| 1 | Yashen Wang, Xiaoling Zhu, Yanhui Li, HUAN CHANG, Xiaoye Ouyang, Tianzhu Chen, Xiaowan Li | A Cross-Subgraph Attention Fusion and Comparison Method for Contrastive Learning Based Knowledge Graph Completion |
| 2 | Guangyun Yao | Knowledge Retrieval-Augmented Interest learning for Recommendation |
| 3 | Han Xue, Huiying Li, Shuo Kou | EDREL: Document-level Relation Extraction with Evidence and Logical Rules |
| 4 | Mao Liangjian | 融合多源时空知识图谱与图神经网络的智慧选址模型 |
| 5 | SHANG Jingyi, HOU Wenzhe, Weixin Zeng, Xiang Zhao | 多源异构场景下对RDF-MT技术的实验探索 |
| 6 | Zhen Bi, Peng Chen, Kangrui Pan, Kang Zhao, Qing Shen, Zhenfang Liu, Jungang Lou | Autism Children Education Knowledge Graph: Construction and Validation |
| 7 | Tailai Han, Chuanyuan Tan, Wenbiao Shao, Hao Xiong, Wenliang Chen | 面向不可回答问题的大语言模型拒答能力综合评估 |
| 8 | Xiaohan He, Yinchi Li, Shuming Zhang, Meiling Wang, Qianyuan Cheng, Longkang Leng | Multi-granularity Hierarchical RAG for Welding Parameter Recommendation |
| 9 | Meiying Kang, Ruobing Shang, Wenliang Chen | 基于大语言模型语义增强的移动应用使用预测方法 |
| 10 | Jibing Gong, Xinchao Feng, Qian Zang, Yi Zhao, Le Chen, Yu Qiu, Jun Feng, Haomin Song, Liangying Peng | Knowledge Graph-based Recommendation via Generative Denoising and Multi-Level Contrastive Learning |
| 11 | Guanfeng Li | 不确定知识图谱嵌入方法研究综述 |
| 12 | Cheng Zhang, Qi Huang, Mingwen Wang, Huiqin Xu, Wenbing Luo, Ying ting Zhu | 基于混合专家多视角学习的知识图谱补全 |
| 13 | Jiahao Hu, Chaoran Zhou, Hongwei Yang, Zhongbao Wei, Xin Zhang | 结合协同注意力交互与多尺度循环卷积的知识图谱补全方法 |
| 14 | Langjunqing Jin, Yarong Shang, Chao Yu, Kaiqi Chi | 基于结构化双向编码的数学知识图谱表示学习 |
| 15 | Huanran Zheng, Xiaoling Wang, Jingwei Zhang, Ya Zhou | Aggressive Speculative Decoding for Efficient Chain-of-Thought Reasoning |
| 16 | Feng Gao, Yuchen He, Na Zhang, Jinguang Gu | FEFT: A Feedback-enhanced Evaluation Fine-tuning Framework for Financial Report Summarization |
| 17 | Xi Wu, Bin Wu, Tianyu Lin, Kexin Zhao, Wenzhe Zhang, Xingkun Qin, Jibing Gong | POMNS: Positive-Offset Mixed Negative Sampling for Graph-Based Recommendation |
| 18 | Chengyuan Jin, Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao | MAEPS: Multi-Agent Event Prediction System Based on Human Expert Team Collaboration Simulation |
| 19 | Yu Qiu, 冯珺, 郑哲慧, Yi Zhao, 宋昊旻, 陈祖歌, 王绍兰 | 电力领域基于上下文知识提示的大模型视觉问答技术研究 |
| 20 | Yongshen zhu, Chengjie Sun, Lei Lin, Bingquan Liu | Character-Boundary-Aware and Type-Decoupled Named Entity Recognition Enhanced by a Post-Correction Model |
| 21 | Xi Wang, Xin Xin | A Preliminary Attempt to Generate a Sichuan Dialect Handbook by LLMs |
| 22 | 徐贞顺 | 基于层次化多模态融合与困难负采样的知识图谱补全 |
| 23 | Zitian Wang, Kang Xu, Zhenjiang Dong | CNER-PH：一个用于药物警戒的中文命名实体识别数据集 |
| 24 | 赵载元, Hairong Wang, 陈芳萍, 李红英 | 基于提示学习的多模态命名实体识别方法研究进展 |
| 25 | Letao Han, Yuemei Xu, Qian Yuan | C-Voice: Culturally-grounded Multi-dimensional Alignment of LLMs with Chinese Social Values |
| 26 | Huanke You, 华却才让, Haixing Zhao | 面向大模型的最优藏文字表构建 |
| 27 | Manlai Liang, Wanyi Huang, Mandi Liu, Huaijun Li, Jinlong Li | Lag-Relative Sparse Attention In Long Context Training |
| 28 | bohan xie, Shirui Wang, Ling Ding, Jianting Chen, Yang Xiang | VIKA: Vectorized Indispensable Knowledge-subgraph Augmentation for Large Language Models |
| 29 | ruolin su, Yongkang Zhou, JUNJIE YAO | 多源知识驱动的心理咨询数字交互系统：知识增强与幻觉抑制 |
| 30 | Jibing Gong, Le Chen, Qian Zang, Xinchao Feng, Yi Zhao, Yu Qiu, Jun Feng, Haomin Song, Liangying Peng | DKGFN: Deep Knowledge Graph Fusion Network for Recommendation |
| 31 | Yixuan Wang, Jiamin Lv, Xiaofu Song, Bo Zhao | 大模型驱动的模块化安全本体构建方案 |
| 32 | Yangjuan Hu, Kaile Wang, Fei Yang, Yuling Li | 面向少样本知识图谱补全的关系感知语义建模方法 |
| 33 | 蒋永佳, 耿生玲, 贾泽宇, 李升宏 | 融合大语言模型与动态反馈机制的鸟类知识图谱补全方法 |
| 34 | GengShuobiao, Hairong Wang, 杨振业, YangJianling | 多模态对抗学习与特征增强的知识推理方法 |
| 35 | Jian Zhang, Jin-Tao Tang, Shasha Li, Wang Kaixuan, Ting Wang | Iterative Generation Method for Factual QA in Large Language Models Based on Semantic Entropy Verification |
| 36 | Chengbiao Yang, Lingyu Zhang, Guilin Qi | Traff-LLM: A Spatio-Temporal Knowledge-Guided Large Language Model for Traffic Flow Prediction |
| 37 | Feng Gao, YueSun, Yuanyuan Li, Jinguang Gu | Zero-shot Instruction Generation via Dual-Alignment Instruction Wrappers with Summary-Text fused instruction wrappers |
| 38 | Yi Tang, Yongbin Liu, Chunping Ouyang, Ying Yu | LADVA: LLM-Augmented Dual-View Alignment for Zero-Shot Extreme Multi-Label Classification |
| 39 | 江浩, 万中英, Xueqiang Zeng, Mingwen Wang | 基于常识知识和情绪知识语义不一致的讽刺检测方法 |
| 40 | NAIZHOU ZHANG | 基于知识增强和潜主题学习的小语言模型低资源对话生成 |
| 41 | XuZhaojing, Wanghairong, Zane Yi | 层次拓扑增强的生成式多模态推荐算法 |
