = {IEEE},
  pages = {13192--13196},
  doi = {10.1109/icassp55912.2026.11461651},
  url = { https://doi.org/10.1109/icassp55912.2026.11461651 }
}

Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback

Published in The 34th ACM International Conference on Information and Knowledge Management (CIKM 2025), 2025

Kejin Liu, Junhong Lian, Xiang Ao*, Ningtao Wang, Xing Fu, Yu Cheng, Weiqiang Wang and Xinyu Liu. (2025). "Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback." In Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM2025). K. Liu and J. Lian are equally contributed.

推荐引用格式: Liu, Kejin, et al. "Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback." Proceedings of the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025). 2025.

查看引用
@inproceedings{liu2025improved,
  title = {Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback},
  author = {Kejin Liu and Junhong Lian and Xiang Ao and Ningtao Wang and Xing Fu and Yu Cheng and Weiqiang Wang and Xinyu Liu},
  year = {2025},
  booktitle = {Proceedings of the 34th ACM International Conference on Information and Knowledge Management},
  publisher = {ACM},
  pages = {1872--1881},
  doi = {10.1145/3746252.3761210},
  url = { https://doi.org/10.1145/3746252.3761210 }
}

Panoramic Interests: Stylistic-Content Aware Personalized Headline Generation

Published in The Web Conference 2025 (WWW2025), 2025

Junhong Lian, Xiang Ao*, Xinyu Liu*, Yang Liu and Qing He. (2025). "Panoramic Interests: Stylistic-Content Aware Personalized Headline Generation." In Companion Proceedings of the ACM Web Conference 2025 (WWW2025, short paper).

推荐引用格式: Lian, Junhong, et al. "Panoramic Interests: Stylistic-Content Aware Personalized Headline Generation." Companion Proceedings of the ACM Web Conference 2025. 2025.

查看引用
@inproceedings{lian2025panoramic,
  title = {Panoramic Interests: Stylistic-Content Aware Personalized Headline Generation},
  author = {Junhong Lian and Xiang Ao and Xinyu Liu and Yang Liu and Qing He},
  year = {2025},
  booktitle = {Companion Proceedings of the ACM on Web Conference 2025},
  publisher = {ACM},
  pages = {1109--1112},
  doi = {10.1145/3701716.3715539},
  url = { https://doi.org/10.1145/3701716.3715539 }
}

Fact-Preserved Personalized News Headline Generation

Published in 2023 IEEE International Conference on Data Mining (ICDM2023), 2023

Zhao Yang, Junhong Lian and Xiang Ao*. (2023). "Fact-Preserved Personalized News Headline Generation." In Proceedings of the 23rd IEEE International Conference on Data Mining (ICDM2023, short paper). Z. Yang and J. Lian are equally contributed.

推荐引用格式: Yang, Zhao, Junhong Lian, and Xiang Ao. "Fact-Preserved Personalized News Headline Generation." 2023 IEEE International Conference on Data Mining (ICDM). IEEE, 2023.

查看引用
@inproceedings{yang2023fact,
  title = {Fact-Preserved Personalized News Headline Generation},
  author = {Zhao Yang and Junhong Lian and Xiang Ao},
  year = {2023},
  booktitle = {2023 IEEE International Conference on Data Mining (ICDM)},
  publisher = {IEEE},
  pages = {1493--1498},
  doi = {10.1109/icdm58522.2023.00197},
  url = { https://doi.org/10.1109/icdm58522.2023.00197 }
}