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| 2025 | CARGO-IoT: Cost-Aware Repair-Based Genetic Optimization for Budget-Constrained IoT Service Composition. | Fengyang Sun, Gang Chen, Hui Ma, Sven Hartmann, Chen Wang |
| 2025 | Neural Architecture Search of Sample Reweighting Networks for Complex Distribution Shift. | Keisuke Sugawara, Kento Uchida, Shinichi Shirakawa |
| 2025 | Industrial-Scale Autonomous eXplainable Iterative Learning. | Nika Strem, Devendra Singh Dhami, Kristian Kersting |
| 2025 | From Catch to Product: Machine Learning Driven Spectral Analysis for Fish Processing Line Allocation. | Zhenshou Song, Bing Xue, Mengjie Zhang, Jeremy S. Rooney, Keith C. Gordon, Daniel Killeen |
| 2025 | VARMA-Enhanced Transformer for Time Series Forecasting. | Jiajun Song, Xiaoou Liu |
| 2025 | SAM-Lightning: Segment Anything Model for Efficient Inference and Reduced Memory Footprint. | Yanfei Song, Hongxu Jiang, Bangzheng Pu, Peng Wang, Dong Dong, Yongxiang Cao, Runhua Zhang, Yiqing Shen |
| 2025 | Towards Autonomous Building Construction: A Multi-agent Framework Leveraging Large Multimodal Models. | Watanabe Soma, Ding Ding, Takayuki Ito |
| 2025 | LN_Net: Lightweight Non-interventionist Network for Weakly-Supervised Video Anomaly Detection. | Lei Shu, Tao Zhu, Jinlong Jiang, Qi Yu, Shiyu Li, Yu Peng |
| 2025 | Evaluating Semantic Representations in Multimodal Word Grounding. | Saima Shaukat, Amir Aly, Thomas Wennekers, Angelo Cangelosi |
| 2025 | Simplicity Wins: Benchmarking Evolutionary Multi-objective Optimization Algorithms for Subset Selection Problems. | Ke Shang, Guotong Wu, Yang Nan, Lie Meng Pang, Hisao Ishibuchi |
| 2025 | Extracting Automaton from Video Recognition Model. | Junya Saito, Ryo Yoshinaka, Ayumi Shinohara |
| 2025 | Topology-Guided Hypergraph Transformer Network: Unveiling Structural Insights. | Khaled Mohammed Saifuddin, Mehmet Emin Aktas, Esra Akbas |
| 2025 | Spatio-Temporal Dynamic Multi-scale Graph Convolutional Networks for Traffic Flow Prediction. | Bin Ren, Jiawei Wang, Hao Zhang, Lianghong Wu, Yaming Wen, Chunhong He |
| 2025 | FATS: A Prompt Injection Attack Utilizing Feign Security Agents with Deceptive Few-Shots Learning. | Yupeng Ren, Jiangtao Chen, Rui Zhang |
| 2025 | Unveiling Bias in the Autism AI Dataset: A Patterned Sampling Approach for Balanced Learning. | Rabia Naseer Rao, Hiran Thabrew, Seyed Reza Shahamiri |
| 2025 | GLIMPSE: A Lightweight SHAP-Based Framework for Interpretable ALS Biomarker Discovery from Gene Expression Data. | Hima Nikafshan Rad, Abdul Karim, Anne Trinh, M. A. Hakim Newton, Jarrod Trevathan, NYGC ALS Consortium, Abdul Sattar |
| 2025 | Solving Low-Dose Computer Tomography Inverse Problem by Learning the First-Order Score of the Sparse Sinogram Samples' Distribution. | Yuchen Quan, Yaru Xue, Haisu Zhu, Yuzhu Gu, Jing Li, Yu Yan |
| 2025 | A Novel Ant Colony-Inspired Multi-agent Collaborative Method for Chinese Grammatical Error Correction. | Chengrui Qi, Xiaoqiang Wang, Nier Wu |
| 2025 | Interpreting Safety: A LLM and STPA Approach. | Yi Qi, Shufeng Chen, Xiangyu Yin, Wenjie Ruan, Siddartha Khastgir, Ji Ruan, Xingyu Zhao, Xiaowei Huang |
| 2025 | Personalized Knowledge Tracing Model with Memory Reinforcement and Forgetting-Aware Mechanisms. | Wang Qian, Pan Wei, Tang Xiao Lan, Liang Jing Qi |
| 2025 | Enhanced Vegetation Evolution with Adaptive Mutation and Elite Exchange Strategies. | Fei Peng, Rui Zhong, Jun Yu |
| 2025 | Can Large Language Models Play to Win? Game-Theoretic Benchmarks in Poker for Probabilistic Reasoning Evaluation. | Wenjun Peng, Jing Zhe Lim, Qinghao Liu, Xinyu Wang |
| 2025 | D-FRGAT: Event Prediction Framework Based on Temporal Knowledge Graph Reasoning. | Lisha Peng, Canghong Jin, Longxiang Shi, Qihao Shi |
| 2025 | CluRF: Combining Unsupervised Clustering with Explainable Ensemble Learning for Risk Prediction. | Yihong Pan, Bofan Wang, Zhipeng Lin, Yifan Zhou, Huazhe Cheng, Karuna Reddy, Gillian Dobbie, Mark Chen |