谢诚｜云南大学｜学者主页

2026

GIL-DDI: multi-view graph invariant learning for unknown drug–drug interaction prediction

Yuanxian Li, Yuanqi Du, Hong Peng, Zhen-Li He, Xin Jin, Cheng Xie

Knowledge and Information Systems

DOI

2026

TA-GGAD: Testing-time Adaptive Graph Model for Generalist Graph Anomaly Detection

Xiong Zhang, Hong Peng, Changlong Fu, Xin Jin, Yuncong Yang, Cheng Xie

arXiv.org

DOI

2026

GraphGS: Mitigating Pseudo-Label Shift in Imbalanced Node Classification via Balanced Feature Propagation and Minority Node Selection

Zhen-Li He, Chun-Lin Zhu, Cheng Xie, Hong-Ming Cai, Yun Yang

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2025

IA-GGAD: Zero-shot Generalist Graph Anomaly Detection via Invariant and Affinity Learning

Xiong Zhang, Zhenli He, Changlong Fu, Cheng Xie

neural information processing systems

DOI

2025

Adaptive hierarchical knowledge distillation from GNNs to MLPs

Junfeng Zhang, Cheng Xie, Beibei Yu, Rui Yang

Knowledge and Information Systems

DOI

2025

JTreeformer: Graph-Transformer via Latent-Diffusion Model for Molecular Generation

Ji Shi, Cheng Xie, Zhonghao Li, Xinming Zhang, Miao Zhang

arXiv.org

DOI

2024

Contextual features online prediction for self-supervised graph representation

Haoran Duan, Cheng Xie, Peng Tang, Beibei Yu

Expert Systems With Applications，Vol. 238

DOI

2024

NoiseHGNN: Synthesized Similarity Graph-Based Neural Network For Noised Heterogeneous Graph Representation Learning

Xiong Zhang, Cheng Xie, Haoran Duan, Beibei Yu

AAAI Conference on Artificial Intelligence

DOI

2024

Knowledge-Graph-Based IoTs Entity Discovery Middleware for Nonsmart Sensor

Zuoying Zeng, Cheng Xie, Wenbiao Tao, Yini Zhu, Hong-Ming Cai

IEEE Transactions on Industrial Informatics

DOI

2024

Masked Auto-Encoder with Multiple Masks for Graph Representation Learning

Bo-Yu Chen, Cheng Xie, Haoran Duan

IEEE International Conference on e-Business Engineering

DOI

2024

Cross-View Masked Model for Self-Supervised Graph Representation Learning

Haoran Duan, Beibei Yu, Cheng Xie

IEEE Transactions on Artificial Intelligence

DOI

2024

Reserving-Masking-Reconstruction Model for Self-Supervised Heterogeneous Graph Representation

Haoran Duan, Cheng Xie, Linyu Li

Knowledge Discovery and Data Mining

DOI

2024

Distill Graph Structure Knowledge from Masked Graph Autoencoders into MLP

Xiong Zhang, Cheng Xie

International Conference on Computer Supported Cooperative Work in Design

DOI

2024

Knowledge Distillation-Based Spatio-Temporal MLP Model for Real-Time Traffic Flow Prediction

Junfeng Zhang, Cheng Xie, Hong-Ming Cai, Wei-Ming Shen, Rui Yang

IEEE transactions on intelligent transportation systems (Print)

DOI

2023

Node and edge dual-masked self-supervised graph representation

Peng Tang, Cheng Xie, Haoran Duan

Knowledge and Information Systems

DOI

2023

Motif Masking-based Self-Supervised Learning For Molecule Graph Representation Learning*

Yasu Wu, Changlong Fu, Manwen Yang, Haoran Duan, Cheng Xie

IEEE International Conference on e-Business Engineering

DOI

2018

User Profiling in Elderly Healthcare Services in China: Scalper Detection

Cheng Xie, Hong-Ming Cai, Yun Yang, Lihong Jiang, Po Yang

IEEE journal of biomedical and health informatics

DOI

2014

Ubiquitous Data Accessing Method in IoT-Based Information System for Emergency Medical Services

Boyi Xu, Li-Da Xu, Hong-Ming Cai, Cheng Xie, Jingyuan Hu, Fenglin Bu

IEEE Transactions on Industrial Informatics

DOI

2014

A Linked Data Based Decision Support System for Cancer Treatment

Jingyuan Hu, Hong-Ming Cai, Boyi Xu, Cheng Xie

2014 Enterprise Systems Conference

DOI

2014

A linked data-based approach for clinical treatment selecting support

Lihong Jiang, Ling Li, Hong-Ming Cai, Hua Liu, Jingyuan Hu, Cheng Xie

DOI

2014

A framework of emergency clinical decision support system based on MDA and resource model

Lihong Jiang, Boyi Xu, Cheng Xie, Hong-Ming Cai

International Conference on Computer Supported Cooperative Work in Design

DOI

谢诚

精选作品

期刊论文

GIL-DDI: multi-view graph invariant learning for unknown drug–drug interaction prediction

TA-GGAD: Testing-time Adaptive Graph Model for Generalist Graph Anomaly Detection

GraphGS: Mitigating Pseudo-Label Shift in Imbalanced Node Classification via Balanced Feature Propagation and Minority Node Selection

IA-GGAD: Zero-shot Generalist Graph Anomaly Detection via Invariant and Affinity Learning

Adaptive hierarchical knowledge distillation from GNNs to MLPs

JTreeformer: Graph-Transformer via Latent-Diffusion Model for Molecular Generation

Contextual features online prediction for self-supervised graph representation

NoiseHGNN: Synthesized Similarity Graph-Based Neural Network For Noised Heterogeneous Graph Representation Learning

Knowledge-Graph-Based IoTs Entity Discovery Middleware for Nonsmart Sensor

Masked Auto-Encoder with Multiple Masks for Graph Representation Learning

Cross-View Masked Model for Self-Supervised Graph Representation Learning

Reserving-Masking-Reconstruction Model for Self-Supervised Heterogeneous Graph Representation

Distill Graph Structure Knowledge from Masked Graph Autoencoders into MLP

Knowledge Distillation-Based Spatio-Temporal MLP Model for Real-Time Traffic Flow Prediction

Node and edge dual-masked self-supervised graph representation

Motif Masking-based Self-Supervised Learning For Molecule Graph Representation Learning*

User Profiling in Elderly Healthcare Services in China: Scalper Detection

Ubiquitous Data Accessing Method in IoT-Based Information System for Emergency Medical Services

A Linked Data Based Decision Support System for Cancer Treatment

A linked data-based approach for clinical treatment selecting support

A framework of emergency clinical decision support system based on MDA and resource model

研究方向