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• A Separation and Alignment Framework for Black-Box Domain Adaptation

  Mingxuan Xia, Junbo Zhao, Gengyu Lyu, Zenan Huang, Tianlei Hu, Gang Chen, Haobo Wang

  16005-16013

  2024-03-24

• Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers

  Minjia Zhang, Niranjan Uma Naresh, Yuxiong He

  11685-11693

  2022-06-28

• PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection

  Xiaoran Xu, Jiangang Yang, Wenhui Shi, Siyuan Ding, Luqing Luo, Jian Liu

  21815-21823

  2025-04-11

• HOGSA: Bimanual Hand-Object Interaction Understanding with 3D Gaussian Splatting Based Data Augmentation

  Wentian Qu, Jiahe Li, Jian Cheng, Jian Shi, Chenyu Meng, Cuixia Ma, Hongan Wang, Xiaoming Deng, Yinda Zhang

  6639-6647

  2025-04-11

• Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation

  Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Xiao Shou

  12189-12197

  2023-06-26

• Interpolating Graph Pair to Regularize Graph Classification

  Hongyu Guo, Yongyi Mao

  7766-7774

  2023-06-26

• StegFormer: Rebuilding the Glory of Autoencoder-Based Steganography

  Xiao Ke, Huanqi Wu, Wenzhong Guo

  2723-2731

  2024-03-24

• Sheaf Graph Neural Networks via PAC-Bayes Spectral Optimization

  Yoonhyuk Choi, Jiho Choi, Taewook Ko, JongWook Kim, Chong-Kwon Kim

  20570-20578

  2026-03-14

• Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching

  Kun Zhang, Le Wu, Guangyi Lv, Meng Wang, Enhong Chen, Shulan Ruan

  14411-14419

  2021-05-18

• Cross-View Graph Consistency Learning for Invariant Graph Representations

  Jie Chen, Hua Mao, Wai Lok Woo, Chuanbin Liu, Xi Peng

  15795-15802

  2025-04-11

• CLUE-AD: A Context-Based Method for Labeling Unobserved Entities in Autonomous Driving Data

  Ruwan Wickramarachchi, Cory Henson, Amit Sheth

  16491-16493

  2024-07-15

• DGSAN: Dual-Graph Spatiotemporal Attention Network for Pulmonary Nodule Malignancy Prediction

  Xiao Yu, Zhaojie Fang, Guanyu Zhou, Yin Shen, Huoling Luo, Ye Li, Ahmed Elazab, Xiang Wan, Ruiquan Ge, Changmiao Wang

  12162-12168

  2026-03-14

• Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective

  Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang

  9089-9097

  2024-03-24

• RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection

  Longlong Zhang, Xi Wang, Haotong Du, Yangyi Xu, Zhuo Liu, Yang Liu

  1516-1524

  2026-03-14

• PIF-Net: Ill-Posed Prior Guided Multispectral and Hyperspectral Image Fusion via Invertible Mamba and Fusion-Aware LoRA

  Baisong Li, Xingwang Wang, Haixiao Xu

  5964-5972

  2026-03-14

• Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering

  Shouheng Li, Dongwoo Kim, Qing Wang

  8622-8630

  2023-06-26

• Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation Space

  Linchao Pan, Can Gao, Jie Zhou, Jinbao Wang

  6290-6298

  2025-04-11

• Multi-Instance Multi-Label Classification from Crowdsourced Labels

  Ziquan Wang, Mingxuan Xia, Xiangyu Ren, Jiaqing Zhou, Gengyu Lyu, Tianlei Hu, Haobo Wang

  21438-21446

  2025-04-11

• MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning

  Yusong Wang, Jialun Shen, Zhihao Wu, Yicheng Xu, Shiyin Tan, Mingkun Xu, Changshuo Wang, Zixing Song, Prayag Tiwari

  1240-1248

  2026-03-14

• Personalized Clustering via Targeted Representation Learning

  Xiwen Geng, Suyun Zhao, Yixin Yu, Borui Peng, Pan Du, Hong Chen, Cuiping Li, Mengdie Wang

  16790-16798

  2025-04-11

• Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off

  Yu-An Liu, Ruqing Zhang, Mingkun Zhang, Wei Chen, Maarten de Rijke, Jiafeng Guo, Xueqi Cheng

  8832-8840

  2024-03-24

• Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning

  Xiangrui Cai, Jinsheng Tao, Shichao Wang, Zhiyu Wang, Jiaxian Wang, Mei Li, Hong Wang, Xixiang Tu, Hao Yang, Jian-Bing Fan, Hua Ji

  11828-11836

  2022-06-28

• A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER

  Jinpeng Hu, DanDan Guo, Yang Liu, Zhuo Li, Zhihong Chen, Xiang Wan, Tsung-Hui Chang

  12890-12898

  2023-06-26

• F2SST: Frequency-to-Spatial Semantic Transfer for Few-Shot Image Classification

  Xueyi Chen, Bangjun Wang, Jiaqing Fan, Li Zhang, Fanzhang Li

  20345-20353

  2026-03-14

• FMPM-DNet: Hyperspectral Pansharpening Dynamic Network Based on Feature Modulation and Probability Mask

  Xiaozheng Wang, Yong Yang, Shuying Huang, Hangyuan Lu, Weiguo Wan, Aoqi Zhao

  861-868

  2025-04-11