| 2025 | Multi-view Attention Syntactic Enhanced Graph Convolutional Network for Aspect-Based Sentiment Analysis. | Xiang Huang, Hao Peng, Shuo Sun, Zhifeng Hao, Hui Lin, Shuhai Wang |
| 2025 | GoT-R: Enhancing Large Language Models for Complex Question Answering with Graph-of-Thought Guided Reasoning. | Peixuan Huang, Bohan Li, Wenlong Wu, Haofen Wang, Mengfei Xu, Chen Chen, Lei Liang, Meng Wang |
| 2025 | FairDP-GNN: Graph Neural Network with Group Fairness and Differential Privacy. | Fengrui Hao, Shiyi Zhao, Tianlong Gu, Xuemin Wang, Xiaoli Liu, Yuanfeng Liu |
| 2025 | RADIO: Effective and Efficient Anomalous Subgraph Discovery in Financial Networks. | Xiaolin Han, Yikun Zhang, Chenhao Ma, Lingyun Song, Xuequn Shang |
| 2025 | STAR: Spatio-Temporal Trajectory Recovery for Sparse and Uncertain Marine Trajectories. | Xiaolin Han, Songliang Bai, Gaukhar Issayeva, Chenhao Ma, Fang Li, Xuequn Shang |
| 2025 | Enterprise Bankruptcy Prediction with Meta-path Denoising and Capsule Network Modeling. | Hongrui Guo, Boyuan Ren, Hongzhi Liu, Tianqi Sun, Zhonghai Wu |
| 2025 | SCFormer: Structured Channel-Wise Transformer with Cumulative Historical State for Multivariate Time Series Forecasting. | Shiwei Guo, Ziang Chen, Yupeng Ma, Yunfei Han, Yi Wang |
| 2025 | Declarative Privacy-Preserving Inference Queries. | Hong Guan, Ansh Tiwari, Summer Gautier, Rajan Hari Ambrish, Lixi Zhou, Yancheng Wang, Deepti Gupta, Yingzhen Yang, Chaowei Xiao, Kanchan Chowdhury, Jia Zou |
| 2025 | OPOM: The Ordinal and Parallel Optimization Method of Spark Multi-query Applications. | Bingyu Guan |
| 2025 | Accelerating DeepWalk via Context-Level Parameter Update and Huffman Tree Pruning. | Chang Gong, Weiguo Zheng, Hongwei Feng |
| 2025 | Scalable GNN Training via Parameter Freeze and Layer Detachment. | Chang Gong, Boyu Yang, Weiguo Zheng, Xing Huang, Weiyi Huang, Jie Wen, Shijie Sun, Bohua Yang |
| 2025 | Privacy-Preserving Multi-dimensional Range Query Optimization Across Multiple Sources. | Chengyue Ge, Yuan Shen, Wei Song, Jinyang Ren, Yuan Feng |
| 2025 | TCompoundQ: Translation, Rotation, and Scaling in Quaternion Vector Space for Temporal Knowledge Graph Completion. | Rushan Geng, Cuicui Luo |
| 2025 | From Memorization to Discovery: A Novel Benchmark for Relational Triple Extraction. | Aoran Gan, Ye Liu, Hongbo Gang, Kai Zhang, Qi Liu, Enhong Chen, Xin Li, Guoping Hu |
| 2025 | rFedKD: A Reverse Federated Knowledge Distillation Method for Communication Efficiency. | Weijia Feng, Ruojia Zhang, Yichen Zhu, Chenyang Wang, Xiaobao Wang, Tarik Taleb |
| 2025 | MHGCP: Multi-view Heterogeneous Graph with Cross-View Projection for Recommendation. | Xinlong Feng, Qianfang Xu, Shaojie Tang, Bo Xiao |
| 2025 | Heterogeneous Feature-Aware Graph Neural Network for Tabular Data. | Hongxiao Fei, Jinqi Hu, Liu Yang, Tingxuan Chen, Huayou Su, Zanqun Liu |
| 2025 | Bridging RDF Knowledge Graphs with Graph Neural Networks for Semantically-Rich Recommender Systems. | Michael Frber, David Lamprecht, Yuni Susanti |
| 2025 | Improving Multi-attribute Fairness in LLM-Based Recommenders Through a Mixture-of-Experts Contrastive Learning Method. | Jing Fan, Chen Zhu, Han Wu, Fuzhen Zhuang, Deqing Wang, Hengshu Zhu |
| 2025 | OLearning: A Geo-Distributed System for Device-Cloud Collaborative Computing. | Min Fang, Zhihui Fu, Xiangmou Qu, Ruiguang Pei, Jun Wang, Lan Zhang |
| 2025 | FLeW: Facet-Level and Adaptive Weighted Representation Learning of Scientific Documents. | Zheng Dou, Deqing Wang, Fuzhen Zhuang, Jian Ren, Yanlin Hu |
| 2025 | Who Is Undercover? Guiding LLMs to Explore Multi-perspective Team Tactic in the Game. | Ruiqi Dong, Zhixuan Liao, Yuhan Ma, Danni Ma, Chenyou Fan |
| 2025 | Killing Two Birds with One Stone: A Spatio-temporal Prompt for the Inductive Traffic Extrapolation. | Leilei Ding, Zhipeng Tang, Le Zhang, Dazhong Shen, Chao Wang, Ziyang Tao, Jingbo Zhou, Yanyong Zhang, Hui Xiong |
| 2025 | CELLM: Curvature Enhanced Large Language Models for Graph Structure Learning. | Xin Ding, Jiaxin Ding, Haochen Han, Haoxiang Zhang, Yule Xie, Luoyi Fu, Xinbing Wang |
| 2025 | PRIM: Encoding Propagation Probability and Role-Aware Representation for Influence Maximization. | Niran Deng, Jiuyang Tang, Yang Fang, Tianyang Shao, Jinzhi Liao, Xiang Zhao |