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• Universality of Real Minimal Complexity Reservoir

  Robert Simon Fong, Boyu Li, Peter Tino

  16622-16629

  2025-04-11

• Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning

  Xingbo Fu, Zihan Chen, Yinhan He, Song Wang, Binchi Zhang, Chen Chen, Jundong Li

  16657-16665

  2025-04-11

• Discrete Curvature Graph Information Bottleneck

  Xingcheng Fu, Jian Wang, Yisen Gao, Qingyun Sun, Haonan Yuan, Jianxin Li, Xianxian Li

  16666-16673

  2025-04-11

• ID-GMLM: Intelligent Decision-Making with Integrated Graph Models and Large Language Models

  Zhenhua Meng, Fanshen Meng, Rongheng Lin, Budan Wu

  19458-19466

  2025-04-11

• Distributed Representations for Arithmetic Word Problems

  Sowmya S Sundaram, Deepak P, Savitha Sam Abraham

  9000-9007

  2020-04-03

• DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State Space Models

  Haonan Yuan, Qingyun Sun, Zhaonan Wang, Xingcheng Fu, Cheng Ji, Yongjian Wang, Bo Jin, Jianxin Li

  22272-22280

  2025-04-11

• Unlocking the Potential of Black-box Pre-trained GNNs for Graph Few-shot Learning

  Qiannan Zhang, Shichao Pei, Yuan Fang, Xiangliang Zhang

  22497-22505

  2025-04-11

• GraSP: Simple Yet Effective Graph Similarity Predictions

  Haoran Zheng, Jieming Shi, Renchi Yang

  22884-22892

  2025-04-11

• DeloopSGNN: Revisiting Spectral GNNs Through the Lens of Spatial Aggregation

  Duanyu Li, Huijun Wu, Min Xie, Kai Lu, Wenzhe Zhang, Zhenwei Wu, Yong Dong, Ruibo Wang

  22878-22886

  2026-03-14

• Multi-Attribute Transfer via Disentangled Representation

  Jianfu Zhang, Yuanyuan Huang, Yaoyi Li, Weijie Zhao, Liqing Zhang

  9195-9202

  2019-07-17

• Source-Free Graph Foundation Model Adaptation via Pseudo-Source Reconstruction

  Liang Yang, Hui Ning, Jiaming Zhuo, Ziyi Ma, Chuan Wang, Wenning Wu, Zhen Wang

  27556-27564

  2026-03-14

• Residual Continual Learning

  Janghyeon Lee, Donggyu Joo, Hyeong Gwon Hong, Junmo Kim

  4553-4560

  2020-04-03

• MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions

  Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Shu Wei, Yusong Deng, Meilan Hao

  27081-27089

  2025-04-11

• Fair Graph Learning with Limited Sensitive Attribute Information

  Zichong Wang, Jie Yang, Jun Zhuang, Puqing Jiang, Mingzhe Chen, Ye Hu, Wenbin Zhang

  39423-39431

  2026-03-14

• CastX: Cohort-Level Causal Inference Meets Statistical Testing for Faithful and Reliable GNN Explanations

  Guanyuan Yu, Yijun Chen, Liang Xu, Gang Kou

  27908-27916

  2026-03-14

• Estimating Stochastic Linear Combination of Non-Linear Regressions

  Di Wang, Xiangyu Guo, Chaowen Guan, Shi Li, Jinhui Xu

  6137-6144

  2020-04-03

• Pre-Trained Vision-Language Models as Noisy Partial Annotators

  Qian-Wei Wang, Yuqiu Xie, Letian Zhang, Zimo Liu, Shu-Tao Xia

  21189-21197

  2025-04-11

• Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications

  Yutong Xia, Runpeng Yu, Yuxuan Liang, Xavier Bresson, Xinchao Wang, Roger Zimmermann

  21635-21643

  2025-04-11

• Light Multi-Segment Activation for Model Compression

  Zhenhui Xu, Guolin Ke, Jia Zhang, Jiang Bian, Tie-Yan Liu

  6542-6549

  2020-04-03

• Personality-guided Public-Private Domain Disentangled Hypergraph-Former Network for Multimodal Depression Detection

  Changzeng Fu, Shiwen Zhao, Yunze Zhang, Zhongquan Jian, Shiqi Zhao, Chaoran Liu

  1801-1809

  2026-03-14

• S2C: A Noise-Resistant Difference Learning Framework for Unsupervised Change Detection in VHR Remote Sensing Images

  Lei Ding, Xibing Zuo, Haitao Guo, Jun Lu, Zhihui Gong, Xuanguang Liu, Jicang Lu

  3596-3604

  2026-03-14

• GCIB: Causal Intervention Guided Graph Information Bottleneck Framework

  Hangyuan Du, Rong Wang, Lixin Cui, Gaoxia Jiang, Liang Bai, Wenjian Wang

  20905-20913

  2026-03-14

• Leap of FAITH from GNN-to-MLP: Fairness Aware Inference via DisTillation of GrapH Knowledge

  Vipul Kumar Singh, Jyotismita Barman, Sandeep Kumar, Tapan K. Gandhi, Jayadeva

  25490-25498

  2026-03-14

• OTI: A Model-free and Visually Interpretable Measure of Image Attackability

  Jiaming Liang, Haowei Liu, Chi-Man Pun

  6826-6834

  2026-03-14

• SC-Net: Robust Correspondence Learning via Spatial and Cross-Channel Context

  Shuyuan Lin, Hailiang Liao, Qiang Qi, Junjie Huang, Taotao Lai, Jian Weng

  6979-6987

  2026-03-14