| 2026 | Textual Anomaly Detection: A Systematic Evaluation of Representations and Algorithms. | Panagiotis Soustas, Matthew Edwards |
| 2026 | Allocation of Shared Resources with Bounded Conflicts Over Unit and Laminar Interval Graphs. | Napendra Solanki, Sushmita Gupta, Shweta Jain |
| 2026 | Structure-Aware Adaptive Differential Privacy in Supervised Graph Sparsification. | Jiaxuan Si, Jinyan Wang, Linlin Su, Chenhao Guo, Liu Yang, Xiaohong Liu |
| 2026 | ContinualCropBank: Object-Level Replay for Semi-supervised Online Continual Object Detection. | Lucas Tsutsui da Silva, Gustavo Batista |
| 2026 | Disentangling Style and Semantics for Calendar-Driven Text Generation: A Knowledge Graph-Guided Activation Steering Approach. | Tanmay Kumar Shrivastava, Aditya Bajpai, Rajesh Kumar Mundotiya |
| 2026 | Hybrid Time Series Diffusion Model and Conformal Prediction for Incomplete Time Series. | Ryu Shirakami, Shunsuke Hirose, Koh Takeuchi |
| 2026 | Opportunities for AutoML in the Agentic Era. | Zhenqian Shen, Kelly Chandra Wijaya, Quanming Yao |
| 2026 | The Imitation Game: Evaluating Persona-Driven LLM Response Behavior in Web Surveys. | Saijal Shahania, Myra Spiliopoulou, David Broneske |
| 2026 | Dynamic Mortality Prediction for Prostate Cancer Based on Irregularly Sampled Multimodal EHR and Musculoskeletal Image-Based Biomarkers. | Eunseon Seong, Minjee Kim, Dareen Eom, Gyeonghwa Heo, Urban Emmenegger, Saleh Tabatabaei, Tayler Declan Ross, Michael R. Hardisty |
| 2026 | FIGDA: Feature Importance Guided Learning Model for Domain-Adaptive Anomaly Detection. | Juhyun Seo, Yegi Lee, Kyoungro Yoon |
| 2026 | ReForest: Interpretability Meets Reasoning in Isolation Forest. | Juyoung Seo, Geonwoo Bang, Dongho Kim, Moohong Min |
| 2026 | KMM: Learnable Dual-Stream Time Encoding for Continuous-Time Dynamic Graphs. | Peeradon Sarnkaew, Natthawut Kertkeidkachorn, Xin Liu, Ploy N. Pratanwanich |
| 2026 | Noise-Aware Multi-inference Self-regulation for Self-supervised Denoising. | Nazmus Saqib, Yeo Chan Yoon, Jaechoon Jo, Joon-Min Gil |
| 2026 | Neuro-Symbolic Learning for Predictive Process Monitoring via Two-Stage Logic Tensor Networks with Rule Pruning. | Fabrizio De Santis, Gyunam Park, Francesco Zanichelli |
| 2026 | Hybrid Quantum-MambaVision: A Quantum-Enhanced State Space Model for Calibrated Mixed-Type Wafer Defect Detection. | Satwik Sai Prakash Sahoo, Jyoti Prakash Sahoo, Ting Wang, Subrota Kumar Mondal |
| 2026 | Whose Politics Do LLMs Represent? Uncovering Political Bias in LLMs' Latent Space: A Case Study in Australia. | Rosa R. Soto Ruidias, Bernardo Pereira Nunes, Thiago Nascimento da Silva |
| 2026 | GlassMol: Interpretable Molecular Property Prediction with Concept Bottleneck Models. | Oscar Rivera, Ziqing Wang, Matthieu Dagommer, Abhishek Pandey, Kaize Ding |
| 2026 | Reducing Disparity in Aleatoric Uncertainty for Age Estimation from Facial Images. | Ruhani Rahman, Zhe Fu, Depeng Xu, Xi Niu |
| 2026 | FairFinGAN: Fairness-Aware Synthetic Financial Data Generation. | Tai Le Quy, Dung Nguyen Tuan, Trung Nguyen Thanh, Duy Tran Cong, Huyen Giang Thi Thu, Frank Hopfgartner |
| 2026 | Subject Information Extraction for Novelty Detection with Domain Shifts. | Yangyang Qu, Dazhi Fu, Jicong Fan |
| 2026 | GNNeF: Enhanced GNN PDE Solver with Embedded FNO. | Jiyan Qiu, Jian Zhang, Yuan Wu, Xuebin Chi |
| 2026 | Fourier Neural Operator on Implicit Points for PDE Surrogate Modeling. | Jiyan Qiu, Pengcheng Shi, Yuan Wu, Jian Zhang, Xuebin Chi |
| 2026 | Logits-Aware Rank-and-Reason: Enhancing LLM Reasoning via Preliminary Option Ranking and Cognitive-Specific Demonstrations. | Song Qin, Jianxin Xue, Feifan Hao, Sen Niu, Xi Chang |
| 2026 | Nonlinear Characteristic-Driven Partial Multi-label Learning. | Fuyu Qi, Linqing Huang, Jian Feng, Zhiyong Li, Qingkai Bu, Wenpeng Lu, Jinfu Fan |
| 2026 | C2FFormer: Coarse-to-Fine Time Series Imputation via Autoregressive Transformer. | Yan Qiao, Jiangqi Song, Jiaxuan Dong, Anchi Zhang, Zilong Hu, Meng Li |