Xin Zheng - RankMe

45 papers A* 14A 2B 1Misc 1Journal 21Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems. CoRR Hongjiang Chen, Xin Zheng, Yixin Liu, Pengfei Jiao, Shiyuan Li, Huan Liu, Zhidong Zhao, Ziqi Xu, Ibrahim Khalil, Shirui Pan
2026	A*	`conf`	Graph Neural Network Model Transferability Estimation via Decomposition-Augmented Discriminant Analysis. WWW Huanchang Ma, Xin Zheng, Jianyu Li, Alan Wee-Chung Liew, Wei Lan, Jian Gao
2026	A*	`conf`	Multi-Source Unsupervised Graph Domain Adaptation via Concise Propagation-Transformation Pipeline. WWW Jiayi Wang, Yi Li, Xin Zheng, Junyang Chen, Yanqing Guo, Alan Wee-Chung Liew, Shirui Pan
2025	J	`jnl`	A Label-Free Heterophily-Guided Approach for Unsupervised Graph Fraud Detection. CoRR Junjun Pan, Yixin Liu, Xin Zheng, Yizhen Zheng, Alan Wee-Chung Liew, Fuyi Li, Shirui Pan
2025	A*	`conf`	A Label-free Heterophily-guided Approach for Unsupervised Graph Fraud Detection. AAAI Junjun Pan, Yixin Liu, Xin Zheng, Yizhen Zheng, Alan Wee-Chung Liew, Fuyi Li, Shirui Pan
2025	—	`conf`	Efficient and Diverse De Novo Protein Backbone Design with SE(3)-Equivariant Diffusion. PAKDD (3) Ruipeng Zhou, Ming Yang, Yi Li, Xin Zheng, Alan Wee-Chung Liew, Shirui Pan, Yanqing Guo
2025	J	`jnl`	Few-shot Molecular Property Prediction: A Survey. CoRR Zeyu Wang, Tianyi Jiang, Huanchang Ma, Yao Lu, Xiaoze Bao, Shanqing Yu, Qi Xuan, Shirui Pan, Xin Zheng
2025	J	`jnl`	Graph neural architecture search with large language models. Sci. China Inf. Sci. Haishuai Wang, Yang Gao, Xin Zheng, Peng Zhang, Jiajun Bu, Philip S. Yu
2025	A	`conf`	Long-Tailed Federated Learning with Fixed Classifier. ICME Yi Li, Weichao Li, Xin Zheng, Haiyan Fu, Yanqing Guo
2025	A	`conf`	OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories. CIKM Bo Li, Yingqi Feng, Ming Jin, Xin Zheng, Yufei Tang, Laurent M. Chérubin, Can Wang, Alan Wee-Chung Liew, Qinghua Lu, Jingwei Yao, Hong Zhang, Shirui Pan, Xingquan Zhu
2025	J	`jnl`	OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories. CoRR Bo Li, Yingqi Feng, Ming Jin, Xin Zheng, Yufei Tang, Laurent M. Chérubin, Alan Wee-Chung Liew, Can Wang, Qinghua Lu, Jingwei Yao, Shirui Pan, Hong Zhang, Xingquan Zhu
2025	Misc	`conf`	PAFedMIS: Personalized Asynchronous Federated Learning for Medical Image Segmentation. ICASSP Yi Li, Yue Hua, Xin Zheng, Yanqing Guo, Bo Wang
2025	—	`conf`	SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer. PAKDD (2) Zizhe Jin, Yizhen Zheng, Linhao Luo, Yixin Liu, Xin Zheng, Xuefei Yin, Vincent Lee, Shirui Pan
2025	A*	`conf`	Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation. IJCAI Yating Liu, Xin Zheng, Yi Li, Yanqing Guo
2025	A*	`conf`	Test-Time GNN Model Evaluation on Dynamic Graphs. ICDM Bo Li, Xin Zheng, Ming Jin, Can Wang, Shirui Pan
2025	A*	`conf`	Test-Time Graph Neural Dataset Search With Generative Projection. ICML Xin Zheng, Wei Huang, Chuan Zhou, Ming Li, Shirui Pan
2025	A*	`conf`	Test-Time Graph Rebirth for GNN Generalization Under Distribution Shifts. ICDM Xin Zheng, Bo Li, Yu Zheng, Qin Zhang, Haishuai Wang, Yuxuan Liang, Alan Wee-Chung Liew, Shirui Pan
2025	J	`jnl`	Test-time GNN Model Evaluation on Dynamic Graphs. CoRR Bo Li, Xin Zheng, Ming Jin, Can Wang, Shirui Pan
2025	—	`ed.`	Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2025 Workshops, ADUR, FairPC, GLFM, PM4B and RAFDA, Sydney, NSW, Australia, June 10-13, 2025, Proceedings PAKDD (Workshops) Shuhan Yuan, Fragkiskos D. Malliaros, Xin Zheng
2025	—	`conf`	VCC-Fed: A Multi-task Federated Learning Paradigm with Versatile Collaborative Clients. PAKDD (2) Yue Hua, Yi Li, Xin Zheng, Ming Yang, Haiyan Fu, Alan Wee-Chung Liew, Yanqing Guo
