| 2026 | Mosaic: An Accurate and Efficient Kernel-Based Multivariate Time Series Classifier. | Yunrui Zhang, Gustavo Batista, Salil S. Kanhere |
| 2026 | MUNet: A Multi-outcome Uplift Network for Modeling Multi-dimensional Treatment Effects. | Ludan Zhang |
| 2026 | CALM-ECG: Toward Accurate and Explainable ECG Analysis Through Deep Learning and Vision-Language Model Integration. | Sileshi Nibret Zeleke, Mario A. Bochicchio, Aofei Chang, Fenglong Ma |
| 2026 | Meta-RL with Shared Representations Enables Fast Adaptation in Energy Systems. | Tho Zangato, Aomar Osmani, Pegah Alizadeh |
| 2026 | Physics-Guided Knowledge Graphs for Verifiable Wildfire Prediction. | Nahed Abu Zaid, Ranga Raju Vatsavai |
| 2026 | Fidelity Assessment of Large Language Models Across Cross-Domain Benchmarks. | Seunguk Yu, Hayeong Ryu, Seunghoo Lee, Youngbin Kim |
| 2026 | Dual-Modality Latent Gloss Alignment for Gloss-Free Sign Language Translation. | Yunlong Yu, Ming Ji, Zhao Wang, Ziqian Lu |
| 2026 | VCDF: A Validated Consensus-Driven Framework for Time Series Causal Discovery. | Gene Yu, Ce Guo, Wayne Luk |
| 2026 | Multi-scenario Knowledge-Enhanced Latent Intent Modeling for Recommendation. | Quan Yuan, Chunchun Chen, Yuxing Zhang, Yaxiu Yu, Xiaoming Ju |
| 2026 | Domain-Informed Attention Pooling: Abundance-Aware Set Transformers for Robust Representation Learning. | Hyunwoo Yoo, Mohammad S. Refahi, Gail L. Rosen |
| 2026 | Machine Learning Performance vs Explanation Quality: Can We Have the Best of Both Worlds? | Vronne Yepmo, Julien Aligon, Moncef Garouani, Andr Pninou, Olivier Teste |
| 2026 | Federated Large Language Models: Current Progress and Future Directions. | Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong |
| 2026 | MED-YOLO: A Medical Small Target Sperm Detection Framework Based on Cross-Scale Spatial Dynamic Attention. | Zhenting Yang, Yang Zhao, Xin Wang, Jihong Pei, Xuan Yang, Jiahui Wu |
| 2026 | HabitatAgent: An End-to-End Multi-agent System for Housing Consultation. | Hongyang Yang, Yanxin Zhang, Yang She, Yue Xiao, Hao Wu, Yiyang Zhang, Jiapeng Hou, Rongshan Zhang |
| 2026 | FinRL-X: An AI-Native Modular Infrastructure for Quantitative Trading. | Hongyang Yang, Boyu Zhang, Yang She, Xinyu Liao, Xiaoli Zhang |
| 2026 | POF-HG: Fusion of Public Opinion Field Effect and Heterogeneous Hypergraph for Information Diffusion Prediction. | Wei Yang, Ji Zhang, Zhao Li, Yude Bai, Jia Wang, Hongmei Chen |
| 2026 | LAPTG: Length-Aligned Attentive Prefix-Target Graph for Sequential Recommendation. | Zhiqiang Yang, Pengfei Wang, Yanxin Zhang, Boying Li, Danlu Chen, Xinguang Xiang, Xiaoyu Du |
| 2026 | Cloud-Edge Collaborative Anomaly Detection for Water Treatment Systems. | Zhanglong Yang, Qinxuan Shi, Sicong Shao |
| 2026 | H | Haodong Yang, Liangju Huang, Mengzhu Chen, Jia Cai |
| 2026 | Enhancing Limit Order Book Modeling Through Type-Based Representation. | Mingyu Yang, Guhyuk Chung, Chanyeong Kim, Woo Chang Kim |
| 2026 | AdaptiveEdge: Efficient Representation Learning for Structured Spatio-Temporal Graphs. | Sami El Yaagoubi, Niklas Grau, Shailik Sarkar, Lulwah Alkulaib, Abdulaziz Alhamadani |
| 2026 | GROFF: A Generative Restoration Model for Occluded Face Filling. | Haoyun Xu, Zhiyu Wan, Yun Wei |
| 2026 | From Soft Logic to Hard Rules: A Differentiable Boolean Framework for Interpretable and Balanced Classification. | Jiayu Xue, Bowen Shen, Haoran Liu, Shuo Guan, Lijing Wei, Hejia Cao, Yuangang Wang |
| 2026 | World Models as Constraints: Heterogeneous Rail Robot Coordination via CA-JEPA and LLM-Based Planning. | Rui Xue, Wenxuan He, Yu Zhang, Jingyuan Liu |
| 2026 | Perspective-Insensitive Observation Representation and Role Assignment for MARL. | Wei Xiong, Tingrui Yang, Yong Heng, Jiebo Chen, Qian Gao, Shengze Shi, Tao Ren |