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• Spectral Bisection Tree Guided Deep Adaptive Exemplar Autoencoder for Unsupervised Domain Adaptation

  Ming Shao, Zhengming Ding, Handong Zhao, Yun Fu

  2016-03-02

• Accelerating Data Discovery with an Ontology-driven Tool for an Enterprise-scale Data Lake Environment

  Satyajeet Raje, Karina Kervin, Nergal Issaie, Madhu Channapatna

  16100-16102

  2021-05-18

• Dual Quaternion Knowledge Graph Embeddings

  Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang

  6894-6902

  2021-05-18

• Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract)

  Zhangtao Cheng, Ting Zhong, Kunpeng Zhang, Joojo Walker, Fan Zhou

  12927-12928

  2022-06-28

• MODA: The First Challenging Benchmark for Multispectral Object Detection in Aerial Images

  Shuaihao Han, Tingfa Xu, Peifu Liu, Jianan Li

  4574-4582

  2026-03-14

• OnlineBootKNN: An Unsupervised Framework for Detecting Anomalies in Spectral Data Streams

  Nicolas Rojas Varela, Julien Ah-Pine, Engelbert Mephu Nguifo

  15797-15805

  2026-03-14

• Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime

  Junfan Chen, Richong Zhang, Zheyan Luo, Chunming Hu, Yongyi Mao

  12626-12634

  2023-06-26

• Hypergraph Modeling via Spectral Embedding Connection: Hypergraph Cut, Weighted Kernel k-Means, and Heat Kernel

  Shota Saito

  8141-8149

  2022-06-28

• From Semantics to Spectrum: A New Lens on Graph Augmentation Strategy

  Xiangping Zheng, Xiuxin Hao, Bo Wu, Wei Li, Bin Ren, Bin Tang, Yuhui Guo, Xun Liang, Zhiwen Yu

  16486-16494

  2026-03-14

• OTPNet: ODE-inspired Tuning-free Proximal Network for Remote Sensing Image Fusion

  Wei Yu, Zonglin Li, Qinglin Liu, Xin Sun

  9671-9679

  2025-04-11

• LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views

  Ziyun Zou, Yinghui Jiang, Lian Shen, Juan Liu, Xiangrong Liu

  13492-13500

  2025-04-11

• Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs

  Sergio Rozada, Dongsheng Ding, Antonio G. Marques, Alejandro Ribeiro

  20200-20208

  2025-04-11

• Unsupervised Feature Selection Using Nonnegative Spectral Analysis

  Zechao Li, Yi Yang, Jing Liu, Xiaofang Zhou, Hanqing Lu

  1026-1032

  2021-09-20

• VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization

  Minghui Chen, Cheng Wen, Feng Zheng, Fengxiang He, Ling Shao

  321-329

  2022-06-28

• Trusted Fine-Grained Image Classification through Hierarchical Evidence Fusion

  Zhikang Xu, Xiaodong Yue, Ying Lv, Wei Liu, Zihao Li

  10657-10665

  2023-06-26

• Uncertainty-Aware Deep Classifiers Using Generative Models

  Murat Sensoy, Lance Kaplan, Federico Cerutti, Maryam Saleki

  5620-5627

  2020-04-03

• PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples

  Shengshan Hu, Junwei Zhang, Wei Liu, Junhui Hou, Minghui Li, Leo Yu Zhang, Hai Jin, Lichao Sun

  872-880

  2023-06-26

• Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data

  Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston Hsu

  2015-02-09

• Spectral Prompt Tuning: Unveiling Unseen Classes for Zero-Shot Semantic Segmentation

  Wenhao Xu, Rongtao Xu, Changwei Wang, Shibiao Xu, Li Guo, Man Zhang, Xiaopeng Zhang

  6369-6377

  2024-03-24

• MGDA: Model-based Goal Data Augmentation for Offline Goal-conditioned Weighted Supervised Learning

  Xing Lei, Xuetao Zhang, Donglin Wang

  18172-18180

  2025-04-11

• A Fusion-Denoising Attack on InstaHide with Data Augmentation

  Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi

  1899-1907

  2022-06-28

• Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning

  Jingtian Ma, Jingyuan Wang, Leong Hou U

  15510-15518

  2026-03-14

• An End-to-End Deep Learning Architecture for Graph Classification

  Muhan Zhang, Zhicheng Cui, Marion Neumann, Yixin Chen

  2018-04-29

• Revitalizing Bahnaric Language through Neural Machine Translation: Challenges, Strategies, and Promising Outcomes

  Hoang Nhat Khang Vo, Duc Dong Le, Tran Minh Dat Phan, Tan Sang Nguyen, Quoc Nguyen Pham, Ngoc Oanh Tran, Quang Duc Nguyen, Tran Minh Hieu Vo, Tho Quan

  23360-23368

  2024-03-24

• When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract)

  Simin Niu, Xun Liang, Sensen Zhang, Shichao Song, Xuan Zhang, Xiaoping Zhou

  23600-23601

  2024-03-24