I am a first-year PhD student at the Hong Kong Polytechnic University, under the supervison of Prof. Qing Li and Dr. Wenqi Fan. I was a mphil at Information Retrieval AND Knowledge Mining Laboratory under the supervision by Prof. Wei Lu and Dr. Yu.

My research interest includes recommender system and large language model. Please feel free to contact me by email if you are seeking related academic collaborations.

🔥 News

• 2025.03:   Check out our paper on “Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs”.
• 2025.03:   Our survey paper on “Graph Machine Learning in the Era of Large Language Models (LLMs)” has been accepted by ACM TIST.
• 2024.04:   Check our newest survey “Graph Machine Learning in the Era of Large Language Models (LLMs)”.
• 2024.04:  🎉🎉 Our paper has been accepted by ACM Computing Surveys.

📝 Publications

• Towards Next-Generation Recommender Systems: A Benchmark for Personalized Recommendation Assistant with LLMs
  Jiani Huang, Shijie Wang, Liangbo Ning, Wenqi Fan, Shuaiqiang Wang, Dawei Yin, Qing Li
  Preprint.
  
  

• Graph Machine Learning in the Era of Large Language Models (LLMs)
  Shijie Wang, Jiani Huang, Wenqi Fan, Zhikai Chen, Yu Song, Wenzhuo Tang, Haitao Mao, Hui Liu, Xiaorui Liu, Dawei Yin, Qing Li
  ACM Transactions on Intelligent Systems and Technology
  
  

• From Detection to Application: Recent Advances in Understanding Scientific Tables and Figures
  Jiani Huang, Haihua Chen, Fengchang Yu, Wei Lu
  ACM Computing Surveys
  
  

• An effective method for figures and tables detection in academic literature
  Fengchang Yu, Jiani Huang, Wei Lu
  Information Processing & Management
  
  

• Analyzing international relations from British parliamentary debates
  Junling Wang, Yuehan Zhang,Jiani Huang, Jiayu Shen, Yiyang Wang, Jiamin Wang, Jiming Hu, Wei Lu
  ACM/IEEE JCDL Conference (2020)
  
  

🎖 Honors and Awards

• 2021.09 Graduate Entrance Scholarship (top 10%), Wuhan University
• 2020.11 The National Bronze Award in The 11th Challenge Cup Competition, Ministry of Education of China
• 2019.09 Outstanding Student First-Class Scholarship, Wuhan University
• 2018.11 The Third Prize of the 10th National University Mathematics Competition, Ministry of Education of China

📖 Educations

• 2021.09 - 2024.06, Mphil, Wuhan University.
• 2017.09 - 2021.06, Undergraduate, Wuhan University.

💻 Internships

• 2023.04 - 2023.10, PingAn Technology , Shenzhen.
• 2020.05 - 2020.10, NetEase, Beijing.