| 2026 | AAAI | Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation. | Xiaowei Mao, Huihu Ding, Yan Lin, Tingrui Wu, Shengnan Guo, Dazhuo Qiu, Feiling Fang, Jilin Hu, Huaiyu Wan |
| 2026 | ACL | SAMoRA: Semantic-Aware Mixture of LoRA Experts for Task-Adaptive Learning. | Boyan Shi, Wei Chen, Shuyuan Zhao, Junfeng Shen, Shengnan Guo, Shaojiang Wang, Huaiyu Wan |
| 2026 | ACL | STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation. | Shuyuan Zhao, Wei Chen, Weijie Zhang, Xinrui Hou, Junfeng Shen, Boyan Shi, Shengnan Guo, Youfang Lin, Huaiyu Wan |
| 2026 | DASFAA | ForceTraj: Modeling Realistic Intention and Heterogeneous Interactions for Multi-modal Trajectory Prediction. | Guanyu Yao, Yan Lin, Letian Gong, Xinyue Zhang, Yiwei Shuang, Shengnan Guo, Huaiyu Wan |
| 2026 | KDD | RIPCN: A Road Impedance Principal Component Network for Probabilistic Traffic Flow Forecasting. | Haochen Lv, Yan Lin, Shengnan Guo, Xiaowei Mao, Hong Nie, Letian Gong, Youfang Lin, Huaiyu Wan |
| 2026 | KSEM | Divide and Conquer: Policy-Aware Jailbreak Defense for Large Language Models. | Yuchen Zhai, Shengnan Guo, Shenyi Zhang, Lingchen Zhao |
| 2026 | PAKDD | TARP: An Effective and Efficient Route Prediction Method via Uncertainty-Aware Traffic Imputation and Divide-and-Conquer Inference. | Xingyu Xian, Xiaowei Mao, Yang Jiang, Tingrui Wu, Shengnan Guo, Youfang Lin, Huaiyu Wan |
| 2025 | AAAI | STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM. | Yiheng Huang, Xiaowei Mao, Shengnan Guo, Yubin Chen, Junfeng Shen, Tiankuo Li, Youfang Lin, Huaiyu Wan |
| 2025 | AAAI | DutyTTE: Deciphering Uncertainty in Origin-Destination Travel Time Estimation. | Xiaowei Mao, Yan Lin, Shengnan Guo, Yubin Chen, Xingyu Xian, Haomin Wen, Qisen Xu, Youfang Lin, Huaiyu Wan |
| 2025 | DASFAA | Towards An Efficient and Effective En Route Travel Time Estimation Framework. | Zekai Shen, Haitao Yuan, Xiaowei Mao, Congkang Lv, Shengnan Guo, Youfang Lin, Huaiyu Wan |
| 2025 | HCI | Strategies for Enhancing Students' Music Performance Abilities Through Digital Music Teaching. | Shengnan Guo, Zhihua Sun, Yinghong Zhang |
| 2025 | HCI | Digital Narratives and Public Art: How Information Visualization Shapes the Future. | Zhihua Sun, Yinghong Zhang, Shengnan Guo |
| 2025 | ICLR | HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts. | Mengqi Liao, Wei Chen, Junfeng Shen, Shengnan Guo, Huaiyu Wan |
| 2025 | IJCAI | TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories. | Zeyu Zhou, Yan Lin, Haomin Wen, Shengnan Guo, Jilin Hu, Youfang Lin, Huaiyu Wan |
| 2025 | IJCAI | Balancing Imbalance: Data-Scarce Urban Flow Prediction via Spatio-Temporal Balanced Transfer Learning. | Xinyan Hao, Huaiyu Wan, Shengnan Guo, Youfang Lin |
| 2024 | HCI | Digital Empowerment of Excellent Traditional Chinese Music Culture Education. | Shengnan Guo, Yinghong Zhang, Zhihua Sun |
