Junhong Lian’s Homepage
About Me
I am currently a third-year Ph.D. student at the Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS), under the supervision of Prof. Xiang Ao. My research interests include natural language processing (NLP), personalized generation in large language models (LLMs), and applications of NLP in the financial domain.
During my master’s stage, I was fortunate to be co-supervised with Dr. Xinyu Liu.
If you have any questions regarding my work or are interested in collaborating with me, please contact me via email.
🔥 Recent News
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📢 Our survey “AI4AIR: A Comprehensive Survey on Large Language Models for AI Research” is now available as a preprint. We welcome constructive feedback, and share ongoing discussions and resource updates on GitHub and the project page.
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🎉 One paper “GDCNet: Generative Discrepancy Comparison Network for Multimodal Sarcasm Detection” is accepted by ICASSP2026.
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🎉 One paper “Improved Personalized Headline Generation via Denoising Fake Interests from Implicit Feedback” is accepted by CIKM2025.
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I will be a third-year Ph.D. student at the ICT, CAS in September 2025.
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🎉 One paper “Panoramic Interests: Stylistic-Content Aware Personalized Headline Generation” is accepted by WWW2025.
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🎉 One paper “Fact-Preserved Personalized News Headline Generation” is accepted by ICDM2023.
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I am a master’s student at the ICT, CAS under the supervision of Prof. Xiang Ao and co-supervised with Dr. Xinyu Liu.