Papers
1,988 papers found
Fidelity-Aware Recommendation Explanations via Stochastic Path Integration
Oren Barkan, Yahlly Schein, Yehonatan Elisha et al.
Multi-granularity Intent Modeling with Adversarial Robustness for Sequential Recommendation
Yangyi Fang, Haolin Shi
Context-aware Graph Meta-learning
Ningbo Huang, Gang Zhou, Meng Zhang et al.
DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs
Yuan Li, Jun Hu, Bryan Hooi et al.
Sign-Aware Multimodal Graph Recommendation
Yahong Lian, Haotian Tian, Chunyao Song et al.
Task-Aware Meta-Learning on Heterogeneous Knowledge Graph for POI Recommendation
Jingyuan Wang, Zhichun Wang, Tong Lu et al.
FairGSE: Fairness-Aware Graph Neural Network Without High False Positive Rates
Zhenqiang Ye, Jinjie Lu, Tianlong Gu et al.
Noise-Aware Graph-Based Cognitive Diagnostic Framework Through Low-Rank Alignment
Guixian Zhang, Yanmei Zhang, Guan Yuan et al.
Stage-Aware Graph Contrastive Learning with Node-oriented Mixture of Experts
Xiangkai Zhu, Yeyu Yan, Saiqin Long et al.
Point Cloud Quality Assessment via Multi-View Structure-Aware Feature Fusion
Jian Xiong, Lingxia Jiang, Xianzhong Long et al.
PCoKG: Personality-aware Commonsense Reasoning with Debate
Weijie Li, Zhongqing Wang, Guodong Zhou
MyGram: Modality-aware Graph Transformer with Global Distribution for Multi-modal Entity Alignment
Zhifei Li, Ziyue Qin, Xiangyu Luo et al.
OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs
Feng Chen, Yefei He, Shaoxuan He et al.
Learning Systems Expansion with Efficient Heterogeneity-aware Knowledge Transfer
Gaole Dai, Huatao Xu, Yifan Yang et al.
TimeMosaic: Temporal Heterogeneity Guided Time Series Forecasting via Adaptive Granularity Patch and Segment-wise Decoding
Kuiye Ding, Fanda Fan, Chunyi Hou et al.
Gotta Hear Them All: Towards Sound Source Aware Audio Generation
Wei Guo, Heng Wang, Jianbo Ma et al.
HTG-GCL: Leveraging Hierarchical Topological Granularity from Cellular Complexes for Graph Contrastive Learning
Qirui Ji, Bin Qin, Yifan Jin et al.
LatentLLM: Activation-Aware Transform to Multi-Head Latent Attention
Toshiaki Koike-Akino, Xiangyu Chen, Jing Liu et al.
METP: Multi-Granularity Integration of External Covariates for Temporal Point Processes
Boyang Li, Lingzheng Zhang, Fugee Tsung et al.
Difficulty-Aware Learning Curve Extrapolation
Mengyang Li, Pinlong Zhao
Multi-Granular Graph Learning with Fine-Grained Behavioral Pattern Awareness for Session-Based Recommendation
Ming Li, Zihao Yan, Yuting Chen et al.
Heterophily-aware Contrastive Learning for Heterophilic Hypergraphs
Ming Li, Yongqi Li, Yuting Chen et al.
From Static to Active: Knowledge-Aware Node State Selection in Multi-view Graph Learning
Weiran Liao, Jielong Lu, Yuhong Chen et al.
Direction Sensitivity–Based Knowledge Distillation: Optimization-Aware Low-Rank Knowledge Transfer
Yongkai Liao, Xinxing Chen, Zhongzheng Fu et al.
Causally-Aware Attribute Completion for Incomplete Federated Graph Clustering
Jingxin Liu, Wenxuan Tu, Haotian Wang et al.