Publications

2024

1. SIGIR

   Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommendation Systems

   Dayu Yang, Fumian Chen, and Hui Fang

   In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

   Bib PDF

   @inproceedings{yang2024behavior,
     title = {Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommendation Systems},
     author = {Yang, Dayu and Chen, Fumian and Fang, Hui},
     booktitle = {Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval},
     pages = {2286--2290},
     year = {2024},
   }

2. NLDB

   Toward Automatic Group Membership Annotation for Group Fairness Evaluation

   Fumian Chen, Dayu Yang, and Hui Fang

   2024

   Bib PDF

   @article{chen2024toward,
     title = {Toward Automatic Group Membership Annotation for Group Fairness Evaluation},
     author = {Chen, Fumian and Yang, Dayu and Fang, Hui},
     booktitle = {International Conference on Applications of Natural Language to Information Systems},
     pages = {285--300},
     year = {2024},
   }

2023

1. ICTIR

   Learn to be Fair without Labels: A Distribution-based Learning Framework for Fair Ranking

   Fumian Chen, and Hui Fang

   In Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

   Bib PDF

   @inproceedings{chen2023learn,
     title = {Learn to be Fair without Labels: A Distribution-based Learning Framework for Fair Ranking},
     author = {Chen, Fumian and Fang, Hui},
     booktitle = {Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval},
     pages = {23--32},
     year = {2023},
   }

2. NTCIR

   UDInfoLab at the NTCIR-17 FairWeb-1 Task

   Fumian Chen, and Hui Fang

   Proceedings of NTCIR-17, 2023

2022

1. TREC

   An Exploration of Learning-to-re-rank Using a Two-step Framework for Fair Ranking

   Fumian Chen, and Hui Fang

   In Proceedings of TREC, 2022

2015

1. A game-based curriculum and learning management mobile application for college students

   Huang Tang, Wei Zhou, and Fumian Chen

   In 2015 10th International Conference on Computer Science & Education (ICCSE), 2015