| 2026 | AAAI | Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning. | Jiangfeng Sun, Sihao He, Zhonghong Ou, Meina Song |
| 2025 | AAAI | TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval. | Shuai Lyu, Zijing Tian, Zhonghong Ou, Yifan Zhu, Xiao Zhang, Qiankun Ha, Haoran Luo, Meina Song |
| 2025 | EMNLP | Complex Numerical Reasoning with Numerical Semantic Pre-training Framework. | Jun Zhang, Haihong E, Tianyi Hu, Yifan Zhu, Meina Song, Haoran Luo |
| 2025 | ICLR | INFER: A Neural-symbolic Model For Extrapolation Reasoning on Temporal Knowledge Graph. | Ningyuan Li, Haihong E, Tianyu Yao, Tianyi Hu, Yuhan Li, Haoran Luo, Meina Song, Yifan Zhu |
| 2025 | ICML | KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search. | Haoran Luo, Haihong E, Yikai Guo, Qika Lin, Xiaobao Wu, Xinyu Mu, Wenhao Liu, Meina Song, Yifan Zhu, Anh Tuan Luu |
| 2025 | IJCAI | Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding. | Jiangfeng Sun, Kaiwen Xue, Qika Lin, Yufei Qiao, Yifan Zhu, Zhonghong Ou, Meina Song |
| 2025 | WWW | PM-MOE: Mixture of Experts on Private Model Parameters for Personalized Federated Learning. | Yu Feng, Yangli-ao Geng, Yifan Zhu, Zongfu Han, Xie Yu, Kaiwen Xue, Haoran Luo, Mengyang Sun, Guangwei Zhang, Meina Song |
| 2024 | ACL | ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models. | Haoran Luo, Haihong E, Zichen Tang, Shiyao Peng, Yikai Guo, Wentai Zhang, Chenghao Ma, Guanting Dong, Meina Song, Wei Lin, Yifan Zhu, Anh Tuan Luu |
| 2023 | ACL | HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level. | Haoran Luo, Haihong E, Yuhao Yang, Yikai Guo, Mingzhi Sun, Tianyu Yao, Zichen Tang, Kaiyang Wan, Meina Song, Wei Lin |
| 2023 | ACML | Hybrid Convolution Method for Graph Classification Using Hierarchical Topology Feature. | Jiangfeng Sun, Xinyue Lin, Fangyu Hao, Meina Song |
| 2023 | EMNLP | TR-Rules: Rule-based Model for Link Forecasting on Temporal Knowledge Graph Considering Temporal Redundancy. | Ningyuan Li, Haihong E, Shi Li, Mingzhi Sun, Tianyu Yao, Meina Song, Yong Wang, Haoran Luo |
| 2023 | ICANN | LorenTzE: Temporal Knowledge Graph Embedding Based on Lorentz Transformation. | Ningyuan Li, Haihong E, Li Shi, Xueyuan Lin, Meina Song, Yuhan Li |
| 2023 | ICDM | FM-IGNN: Interaction Graph Neural Network with Fine-grained Matching for Session-based Recommendation. | Zongzhi Han, Zhonghong Ou, Yifan Zhu, Xiaodong Li, Meina Song |
| 2022 | ACCV | TCVM: Temporal Contrasting Video Montage Framework for Self-supervised Video Representation Learning. | Fengrui Tian, Jiawei Fan, Xie Yu, Shaoyi Du, Meina Song, Yu Zhao |
| 2022 | ICPR | Episodic Projection Network for Out-of-Distribution Detection in Few-shot Learning. | Jiawei Fan, Zhonghong Ou, Xie Yu, Junwei Yang, Shigeng Wang, Xiaoyang Kang, Hongxing Zhang, Meina Song |
| 2021 | NAACL | RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion. | Youri Xu, Haihong E, Meina Song, Wenyu Song, Xiaodong Lv, Haotian Wang, Jinrui Yang |
| 2020 | APWEB | KGWD: Knowledge Graph Based Wide & Deep Framework for Recommendation. | Kemeng Liu, Zhonghong Ou, Yanxin Tan, Kai Zhao, Meina Song |
| 2020 | APWEB | Turn-Level Recurrence Self-attention for Joint Dialogue Action Prediction and Response Generation. | Yanxin Tan, Zhonghong Ou, Kemeng Liu, Yanan Shi, Meina Song |
| 2019 | ACL | A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling. | Haihong E, Peiqing Niu, Zhongfu Chen, Meina Song |
| 2019 | ICTAI | FPSeq: Simplifying and Accelerating Task-Oriented Dialogue Systems via Fully Parallel Sequence-to-Sequence Framework. | Meina Song, Zhongfu Chen, Peiqing Niu, Haihong E |
| 2017 | ICA3PP | Research and Implementation of Question Classification Model in Q&A System. | Haihong E, Yingxi Hu, Meina Song, Zhonghong Ou, Xinrui Wang |
| 2017 | ICA3PP | A CNN-Based Supermarket Auto-Counting System. | Zhonghong Ou, Changwei Lin, Meina Song, Haihong E |
| 2016 | DASFAA | TGTM: Temporal-Geographical Topic Model for Point-of-Interest Recommendation. | Cong Zheng, Haihong E, Meina Song, Junde Song |
| 2016 | UCC | Statistic-based CRM approach via time series segmenting RFM on large scale data. | Meina Song, Xuejun Zhao, Haihong E, Zhonghong Ou |
| 2015 | ICWS | User Familiar Degree Aware Recommender System. | Yusheng Li, Haihong E, Meina Song, Junde Song |
| 2014 | ICPADS | Hierarchical prediction based task scheduling in hybrid data center. | Haiou Jiang, Haihong E, Meina Song |
| 2013 | HPCC | Web Service QoS Prediction under Sparse Data via Local Link Prediction. | Junjie Tong, Haihong E, Meina Song, Junde Song, Yanfei Li |
| 2013 | KDD | Soft-CsGDT: soft cost-sensitive Gaussian decision tree for cost-sensitive classification of data streams. | Ning Guo, Yanhua Yu, Meina Song, Junde Song, Yu Fu |
| 2011 | CLUSTER | HEaRS: A Hierarchical Energy-Aware Resource Scheduler for Virtualized Data Centers. | Hui Chen, Meina Song, Junde Song, Ada Gavrilovska, Karsten Schwan |
| 2008 | GPC | Layered Peer-to-Peer Architecture for Mobile Web Services via Converged Cellular and Ad Hoc Networks. | Zhonghong Ou, Meina Song, Hui Chen, Junde Song |
| 2008 | VTC | Extended WDB Algorithm for QoS Enhancement in IEEE 802.11e WLAN. | Jing Chi, Meina Song, Junde Song |
| 2004 | ER | Association Rule Mining Based on the Multiple-Dimensional Item Attributes. | Yunfeng Duan, Shiwei Tang, Dongqing Yang, Meina Song |