Xin Zheng

According to our database, Xin Zheng authored at least 25 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Efficient and Diverse De Novo Protein Backbone Design with SE(3)-Equivariant Diffusion.

Ruipeng Zhou, Ming Yang, Yi Li, Xin Zheng, Alan Wee-Chung Liew, Shirui Pan, Yanqing Guo

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer.

Zizhe Jin, Yizhen Zheng, Linhao Luo, Yixin Liu, Xin Zheng, Xuefei Yin, Vincent Lee, Shirui Pan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

VCC-Fed: A Multi-task Federated Learning Paradigm with Versatile Collaborative Clients.

Yue Hua, Yi Li, Xin Zheng, Ming Yang, Haiyan Fu, Alan Wee-Chung Liew, Yanqing Guo

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

PAFedMIS: Personalized Asynchronous Federated Learning for Medical Image Segmentation.

Yi Li, Yue Hua, Xin Zheng, Yanqing Guo, Bo Wang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

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

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning.

Man Wu, Xin Zheng, Qin Zhang, Xiao Shen, Xiong Luo, Xingquan Zhu, Shirui Pan

CoRR, 2024

Online GNN Evaluation Under Test-time Graph Distribution Shifts.

Xin Zheng, Dongjin Song, Qingsong Wen, Bo Du, Shirui Pan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Robust Physical-World Attacks on Face Recognition.

Xin Zheng, Yanbo Fan, Baoyuan Wu, Yong Zhang, Jue Wang, Shirui Pan

Pattern Recognit., 2023

Graph Neural Architecture Search with GPT-4.

Haishuai Wang, Yang Gao, Xin Zheng, Peng Zhang, Hongyang Chen, Jiajun Bu

CoRR, 2023

Towards Data-centric Graph Machine Learning: Review and Outlook.

Xin Zheng, Yixin Liu, Zhifeng Bao, Meng Fang, Xia Hu, Alan Wee-Chung Liew, Shirui Pan

CoRR, 2023

Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs.

Xin Zheng, Miao Zhang, Chunyang Chen, Qin Zhang, Chuan Zhou, Shirui Pan

Proceedings of the ACM Web Conference 2023, 2023

Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data.

Xin Zheng, Miao Zhang, Chunyang Chen, Quoc Viet Hung Nguyen, Xingquan Zhu, Shirui Pan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels.

Xin Zheng, Miao Zhang, Chunyang Chen, Soheila Molaei, Chuan Zhou, Shirui Pan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Graph Neural Networks for Graphs with Heterophily: A Survey.

Xin Zheng, Yixin Liu, Shirui Pan, Miao Zhang, Di Jin, Philip S. Yu

CoRR, 2022

Joint Graph-Sequence Learning for Molecular Property Prediction.

Rom Uddamvathanak, Xin Zheng, Shirui Pan

Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing.

Xin Zheng, Miao Zhang, Chunyang Chen, Chaojie Li, Chuan Zhou, Shirui Pan

Proceedings of the IEEE International Conference on Data Mining, 2022

Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract).

Ruibin Chen, Miao Zhang, Xin Zheng, Shirui Pan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Multi-scale Multi-attention Network for Moiré Document Image Binarization.

Yanqing Guo, Caijuan Ji, Xin Zheng, Qianyu Wang, Xiangyang Luo

Signal Process. Image Commun., 2021

2020

BLAN: Bi-directional ladder attentive network for facial attribute prediction.

Xin Zheng, Huaibo Huang, Yanqing Guo, Bo Wang, Ran He

Pattern Recognit., 2020

A Survey of Deep Facial Attribute Analysis.

Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He

Int. J. Comput. Vis., 2020

2019

$$\hbox {U}^2\hbox {F}^2\hbox {S}^2$$ U 2 F 2 S 2 : Uncovering Feature-level Similarities for Unsupervised Feature Selection.

Xin Zheng, Yanqing Guo, Jun Guo, Xiangwei Kong

Neural Process. Lett., 2019

Moiré Pattern Removal with Multi-scale Feature Enhancing Network.

Tianyu Gao, Yanqing Guo, Xin Zheng, Qianyu Wang, Xiangyang Luo

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Adversarial Iris Super Resolution.

Yanqing Guo, Qianyu Wang, Huaibo Huang, Xin Zheng, Zhaofeng He

Proceedings of the 2019 International Conference on Biometrics, 2019

2018

A Survey to Deep Facial Attribute Analysis.

Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He

CoRR, 2018

Partial Multi-view Subspace Clustering.

Nan Xu, Yanqing Guo, Xin Zheng, Qianyu Wang, Xiangyang Luo

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018