Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification

Authors: Ai, Wei, Li, Jianbin, Wang, Ze, Du, Jiayi, Meng, Tao, Li, Keqin

Source: 2024 IEEE Smart World Congress (SWC) SWC Smart World Congress (SWC), 2024 IEEE. :2520-2525 Dec, 2024

Relation: 2024 IEEE Smart World Congress (SWC)

MCSFF: Multi-modal Consistency and Specificity Fusion Framework for Entity Alignment

Authors: Ai, Wei, Deng, Wen, Chen, Hongyi, Du, Jiayi, Meng, Tao

Source: 2024 IEEE Smart World Congress (SWC) SWC Smart World Congress (SWC), 2024 IEEE. :2526-2531 Dec, 2024

Relation: 2024 IEEE Smart World Congress (SWC)

LRA-GNN: Latent Relation-Aware Graph Neural Network with Initial and Dynamic Residual for Facial Age Estimation

Authors: Zhang, Yiping, Shou, Yuntao, Ai, Wei, Meng, Tao, Li, Keqin

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2502.05423

MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs

Authors: Zhou, Yuhang, Karamanolakis, Giannis, Soto, Victor, Rumshisky, Anna, Kulkarni, Mayank, Huang, Furong, Ai, Wei, Lu, Jianhua

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.00997

Large Language Models Meet Graph Neural Networks: A Perspective of Graph Mining

Authors: You, Yuxin, Liu, Zhen, Wen, Xiangchao, Zhang, Yongtao, Ai, Wei

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.19211

SE-GCL: An Event-Based Simple and Effective Graph Contrastive Learning for Text Representation

Authors: Meng, Tao, Ai, Wei, Li, Jianbin, Wang, Ze, Shou, Yuntao, Li, Keqin

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.11652

GroupFace: Imbalanced Age Estimation Based on Multi-hop Attention Graph Convolutional Network and Group-aware Margin Optimization

Authors: Zhang, Yiping, Shou, Yuntao, Ai, Wei, Meng, Tao, Li, Keqin

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2412.11450

Borg-type theorem for a class of fourth-order differential operators

Authors: Guan, Ai-Wei, Yang, Chuan-Fu, Bondarenko, Natalia P.

Subject Terms: Mathematics - Spectral Theory

Access URL: http://arxiv.org/abs/2412.07413

Dynamic Graph Neural ODE Network for Multi-modal Emotion Recognition in Conversation

Authors: Shou, Yuntao, Meng, Tao, Ai, Wei, Li, Keqin

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2412.02935

SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for Incomplete Multimodal Learning in Conversational Emotion Recognition

Authors: Fu, Fangze, Ai, Wei, Yang, Fan, Shou, Yuntao, Meng, Tao, Li, Keqin

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2411.19822

Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification

Authors: Ai, Wei, Li, Jianbin, Wang, Ze, Wei, Yingying, Meng, Tao, Shou, Yuntao, Lib, Keqin

Subject Terms: Computer Science - Computation and Language, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2411.16787

Lateral Trajectory Tracking of Unmanned Vehicles Based on Active Disturbance Rejection Model Predictive Control

Authors: Ai, Wei, Zhang, Tong, Wang, Yang, Li, Xiangyang

Source: 2024 IEEE 13th Data Driven Control and Learning Systems Conference (DDCLS) Data Driven Control and Learning Systems Conference (DDCLS), 2024 IEEE 13th. :1362-1367 May, 2024

Relation: 2024 IEEE 13th Data Driven Control and Learning Systems Conference (DDCLS)

A Cascade Active Disturbance Rejection Control Method Based on SPSA Online Optimization for SCR Denitration System

Authors: Ai, Wei, Wang, Yang, Zhang, Tong, Li, Xiangyang

Source: 2024 IEEE 13th Data Driven Control and Learning Systems Conference (DDCLS) Data Driven Control and Learning Systems Conference (DDCLS), 2024 IEEE 13th. :1356-1361 May, 2024

Relation: 2024 IEEE 13th Data Driven Control and Learning Systems Conference (DDCLS)

SEG:Seeds-Enhanced Iterative Refinement Graph Neural Network for Entity Alignment

Authors: Ai, Wei, Gao, Yinghui, Li, Jianbin, Du, Jiayi, Meng, Tao, Shou, Yuntao, Li, Keqin

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2410.20733

CSRec: Rethinking Sequential Recommendation from A Causal Perspective

Authors: Liu, Xiaoyu, Yuan, Jiaxin, Zhou, Yuhang, Li, Jingling, Huang, Furong, Ai, Wei

Subject Terms: Computer Science - Information Retrieval, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.05872

A Multi-view Mask Contrastive Learning Graph Convolutional Neural Network for Age Estimation

Authors: Zhang, Yiping, Shou, Yuntao, Meng, Tao, Ai, Wei, Li, Keqin

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2407.16234

Masked Graph Learning with Recurrent Alignment for Multimodal Emotion Recognition in Conversation

Authors: Meng, Tao, Zhang, Fuchen, Shou, Yuntao, Shao, Hongen, Ai, Wei, Li, Keqin

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2407.16714

GraphUnet: Graph Make Strong Encoders for Remote Sensing Segmentation

Authors: Shou, YunTao, Ai, Wei, Meng, Tao, Zhang, FuChen, Li, KeQin

Source: 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS) ICPADS Parallel and Distributed Systems (ICPADS), 2023 IEEE 29th International Conference on. :2734-2737 Dec, 2023

Relation: 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS)

A Two-Stage Multimodal Emotion Recognition Model Based on Graph Contrastive Learning

Authors: Ai, Wei, Zhang, FuChen, Meng, Tao, Shou, YunTao, Shao, HongEn, Li, Keqin

Source: 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS) ICPADS Parallel and Distributed Systems (ICPADS), 2023 IEEE 29th International Conference on. :397-404 Dec, 2023

Relation: 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS)

An Effective Index for Truss-based Community Search on Large Directed Graphs

Authors: Ai, Wei, Xie, CanHao, Meng, Tao, Wu, Yinghao, Li, Keqin

Source: 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS) ICPADS Parallel and Distributed Systems (ICPADS), 2023 IEEE 29th International Conference on. :384-389 Dec, 2023

Relation: 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS)