| 2026 | A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation. | Xujie Yuan, Yongxu Liu, Shimin Di, Shiwen Wu, Libin Zheng, Rui Meng, Lei Chen, Xiaofang Zhou, Jian Yin |
| 2026 | Set-to-One Structured Captioning for Heterogeneous Nasal Image Collections via Spatio-Temporal Modeling and Clinical Knowledge Integration. | Xinpan Yuan, Jianuo Ju, Liujie Hua, Mingzhu Huang |
| 2026 | Syntax-Aware Dependency Parsing for Dual-Origin Noisy Correspondence in Text-Based Person Search. | Xinpan Yuan, Wenguang Gan, Yuqi Chen, Shaomin Xie, Chengyuan Zhang, Liujie Hua |
| 2026 | MORE-R1: Guiding LVLM for Multimodal Object-Entity Relation Extraction via Stepwise Reasoning with Reinforcement Learning. | Xiang Yuan, Xu Chu, Xinrong Chen, Haochen Li, Zonghong Dai, Hongcheng Fan, Xiaoyue Yuan, Weiping Li, Tong Mo |
| 2026 | DRDGRL: Dual-Relational Dynamic Graph Representation Learning for Delay-Sensitive Stock Trend Prediction. | Mingjie You, Kaijie Chen, Dawei Cheng |
| 2026 | Linguistically Informed Graph Model and Semantic Contrastive Learning for Korean Short Text Classification. | JaeGeon Yoo, Byoungwook Kim, Yeongwook Yang, Hong-Jun Jang |
| 2026 | MN-Cascade: Multi-hop Neighborhood-Aware Cascaded Reasoning for Knowledge Graph Completion. | Xidong Yi, Weishan Cai, Wenjun Ma |
| 2026 | Inductive Controlled Generation Based on Adaptive Templates for Answering Subjective Product Questions. | Yian Yao, Jianxing Yu, Huaijie Zhu, Hanjiang Lai, Wei Liu, Yanghui Rao, Jian Yin |
| 2026 | 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 | GenPlugin: A Plug-and-Play Framework for Long-Tail Generative Recommendation with Exposure Bias Mitigation. | Kun Yang, Siyao Zheng, Tianyi Li, Xiaodong Li, Hui Li |
| 2026 | Disentanglement-Based Contrastive Learning and Optimization for User Identity Linkage. | Yue Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou, Wengen Li |
| 2026 | Beyond Static Representation: Coarse-to-Fine Dynamic Latent Reasoning for Sequential Recommendation. | Xiaochen Yang, Yin Xu, Xiaobei Wang, Hao Wang, Zhida Jiang, Zhen Chen, Zhaolong Xing |
| 2026 | Generative Query Augmentation with Dual-view Contrastive Learning for Dense Retrieval in Conversational Search. | Wenyu Yan, Aoran Gan, Xukai Liu, Yanjiang Chen, Kai Zhang, Qi Liu |
| 2026 | SQL-QMARS: A Query-Guided Multi-agent Recommendation System for SQL. | Jiawen Xu, Wei Zhou, Yungui Zheng, Huiqi Hu, Peng Cai, Xuan Zhou, Yaoqiang Xu, Chen Qian |
| 2026 | CRAG: Causality-Aware Retrieval-Augmented Generation for Budget Auditing QA. | Gaofeng Xu, Heng Zhou, Guilin Qi, Xiaolong Ye, Tong Zhao, Songlin Zhai, Yongrui Chen, Shenwen Zhong |
| 2026 | CDDF: Confidence- and Divergence-Aware Dual-View Dynamic Fusion for Long-Tail Recommendation. | Ziyi Xu, Zhenyu Yang, Mengdi Cai, Fang Wang, Zhibo Zhang |
| 2026 | MACA: Multimodal Aspect-Based Sentiment Analysis with Dynamic Adaptive Attention, Contrastive Alignment, and LLM Augmentation. | Xuelin Xu, Jun Lu |
| 2026 | PVGCL: Graph Contrastive Learning with Purified View Modeling for Spurious Link Detection. | Jinfang Xue, Yifan Hong, Ruohan Yang, Ling Wang, Bo Li, Huan Wang |
| 2026 | Spurious Correlation Knowledge Graph Disentanglement for Multi-behavior Recommendation. | Tongxin Xu, Chenzhong Bin, Cihan Xiao, Zhixin Zeng, Yunhui Li |
| 2026 | FSEM: Few-Shot Entity Matching Using Multi-loss Adversarial Training with Multi-attention Masking. | Mengfei Xiong, Huayan Ma, Derong Shen, Tiezheng Nie, Yue Kou |
| 2026 | MELT-Rec: A Meta-learning-Based System for Tourism Recommendation. | Songfu Xiong, Xuguang Bao, Liang Chang, Tianlong Gu |
| 2026 | Structure-Adaptive Clustering via Multi-scale Ellipsoidal Granules. | Xianwei Xin, Hao Li, Zengfang Yao, Yuchen Song, Chenyang Wang, Yu Wang |
| 2026 | ANS-CD: A Novel Label-Efficient Community Detection Approach via Active Node Selection. | Junchang Xin, Sihan Liu, Mingcan Wang, Kaifu Long, Chenxi Yao, Zhiqiong Wang |
| 2026 | PiM-X: Pathway-Guided Mamba State-Space Fusion for Interpretable Drug Response Prediction. | Jiajie Xing, Yuan Zhang, Juan Wang |
| 2026 | SparseDNA: Efficient Genomic Sequence Modeling via Sparse Experts in State Spaces. | Zhehan Xie, Ping Han, Chen Lin |