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• Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes

  Ke Sun, Zhouchen Lin, Zhanxing Zhu

  5892-5899

  2020-04-03

• GRPose: Learning Graph Relations for Human Image Generation with Pose Priors

  Xiangchen Yin, Donglin Di, Lei Fan, Hao Li, Wei Chen, Gouxiaofei , Yang Song, Xiao Sun, Xun Yang

  9526-9534

  2025-04-11

• Robust Stochastic Graph Generator for Counterfactual Explanations

  Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo

  21518-21526

  2024-03-24

• PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths

  Boyu Chen, Zirui Guo, Zidan Yang, Yuluo Chen, Junze Chen, Zhenghao Liu, Chuan Shi, Cheng Yang

  30183-30191

  2026-03-14

• Enhancing Scientific Papers Summarization with Citation Graph

  Chenxin An, Ming Zhong, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang

  12498-12506

  2021-05-18

• Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation

  Yunlong Liang, Fandong Meng, Ying Zhang, Yufeng Chen, Jinan Xu, Jie Zhou

  13343-13352

  2021-05-18

• Graph VQ-Transformer (GVT): Fast and Accurate Molecular Generation via High-Fidelity Discrete Latents

  Haozhuo Zheng, Cheng Wang, Yang Liu

  28804-28811

  2026-03-14

• Self-Explainable Graph Transformer for Link Sign Prediction

  Lu Li, Jiale Liu, Xingyu Ji, Maojun Wang, Zeyu Zhang

  12084-12092

  2025-04-11

• WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety

  Shilong Pan, Zhiliang Tian, Wanlong Yu, Zhen Huang, Qingyu Qiu, Zihan Chen, Zhonghao Sun, Minlie Huang, Dongsheng Li

  32655-32663

  2026-03-14

• Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections

  Zhenzhang Ye, Tarun Yenamandra, Florian Bernard, Daniel Cremers

  3125-3133

  2022-06-28

• Enhancing Uncertainty Modeling with Semantic Graph for Hallucination Detection

  Kedi Chen, Qin Chen, Jie Zhou, Xinqi Tao, Bowen Ding, Jingwen Xie, Mingchen Xie, Peilong Li, Zheng Feng

  23586-23594

  2025-04-11

• Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation

  Wei Chen, Guo Ye, Yakun Wang, Zhao Zhang, Libang Zhang, Daixin Wang, Zhiqiang Zhang, Fuzhen Zhuang

  15875-15883

  2025-04-11

• Parallelizable Riemannian Alternating Direction Method of Multipliers for Non-convex Pose Graph Optimization

  Xin Chen, Chunfeng Cui, Deren Han, Liqun Qi

  36811-36819

  2026-03-14

• Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering

  Mingxiao Li, Marie-Francine Moens

  10983-10992

  2022-06-28

• Leveraging Weighted Cross-Graph Attention for Visual and Semantic Enhanced Video Captioning Network

  Deepali Verma, Arya Haldar, Tanima Dutta

  2465-2473

  2023-06-26

• Dynamic Graph Learning with Static Relations for Credit Risk Assessment

  Qi Yuan, Yang Liu, Yateng Tang, Xinhuan Chen, Xuehao Zheng, Qing He, Xiang Ao

  13133-13141

  2025-04-11

• Find Objects and Focus on Highlights: Mining Object Semantics for Video Highlight Detection via Graph Neural Networks

  Yingying Zhang, Junyu Gao, Xiaoshan Yang, Chang Liu, Yan Li, Changsheng Xu

  12902-12909

  2020-04-03

• Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting

  Qiang Gao, Zizheng Wang, Li Huang, Goce Trajcevski, Guisong Liu, Xueqin Chen

  11690-11698

  2025-04-11

• Span Graph Transformer for Document-Level Named Entity Recognition

  Hongli Mao, Xian-Ling Mao, Hanlin Tang, Yu-Ming Shang, Heyan Huang

  18769-18777

  2024-03-24

• Concept Extraction and Prerequisite Relation Learning from Educational Data

  Weiming Lu, Yangfan Zhou, Jiale Yu, Chenhao Jia

  9678-9685

  2019-07-17

• An Interactive Multi-Label Consensus Labeling Model for Multiple Labeler Judgments

  Ashish Kulkarni, Narasimha Raju Uppalapati, Pankaj Singh, Ganesh Ramakrishnan

  2018-04-25

• Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing

  Johan Bjorck, Brendan H. Rappazzo, Qinru Shi, Carrie Brown-Lima, Jennifer Dean, Angela Fuller, Carla Gomes

  14711-14720

  2021-05-18

• A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning

  Kevin Fauvel, Daniel Balouek-Thomert, Diego Melgar, Pedro Silva, Anthony Simonet, Gabriel Antoniu, Alexandru Costan, Véronique Masson, Manish Parashar, Ivan Rodero, Alexandre Termier

  403-411

  2020-04-03

• Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation

  Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen, David Doermann, Arun Innanje

  11891-11899

  2022-06-28

• Sparse Maximum Margin Learning from Multimodal Human Behavioral Patterns

  Ervine Zheng, Qi Yu, Zhi Zheng

  5437-5445

  2023-06-26