CAVE-SC: Inferring categories for venues using check-ins. - Haoran Xu; Ronghui Xu 001; Meng Chen 003; Yang Liu 008; Xiaohui Yu 001 (Inf. Sci., 2022)

Embedding Hierarchical Structures for Venue Category Representation. - Meng Chen 003; Lei Zhu 002; Ronghui Xu 001; Yang Liu 008; Xiaohui Yu 001; Yilong Yin (ACM Trans. Inf. Syst., 2022)

Towards an Integrated View of Semantic Annotation for POIs with Spatial and Textual Information. - Dabin Zhang; Ronghui Xu 001; Weiming Huang 001; Kai Zhao; Meng Chen 003 (IJCAI, 2023)

TME: Tree-guided Multi-task Embedding Learning towards Semantic Venue Annotation. - Ronghui Xu 001; Meng Chen 003; Yongshun Gong; Yang Liu 008; Xiaohui Yu 001; Liqiang Nie (ACM Trans. Inf. Syst., 2023)

A Spatial and Adversarial Representation Learning Approach for Land Use Classification with POIs. - Ronghui Xu 001; Weiming Huang 001; Jun Zhao; Meng Chen 003; Liqiang Nie (ACM Trans. Intell. Syst. Technol., 2023)

Ocean Significant Wave Height Estimation with Spatio-temporally Aware Large Language Models. - Zhe Li 011; Ronghui Xu 001; Jilin Hu; Zhong Peng; Xi Lu; Chenjuan Guo; Bin Yang 002 (CIKM, 2024)

Efficient Stochastic Routing in Path-Centric Uncertain Road Networks - Extended Version. - Chenjuan Guo; Ronghui Xu 001; Bin Yang 002; Ye Yuan; Tung Kieu; Yan Zhao 008; Christian S. Jensen (CoRR, 2024)

Orca: Ocean Significant Wave Height Estimation with Spatio-temporally Aware Large Language Models. - Zhe Li 011; Ronghui Xu 001; Jilin Hu; Zhong Peng; Xi Lu; Chenjuan Guo; Bin Yang 002 (CoRR, 2024)

DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone. - Hongfan Gao; Wangmeng Shen; Xiangfei Qiu; Ronghui Xu 001; Jilin Hu; Bin Yang 002 (CoRR, 2024)

Air Quality Prediction with Physics-Informed Dual Neural ODEs in Open Systems. - Jindong Tian; Yuxuan Liang; Ronghui Xu 001; Peng Chen 038; Chenjuan Guo; Aoying Zhou; Lujia Pan; Zhongwen Rao; Bin Yang 002 (CoRR, 2024)

MM-Path: Multi-modal, Multi-granularity Path Representation Learning - Extended Version. - Ronghui Xu 001; Hanyin Cheng; Chenjuan Guo; Hongfan Gao; Jilin Hu; Sean Bin Yang; Bin Yang 002 (CoRR, 2024)

Modeling question difficulty for unbiased cognitive diagnosis: A causal perspective. - Xin Chen; Shaofei Feng; Min Yang 006; Kai Zhao; Ronghui Xu 001; Chaoran Cui; Meng Chen 003 (Knowl. Based Syst., 2024)

Efficient Stochastic Routing in Path-Centric Uncertain Road Networks. - Chenjuan Guo; Ronghui Xu 001; Bin Yang 002; Yuan Ye; Tung Kieu; Yan Zhao 008; Christian S. Jensen (Proc. VLDB Endow., 2024)

Air Quality Prediction with Physics-Guided Dual Neural ODEs in Open Systems. - Jindong Tian; Yuxuan Liang; Ronghui Xu 001; Peng Chen 038; Chenjuan Guo; Aoying Zhou; Lujia Pan; Zhongwen Rao; Bin Yang 002 (ICLR, 2025)

MM-Path: Multi-modal, Multi-granularity Path Representation Learning. - Ronghui Xu 001; Hanyin Cheng; Chenjuan Guo; Hongfan Gao; Jilin Hu; Sean Bin Yang; Bin Yang 002 (KDD (1), 2025)

Path-LLM: A Multi-Modal Path Representation Learning by Aligning and Fusing with Large Language Models. - Yongfu Wei; Yan Lin 006; Hongfan Gao; Ronghui Xu 001; Sean Bin Yang; Jilin Hu (WWW, 2025)