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• Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing

  Xuyang Li, Chenyu Li, Danfeng Hong

  6539-6547

  2026-03-14

• Life, Machine Learning, and the Search for Habitability: Predicting Biosignature Fluxes for the Habitable Worlds Observatory

  Mark Moussa, Amber V. Young, Brianna Isola, Vasuda Trehan, Michael D. Himes, Nicholas Wogan, Giada Arney

  40362-40369

  2026-03-14

• Global Mixup: Eliminating Ambiguity with Clustering

  Xiangjin Xie, Li Yangning, Wang Chen, Kai Ouyang, Zuotong Xie, Hai-Tao Zheng

  13798-13806

  2023-06-26

• Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification

  Chengliang Liu, Jinlong Jia, Jie Wen, Yabo Liu, Xiaoling Luo, Chao Huang, Yong Xu

  13864-13872

  2024-03-24

• MuMIC – Multimodal Embedding for Multi-Label Image Classification with Tempered Sigmoid

  Fengjun Wang, Sarai Mizrachi, Moran Beladev, Guy Nadav, Gil Amsalem, Karen Lastmann Assaraf, Hadas Harush Boker

  15603-15611

  2024-07-15

• TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training

  Yuqi Lin, Minghao Chen, Kaipeng Zhang, Hengjia Li, Mingming Li, Zheng Yang, Dongqin Lv, Binbin Lin, Haifeng Liu, Deng Cai

  3513-3521

  2024-03-24

• DPCL-Diff：Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning

  Yukun Cao, LIsheng Wang, Luobin Huang

  14806-14814

  2025-04-11

• BiST-Mamba: A Dual-branch Spatio-Temporal Mamba Network for Encrypted Traffic Classification (Student Abstract)

  Tongle Zhao, Fang Fan, Huiqi Zhao, Xiaodu Liu

  41471-41473

  2026-03-14

• Federated Linear Dueling Bandits

  Xuhan Huang, Yan Hu, Zhiyan Li, Zhiyong Wang, Zhongxiang Dai

  22066-22074

  2026-03-14

• Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning

  Yonghao Liu, Mengyu Li, Wei Pang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng, Renchu Guan

  24696-24704

  2025-04-11

• GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality

  Zehao Liu, Mengzhou Gao, Pengfei Jiao

  19041-19049

  2025-04-11

• Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective

  Can Jin, Tianjin Huang, Yihua Zhang, Mykola Pechenizkiy, Sijia Liu, Shiwei Liu, Tianlong Chen

  4111-4119

  2025-04-11

• Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract)

  Ze Fu, Junhao Feng, Changmeng Zheng, Yi Cai

  12947-12948

  2022-06-28

• HyperFast: Instant Classification for Tabular Data

  David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto, Alexander G. Ioannidis

  11114-11123

  2024-03-24

• A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data

  Qibin Zhao, Liqing Zhang, Andrzej Cichocki

  1041-1047

  2013-06-30

• Towards Generalizable Multi-Camera 3D Object Detection via Perspective Rendering

  Hao Lu, Yunpeng Zhang, Guoqing Wang, Qing Lian, Dalong Du, Ying-Cong Chen

  5811-5819

  2025-04-11

• Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary

  Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guoyin Wang, Tianrui Li

  24512-24520

  2025-04-11

• Beyond Missing Data Imputation: Information-Theoretic Coupling of Missingness and Class Imbalance for Optimal Irregular Time Series Classification

  Xin Qin, Mengna Liu, Wenjie Wang, Shuxin Li, Tianjiao Li, Xiufeng Liu, Xu Cheng

  24945-24953

  2026-03-14

• HINPool: A Unified Heterogeneous Graph Pooling Framework for Accurate Molecular and Protein Property Prediction

  Ming-Yi Hong, You-Chen Teng, Shao-En Lin, Chih-Yu Wang, Che Lin

  21752-21760

  2026-03-14

• Collaborative Dual Representations for Semi-Supervised Partial Label Learning

  Wei-Xuan Bao, Yong Rui, Min-Ling Zhang

  19684-19692

  2026-03-14

• C2L: Causally Contrastive Learning for Robust Text Classification

  Seungtaek Choi, Myeongho Jeong, Hojae Han, Seung-won Hwang

  10526-10534

  2022-06-28

• Multimodal Ensembling for Zero-Shot Image Classification

  Javon Hickmon

  23747-23749

  2024-03-24

• Dual Graph Disambiguation for Multi-Instance Partial-Label Learning

  Zhen Zhu, Kai Tang, Songhe Feng, Yixuan Tang, Haobo Wang, Gengyu Lyu, Cheng Peng, Yining Sun

  29223-29231

  2026-03-14

• Chasing Fairness in Graphs: A GNN Architecture Perspective

  Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu

  21214-21222

  2024-03-24

• Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN

  Kaichen Ouyang, Zong Ke, Shengwei Fu, Lingjie Liu, Puning Zhao, Dayu Hu

  24665-24673

  2026-03-14