Xiaozhuang Song

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Transfer Learning

Data Imputation

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Yaoyao Xu, Xinjian Zhao, Xiaozhuang Song, Benyou Wang, Tianshu Yu
Boosting Protein Language Models with Negative Sample Mining. CoRR (2024)
Hangting Ye, Wei Fan, Xiaozhuang Song, Shun Zheng, He Zhao, Dandan Guo, Yi Chang
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration. CoRR (2024)
Hangting Ye, Wei Fan, Xiaozhuang Song, Shun Zheng, He Zhao, Dandan Guo, Yi Chang
PTaRL: Prototype-based Tabular Representation Learning via Space Calibration. ICLR (2024)
Ao Wang, Yongchao Ye, Xiaozhuang Song, Shiyao Zhang, James J. Q. Yu
Traffic Prediction With Missing Data: A Multi-Task Learning Approach. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Yunjie Huang, Xiaozhuang Song, Yuanshao Zhu, Shiyao Zhang, James J. Q. Yu
Traffic Prediction With Transfer Learning: A Mutual Information-Based Approach. IEEE Trans. Intell. Transp. Syst. 24 (8) (2023)
Yunjie Huang, Xiaozhuang Song, Yuanshao Zhu, Shiyao Zhang, James J. Q. Yu
Traffic Prediction with Transfer Learning: A Mutual Information-based Approach. CoRR (2023)
Xiaozhuang Song, Shun Zheng, Wei Cao, James J. Q. Yu, Jiang Bian
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations. NeurIPS (2022)
Xiaozhuang Song, Chenhan Zhang, James J. Q. Yu
Learn Travel Time Distribution with Graph Deep Learning and Generative Adversarial Network. ITSC (2021)
Yunjie Huang, Xiaozhuang Song, Shiyao Zhang, James J. Q. Yu
Transfer Learning in Traffic Prediction with Graph Neural Networks. ITSC (2021)
Chenhan Zhang, Qingpeng Zhang, Shui Yu, James J. Q. Yu, Xiaozhuang Song
Complicating the Social Networks for Better Storytelling: An Empirical Study of Chinese Historical Text and Novel. IEEE Trans. Comput. Soc. Syst. 8 (3) (2021)
Xiaozhuang Song, Yongchao Ye, James J. Q. Yu
TINet: Multi-dimensional Traffic Data Imputation via Transformer Network. ICANN (1) (2021)
Kingsley Nweye, Zoltán Nagy, Sharada Mohanty, Dipam Chakraborty, Siva Sankaranarayanan, Tianzhen Hong, Sourav Dey, Gregor Henze, Ján Drgona, Fangquan Lin, Wei Jiang, Hanwei Zhang, Zhongkai Yi, Jihai Zhang, Cheng Yang, Matthew Motoki, Sorapong Khongnawang, Michael Ibrahim, Abilmansur Zhumabekov, Daniel May, Zhihu Yang, Xiaozhuang Song, Han Zhang, Xiaoning Dong, Shun Zheng, Jiang Bian
The CityLearn Challenge 2022: Overview, Results, and Lessons Learned. NeurIPS (Competition and Demos) (2021)
Xiaozhuang Song, Ying Wu, Chenhan Zhang
TSTNet: A Sequence to Sequence Transformer Network for Spatial-Temporal Traffic Prediction. ICANN (1) (2021)
Xiaozhuang Song, Christos Markos, James J. Q. Yu
MultiMix: A Multi-Task Deep Learning Approach for Travel Mode Identification with Few GPS Data. ITSC (2020)