Abstract is missing.
- Neural Additive and Basis Models with Feature Selection and InteractionsYasutoshi Kishimoto, Kota Yamanishi, Takuya Matsuda, Shinichi Shirakawa. 3-16 [doi]
- Random Mask Perturbation Based Explainable Method of Graph Neural NetworksXinyue Yang, Hai Huang, Xingquan Zuo. 17-29 [doi]
- RouteExplainer: An Explanation Framework for Vehicle Routing ProblemDaisuke Kikuta, Hiroki Ikeuchi, Kengo Tajiri, Yuusuke Nakano. 30-42 [doi]
- On the Efficient Explanation of Outlier Detection Ensembles Through Shapley ValuesSimon Klüttermann, Chiara Balestra, Emmanuel Müller. 43-55 [doi]
- Interpreting Pretrained Language Models via Concept BottlenecksZhen Tan, Lu Cheng 0001, Song Wang, Bo Yuan, Jundong Li, Huan Liu 0001. 56-74 [doi]
- Unmasking Dementia Detection by Masking Input Gradients: A JSM Approach to Model Interpretability and PrecisionYasmine Mustafa, Tie Luo. 75-90 [doi]
- Towards Nonparametric Topological Layers in Neural NetworksGefei Shen, Dongfang Zhao. 91-102 [doi]
- Streaming Fair k-Center Clustering over Massive Dataset with Performance GuaranteeZeYu Lin, Longkun Guo, Chaoqi Jia. 105-117 [doi]
- Projection-Free Bandit Convex Optimization over Strongly Convex SetsChenxu Zhang, Yibo Wang, Peng Tian, Xiao Cheng, Yuanyu Wan, Mingli Song. 118-129 [doi]
- Adaptive Prediction Interval for Data Stream RegressionYibin Sun, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet. 130-141 [doi]
- Probabilistic Guarantees of Stochastic Recursive Gradient in Non-convex Finite Sum ProblemsYanjie Zhong, Jiaqi Li, Soumendra Lahiri. 142-154 [doi]
- Rethinking Personalized Federated Learning with Clustering-Based Dynamic Graph PropagationJiaqi Wang, Yuzhong Chen, Yuhang Wu 0002, Mahashweta Das, Hao Yang 0007, Fenglong Ma. 155-167 [doi]
- Unveiling Backdoor Risks Brought by Foundation Models in Heterogeneous Federated LearningXi Li, Chen Wu, Jiaqi Wang. 168-181 [doi]
- Combating Quality Distortion in Federated Learning with Collaborative Data SelectionDuc-Long Nguyen, Phi-Le Nguyen, Thao-Nguyen Truong. 182-193 [doi]
- Neural Marked Hawkes Process for Limit Order Book ModelingGuhyuk Chung, Yongjae Lee, Woo Chang Kim. 197-209 [doi]
- How Large Corpora Sizes Influence the Distribution of Low Frequency Text n-gramsJoaquim F. Silva, José C. Cunha. 210-222 [doi]
- Meta-Reinforcement Learning Algorithm Based on Reward and Dynamic InferenceJinhao Chen, Chunhong Zhang, Zheng Hu 0001. 223-234 [doi]
- SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision TreeTao Fan, WeiJing Chen, Guoqiang Ma, Yan Kang 0001, Lixin Fan, Qiang Yang 0001. 237-249 [doi]
- Construct a Secure CNN Against Gradient Inversion AttackYu-Hsin Liu, Yu-Chun Shen, Hsi-Wen Chen, Ming-Syan Chen. 250-261 [doi]
- Backdoor Attack Against One-Class Sequential Anomaly Detection ModelsHe Cheng, Shuhan Yuan. 262-274 [doi]
- DALLMi: Domain Adaption for LLM-Based Multi-label ClassifierMiruna Betianu, Abele Malan, Marco Aldinucci, Robert Birke, Lydia Y. Chen. 277-289 [doi]
- Contrastive Learning for Unsupervised Sentence Embedding with False Negative CalibrationChi-Min Chiu, Ying-Jia Lin, Hung-Yu Kao. 290-301 [doi]
- Recovering Population Dynamics from a Single Point Cloud SnapshotYuki Wakai, Koh Takeuchi, Hisashi Kashima. 302-315 [doi]
- SAWTab: Smoothed Adaptive Weighting for Tabular Data in Semi-supervised LearningMorteza Mohammady Gharasuie, Fengjiao Wang, Omar Sharif, Ravi Mukkamala. 316-328 [doi]
- Improving Anti-money Laundering via Fourier-Based Contrastive LearningMeihan Tong, Shuai Wang, Xinyu Chen, Jinsong Bei. 331-343 [doi]
- A Novel SegNet Model for Crack Image Semantic Segmentation in Bridge InspectionRong Pang, Hao Tan, Yan Yang, Xun Xu, Nanqing Liu, Peng Zhang. 344-355 [doi]
- Graph-based Dynamic Preference Modeling for Personalized RecommendationJiaQi Wu, Yidan Xu, Bowen Zhang, Zekun Xu, Bohan Li 0001. 356-368 [doi]
- LEAF: A Less Expert Annotation Framework with Active LearningAishan Maoliniyazi, ChaoHong Ma, Xiaofeng Meng 0001, Yingtao Peng. 369-384 [doi]
- MLT-Trans: Multi-level Token Transformer for Hierarchical Image ClassificationTanya Boone-Sifuentes, Asef Nazari, Mohamed Reda Bouadjenek, Imran Razzak. 385-396 [doi]
- Improving Knowledge Tracing via Considering Students' Interaction PatternsShilong Shu, Liting Wang, Junhua Tian. 397-408 [doi]
- MDAN: Multi-distribution Adaptive Networks for LTV PredictionWenshuang Liu, Guoqiang Xu, Bada Ye, Xinji Luo, Yancheng He, Cunxiang Yin. 409-420 [doi]