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• Feature-Structure Adaptive Completion Graph Neural Network for Cold-start Recommendation

  Songyuan Lei, Xinglong Chang, Zhizhi Yu, Dongxiao He, Cuiying Huo, Jianrong Wang, Di Jin

  12022-12030

  2025-04-11

• Graph-Sparse LDA: A Topic Model with Structured Sparsity

  Finale Doshi-Velez, Byron Wallace, Ryan Adams

  2015-02-21

• Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation

  Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan

  23142-23150

  2026-03-14

• Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck

  Shifei Ding, Wei Du, Ling Ding, Lili Guo, Jian Zhang

  17346-17353

  2024-03-24

• Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure

  Ruiyi Fang, Shuo Wang, Ruizhi Pu, QIUHAO Zeng, Hao Zheng, Ziyan Wang, Jiale Cai, Zhimin Mei, Song Tang, Charles Ling, Boyu Wang

  21047-21055

  2026-03-14

• Domain Adaptive Unfolded Graph Neural Networks

  Zepeng Zhang, Olga Fink

  22714-22722

  2025-04-11

• Communication-Optimal Distributed Dynamic Graph Clustering

  Chun Jiang Zhu, Tan Zhu, Kam-Yiu Lam, Song Han, Jinbo Bi

  5957-5964

  2019-07-17

• Instance-Adaptive Graph for EEG Emotion Recognition

  Tengfei Song, Suyuan Liu, Wenming Zheng, Yuan Zong, Zhen Cui

  2701-2708

  2020-04-03

• Binary Message Passing for Generalizable Semi-Supervised Graph Anomaly Detection

  Jingyuan Zhang, Xin Wang, Lei Yu, Li Yang, Fengjun Zhang

  16334-16342

  2026-03-14

• Structured Co-reference Graph Attention for Video-grounded Dialogue

  Junyeong Kim, Sunjae Yoon, Dahyun Kim, Chang D. Yoo

  1789-1797

  2021-05-18

• Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks

  Zichang Tan, Yang Yang, Jun Wan, Guodong Guo, Stan Z. Li

  12055-12062

  2020-04-03

• DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation

  Hourun Li, Yifan Wang, Zhiping Xiao, Jia Yang, Changling Zhou, Ming Zhang, Wei Ju

  12049-12057

  2025-04-11

• SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache

  Qiuyu Zhu, Liang Zhang, Qianxiong Xu, Cheng Long, Jie Zhang

  35204-35212

  2026-03-14

• Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty

  Muhammad Raza Khan, Joshua E. Blumenstock

  606-613

  2019-07-17

• FlorE: Integrating Full Lorentz Group and Directional Offsets for Effective Knowledge Graph Embedding

  Zehua Duo, Jiang Li, Xiangdong Su, Guanglai Gao

  20968-20976

  2026-03-14

• RETRACTED: Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance

  Dong Zhang, Suzhong Wei, Shoushan Li, Hanqian Wu, Qiaoming Zhu, Guodong Zhou

  14347-14355

  2021-05-18

• Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting

  Xinyan Guan, Yanjiang Liu, Hongyu Lin, Yaojie Lu, Ben He, Xianpei Han, Le Sun

  18126-18134

  2024-03-24

• A Label-free Heterophily-guided Approach for Unsupervised Graph Fraud Detection

  Junjun Pan, Yixin Liu, Xin Zheng, Yizhen Zheng, Alan Wee-Chung Liew, Fuyi Li, Shirui Pan

  12443-12451

  2025-04-11

• ARNS: Adaptive Relation-Aware Negative Sampling with Curriculum Learning for Inductive Knowledge Graph Completion

  Ling Ding, Zhizhi Yu, Di Jin, Lei Huang

  14657-14665

  2026-03-14

• LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract)

  Dayu Qin, Yi Yan, Ercan Engin Kuruoglu

  29472-29474

  2025-04-11

• JAKET: Joint Pre-training of Knowledge Graph and Language Understanding

  Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng

  11630-11638

  2022-06-28

• SAR: A Structure-Aligned Reasoning Framework for Temporal Knowledge Graph Question Answering

  Qianyi Hu, Jiaxue Liu, Xinhui Tu, Shoujin Wang

  31086-31094

  2026-03-14

• Capsule Graph Neural Network for Multi-Label Image Recognition (Student Abstract)

  Xiangping Zheng, Xun Liang, Bo Wu

  13117-13118

  2022-06-28

• A Boundary Token Graph for Zero-Shot Relation Triplet Extraction Involving Discontinuous Entities

  Kailun Lyu, Zehan Li, Fu Zhang, Jingwei Cheng

  32401-32409

  2026-03-14

• LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval

  Yaoze Zhang, Rong Wu, Pinlong Cai, Xiaoman Wang, Guohang Yan, Song Mao, Ding Wang, Botian Shi

  34862-34869

  2026-03-14