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| 2025 | Learning Interaction-Aware and Neighborhood Semantic-Enhanced Embedding for Link Prediction. | Zhen Ren, Fei Pu, Siyuan Wang, Bailin Yang, Lirong Cheng |
| 2025 | Graph Representation-Aware Online Aggregations over Knowledge Graph. | Jingyi Qiu, Aibo Song, Tongwei Liu, Tianbo Zhang, Yongjian Wang, Kun Zhao |
| 2025 | EntiFA: Entity-Based Fine-Grained Adaptation for Knowledge Enhancement in Large Language Models. | Dengkang Qin, Zheng Chen |
| 2025 | MMtuning: An Advanced Multi-adapter Framework for Efficient Multimodal Large Language Models Fine-Tuning. | Li Qiao, Haowen Wang, Kazunori Sugiura, Keren Liu, Jinglu Hu |
| 2025 | FATDyG: A Dynamic Network Link Prediction Framework for Time, Space, and Frequency Awareness. | Rong Qian, Zihao Wang, Yuchen Zhou, Yuyi Tian |
| 2025 | The REGEN Model, a LLM-Based Integrated Framework of Retrieval and QA Generation from Plain Texts on International Freight Domain. | Guangqing Ouyang, Shusi Yu, Peng Wu, Rong Xiao, Jingbao Luo |
| 2025 | RAG with Visual Alert: Boosting Multimodal Language Models for Enhanced Visual Question Answering. | Hongze Ou, Xiaoyu Liang, Lianrui Mu, Haoji Hu |
| 2025 | Code Refactoring with ChatGPT: Analysis Based on Real and Synthetic Extract Method Opportunities. | Ally S. Nyamawe, Estomii Edward |
| 2025 | TIEBN: An Eigenvalue-Driven Blockchain Network for Anomaly Detection. | Grace Mupoyi Ntuala, Jianbin Gao, Patrick Mukala, Qi Xia, Ansu Badjie, Godfred Doe, Hu Xia |
| 2025 | Differentially Private Graph Data Publishing via Feature-Based Community Detection. | Zhisong Mo, Wen Huang, Weixin Zhao, Mingxuan Jia, Xinrui Li, Zhishuo Zhang, Jian Peng |
| 2025 | Streaming Hierarchical Clustering for Emerging New Class. | Yixiao Ma, Ye Zhu, Yang Xu, Kai Ming Ting |
| 2025 | A Trusted Federated Learning Scheme for Distributed GAN Model Training. | Jinge Ma, Zixuan Wang, Mingke Chen, Wei Ren |
| 2025 | Mixture of Experts Enhanced Heterogeneous Graph Transformer. | Qiheng Mao, Jianling Sun |
| 2025 | A Robust Data Watermarking Method Based on Secret Sharing and GAN for Digital Elevation Model. | Jinge Ma, Jia Duan, Xi Liu, Xianghan Zheng, Wei Ren |
| 2025 | Large Language Models Are Not Stable Recommender Systems: A Position Bias Perspective. | Tianhui Ma, Yuan Cheng, Zhi Zheng, Hengshu Zhu, Hui Xiong |
| 2025 | Generating Event-Oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM. | Yuanjie Lyu, Tong Xu, Zihan Niu, Bo Peng, Jing Ke |
| 2025 | SAML: A Structure-Aware Enhanced Meta Learning Framework for Spatio-Temproal Graph Few-Shot Learning. | Haichen Lyu, Chun Wang |
| 2025 | A Metapath-Based Neighborhood Reconstruction Network for Graph Anomaly Detection. | Yanjun Lu, Xinyi Song |
| 2025 | Uncertainty-Aware Prototype Semantic Decoupling for Text-Based Person Search in Full Images. | Zengli Luo, Canlong Zhang, Zhixin Li, Zhiwen Wang, Chunrong Wei |
| 2025 | An Active Defense Scheme Integrating Traffic Anomaly Detection and Dynamic Key Update. | Xinyi Luo, Jiayi Xu, Yifan Gao, Yi Wu |
| 2025 | DynamicFedPEFT: Efficient Fine-Tuning of Dynamic Federated Parameters for Large Language Models. | Xiaorui Luo, Chi Jiang, Shuai Wang, Yin Zhang |
| 2025 | MFTP: Multi-round Feedback for Dynamic Travel Itinerary Optimization. | Yunfei Lu, Peng Jin, Yifan Zhang, Lingjiao Xu, Bing Wang, Xingyuan Chen |
| 2025 | DualCBR: Cross-Modal Collaborative Filtering with Bidirectional Alignment for Long-Tail Recommendation. | Xin Li, Lei Zhao, Dekai Zhang, Dawei Zhao, Lijuan Xu, Chunhui Wang, Fuqiang Yu |
| 2025 | Dynamic Weighted Consensus Framework for LLM Multi-agent Debate. | Yi Li, Congcong Zhu, MingHao Wang, Mengyang Wu, MingLu Zhu, Xin Hu |