| 2026 | AAAI | HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion. | Di Wang, Junping Du, Zhe Xue, Meiyu Liang, Guanhua Ye, Yingxia Shao, Haisheng Li |
| 2026 | AAAI | Rethink Representation Learning for Questionnaire Data. | Guanhua Ye, Jifeng He, Yan Li, Junping Du, Zhe Xue, Yingxia Shao, Meiyu Liang, Yawen Li |
| 2026 | AAAI | ST-VLM: A Spatial-to-Image Multimodal Spatial-Temporal Prediction Framework with Vision-Language Model. | Tong Zhao, Junping Du, Zhe Xue, Meiyu Liang, Aijing Li, Xiaolong Meng, Dandan Liu |
| 2026 | KDD | Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent. | Haocheng Yu, Yaxiong Wu, Hao Wang, Wei Guo, Yong Liu, Yawen Li, Yuyang Ye, Junping Du, Enhong Chen |
| 2026 | WWW | Multi-Granularity Multi-Modal Knowledge Graph Representation Learning via Subgraph-Aware Adaptive Fusion and Hierarchical Relation Modeling. | Peining Li, Meiyu Liang, Wei Huang, Junping Du, Zhe Xue, Guanhua Ye, Wu Liu, Lei Shi |
| 2025 | AAAI | Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal Retrieval. | Tianlong Zhang, Zhe Xue, Adnan Mahmood, Junping Du, Yuchen Dong, Shilong Ou, Lang Feng, Ming-Hsuan Yang, Yuankai Qi |
| 2025 | AAAI | Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective. | Zhongjian Zhang, Mengmei Zhang, Xiao Wang, Lingjuan Lyu, Bo Yan, Junping Du, Chuan Shi |
| 2025 | ADC | Continual Multimodal Knowledge Graph Learning via Adaptive Replay and Topology Distillation. | Jiawei Guo, Junping Du, Meiyu Liang, Zhe Xue |
| 2025 | ADC | Federated Learning for Computing Power Network: A Latency Optimization Scheduling Framework Based on Deep Reinforcement Learning. | Zhonghui Ma, Junping Du, Zhe Xue, Guanhua Ye, Yingxia Shao |
| 2025 | ADC | LHATM: LLM-Guided Hierarchy-Aware Topic Modeling Framework. | Zheng Zhang, Junping Du, Yingxia Shao, Guanhua Ye |
| 2025 | ICDE | Towards Unsupervised Entity Alignment for Highly Heterogeneous Knowledge Graphs. | Runhao Zhao, Weixin Zeng, Jiuyang Tang, Yawen Li, Guanhua Ye, Junping Du, Xiang Zhao |
| 2025 | ICML | CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling. | Feifei Kou, Jiahao Wang, Lei Shi, Yuhan Yao, Yawen Li, Suguo Zhu, Zhongbao Zhang, Junping Du |
| 2025 | IJCAI | ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural Network. | Zeli Guan, Yawen Li, Junping Du, Runqing Tang, Xiaolong Meng |
| 2025 | IJCAI | CSAHFL: Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks. | Aijing Li, Junping Du, Dandan Liu, Yingxia Shao, Tong Zhao, Guanhua Ye |
| 2025 | KDD | GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited Annotations. | Junze Chen, Cheng Yang, Shujie Li, Zhiqiang Zhang, Yawen Li, Junping Du, Chuan Shi |
| 2025 | WWW | Empowering Federated Graph Rationale Learning with Latent Environments. | Linan Yue, Qi Liu, Yawen Li, Fangzhou Yao, Weibo Gao, Junping Du |
| 2025 | WWW | TD3: Tucker Decomposition Based Dataset Distillation Method for Sequential Recommendation. | Jiaqing Zhang, Mingjia Yin, Hao Wang, Yawen Li, Yuyang Ye, Xingyu Lou, Junping Du, Enhong Chen |
| 2024 | AAAI | Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search. | Meiyu Liang, Junping Du, Zhengyang Liang, Yongwang Xing, Wei Huang, Zhe Xue |
| 2024 | AAAI | Efficient Asynchronous Federated Learning with Prospective Momentum Aggregation and Fine-Grained Correction. | Yu Zang, Zhe Xue, Shilong Ou, Lingyang Chu, Junping Du, Yunfei Long |
| 2024 | APWEB | Byzantine-Robust Aggregation for Federated Learning with Reinforcement Learning. | Sizheng Yan, Junping Du, Zhe Xue, Ang Li |
| 2024 | ICDE | Unsupervised Multimodal Graph Contrastive Semantic Anchor Space Dynamic Knowledge Distillation Network for Cross-Media Hash Retrieval. | Yang Yu, Meiyu Liang, Mengran Yin, Kangkang Lu, Junping Du, Zhe Xue |
| 2024 | WWW | Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation. | Bo Yan, Yang Cao, Haoyu Wang, Wenchuan Yang, Junping Du, Chuan Shi |
