| 2026 | SIGIR | Debiased Multimodal Personality Understanding through Dual Causal Intervention. | Yangfu Zhu, Zitong Han, Nianwen Ning, Yuting Wei, Yuandong Wang, Hang Feng, Zhenzhou Shao |
| 2023 | GLOBECOM | Knowledge Representation-Actuated Based Spatio-Temporal Graph Neural Network Traffic Flow Prediction. | Yihan Liu, Nianwen Ning, Ning Lu, Yi Zhou |
| 2023 | ICONIP | Interactive Attention-Based Graph Transformer for Multi-intersection Traffic Signal Control. | Yining Lv, Nianwen Ning, Hengji Li, Li Wang, Yanyu Zhang, Yi Zhou |
| 2023 | VTC | Vehicular Multimodal Motion Forecasting via Conditional Score-based Modeling. | Zhangyun Wang, Nianwen Ning, Shihan Tian, Ning Lu, Nan Cheng, Yi Zhou |
| 2022 | PRICAI | Dynamic Spatial-Temporal Dual Graph Neural Networks for Urban Traffic Prediction. | Li Wang, Nianwen Ning, Yihan Liu, Yining Lv, Yongmeng Tian, Yanyu Zhang, Yi Zhou |
| 2021 | IJCNN | Disentangled-based Adversarial Network for Multiplex Network Embedding. | Shimeng Zhan, Nianwen Ning, Kai Zhao, Lianwei Li, Bin Wu, Bai Wang |
| 2021 | KSEM | Dependency Parsing Representation Learning for Open Information Extraction. | Zekun Li, Nianwen Ning, Chengcheng Peng, Bin Wu |
| 2021 | KSEM | Embedding-Based Network Alignment Using Neural Tensor Networks. | Qiuyue Li, Nianwen Ning, Bin Wu, Wenying Guo |
| 2019 | ICTAI | An Adaptive Cross-Layer Sampling-Based Node Embedding for Multiplex Networks. | Nianwen Ning, Chenguang Song, Pengpeng Zhou, Yunlei Zhang, Bin Wu |
| 2019 | KSEM | Jointly Modeling Community and Topic in Social Network. | Yunlei Zhang, Nianwen Ning, Jinna Lv, Chenguang Song, Bin Wu |
| 2019 | WISE | A Novel Event Detection Model Based on Graph Convolutional Network. | Pengpeng Zhou, Baoli Zhang, Bin Wu, Yao Luo, Nianwen Ning, Jiaying Gong |