| 2026 | ACL | ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL. | Yaxun Dai, Wenxuan Xie, Xialie Zhuang, Tianyu Yang, Ziyi Liu, Haiqin Yang, Yiying Yang, Yuhang Zhao, Pingfu Chao, Wenhao Jiang |
| 2025 | AAAI | POI Recommendation via Multi-Objective Adversarial Imitation Learning. | Zhenglin Wan, Anjun Gao, Xingrui Yu, Pingfu Chao, Jun Song, Maohao Ran |
| 2025 | ACL | PARSQL: Enhancing Text-to-SQL through SQL Parsing and Reasoning. | Yaxun Dai, Haiqin Yang, Hao Mou, Pingfu Chao |
| 2025 | APWEB | TD-LTNet: Temporal-Decay LSTM-Transformer Network for Mobile Video QoE Prediction. | Linfang Peng, Guoquan Zhang, Jin Qian, Yanjun Kang, Fanxi Bi, Pingfu Chao |
| 2025 | CIKM | Stamp: Semantic-Aware Sub-trajectory Anomaly Detection with Diffusion Multi-model Pool for Evolving Data Streams. | Biao Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao, Lei Zhao |
| 2025 | DASFAA | CF-TS: A General Coarse-to-Fine Method for Trajectory Simplification. | Jiayi Li, Junhua Fang, Zhicheng Pan, Pingfu Chao, Jiajie Xu, Pengpeng Zhao |
| 2025 | DASFAA | GAS-DBSCAN: A Grid-Based Adaptive Sampling Method for DBSCAN Clustering Under Skewed Data Distribution. | Yu Wang, Junhua Fang, Jiayi Li, Pingfu Chao |
| 2025 | DASFAA | LODC: A Lightweight Online Update Method for Density-Based Clustering. | Jiajie Xu, Junhua Fang, Pingfu Chao, Pengpeng Zhao, An Liu |
| 2025 | DASFAA | DRENet: A Dual-Branch Road Extraction Network for Enhanced Connectivity. | Yao Yang, Pingfu Chao, Qiao Kun, Junhua Fang |
| 2025 | ICPADS | Millisecond-Level Live Migration of Object-Detection Applications in Edge Environments. | Zhangyi He, Gaotao Shi, Shikang Yang, Zhijun Li, Wanyou Wang, Pingfu Chao |
| 2025 | IJCAI | DASS: A Dual-Branch Attention-based Framework for Trajectory Similarity Learning with Spatial and Semantic Fusion. | Jiayi Li, Junhua Fang, Pingfu Chao, Jiajie Xu, Pengpeng Zhao |
| 2024 | ADC | Hierarchical Spatial-Temporal Graph-Enhanced Model for Map-Matching. | Anjun Gao, Zhenglin Wan, Pingfu Chao, Shunyu Yao |
| 2024 | ADMA | Context-Augmented Contrastive Learning Method for Session-based Recommendation. | Xianlan Sun, Xiangyun Gao, Subin Huang, Haibei Zhu, Chen Xu, Pingfu Chao, Chao Kong |
| 2024 | ADMA | PaD-DBSCAN: Enhancing Parallel DBSCAN Clustering with Density Peak Detection. | Yu Wang, Junhua Fang, Rong Fu, Pingfu Chao |
| 2024 | ICDE | Ocean: Online Clustering and Evolution Analysis for Dynamic Streaming Data. | Chunhui Feng, Junhua Fang, Yue Xia, Pingfu Chao, Pengpeng Zhao, Jiajie Xu, Xiaofang Zhou |
| 2023 | APWEB | PaTraS: A Path-Preserving Trajectory Simplification Method for Low-Loss Map Matching. | Ruoyu Leng, Chunhui Feng, Chenxi Hao, Pingfu Chao, Junhua Fang |
| 2023 | DASFAA | Adversarial Spatial-Temporal Graph Network for Traffic Speed Prediction with Missing Values. | Pengfei Li, Junhua Fang, Wei Chen, An Liu, Pingfu Chao |
| 2023 | ICDAR | CED: Catalog Extraction from Documents. | Tong Zhu, Guoliang Zhang, Zechang Li, Zijian Yu, Junfei Ren, Mengsong Wu, Zhefeng Wang, Baoxing Huai, Pingfu Chao, Wenliang Chen |
| 2023 | ICDE | LHMM: A Learning Enhanced HMM Model for Cellular Trajectory Map Matching. | Weijie Shi, Jiajie Xu, Junhua Fang, Pingfu Chao, An Liu, Xiaofang Zhou |
