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Publications
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*.
Recommended citation: 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.
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@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/ }
}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).
Recommended citation: 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.
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@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.
Recommended citation: 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.
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@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).
Recommended citation: Lian, Junhong, et al. "Panoramic Interests: Stylistic-Content Aware Personalized Headline Generation." Companion Proceedings of the ACM Web Conference 2025. 2025.
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@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.
Recommended citation: Yang, Zhao, Junhong Lian, and Xiang Ao. "Fact-Preserved Personalized News Headline Generation." 2023 IEEE International Conference on Data Mining (ICDM). IEEE, 2023.
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@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 }
}Blog Posts
Financial Intelligence & Data Science Lab (FinD Lab) WeChat Official Account Is Now Live!
Published:
Financial Intelligence & Data Science Lab (FinD Lab @ ICT) originated from the Machine Learning and Data Mining Group (ICT-MLDM) at the Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS). The lab focuses on data mining in financial scenarios and model-intrinsic safety in related downstream settings, conducting systematic fundamental research and exploring frontier applications.
My First Blog Post
Published:
Welcome to my first blog post. I will share what I see, learn, and think about here.