| 2024 | HCI | From Classic to Future: The Temporal Evolution of GUI Design for Apple Products. | Zhihua Sun, Yinghong Zhang, Shengnan Guo |
| 2024 | HCI | Exploration of "ICH + Digital Game" Mode Under the Threshold of Culture and Tourism Integration. | Yinghong Zhang, Zhihua Sun, Shengnan Guo |
| 2023 | AAAI | Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning. | Letian Gong, Youfang Lin, Shengnan Guo, Yan Lin, Tianyi Wang, Erwen Zheng, Zeyu Zhou, Huaiyu Wan |
| 2023 | AAAI | GMDNet: A Graph-Based Mixture Density Network for Estimating Packages' Multimodal Travel Time Distribution. | Xiaowei Mao, Huaiyu Wan, Haomin Wen, Fan Wu, Jianbin Zheng, Yuting Qiang, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin |
| 2023 | ICDE | Self-Supervised Spatial-Temporal Bottleneck Attentive Network for Efficient Long-term Traffic Forecasting. | Shengnan Guo, Youfang Lin, Letian Gong, Chenyu Wang, Zeyu Zhou, Zekai Shen, Yiheng Huang, Huaiyu Wan |
| 2023 | ICDE | M | Tianyue Cai, Huaiyu Wan, Fan Wu, Haomin Wen, Shengnan Guo, Lixia Wu, Haoyuan Hu, Youfang Lin |
| 2023 | IWDW | Linguistic Steganalysis Based on Clustering and Ensemble Learning in Imbalanced Scenario. | Shengnan Guo, Xuekai Chen, Zhuang Wang, Zhongliang Yang, Linna Zhou |
| 2023 | IWDW | DNA Steganalysis Based on Multi-dimensional Feature Extraction and Fusion. | Zhuang Wang, Jinyi Xia, Kaibo Huang, Shengnan Guo, Chenwei Huang, Zhongliang Yang, Linna Zhou |
| 2023 | IWDW | VStego800K: Large-Scale Steganalysis Dataset for Streaming Voice. | Xuan Xu, Shengnan Guo, Zhengyang Fang, Pengcheng Zhou, Zhongliang Yang, Linna Zhou |
| 2023 | PAKDD | Generative-Contrastive-Attentive Spatial-Temporal Network for Traffic Data Imputation. | Wenchuang Peng, Youfang Lin, Shengnan Guo, Weiwen Tang, Le Liu, Huaiyu Wan |
| 2021 | AAAI | Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction. | Yan Lin, Huaiyu Wan, Shengnan Guo, Youfang Lin |
| 2021 | AAAI | GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting. | Beibei Wang, Youfang Lin, Shengnan Guo, Huaiyu Wan |
| 2021 | HCI | Usability Assessment of the GoPro Hero 7 Black for Chinese Users. | Shengnan Guo, Chen Jia, Le Chang, Jiayu Zeng, Marcelo M. Soares |
| 2021 | ICDE | Package Pick-up Route Prediction via Modeling Couriers' Spatial-Temporal Behaviors. | Haomin Wen, Youfang Lin, Fan Wu, Huaiyu Wan, Shengnan Guo, Lixia Wu, Chao Song, Yinghui Xu |
| 2020 | AAAI | Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting. | Chao Song, Youfang Lin, Shengnan Guo, Huaiyu Wan |
| 2019 | AAAI | Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting. | Shengnan Guo, Youfang Lin, Ning Feng, Chao Song, Huaiyu Wan |
| 2019 | APWEB | A Mobile Phone Data Visualization Tool for People Flow Analysis. | Liangjian Chen, Siyu Chen, Shengnan Guo, Yue Yang, Jianqiu Xu |
| 2019 | DASFAA | Learning Time-Aware Distributed Representations of Locations from Spatio-Temporal Trajectories. | Huaiyu Wan, Fuchen Li, Shengnan Guo, Zhong Cao, Youfang Lin |