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• Exploring Rationale Learning for Continual Graph Learning

  Lei Song, Jiaxing Li, Qinghua Si, Shihan Guan, Youyong Kong

  20540-20548

  2025-04-11

• Schema-Guided Scene-Graph Reasoning Based on Multi-Agent Large Language Model System

  Yiye Chen, Harpreet S. Sawhney, Nicholas Gydé, Yanan Jian, Jack Saunders, Patricio Vela, Benjamin E Lundell

  30332-30340

  2026-03-14

• Influence-Driven Model for Time Series Prediction from Partial Observations

  Saima Aman, Charalampos Chelmis, Viktor Prasanna

  2015-02-10

• IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity

  Wenjie Wang, Pengfei Tang, Jian Lou, Yuanming Shao, Lance Waller, Yi-an Ko, Li Xiong

  15634-15643

  2024-03-24

• Protein 3D Graph Structure Learning for Robust Structure-Based Protein Property Prediction

  Yufei Huang, Siyuan Li, Lirong Wu, Jin Su, Haitao Lin, Odin Zhang, Zihan Liu, Zhangyang Gao, Jiangbin Zheng, Stan Z. Li

  12662-12670

  2024-03-24

• MetaGDPO: Alleviating Catastrophic Forgetting with Metacognitive Knowledge Through Group Direct Preference Optimization

  Lanxue Zhang, Yuqiang Xie, Fang Fang, Fanglong Dong, Rui Liu, Yanan Cao

  34755-34763

  2026-03-14

• Continual Learning through Retrieval and Imagination

  Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao

  8594-8602

  2022-06-28

• Semi-transductive Learning for Generalized Zero-Shot Sketch-Based Image Retrieval

  Ce Ge, Jingyu Wang, Qi Qi, Haifeng Sun, Tong Xu, Jianxin Liao

  7678-7686

  2023-06-26

• A Probabilistic Graph Diffusion Model for Source Localization (Student Abstract)

  Tangjiang Qian, Xovee Xu, Zhe Xiao, Ting Zhong, Fan Zhou

  16306-16307

  2024-07-15

• Utilitarians Without Utilities: Maximizing Social Welfare for Graph Problems Using Only Ordinal Preferences

  Ben Abramowitz, Elliot Anshelevich

  2018-04-25

• Self-Supervised Bidirectional Learning for Graph Matching

  Wenqi Guo, Lin Zhang, Shikui Tu, Lei Xu

  7784-7792

  2023-06-26

• Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items

  Huajie Chen, Jiyuan He, Weisheng Xu, Tao Feng, Ming Liu, Tianyu Song, Runfeng Yao, Yuanyuan Qiao

  4157-4165

  2023-06-26

• Relation-Aware Language-Graph Transformer for Question Answering

  Jinyoung Park, Hyeong Kyu Choi, Juyeon Ko, Hyeonjin Park, Ji-Hoon Kim, Jisu Jeong, Kyungmin Kim, Hyunwoo Kim

  13457-13464

  2023-06-26

• Fast Consistency Checking of Very Large Real-World RCC-8 Constraint Networks Using Graph Partitioning

  Charalampos Nikolaou, Manolis Koubarakis

  2014-06-21

• MaxEnt Loss: Calibrating Graph Neural Networks under Out-of-Distribution Shift (Student Abstract)

  Dexter Neo

  23594-23596

  2024-03-24

• Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis

  Han Xuanyuan, Pietro Barbiero, Dobrik Georgiev, Lucie Charlotte Magister, Pietro Liò

  10675-10683

  2023-06-26

• Twitter Event Summarization by Exploiting Semantic Terms and Graph Network

  Quanzhi Li, Qiong Zhang

  15347-15354

  2021-05-18

• FakeKG: A Knowledge Graph of Fake Claims for Improving Automated Fact-Checking (Student Abstract)

  Gautam Kishore Shahi

  16320-16321

  2024-07-15

• Knowledge-aware Coupled Graph Neural Network for Social Recommendation

  Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye

  4115-4122

  2021-05-18

• Computationally Tractable Riemannian Manifolds for Graph Embeddings

  Calin Cruceru, Gary Becigneul, Octavian-Eugen Ganea

  7133-7141

  2021-05-18

• When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning

  Naheed Anjum Arafat, Debabrota Basu, Yulia Gel, Yuzhou Chen

  15408-15416

  2025-04-11

• Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors

  Jinhyeok Choi, Heehyeon Kim, Joyce Jiyoung Whang

  16028-16036

  2025-04-11

• Graph-to-Graph: Towards Accurate and Interpretable Online Handwritten Mathematical Expression Recognition

  Jin-Wen Wu, Fei Yin, Yan-Ming Zhang, Xu-Yao Zhang, Cheng-Lin Liu

  2925-2933

  2021-05-18

• LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs

  Junlong Jia, Xing Wu, Chaochen Gao, Ziyang Chen, Zijia Lin, Zhongzhi Li, Weinong Wang, Haotian Xu, Donghui Jin, Debing Zhang, Binghui Guo

  31274-31282

  2026-03-14

• Quilt: Robust Data Segment Selection against Concept Drifts

  Minsu Kim, Seong-Hyeon Hwang, Steven Euijong Whang

  21249-21257

  2024-03-24