| 2025 | CIKM | Beyond Return Conditioning: Multi-Scale Sequence Modeling and Advantage-Guided Policy Routing for Offline RL. | Kunbao Wu, Xinning Zhu, Yang Qin, Tieru Wang, Jianzhou Diao, Zheng Hu |
| 2025 | PRICAI | HGTUL: A Hypergraph-Based Model For Trajectory User Linking. | Fengjie Chang, Xinning Zhu, Zheng Hu, Yang Qin |
| 2025 | SMC | Robust Representation Learning for Time Series via Decomposition and Fine-Grained Similarity-Guided Contrast. | Jianzhou Diao, Xinning Zhu, Ye Wang, Zheng Hu |
| 2025 | SIGIR | Interpretable Knowledge Tracing with Difficulty-Aware Attention and Selective State Space Model. | Yang Qin, Xinning Zhu, Xiaosheng Tang, Chunhong Zhang, Kunbao Wu, Fengjie Chang, Jianzhou Diao, Zheng Hu |
| 2024 | SMC | AnoGrad: Time Series Anomaly Detection with Score-Based Generative Model. | Jiaxuan Mi, Xinning Zhu, Zhaoyang Meng, Zheng Hu |
| 2023 | CIKM | No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths. | Moyu Zhang, Xinning Zhu, Chunhong Zhang, Feng Pan, Wenchen Qian, Hui Zhao |
| 2023 | CIKM | Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge Concepts. | Moyu Zhang, Xinning Zhu, Chunhong Zhang, Wenchen Qian, Feng Pan, Hui Zhao |
| 2023 | HPCC | Two-Stage Trajectory Generation Model for Realistic Human Mobility Simulation. | Haofeng Gong, Xinning Zhu, Zheng Hu, Jianzhou Diao |
| 2023 | ICALT | Multi-Source Education Knowledge Graph Construction and Fusion for College Curricula. | Zeju Li, Linya Cheng, Chunhong Zhang, Xinning Zhu, Hui Zhao |
| 2023 | ICALT | A Personalized Online Experiment Platform for Mobile Communication Course. | Xiaobo Liu, Hui Zhao, Chong Yuan, Xinning Zhu |
| 2023 | ICDM | Cognition-Mode Aware Variational Representation Learning Framework for Knowledge Tracing. | Moyu Zhang, Xinning Zhu, Chunhong Zhang, Feng Pan, Wenchen Qian, Hui Zhao |
| 2023 | SMC | DA-MTAD: Capturing Intra- and Inter-Metric Dependencies for Multivariate Time Series Anomaly Detection. | Zhaoyang Meng, Xinning Zhu, Feng Pan, Zheng Hu |
| 2022 | KSEM | Cross-Sentence Temporal Relation Extraction with Relative Sentence Time. | Pengyun Xie, Xinning Zhu, Chunhong Zhang, Zheng Hu, Guanghua Yang |
| 2022 | PIMRC | Prediction of Cellular Network Channel Utilization Based on Graph Convolutional Networks. | Rui Zhu, Xingshuang Luo, Jiayi Yao, Xinning Zhu, Chunhong Zhang |
| 2021 | CIKM | Multi-Factors Aware Dual-Attentional Knowledge Tracing. | Moyu Zhang, Xinning Zhu, Chunhong Zhang, Yang Ji, Feng Pan, Changchuan Yin |
| 2021 | ICONIP | Combining Wikipedia to Identify Prerequisite Relations of Concepts in MOOCs. | Haoyu Wen, Xinning Zhu, Moyu Zhang, Chunhong Zhang, Changchuan Yin |
| 2021 | KSEM | A Framework of Data Fusion Through Spatio-Temporal Knowledge Graph. | Xiaohan Zhang, Xinning Zhu, Jie Wu, Zheng Hu, Chunhong Zhang |
| 2020 | ICPR | Input-Aware Neural Knowledge Tracing Machine. | Moyu Zhang, Xinning Zhu, Yang Ji |
| 2020 | KSEM | Event-centric Tourism Knowledge Graph - A Case Study of Hainan. | Jie Wu, Xinning Zhu, Chunhong Zhang, Zheng Hu |
| 2020 | PAKDD | Student Academic Performance Prediction Using Deep Multi-source Behavior Sequential Network. | Xiang Li, Xinning Zhu, Xiaoying Zhu, Yang Ji, Xiaosheng Tang |
| 2018 | EDM | Prediction of Academic Achievement Based on Digital Campus. | Zheng Wang, Xinning Zhu, Junfei Huang, Xiang Li, Yang Ji |
| 2015 | UIC | Anomaly Detection for User Behavior in Wireless Network Based on Cross Entropy. | Chunxiao Zhang, Yihong Hu, Xinning Zhu, Zhigang Guo, Junfei Huang |
| 2014 | PIMRC | Performance analysis of envelope tracking power amplifier's envelope shaping methods for LTE mobile terminal application. | Yongbin Wu, Xinning Zhu, Xinshulin Li, Hailun Xia, Zhimin Zeng |
| 2013 | MSWIM | System level simulation to evaluate the interference in macrocell-picocell downlink systems. | Ameneh Daeinabi, Kumbesan Sandrasegaran, Xinning Zhu |
| 2013 | WCNC | A distributed non-uniform pricing approach for power optimization in spectrum-sharing femtocell network. | Xin Li, Xinning Zhu, Leijia Wu, Kumbesan Sandrasegaran |
| 2013 | WCNC | A coloring-based resource allocation for OFDMA femtocell networks. | Qian Zhang, Xinning Zhu, Leijia Wu, Kumbesan Sandrasegaran |
| 2012 | APCC | On the performance of capacity integrated CoMP handover algorithm in LTE-Advanced. | Cheng-Chung Lin, Kumbesan Sandrasegaran, Xinning Zhu, Zhuliang Xu |