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• Towards Explainable Video Camouflaged Object Detection: SAM2 with Eventstream-Inspired Data

  Hong Zhang, Yixuan Lyu, Hanyang Liu, Jianbo Song, Ding Yuan, Yifan Yang

  12511-12519

  2026-03-14

• A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models

  Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang

  3389-3396

  2020-04-03

• Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning

  Chao Chen, Dongsheng Li, Junchi Yan, Hanchi Huang, Xiaokang Yang

  7011-7019

  2021-05-18

• GSSNN: Graph Smoothing Splines Neural Networks

  Shichao Zhu, Lewei Zhou, Shirui Pan, Chuan Zhou, Guiying Yan, Bin Wang

  7007-7014

  2020-04-03

• Transfer Learning for Deep Learning on Graph-Structured Data

  Jaekoo Lee, Hyunjae Kim, Jongsun Lee, Sungroh Yoon

  2017-02-13

• Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection

  Dongbo Xi, Bowen Song, Fuzhen Zhuang, Yongchun Zhu, Shuai Chen, Tianyi Zhang, Yuan Qi, Qing He

  14957-14965

  2021-05-18

• Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision

  Jun Zhuang, Mohammad Al Hasan

  4405-4413

  2022-06-28

• Dual-Kernel Graph Community Contrastive Learning

  Xiang Chen, Kun Yue, Wenjie Liu, Zhenyu Zhang, Liang Duan

  14583-14591

  2026-03-14

• Introducing Decomposed Causality with Spatiotemporal Object-Centric Representation for Video Classification

  Yachong Zhang, Lei Meng, Shuo Xu, Zhuang Qi, Wei Wu, Lei Wu, Xiangxu Meng

  12879-12887

  2026-03-14

• Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification

  Yudong Han, Haocong Wang, Yupeng Hu, Yongshun Gong, Xuemeng Song, Weili Guan

  17059-17067

  2025-04-11

• Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

  Patrick Altmeyer, Mojtaba Farmanbar, Arie van Deursen, Cynthia C. S. Liem

  10829-10837

  2024-03-24

• A Semi-supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues

  Qian Lin, Hwee Tou Ng

  11011-11019

  2022-06-28

• Feature Fusion from Head to Tail for Long-Tailed Visual Recognition

  Mengke Li, Zhikai HU, Yang Lu, Weichao Lan, Yiu-ming Cheung, Hui Huang

  13581-13589

  2024-03-24

• Joint Semi-Supervised Feature Selection and Classification through Bayesian Approach

  Bingbing Jiang, Xingyu Wu, Kui Yu, Huanhuan Chen

  3983-3990

  2019-07-17

• NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs

  Haoran Luo, Haihong E, Yuhao Yang, Gengxian Zhou, Yikai Guo, Tianyu Yao, Zichen Tang, Xueyuan Lin, Kaiyang Wan

  4543-4551

  2023-06-26

• DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification

  Chengliang Liu, Jie Wen, Xiaoling Luo, Chao Huang, Zhihao Wu, Yong Xu

  8807-8815

  2023-06-26

• Large-Scale Hierarchical Classification via Stochastic Perceptron

  Dehua Liu, Bojun Tu, Hui Qian, Zhihua Zhang

  619-625

  2013-06-30

• Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling

  Jie Han, Yixiong Zou, Haozhao Wang, Jun Wang, Wei Liu, Yao Wu, Tao Zhang, Ruixuan Li

  18171-18179

  2024-03-24

• Robust Classification under Covariate Shift with Application to Active Learning

  Anqi Liu

  2016-03-05

• TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space

  Xiao Zhang, Xingyu Zhao, Yuan Cao, Bin Wang, Guiyuan Jiang, Yanwei Yu

  16370-16378

  2026-03-14

• Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation

  Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet

  2015-02-21

• Cost-aware Graph Generation: A Deep Bayesian Optimization Approach

  Jiaxu Cui, Bo Yang, Bingyi Sun, Jiming Liu

  7142-7150

  2021-05-18

• Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks

  Antoine Ledent, Waleed Mustafa, Yunwen Lei, Marius Kloft

  8279-8287

  2021-05-18

• Transductive Learning on Adaptive Graphs

  Yan-Ming Zhang, Yu Zhang, Dit-Yan Yeung, Cheng-Lin Liu, Xinwen Hou

  661-666

  2010-07-03

• SP-SVM: Large Margin Classifier for Data on Multiple Manifolds

  Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan Allebach

  2015-02-21