| 2022 | ADMA | SAME: Sampling Attack in Multiplex Network Embedding. | Chao Kong, Dan Meng, Tao Liu, Mengfei Li, Qijie Liu, Liang Zhou, Pingfu Chao, Yi Zhang |
| 2022 | DASFAA | JS-STDGN: A Spatial-Temporal Dynamic Graph Network Using JS-Graph for Traffic Prediction. | Pengfei Li, Junhua Fang, Pingfu Chao, Pengpeng Zhao, An Liu, Lei Zhao |
| 2022 | ICSOC | Misty: Microservice-Based Streaming Trajectory Similarity Search. | Jiachun Tao, Zhicheng Pan, Junhua Fang, Pingfu Chao, Pengpeng Zhao, Jiajie Xu |
| 2022 | ICWE | Online Social Event Detection via Filtering Strategy Graph Neural Network. | Lifu Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao |
| 2022 | ICWE | Lunatory: A Real-Time Distributed Trajectory Clustering Framework for Web Big Data. | Yang Wu, Zhicheng Pan, Pingfu Chao, Junhua Fang, Wei Chen, Lei Zhao |
| 2022 | WISE | Rumor Detection in Social Network via Influence Based on Bi-directional Graph Convolutional Network. | Lifu Chen, Junhua Fang, Pingfu Chao, An Liu, Pengpeng Zhao |
| 2022 | WISE | Conats: A Novel Framework for Cross-Modal Map Extraction. | Zheng Chen, Junhua Fang, Pingfu Chao, Jianfeng Qu, Pengpeng Zhao, Jiajie Xu |
| 2022 | WISE | A Learning-Based Approach for Multi-scenario Trajectory Similarity Search. | Chunhui Feng, Zhicheng Pan, Junhua Fang, Pingfu Chao, An Liu, Lei Zhao |
| 2021 | DASFAA | Efficient Trajectory Contact Query Processing. | Pingfu Chao, Dan He, Lei Li, Mengxuan Zhang, Xiaofang Zhou |
| 2021 | ICDE | Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling. | Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Pingfu Chao, Xiaofang Zhou |
| 2021 | ICDE | Dynamic Hub Labeling for Road Networks. | Mengxuan Zhang, Lei Li, Wen Hua, Rui Mao, Pingfu Chao, Xiaofang Zhou |
| 2021 | IJCAI | MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation. | Huimin Sun, Jiajie Xu, Kai Zheng, Pengpeng Zhao, Pingfu Chao, Xiaofang Zhou |
| 2021 | WISE | Disatra: A Real-Time Distributed Abstract Trajectory Clustering. | Liang Chen, Pingfu Chao, Junhua Fang, Wei Chen, Jiajie Xu, Lei Zhao |
| 2020 | ADC | A Survey on Map-Matching Algorithms. | Pingfu Chao, Yehong Xu, Wen Hua, Xiaofang Zhou |
| 2020 | DASFAA | Path Query Processing Using Typical Snapshots in Dynamic Road Networks. | Mengxuan Zhang, Lei Li, Pingfu Chao, Wen Hua, Xiaofang Zhou |
| 2020 | ICA3PP | A Distributed Framework for Online Stream Data Clustering. | Jiafeng Ding, Junhua Fang, Pingfu Chao, Jiajie Xu, Pengpeng Zhao, Lei Zhao |
| 2020 | WISE | TraSP: A General Framework for Online Trajectory Similarity Processing. | Zhicheng Pan, Pingfu Chao, Junhua Fang, Wei Chen, Zhixu Li, An Liu |
| 2019 | DASFAA | An Iterative Map-Trajectory Co-optimisation Framework Based on Map-Matching and Map Update. | Pingfu Chao, Wen Hua, Xiaofang Zhou |
| 2015 | ADC | SEMI: A Scalable Entity Matching System Based on MapReduce. | Pingfu Chao, Yuming Li, Zhu Gao, Junhua Fang, Xiaofeng He, Rong Zhang |
| 2015 | APWEB | Random-Based Algorithm for Efficient Entity Matching. | Pingfu Chao, Zhu Gao, Yuming Li, Junhua Fang, Rong Zhang, Aoying Zhou |
| 2015 | DASFAA | A Restaurant Recommendation System by Analyzing Ratings and Aspects in Reviews. | Yifan Gao, Wenzhe Yu, Pingfu Chao, Rong Zhang, Aoying Zhou, Xiaoyan Yang |