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18th KSEM 2025: Macao, China - Part IV
- Tianqing Zhu
, Wanlei Zhou
Knowledge Science, Engineering and Management - 18th International Conference, KSEM 2025, Macao, China, August 4-7, 2025, Proceedings, Part IV. Lecture Notes in Computer Science 15922, Springer 2026, ISBN 978-981-95-3057-1 - Weihong Wang, Zuhao Jin, Cheng Zhao:
INDRE: An Interpretable News Driven Risk Evaluation Model. 1-14 - Yujun Li
Efficient Transductive Few-Shot Learning with Active Learning for Imbalanced Data. 15-27 - Dian Jiao, Junyu Lin
Parallel FHE-Based Neural Network Inference with Knowledge Distillation for Efficient Privacy-Preserving Image Classification. 28-39 - Jialin Xu, Jinguo You
MatSciES: Automated Knowledge Extraction and Summarization from Materials Science Literature with Large Language Models. 40-51 - Shiwei Li
A Robust Video Steganography Method Based on Multi-scale Decomposition and Invertible Networks. 52-64 - Mengdi Sun, Xiao Yu, Linyi Hou, Huanhuan Li, Xiaoyu Li:
IR-SDTNet: An Infrared Small Target Detection Network Based on Denoising Enhancement. 65-76 - Zheng Dong, Huijie Yang, Jingang Li, Jian Shen
Blockchain-Enhanced Copyright Protection for Fashion Industry: A DBAE-Net Based and Traceable Image Similarity Ranking Scheme. 77-91 - Qiheng Mao
Mixture of Experts Enhanced Heterogeneous Graph Transformer. 92-103 - Huiying Zhang, Wenmao Liu, Wei Ren
CertBA: A Decentralized Authentication Scheme via Blockchain and Dynamic Cryptographic Accumulator. 104-115 - Wanling Liu
Adaptive Capsule Graph Neural Network with Attention Mechanism for Parathyroid Glands Detection. 116-128 - Jiaxun Li, Yonghou He, Zhefan Dong, Li Tao:
HGC: A Hybrid Method Combining Gravity Model and Cycle Structure for Identifying Influential Spreaders in Complex Networks. 129-137 - Ally S. Nyamawe
Code Refactoring with ChatGPT: Analysis Based on Real and Synthetic Extract Method Opportunities. 138-149 - Jinge Ma, Jia Duan, Xi Liu, Xianghan Zheng, Wei Ren
A Robust Data Watermarking Method Based on Secret Sharing and GAN for Digital Elevation Model. 150-162 - Yangzong Zhang, Wenjian Liu, Bin Shi, Tianqing Zhu:
MOAT: A Multi-objective Approach to Federated IoT Botnet Detection. 163-173 - Xingyi Li
In-Context Contrastive Learning for Temporal Knowledge Graph Reasoning. 174-185 - Lijing Tong, Xingjian Xu, Fanjun Meng, Yan Gou:
Emotion-Aware Knowledge Tracing: Enhancing Student Performance Prediction with Multi-Head Emotional Attention and Dynamic Gating. 186-194 - Jiazheng Sun, Xiaoyan Cai:
Mask-Guided Visual Text Transformer for Radiology Reports Representation Learning. 195-208 - Haochen You
MCIGLE: Multimodal Exemplar-Free Class-Incremental Graph Learning. 209-217 - Liangguo Wang, Yuxuan Wu, Jiaqian Wu, Eziz Tursun:
MTCA-ViT: Multi-Modal Temporal Contrastive Vision Transformer for Depression Detection. 218-225 - Peng Yu, Faren Yan, Xin Chen:
SGCoT: Self-generating Chain-Of-Thought for Discipline Classification. 226-237 - Zhen Ren, Fei Pu, Siyuan Wang, Bailin Yang, Lirong Cheng:
Learning Interaction-Aware and Neighborhood Semantic-Enhanced Embedding for Link Prediction. 238-247 - Jie Wang, Jiaye Wang:
PromptPilot: Autonomous Prompt Optimization via Genetic Particle Filtering and Dynamic Exploration. 248-259 - Wen Shang, Jingwen Xu, Jinguo You
A Unified Computation Framework of Lattices in Hierarchical Data Analysis. 260-268 - Yuanjie Lyu, Tong Xu
Generating Event-Oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM. 269-277 - Taihao Zhang, Longxiang Gao
Multi-scale Masked Transformer for Robust Point Cloud Registration. 278-290 - Runze Liu
Expert Data - Assisted Diagnosis: An INFO - iTransformer - XGBoost Combined Discriminative System for Prenatal Diagnosis of Fetal Congenital Heart Disease. 291-298 - Changlong Wang, Jianlong Cao, Yaoyao Hu, Xiaopan Cao, Wenzheng Guo, Jie Hu, Yawei Li, Yi Liu
Temporal Knowledge Graph Reasoning Based on Historical Statistical Reward Mechanism. 299-307 - Hongfei Zhang, Jie Li, Yike Zhao, Shu Li, Zhongyi Zhang, Kedong Liu, Qingyun Liu:
Optimized DFA-Based URL Filtering for P4 Programmable Switches. 308-316 - Bailun Wang, Yatu Ji, Nier Wu:
Improving Mongolian-Chinese Translation Quality Using Noise-Enhanced mBART. 317-324 - Xikai Ke
RMNS: Robust Hyper-relational Link Prediction Model Based on Multi-level Negative Sampling. 325-333 - Jiahao Gu, Fang Liu, Min Jiang, Jingyong Du, Weike Xia, Tongliang Li, Hezhong Jiang, Wei Hu:
HG-GIN: Double Layer Attention Graph Isomorphism Network Based on Hybrid Neighborhood. 334-341 - Yanping Xiang, Jiaqi Dai, Mingkun Chen, Teer Song, Yutong Zheng, Xuan Liu:
Matching Ancient Dunhuang Manuscripts Based on Multi-dimensional Feature Fusion. 342-353 - Lele Shen
NexaFusion: Integrating Multi-team Collaboration for High-Impact Outcomes. 354-361 - Yiming Gai
Comprehensive Evaluation of Large Language Model Responses: A Multi-factor Scoring System. 362-372 - Feng Xu, Lai Meng, Yichu Dai, Zhengdong Fei, Canghong Jin
Service Area Vehicle Flow Prediction Model for Highway Service Areas Based on Gravity Model Quadratic Assignment. 373-383 - Tianxiang Xu
Multi-agent Collaborative Framework with Few-Shot CoT for Threat Detection. 384-392 - Yusi Chen, Hongtao Zhou, Housheng Su:
CombDE: Direct-Distillation Combined with Self-distillation for Knowledge Graph Embeddings. 393-402 - Zhoujie Xu
Rethinking Lightweight and Efficient Human Pose Estimation with Star Operation Reconstruction. 403-414 - Tonghui Han, Yaxin Bi
Comparing Large Language Model-Based Prompt Engineering Strategies with Feature Engineering Strategies for Complex Word Identification. 415-423 - Wenxu Zhao
DARIS: Dynamic Adaptive Refinement of Interaction Sequence for Sequential Recommendation. 424-432 - Linhan Xia, Mingzhan Yang, Guohui Yuan, Shengnan Tao, Yujing Qiu, Guo Yu, Kai Lei:
PolyBERT: Fine-Tuned Poly Encoder BERT-Based Model for Word Sense Disambiguation. 433-443 - Jiao Xue, Chundong Wang:
FedDYS: Federated Learning Based on Local Regularization Against Data Heterogeneity. 444-455
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