| 2023 | ICDE | Video Super-Resolution Reconstruction Based on Deep Learning and Spatio-Temporal Feature Self-similarity (Extended abstract). | Meiyu Liang, Junping Du, Linghui Li, Zhe Xue, Xiaoxiao Wang, Feifei Kou, Xu Wang |
| 2023 | KDD | A Data-centric Framework to Endow Graph Neural Networks with Out-Of-Distribution Detection Ability. | Yuxin Guo, Cheng Yang, Yuluo Chen, Jixi Liu, Chuan Shi, Junping Du |
| 2023 | WWW | Minimum Topology Attacks for Graph Neural Networks. | Mengmei Zhang, Xiao Wang, Chuan Shi, Lingjuan Lyu, Tianchi Yang, Junping Du |
| 2022 | ECCV | CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer. | Zijie Wu, Zhen Zhu, Junping Du, Xiang Bai |
| 2022 | WWW | Prohibited Item Detection via Risk Graph Structure Learning. | Yugang Ji, Guanyi Chu, Xiao Wang, Chuan Shi, Jianan Zhao, Junping Du |
| 2021 | IJCAI | Clustering-Induced Adaptive Structure Enhancing Network for Incomplete Multi-View Data. | Zhe Xue, Junping Du, Changwei Zheng, Jie Song, Wenqi Ren, MeiYu Liang |
| 2020 | ACL | Leveraging Graph to Improve Abstractive Multi-Document Summarization. | Wei Li, Xinyan Xiao, Jiachen Liu, Hua Wu, Haifeng Wang, Junping Du |
| 2019 | CIKM | Forecasting Pavement Performance with a Feature Fusion LSTM-BPNN Model. | Yushun Dong, Yingxia Shao, Xiaotong Li, Sili Li, Lei Quan, Wei Zhang, Junping Du |
| 2019 | ICDE | Interaction-Aware Arrangement for Event-Based Social Networks. | Feifei Kou, Zimu Zhou, Hao Cheng, Junping Du, Yexuan Shi, Pan Xu |
| 2019 | IJCAI | Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification. | Zhe Xue, Junping Du, Dawei Du, Wenqi Ren, Siwei Lyu |
| 2017 | CVPR | Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild. | Shan Li, Weihong Deng, Junping Du |
| 2017 | CVPR | Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation. | Binghui Chen, Weihong Deng, Junping Du |
| 2017 | IDEAL | Cross-Media Retrieval of Tourism Big Data Based on Deep Features and Topic Semantics. | Yang Li, Junping Du, Zijian Lin, Lingfei Ye |
| 2012 | ICARCV | Formation iterative learning control for multi-agent systems with higher-order dynamics. | Deyuan Meng, Yingmin Jia, Junping Du, Fashan Yu |
| 2012 | IGARSS | Estimation of evapotranspiration in Heihe River basin using HJ-1AB data. | Hongwei Xu, Rui Sun, Junping Du |
| 2009 | GECCO | To create neuro-controlled game opponent from UCT-created data. | Fan Xie, Suoju He, Xiao Liu, Xingguo Li, Junping Du, Jiajian Yang, Yiwen Fu, Yang Chen, Junping Wang, Zhiqing Liu, Qiliang Zhu |
| 2008 | ICNC | Strategy-Based Player Modeling during Interactive Entertainment Sessions by Using Bayesian Classification. | Suoju He, Junping Du, Hongtao Chen, Jin Meng, Qiliang Zhu |
| 2008 | ICNC | Constructing Tourism Association Words Set Based on Association Rule Mining. | Yipeng Zhou, Junping Du, Guangping Zeng, Xuyan Tu |
| 2008 | ISNN | Association Rule Mining Based on the Semantic Categories of Tourism Information. | Yipeng Zhou, Junping Du, Guangping Zeng, Xuyan Tu |
| 2007 | ACC | ABS Composite Control Based on Optimal Slip Ratio. | Hongqing Lv, Yingmin Jia, Junping Du, Qingnan Du |
| 2007 | ISNN | Tourism Room Occupancy Rate Prediction Based on Neural Network. | Junping Du, Wensheng Guo, Ruijie Wang |
| 2006 | ISDA | Intelligent Golden Week Holiday Tourism Forecasting. | Junping Du, Min Zuo, Wensheng Guo |
| 2006 | ISDA | Forecasting Model of Holiday Tourism Requirement on the Basis of RBF Neural Network. | Wensheng Guo, Junping Du, Ruijie Wang |
| 2006 | ISDA | Realization for Destination Marketing System Platform Based on Data Mining. | Ruijie Wang, Junping Du, Wensheng Guo |
| 2003 | IKE | An Application of Mobile Agent System in Network Management. | Junping Du, Wensheng Guo, Yixin Yin |
| 2003 | IKE | The Study on the Distributed National Golden WeekHoliday Tourism Forecast System. | Junping Du, Wensheng Guo, Yixin Yin |