Abstract is missing.
- Interpretable and Generalizable Spatiotemporal Predictive Learning with Disentangled ConsistencyJingxuan Wei, Cheng Tan 0012, Zhangyang Gao, Linzhuang Sun, Bihui Yu, Ruifeng Guo, Stan Z. Li. 3-20 [doi]
- Reinventing Node-centric Traffic Forecasting for Improved Accuracy and EfficiencyXu Liu 0014, Yuxuan Liang, Chao Huang 0001, Hengchang Hu, Yushi Cao, Bryan Hooi, Roger Zimmermann. 21-38 [doi]
- Direct-Effect Risk Minimization for Domain GeneralizationYuhui Li, Zejia Wu, Chao Zhang 0001, Hongyang Zhang 0001. 39-57 [doi]
- Federated Frank-Wolfe AlgorithmAli Dadras, Sourasekhar Banerjee, Karthik Prakhya, Alp Yurtsever. 58-75 [doi]
- Bootstrap Latents of Nodes and Neighbors for Graph Self-supervised LearningYunhui Liu, Huaisong Zhang, Tieke He, Tao Zheng, Jianhua Zhao. 76-92 [doi]
- Deep Sketched Output Kernel Regression for Structured PredictionTamim El Ahmad, Junjie Yang, Pierre Laforgue, Florence d'Alché-Buc. 93-110 [doi]
- Hyperbolic Delaunay Geometric AlignmentAniss Aiman Medbouhi, Giovanni Luca Marchetti, Vladislav Polianskii, Alexander Kravberg, Petra Poklukar, Anastasia Varava, Danica Kragic. 111-126 [doi]
- ApmNet: Toward Generalizable Visual Continuous Control with Pre-trained Image ModelsHaitao Wang, Hejun Wu. 127-142 [doi]
- AdaHAT: Adaptive Hard Attention to the Task in Task-Incremental LearningPengxiang Wang, Hongbo Bo, Jun Hong 0001, Weiru Liu, Kedian Mu. 143-160 [doi]
- Probabilistic Circuits with Constraints via Convex OptimizationSoroush Ghandi, Benjamin Quost, Cassio de Campos. 161-177 [doi]
- FedAR: Addressing Client Unavailability in Federated Learning with Local Update Approximation and RectificationChutian Jiang, Hansong Zhou, Xiaonan Zhang 0001, Shayok Chakraborty. 178-196 [doi]
- Selecting from Multiple Strategies Improves the Foreseeable Reasoning of Tool-Augmented Large Language ModelsYongchao Wu, Aron Henriksson. 197-212 [doi]
- Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial InterferenceSahara Ali, Omar Faruque, Jianwu Wang 0001. 213-230 [doi]
- Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDEJiaxu Liu, Xinping Yi, Sihao Wu, Xiangyu Yin, Tianle Zhang, Xiaowei Huang 0001, Shi Jin 0002. 231-249 [doi]
- SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph TrainingXizhi Gu, Hongzheng Li, Shihong Gao, Xinyan Zhang, Lei Chen 0002, Yingxia Shao. 250-266 [doi]
- AKGNet: Attribute Knowledge Guided Unsupervised Lung-Infected Area SegmentationQing En, Yuhong Guo. 267-283 [doi]
- Diffusion Model in Normal Gathering Latent Space for Time Series Anomaly DetectionJiashu Han, Shanshan Feng, Min Zhou 0006, Xinyu Zhang, Yew-Soon Ong, Xutao Li. 284-300 [doi]
- Permutation Dependent Feature Mixing for Multivariate Time Series ForecastingRikuto Yamazono, Hirotake Hachiya. 301-316 [doi]
- Prior Bilinear-Based Models for Knowledge Graph CompletionJiayi Li, Ruilin Luo, Jiaqi Sun, Jing Xiao, Yujiu Yang. 317-334 [doi]
- Thinking Like an Author: A Zero-Shot Learning Approach to Keyphrase Generation with Large Language ModelSiyu Wang, Shengran Dai, Jianhui Jiang. 335-350 [doi]
- Molecular Graph Representation Learning via Structural Similarity InformationChengyu Yao, Hong Huang, Hang Gao 0004, Fengge Wu, Haiming Chen, Junsuo Zhao. 351-367 [doi]
- Efficient Privacy-Preserving Truth Discovery and Copy Detection in CrowdsourcingXiu Susie Fang, Xinyang Du, Hao Chen, Ziqi Wei, Yong Zhan, Guohao Sun. 368-385 [doi]
- FCFL: A Fairness Compensation-Based Federated Learning Scheme with Accumulated QueuesLingfu Wang, Zuobin Xiong, Guangchun Luo, Wei Li, Aiguo Chen. 386-402 [doi]
- MMDL-Based Data Augmentation with Domain Knowledge for Time Series ClassificationXiaosheng Li, Yifan Wu, Wei Jiang, Ying Li, Jianguo Li. 403-420 [doi]
- FALCUN: A Simple and Efficient Deep Active Learning StrategySandra Gilhuber, Anna Beer 0001, Yunpu Ma, Thomas Seidl 0001. 421-439 [doi]
- Semi-supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-labellingCássio F. Dantas, Raffaele Gaetano, Dino Ienco. 440-456 [doi]