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ORCID18th KSEM 2025: Macao, China - Part V
- Tianqing Zhu
, Wanlei Zhou, Congcong Zhu:
Knowledge Science, Engineering and Management - 18th International Conference, KSEM 2025, Macao, China, August 4-7, 2025, Proceedings, Part V. Lecture Notes in Computer Science 15923, Springer 2026, ISBN 978-981-95-3060-1 - Chenhan Fu, Guoming Wang, Rongxing Lu, Siliang Tang:
Global Discovery: A Global Graph-RAG Approach for Query-Focused Multimodal Summarization Across Multiple PDF Papers. 1-8 - Haochen You, Baojing Liu:
Metric Embedding Initialization-Based Differentially Private and Explainable Graph Clustering. 9-16 - Zhaokang Zhang, Xiaorui Luo, Chi Jiang, Ranran Wang, Yiran Wang, Yin Zhang:
M3Net: Multimodal-Feature-Masked Networks for Fake News Detection. 17-24 - Jiabao Wang, Guang Yang, Lingzhong Meng, Youdi Gong, Yuxi Ma:
TB-DML4HS: A Task-Based Modeling and Causal Effect Estimation Method Using DML for Heterogeneous UAV Swarm. 25-35 - Xiaole Wang, Dengcheng Yan, Yuting Wang, Heng Zhang, Xu Wen, Fangxiang Liu, Qingren Wang:
WebGCN: Web Information Extraction Algorithm Based on Graph Neural Networks. 36-45 - Lei Li, Bing Su, Shichao Zhang, Yuchong Liu, Jianchao Zheng, Chuan Zhang, Liehuang Zhu:
Federated Rank Learning with Dimensionality Reduction and Clustering for Electricity Load Forecasting. 46-58 - Zhihao Shuai, Kaiwen Li, Guoyu Li, Shengyao Liu, Dandan Li, Naisheng Tang:
Context-Aware Vectors: A New Method Integrating Personality Into LLMs for Enhanced Sentiment Analysis. 59-66 - Shouyi Chen, Yiyi He, Yanfei Guo, Wei Ma, Chung-Lun Wei, Chiawei Chu:
Research on Detection and Reconstruction of Multiple Types of Anomalies in Wind Speed-Power Data of Wind Farms. 67-76 - Zhongjian Hu, Peng Yang, Tianwai Zhou, Kun Song:
An LLM-Enabled Data Augmentation Framework for Low-Resource Scenarios. 77-84 - Jinyin Bai, Wei Zhu, Qinglin Xu, Xiangchen Wang, Peng Zheng:
Lightweight Remote Sensing Tiny Object Detection Model Based on YOLOv8n Architecture. 85-96 - Jing Yang, Xiangbin Meng, Xuanli Qin, Xianjun Xu, Zhangxiang Hu:
Causal Encoding Generative Model Based on Attention and KAN. 97-104 - Jiangmai Cheng, Bo Jiang, Tianfang Sun, Boyu Wang:
TRVP: Transformer-VAE Framework for 3D Point Cloud Instance Segmentation. 105-115 - Yanjun Lu, Xinyi Song:
A Metapath-Based Neighborhood Reconstruction Network for Graph Anomaly Detection. 116-123 - Anyang Xu, Peng Wu, Dong Wang, Bowen Yang:
DarkFusionNet: A Fusion Neural Network Based Architecture for Darknet Text Classification. 124-133 - Jian Shu, Weide Huang, Yunan Jiang, Zhenghao Wei, Linlan Liu:
Key Nodes Evaluation for Human Proximity Networks Based on Gravity Model. 134-142 - Changguang Wang, Hongxuan Wang, Xi Zhang, Qingru Li, Fangwei Wang:
SRViT-MCNet: An IoT Malware Classification Model. 143-155 - Junyu Chen, Xingjian Xu, Wenfeng Cui, Fanjun Meng:
MultiTEmb: Multi-scale Embeddings for Temporal KG Completion. 156-164 - Ling Feng, Tianhao Wu, Xiangrong Ren, Zhi Jing, Xuliang Duan:
Education Distillation: Let the Model Learn in the School. 165-175 - Yuting Shi:
A Multi-source Temporal Graph Approach for Reliable Market Forecasting with LLM Synergy. 176-189 - Cheng Jiang, Chun Wang:
Memory-Enhanced Transformer Adaptive Graph Convolutional Recurrent Network for Traffic Flow Forecasting. 190-197 - Xin Li, Jiming Dong, Wenkang Xiang, Dawei Zhao, Lijuan Xu, Fenghua Tong:
Investigation into Auto-scaling Mechanisms in Cloud Computing. 198-209 - Zhehao Hou, Fang Liu, Xikai Ke, Weike Xia, Tongliang Li, Hezhong Jiang, Wei Hu:
Multi-receptive-Field Feature Fusion Knowledge Graph Embedding for Link Prediction. 210-218 - Hongze Ou, Xiaoyu Liang, Lianrui Mu, Haoji Hu:
RAG with Visual Alert: Boosting Multimodal Language Models for Enhanced Visual Question Answering. 219-227 - Te Wang, Fanjun Meng, Xingjian Xu:
Dynamic Heterogeneous Graph Neural Network for Personality Detection in Chinese Social Media Texts. 228-236 - Xin Li, Lei Zhao, Dekai Zhang, Dawei Zhao, Lijuan Xu, Chunhui Wang, Fuqiang Yu:
DualCBR: Cross-Modal Collaborative Filtering with Bidirectional Alignment for Long-Tail Recommendation. 237-247 - Shyamali Sinali Karunarathne, Sutharshan Rajasegarar, Lei Pan:
Semantic Information Extraction with Language Models for Zero-Day Attack Detection. 248-256 - Yujia Cao, Xi Tao, Weipeng Cao, Chuanfei Xu, Zhong Ming:
A Review of Optimization Techniques for Large Language Model Inference. 257-265 - Jiamin Tang, Chao Zhang, Xudong Zhu, Mengchi Liu:
GeoER: A Challenging Benchmark for Geometric Element Recognition. 266-273 - Meixuan Chen, Chen Wang, Yujun Wu, Wei Kang, Zaiwen Feng:
SocioSupplyAlert: Comprehensive Supply Chain Crisis Prediction Using LLMs and Social Media Data. 274-281 - Yixuan Yuan, Bixuan Li:
SKG-LLM: Enhancing Large Language Models with Sentiment Knowledge Graphs for Fine-Grained Sentiment Analysis. 282-290 - Yunwei Zhao, Songtao Peng, Linbo Qiao, Qiwei Ye, Han Han, Shanqing Yu:
Harnessing Heterogeneous Social Networks for Better Group Recommendations: An Integrated Approach Towards Cold-Start Problem. 291-301 - Tianxiang Xu, Chang Liu, Zihao Wang, Jiahao Li, Kangsheng Wang:
An Agent-Based Cybersecurity Framework Enhanced by Large Language Models: Integrating Retrieval-Augmented Generation and Monte Carlo Tree Search. 302-309 - Yingjun Liu, Fuchun Liu, Hongzhen Zhu:
Constrained Multi-agent Reinforcement Learning Approach on Wireless Charging Scheduling. 310-317 - Yingxin Hong, Qingqing Ren, Shijie Cao, Hualing Liu:
A Dual-Module System Design and Application for Digital Payment Fraud Detection. 318-326
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