| 2025 | MGPDF: A Multi-modal Gaussian Process Decision-Level Fusion Model for Parkinson's Disease Prediction. | Keyu Shen, Xiaobo Zhang, Yutao Liu, Yan Yang, Xiaole Zhao |
| 2025 | Corporate Carbon Emission Prediction: Combining Structured and Unstructured Data. | Jiaguan Shen, Weiyu Guo |
| 2025 | AgingFedNAS: Aging Evolution Federated Deep Learning for Architecture and Hyperparameter Search. | Radwa El Shawi |
| 2025 | DNA Sequence Clustering in High Error Rates via Hash Sketches Fuzzy Clustering for Efficient Stored Data Reconstruction. | Qi Shao, Yanfen Zheng, Ben Cao, Zhenlu Liu, Bin Wang, Shihua Zhou, Pan Zheng |
| 2025 | Enhanced Molecular Property Prediction with SMILES and Graph Aligned Contrastive Learning. | Minlan Shao, Yili Wang, Xu Shen, Xin Wang |
| 2025 | A Novel Framework for Multi-hop Reasoning via Alternate Entity and Sequence Generation. | Yong Shang, Weiyu Zhang, Huiting Li, Yang Liu, Wenpeng Lu |
| 2025 | FedDPG: An Adaptive Yet Efficient Prompt-Tuning Approach in Federated Learning Settings. | Ali Shakeri, Wei Emma Zhang, Amin Beheshti, Weitong Chen, Jian Yang, Lishan Yang |
| 2025 | Safety and Public Protection: Predicting and Analyzing Incidents with Large Language Model-Based Zigzag Graph Neural Networks. | Hassan A. Shafei, Yang Zhao, Christian Martin, Javad M. Alizadeh, Karin M. Eyrich-Garg, Omar Martinez, Ying Ding, Chiu C. Tan, Huanmei Wu, Yuzhou Chen |
| 2025 | Parameter Efficient Tuning for Graph Neural Networks via a Weight Adaptive Module. | Eunseon Seong, Dong-Kyu Chae |
| 2025 | One Arrow, Many Targets: Probing LLMs for Multi-Attribute Controllable Text Summarization. | Tathagato Roy, Rahul Mishra |
| 2025 | Analogy-Augmented Generation with Procedural Memory for Procedure Generation. | Kyle Roth, Rushil Gupta, Simon Hall, Bang Liu |
| 2025 | Insomnia Detection Based on Brain State Sleep Trajectories. | Xiaojing Ren, Irena Koprinska, Natalie Astalosh, Stephen McCloskey, Bryn Jeffries |
| 2025 | Disentangled Representation Learning for Geospatial-Temporal Data Modeling. | Siyuan Ren, Guannan Chang, Luqi Jing, Zhenghong Wu, Shuailin Chen, Qianru Wang |
| 2025 | Achieving Fair PCA Using Joint Eigenvalue Decomposition. | Vidhi Rathore, Naresh Manwani |
| 2025 | Evaluating Generative Vehicle Trajectory Models for Traffic Intersection Dynamics. | Yash Ranjan, Rahul Sengupta, Anand Rangarajan, Sanjay Ranka |
| 2025 | Enhancing Message Sequence Charts with Spatial Knowledge. | Nitin Ramrakhiyani, Sachin Pawar, Girish K. Palshikar, Vasudeva Varma |
| 2025 | Inferring Sensor Metadata Based on Machine Learning for Portable Building Applications. | Ashfaqur Rahman, Mashud Rana, Mahathir Almashor, John McCulloch |
| 2025 | FACROC: A Fairness Measure for Fair Clustering Through ROC Curves. | Tai Le Quy, Long Le Thanh, Lan Luong Thi Hong, Frank Hopfgartner |
| 2025 | FedSweep: Unlearning Backdoors in Federated Learning. | Zhiheng Qiu, Qi Zhong, Mingfeng Qi, Lefeng Zhang |
| 2025 | Graph Retrieval-Augmented LLM for Conversational Recommendation Systems. | Zhangchi Qiu, Linhao Luo, Zicheng Zhao, Shirui Pan, Alan Wee-Chung Liew |
| 2025 | Bridge Structural Knowledge and Pre-trained Language Models for Knowledge Graph Completion. | Qiao Qiao, Yuepei Li, Qing Wang, Kang Zhou, Qi Li |
| 2025 | Multi-view Hypergraph Adaptive Contrastive Learning. | Rong Qian, ZongFang Lv, YuChen Zhou |
| 2025 | Managing Data Uncertainty in Automatic Mapping of Clinical Classification Systems. | Santosh Purja Pun, Oliver Obst, Jim Basilakis, Jeewani Anupama Ginige |
| 2025 | Using Pseudo-Synonyms to Generate Embeddings for Clinical Terms. | Santosh Purja Pun, Oliver Obst, Jim Basilakis, Jeewani Anupama Ginige |
| 2025 | Determining the Need for Multi-label Classifiers by Measuring Unexplained Covariance. | Laurence A. F. Park, Jesse Read |