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• ReGCL: Rethinking Message Passing in Graph Contrastive Learning

  Cheng Ji, Zixuan Huang, Qingyun Sun, Hao Peng, Xingcheng Fu, Qian Li, Jianxin Li

  8544-8552

  2024-03-24

• Adversarial Contrastive Graph Augmentation with Counterfactual Regularization

  Tao Long, Lei Zhang, Liang Zhang, Laizhong Cui

  19086-19094

  2025-04-11

• Scalable Sequential Spectral Clustering

  Yeqing Li, Junzhou Huang, Wei Liu

  2016-02-21

• Clustering by Mining Density Distributions and Splitting Manifold Structure

  Zhichang Xu, Zhiguo Long, Hua Meng

  21842-21849

  2025-04-11

• Expert Data Augmentation in Imitation Learning (Student Abstract)

  Fuguang Han, Zongzhang Zhang

  16220-16221

  2024-07-15

• Multi-Metric Preference Alignment for Generative Speech Restoration

  Junan Zhang, Xueyao Zhang, Jing Yang, Yuancheng Wang, Fan Fan, Zhizheng Wu

  34737-34745

  2026-03-14

• Dual-View Inference Attack: Machine Unlearning Amplifies Privacy Exposure

  Lulu Xue, Shengshan Hu, Linqiang Qian, Peijin Guo, Yechao Zhang, Minghui Li, Yanjun Zhang, Dayong Ye, Leo Yu Zhang

  11514-11522

  2026-03-14

• Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval

  Yingyi Zhang, Pengyue Jia, Derong Xu, Yi Wen, Xianneng Li, Yichao Wang, Wenlin Zhang, Xiaopeng Li, Weinan Gan, Huifeng Guo, Yong Liu, Xiangyu Zhao

  16406-16414

  2026-03-14

• Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs

  Lei Zhang, Yunshui Li, Jiaming Li, Xiaobo Xia, Jiaxi Yang, Run Luo, Minzheng Wang, Longze Chen, Junhao Liu, Qiang Qu, Min Yang

  25886-25894

  2025-04-11

• Dynamic Spectral Graph Anomaly Detection

  Jianbo Zheng, Chao Yang, Tairui Zhang, Longbing Cao, Bin Jiang, Xuhui Fan, Xiao-ming Wu, Xianxun Zhu

  13410-13418

  2025-04-11

• ALEX:A Light Editing-knowledge Extractor

  Minghu Wang, ShuLiang Zhao, Yuanyuan Zhao, Hongxia Xu

  33602-33610

  2026-03-14

• DySy-Det: A Synergistic Framework with Dynamic Reconstruction-Path Consistency for AI-Generated Image Detection

  Fanli Jin, Feng Lin, Gaojian Wang, Tong Wu, Zhisheng Yan

  35571-35579

  2026-03-14

• π-Light: Programmatic Interpretable Reinforcement Learning for Resource-Limited Traffic Signal Control

  Yin Gu, Kai Zhang, Qi Liu, Weibo Gao, Longfei Li, Jun Zhou

  21107-21115

  2024-03-24

• SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning

  Tianhao Peng, Xuhong Li, Haitao Yuan, Yuchen Li, Haoyi Xiong

  19875-19883

  2025-04-11

• Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

  Bohan Li, Xiao Xu, Xinghao Wang, Yutai Hou, Yunlong Feng, Feng Wang, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che

  3018-3027

  2024-03-24

• PATRON: Perspective-Aware Multitask Model for Referring Expression Grounding Using Embodied Multimodal Cues

  Md Mofijul Islam, Alexi Gladstone, Tariq Iqbal

  971-979

  2023-06-26

• Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction

  Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, Meiyu Liang, Mengran Yin, Tat-Seng Chua

  14158-14166

  2024-03-24

• DARLING: Dual Hypergraph-Enhanced Curriculum-Guided Graph Structure Learning for Node Classification

  Guangkai Wu, Gen Liu, Chao Li, Qingtian Zeng, Hui Zhou, Zhongying Zhao

  15968-15976

  2026-03-14

• DGKAN: Dual-branch Graph Kolmogorov-Arnold Network for Unsupervised Multimodal Change Detection

  Tongfei Liu, Jianjian Xu, Tao Lei, Yingbo Wang, Xiaogang Du, Zhiyong Lv

  7278-7286

  2026-03-14

• A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle

  Yasmine Karoui, Amanda A. Boatswain Jacques, Abdoulaye Baniré Diallo, Elise Shepley, Elsa Vasseur

  15811-15812

  2021-05-18

• Power up! Robust Graph Convolutional Network via Graph Powering

  Ming Jin, Heng Chang, Wenwu Zhu, Somayeh Sojoudi

  8004-8012

  2021-05-18

• Holistic Semantic Representation for Navigational Trajectory Generation

  Ji Cao, Tongya Zheng, Qinghong Guo, Yu Wang, Junshu Dai, Shunyu Liu, Jie Yang, Jie Song, Mingli Song

  40-48

  2025-04-11

• Logic Guided Genetic Algorithms (Student Abstract)

  Dhananjay Ashok, Joseph Scott, Sebastian J. Wetzel, Maysum Panju, Vijay Ganesh

  15753-15754

  2021-05-18

• SAS: Self-Augmentation Strategy for Language Model Pre-training

  Yifei Xu, Jingqiao Zhang, Ru He, Liangzhu Ge, Chao Yang, Cheng Yang, Ying Nian Wu

  11586-11594

  2022-06-28

• Substructure Assembling Network for Graph Classification

  Xiaohan Zhao, Bo Zong, Ziyu Guan, Kai Zhang, Wei Zhao

  2018-04-29