| 2026 | KDD | Uncertainty-Aware Planning for Disambiguating User Intent in Interactive LLM Agents: Application to Baidu Maps. | Deqiang Huang, Xinjiang Lu, Jingbo Zhou, Nijia Lu, Fuxin Li, Bo Hong, Chuanming Zhang, Tong Xu, Enhong Chen |
| 2024 | AAAI | Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder. | Qiang Zhou, Xinjiang Lu, Jingjing Gu, Zhe Zheng, Bo Jin, Jingbo Zhou |
| 2024 | ICDM | Exploitation or Exploration Next? User Behavior Decoupling and Emerging Intent Modeling for Next-Item Recommendation. | Nengjun Zhu, Lingdan Sun, Xiangfeng Luo, Jian Cao, Qi Zhang, Xinjiang Lu |
| 2023 | EMNLP | A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation. | Xi Chen, Xinjiang Lu, Haoran Xin, Wenjun Peng, Haoyang Duan, Feihu Jiang, Jingbo Zhou, Hui Xiong |
| 2023 | ICDE | Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution. | Yan Li, Xinjiang Lu, Haoyi Xiong, Jian Tang, Jiantao Su, Bo Jin, Dejing Dou |
| 2023 | ICDM | Prediction in Long-term Evolution: Exploiting the Interaction Between Urban Crowd Flow Variation and POI Transition Patterns. | Zhe Zheng, Jingjing Gu, Qiang Zhou, Xinjiang Lu |
| 2023 | ICDM | MtiRec: A Medical Test Recommender System based on the Analysis of Treatment Programs. | Nengjun Zhu, Jieyun Huang, Jian Cao, Xinjiang Lu, Hao Liu, Hui Xiong |
| 2022 | APWEB | User Multi-behavior Enhanced POI Recommendation with Efficient and Informative Negative Sampling. | Hanzhe Li, Jingjing Gu, Haochao Ying, Xinjiang Lu, Jingyuan Yang |
| 2022 | EMNLP | Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach. | Miao Chen, Xinjiang Lu, Tong Xu, Yanyan Li, Jingbo Zhou, Dejing Dou, Hui Xiong |
| 2022 | ICDM | Exploiting Hierarchical Correlations for Cross-City Cross-Mode Traffic Flow Prediction. | Yan Chen, Jingjing Gu, Fuzhen Zhuang, Xinjiang Lu, Ming Sun |
| 2022 | SIGIR | CAPTOR: A Crowd-Aware Pre-Travel Recommender System for Out-of-Town Users. | Haoran Xin, Xinjiang Lu, Nengjun Zhu, Tong Xu, Dejing Dou, Hui Xiong |
| 2021 | AAAI | Community-Aware Multi-Task Transportation Demand Prediction. | Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou, Hui Xiong |
| 2021 | AAAI | Out-of-Town Recommendation with Travel Intention Modeling. | Haoran Xin, Xinjiang Lu, Tong Xu, Hao Liu, Jingjing Gu, Dejing Dou, Hui Xiong |
| 2021 | AAAI | Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction. | Qiang Zhou, Jingjing Gu, Xinjiang Lu, Fuzhen Zhuang, Yanchao Zhao, Qiuhong Wang, Xiao Zhang |
| 2021 | ICDM | A Multi-view Confidence-calibrated Framework for Fair and Stable Graph Representation Learning. | Xu Zhang, Liang Zhang, Bo Jin, Xinjiang Lu |
| 2020 | ICDM | Fast Sparse Connectivity Network Adaption via Meta-Learning. | Bo Jin, Ke Cheng, Yue Qu, Liang Zhang, Keli Xiao, Xinjiang Lu, Xiaopeng Wei |
| 2020 | IJCAI | Why We Go Where We Go: Profiling User Decisions on Choosing POIs. | Renjun Hu, Xinjiang Lu, Chuanren Liu, Yanyan Li, Hao Liu, Jingjing Gu, Shuai Ma, Hui Xiong |
| 2020 | KDD | Competitive Analysis for Points of Interest. | Shuangli Li, Jingbo Zhou, Tong Xu, Hao Liu, Xinjiang Lu, Hui Xiong |
| 2019 | KDD | Hydra: A Personalized and Context-Aware Multi-Modal Transportation Recommendation System. | Hao Liu, Yongxin Tong, Panpan Zhang, Xinjiang Lu, Jianguo Duan, Hui Xiong |
| 2018 | GPC | CompetitiveBike: Competitive Prediction of Bike-Sharing Apps Using Heterogeneous Crowdsourced Data. | Yi Ouyang, Bin Guo, Xinjiang Lu, Qi Han, Tong Guo, Zhiwen Yu |
| 2017 | KDD | Point-of-Interest Demand Modeling with Human Mobility Patterns. | Yanchi Liu, Chuanren Liu, Xinjiang Lu, Mingfei Teng, Hengshu Zhu, Hui Xiong |
| 2016 | ICDM | Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective. | Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Jingci Ming, Chu Guan, Hui Xiong |
| 2016 | ICDM | To be or Not to be Friends: Exploiting Social Ties for Venture Investments. | Hao Zhong, Chuanren Liu, Xinjiang Lu, Hui Xiong |
| 2016 | SDM | Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model. | Chu Guan, Yanjie Fu, Xinjiang Lu, Hui Xiong, Enhong Chen, Yingling Liu |
| 2015 | ICDM | Discovery of College Students in Financial Hardship. | Chu Guan, Xinjiang Lu, Xiaolin Li, Enhong Chen, Wenjun Zhou, Hui Xiong |
| 2013 | ADMA | Tree-Based Mining for Discovering Patterns of Reposting Behavior in Microblog. | Huilei He, Zhiwen Yu, Bin Guo, Xinjiang Lu, Jilei Tian |
| 2008 | IJCNN | Sub-domain intelligent modeling based on neural networks. | Xinjiang Lu, Han-Xiong Li |