| 2026 | Unlearning Spurious Concepts Enhances the Robustness of Concept-Based Explainable Models in Skin Cancer Diagnosis. | Anh Le Van, Andy Song, Arthur Tang, Karin Verspoor |
| 2026 | Efficient Inference for Flow Matching via Unified Path CFG. | Kosuke Ukita, Tsuyoshi Okita |
| 2026 | HiBias: A Nine-Faceted Bias Annotation Dataset for Media Bias Detection in Hindi. | Kushal Trivedi, Murtuza Shaikh, Dhruv Sanghvi, Subhoshri Pal, Sai Pranav, Satwik Duppala, Surendra Chakali, Anisha Khairnar, Rohit Kumawat, Roshni Chakraborty |
| 2026 | LatticeGuard: A Multi-branch Adaptive Defense Framework for Graph Neural Networks. | Abhaya Trivedi, Jhalak Gupta, Mehak |
| 2026 | A Survey on Agentic AI Approaches for Unifying Knowledge Graphs and Large Language Models. | Sanju Tiwari, Fatima Zahra Amara, Massinissa Hammaz, Bharath Chand, Hanieh Khorashadizadeh, Sven Groppe, Soror Sahri, Nandana Mihindukulasooriya, Jinghua Groppe, Farah Benamara |
| 2026 | Self-supervised Learning for Time Series Classification via Redundancy Reduction and Wavelet-Based Data Augmentation. | Daravichet Tin, Hassan Habibi Gharakheili, Gustavo Batista |
| 2026 | Melodic Agent: A Generative Music Recommendation Framework with Large Language Models. | Kai Tian, Yirong Mao, Wendong Bi, Hanjie Wang, Que Wenhui |
| 2026 | An Empirical Analysis of Distributional Effects in Learning-Based Routing Systems. | Daniela Thyssens, Tim Dernedde, Lars Schmidt-Thieme |
| 2026 | EchoShield: Understanding Structural Hole Spanners to Mitigate Echo Chambers. | Sudheshna Reddy Thirumalareddy, Maloth Rajashekar, Posimshetty Chaitanya Shesha Govind, Nakka Sai Sankar, Roshni Chakraborty, Flavio Bertini, Mahua Bhattacharya |
| 2026 | STEPS: Scene Text Editing with Preserved Style Using Diffusion and Contrastive Style Encoding. | Nicolas Thiebaut |
| 2026 | RLKGC: Reinforcement Learning Retrieval with Large Language Models for Knowledge Graph Completion. | Urshi Barua Teya, Kai Shu, Suzan Arslanturk, Sorin Draghici, Lihui Liu |
| 2026 | DENI: A Density-Enhanced Hybrid Sampling Framework with Neighborhood Information for Noisy Imbalanced Classification. | Tian Tan, Yuhong Xu, Peijie Huang |
| 2026 | Towards A Novel Shapley-Based Framework for Data-Centric Cohort Refinement. | Yueh Tang, Justin Zhan |
| 2026 | Facet-Level Persona Control by Trait-Activated Routing with Contrastive SAE for Role-Playing LLMs. | Wenqiu Tang, Zhen Wan, Takahiro Komamizu, Ichiro Ide |
| 2026 | A Path Value-Aware Reinforcement Learning Method for Knowledge Graph Question Answering. | Zifang Tang, Tong Li, Yiting Wang, Yani Yang, Zhen Yang |
| 2026 | Schema-Agnostic Feature Extractor Using LLM and Transformer for RUL Prediction. | Ryosuke Takayama, Masanao Natsumeda |
| 2026 | Rethinking NL2VIS: A Comparative Survey of LLM-Based Natural-Language-to-Visualisation Frameworks. | Hock Lin Tai, Yunshan Ma, Zhaoxia Wang |
| 2026 | Learning What Can Be Picked: Active Reachability Estimation for Efficient Robotic Fruit Harvesting. | Nur Afsa Syeda, Mohamed Elmahallawy, John Miller, Luis Fernando de la Torre |
| 2026 | CeeDet: A Class-Incremental Learning Method with Early-Exit Mechanism for Malicious Traffic Detection in IIoT. | Jiakun Sun, Yabo Wang, Ruizhi Xiao, Weilong Li, Shuyuan Jin |
| 2026 | ExpaRank: A Multi-dimensional Contribution-Aware Method for Passage Re-ranking. | Hengyu Sun, Tong Li, Zifang Tang, Zhen Yang |
| 2026 | Counteracting Popularity Bias Amplification in Bundle Recommendations with Latent Factor Constraints. | Meng Sun, Lin Li, Ming Li, Dong Zhang, Amran Bhuiyan, Jimmy Xiangji Huang |
| 2026 | AVER: Adversarial Variational Enhanced Representation Architecture for Abstractive Multi-document Summarization. | Chaojie Sun, Xinxin Guan, Chenyu Hou, Ting Wang, Bin Cao, Tiantian Li |
| 2026 | What Helps - and What Hurts: Bidirectional Explanations for Vision Transformers. | Qin Su, Tie Luo |
| 2026 | Towards Learning Nonlinear Multivariate Correlations in Tabular Data. | Samuel Stocksieker, Denys Pommeret |
| 2026 | Using Text-Based Life Trajectories from Swedish Register Data to Predict Residential Mobility with Pretrained Transformers. | Philipp Stark, Alexandros Sopasakis, Ola Hall, Markus Grillitsch |