Publications
FACTS: Fine-Grained Action Classification for Tactical Sports Christopher Lai, Jason Mo, Haotian Xia, Yuan-fang Wang, Preprint
Language and Multimodal Models in Sports: A Survey of Datasets and Applications Haotian Xia, Zhengbang Yang, Yun Zhao, Yuqing Wang, Jingxi Li, Rhys Tracy, Zhuangdi Zhu, Yuan-fang Wang, Hanjie Chen, Weining Shen, Preprint
SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models Haotian Xia, Zhengbang Yang, Junbo Zou, Rhys Tracy, Yuqing Wang, Chi Lu, Christopher Lai, Yanjun He, Xun Shao, Yuan-fang Wang, Weining Shen, Hanjie Chen, The Thirteenth International Conference on Learning Representations. ICLR 2025.
FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models Xin Guo, Haotian Xia, Zhaowei Liu, Hanyang Cao, Zhi Yang, Zhiqiang Liu, Sizhe Wang, Jinyi Niu, Chuqi Wang, Yanhui Wang, Xiaolong Liang, Xiaoming Huang, Bing Zhu, Zhongyu Wei, Yun Chen, Weining Shen, Liwen Zhang, 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics. NAACL 2025.
SportQA: A Benchmark for Sports Understanding in Large Language Models Haotian Xia, Zhengbang Yang, Yuqing Wang, Rhys Tracy, Yun Zhao, Dongdong Huang, Zezhi Chen, Yan Zhu, Yuan-fang Wang, Weining Shen, 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics. NAACL 2024. (Oral)
Advanced Volleyball Stats for All Levels: Automatic Setting Tactic Detection and Classification with a Single Camera Haotian Xia, Rhys Tracy, Yun Zhao, Yuqing Wang, Yuan-Fang Wang, Weining Shen, 2023 IEEE International Conference on Data Mining Workshops. ICDMW 2023.
VREN: Volleyball Rally Dataset with Expression Notation Language Haotian Xia, Rhys Tracy, Yun Zhao, Erwan Fraisse, Yuan-Fang Wang, Linda Petzold, 2022 IEEE International Conference on Knowledge Graph. ICKG 2022.
Empirical quantitative analysis of COVID-19 forecasting models Yun Zhao, Yuqing Wang, Junfeng Liu, Haotian Xia, Zhenni Xu, Qinghang Hong, Zhiyang Zhou, Linda Petzold, 2021 IEEE International Conference on Data Mining Workshops. ICDMW 2021. (Best Paper Award)