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| 2025 | Treatment Effect Estimation for Graph-Structured Targets. | Shonosuke Harada, Ryosuke Yoneda, Hisashi Kashima |
| 2025 | A Comprehensive Survey on Bias and Fairness in Large Language Models. | Farsheed Haque, Depeng Xu, Xi Niu |
| 2025 | High Resolution Image Classification with Rich Text Information Based on Graph Convolution Neural Network. | Siyi Han, Jing Zhou, Xuening Zhu, Zhe Li, Jie Li, Hansheng Wang, Yibing Gong |
| 2025 | SSGNN: Structure-Aware Scoring Graph Neural Network for Molecular Representation. | Chunyan Han, Haodong Zhang, Chen Lu, Yuntai Ding, Xingqi Li |
| 2025 | CANTER: A Novel Causal Model for Tourism Demand Forecasting. | Xin Han, Haiyang Xia, Ye Zhu, Gang Li, Rob Law |
| 2025 | A Hybrid Loss Framework for Decomposition-Based Time Series Forecasting Methods: Balancing Global and Component Errors. | Ronghui Han, Duanyu Feng, Hongyu Du, Hao Wang |
| 2025 | Lightweight Defense Against Adversarial Attacks in Time Series Classification. | Yi Han |
| 2025 | RPDN: An Effective Rating Pollution Attacks Detection Framework for Recommendation Systems. | Yongrui Gu, Jianke Yu, Yongye Li, Peiting Xie, Xiaoyang Wang, Chen Chen |
| 2025 | Robust Unlearning for Large Language Models. | Kang Gu, Md. Rafi Ur Rashid, Najrin Sultana, Shagufta Mehnaz |
| 2025 | Scalable Knowledge Graph Construction from Unstructured Text: A Case Study on Artisanal and Small-Scale Gold Mining. | Debashis Gupta, Aditi Golder, Sahil Sidheekh, Sakib Imtiaz, Sarra Alaqahtani, Fan Yang, Gregory D. Larsen, Miles R. Silman, Luis E. Fernandez, Robert J. Plemmons, Sriraam Natarajan, V. Paul Pauca |
| 2025 | Labor Migration Modeling Through Large-Scale Job Query Data. | Zhuoning Guo, Le Zhang, Hengshu Zhu, Weijia Zhang, Hui Xiong, Hao Liu |
| 2025 | MuCo-KGC: Multi-context-Aware Knowledge Graph Completion. | Haji Gul, Abdul Ghani Naim, Ajaz Ahmad Bhat |
| 2025 | Enhancing AI Safety Through the Fusion of Low Rank Adapters. | Satya Swaroop Gudipudi, Sreeram Vipparla, Harpreet Singh, Shashwat Goel, Ponnurangam Kumaraguru |
| 2025 | Deep Surrogate Model to Predict the Effectiveness of Substrates for Absorbing CO | Nina Ghanbari Ghooshchi, Weihong Wang, Ashfaqur Rahman |
| 2025 | Zero-Shot Machine Unlearning Using Generative Adversarial Network. | Ali Ghazal, Radwa El Shawi |
| 2025 | Advancing Long-Term High-Frequency Dissolved Oxygen Forecasting for Australian Rivers. | Amelia Genova, Huidong Jin, John A. Taylor, Joel Janek Dabrowski, Peter J. Toscas, Klaus Joehnk |
| 2025 | Time-Aware Complex Attention Space for Temporal Knowledge Graph Completion. | Rushan Geng, Cuicui Luo |
| 2025 | GOSP: A Granularity-Optimized SPARQL Generation Framework for Knowledge Base Question Answering. | Beibei Gao, Yangsen Zhang, Ga Xiang, Zicheng Zhou |
| 2025 | MTGlu: A Multi-scale Time-Frequency Approach for Personalized Glucose Prediction in Type 1 Diabetes. | Lantian Fu, Ying Li, Xuxue Sun, Zhenning Bao, Yuxin Wen, Yuanyuan Zhang |
| 2025 | SDF-Guided Multi-modal Big Data Road Extraction. | Kun Feng, Juanjuan Zhao, Kejiang Ye, Xitong Gao |
| 2025 | MarkErase: Defeating Entangled Watermarks in Model Extraction Attacks. | Teng Fei, Xinjing Liu, Yanjun Zhang, Haizhuan Yuan, Tianqing Zhu, Leo Yu Zhang |
| 2025 | Enhancing Interpretability for Computational Personality Analysis in Education. | Ahmed R. Elmahalawy, Lin Li, Xiaohua Wu, Xiaohui Tao |
| 2025 | Amortized Conditional Independence Testing. | Bao Duong, Nu Hoang, Thin Nguyen |
| 2025 | Privacy in Fine-Tuning Large Language Models: Attacks, Defenses, and Future Directions. | Hao Du, Shang Liu, Lele Zheng, Yang Cao, Atsuyoshi Nakamura, Lei Chen |