2024	J	`jnl`	Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning. CoRR Man Wu, Xin Zheng, Qin Zhang, Xiao Shen, Xiong Luo, Xingquan Zhu, Shirui Pan
2024	A*	`conf`	Online GNN Evaluation Under Test-time Graph Distribution Shifts. ICLR Xin Zheng, Dongjin Song, Qingsong Wen, Bo Du, Shirui Pan
2024	J	`jnl`	Online GNN Evaluation Under Test-time Graph Distribution Shifts. CoRR Xin Zheng, Dongjin Song, Qingsong Wen, Bo Du, Shirui Pan
2023	A*	`conf`	Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs. WWW Xin Zheng, Miao Zhang, Chunyang Chen, Qin Zhang, Chuan Zhou, Shirui Pan
2023	J	`jnl`	Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs. CoRR Xin Zheng, Miao Zhang, Chunyang Chen, Qin Zhang, Chuan Zhou, Shirui Pan
2023	A*	`conf`	GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels. NeurIPS Xin Zheng, Miao Zhang, Chunyang Chen, Soheila Molaei, Chuan Zhou, Shirui Pan
2023	J	`jnl`	GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels. CoRR Xin Zheng, Miao Zhang, Chunyang Chen, Soheila Molaei, Chuan Zhou, Shirui Pan
2023	J	`jnl`	Graph Neural Architecture Search with GPT-4. CoRR Haishuai Wang, Yang Gao, Xin Zheng, Peng Zhang, Hongyang Chen, Jiajun Bu
2023	J	`jnl`	Robust Physical-World Attacks on Face Recognition. Pattern Recognit. Xin Zheng, Yanbo Fan, Baoyuan Wu, Yong Zhang, Jue Wang, Shirui Pan
2023	A*	`conf`	Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data. NeurIPS Xin Zheng, Miao Zhang, Chunyang Chen, Quoc Viet Hung Nguyen, Xingquan Zhu, Shirui Pan
2023	J	`jnl`	Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data. CoRR Xin Zheng, Miao Zhang, Chunyang Chen, Quoc Viet Hung Nguyen, Xingquan Zhu, Shirui Pan
2023	J	`jnl`	Towards Data-centric Graph Machine Learning: Review and Outlook. CoRR Xin Zheng, Yixin Liu, Zhifeng Bao, Meng Fang, Xia Hu, Alan Wee-Chung Liew, Shirui Pan
2022	J	`jnl`	Graph Neural Networks for Graphs with Heterophily: A Survey. CoRR Xin Zheng, Yixin Liu, Shirui Pan, Miao Zhang, Di Jin, Philip S. Yu
2022	B	`conf`	Joint Graph-Sequence Learning for Molecular Property Prediction. IJCNN Rom Uddamvathanak, Xin Zheng, Shirui Pan
2022	A*	`conf`	Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing. ICDM Xin Zheng, Miao Zhang, Chunyang Chen, Chaojie Li, Chuan Zhou, Shirui Pan
2022	A*	`conf`	Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract). AAAI Ruibin Chen, Miao Zhang, Xin Zheng, Shirui Pan
2021	J	`jnl`	Multi-scale Multi-attention Network for Moiré Document Image Binarization. Signal Process. Image Commun. Yanqing Guo, Caijuan Ji, Xin Zheng, Qianyu Wang, Xiangyang Luo
2021	J	`jnl`	Robust Physical-World Attacks on Face Recognition. CoRR Xin Zheng, Yanbo Fan, Baoyuan Wu, Yong Zhang, Jue Wang, Shirui Pan
2020	J	`jnl`	A Survey of Deep Facial Attribute Analysis. Int. J. Comput. Vis. Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He
2020	J	`jnl`	BLAN: Bi-directional ladder attentive network for facial attribute prediction. Pattern Recognit. Xin Zheng, Huaibo Huang, Yanqing Guo, Bo Wang, Ran He
2019	J	`jnl`	$$\hbox {U}^2\hbox {F}^2\hbox {S}^2$$ U 2 F 2 S 2 : Uncovering Feature-level Similarities for Unsupervised Feature Selection. Neural Process. Lett. Xin Zheng, Yanqing Guo, Jun Guo, Xiangwei Kong
2019	—	`conf`	Adversarial Iris Super Resolution. ICB Yanqing Guo, Qianyu Wang, Huaibo Huang, Xin Zheng, Zhaofeng He
2019	—	`conf`	Moiré Pattern Removal with Multi-scale Feature Enhancing Network. ICME Workshops Tianyu Gao, Yanqing Guo, Xin Zheng, Qianyu Wang, Xiangyang Luo
2018	J	`jnl`	A Survey to Deep Facial Attribute Analysis. CoRR Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He
2018	A*	`conf`	Partial Multi-view Subspace Clustering. ACM Multimedia Nan Xu, Yanqing Guo, Xin Zheng, Qianyu Wang, Xiangyang Luo