Shirui Pan

658 papers A* 155A 25B 16C 2Misc 1Journal 429Unranked 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data.
ACM Comput. Surv.
Yiyuan Yang, Ming Jin, Haomin Wen, Chaoli Zhang, Yuxuan Liang, Lintao Ma, Yi Wang, Chenghao Liu, Bin Yang, Zenglin Xu, Shirui Pan, Qingsong Wen
2026 J jnl
A review of graph neural networks for brain diseases analysis.
Neurocomputing
Hong Yang, Ruiwen Huang, Shanshan Ye, Peng Zhang, Yuhuai Guo, Shirui Pan, Yanchun Zhang
2026 J jnl
ARES: Scalable and Practical Gradient Inversion Attack in Federated Learning through Activation Recovery.
CoRR
Zirui Gong, Leo Yu Zhang, Yanjun Zhang, Viet Vo, Tianqing Zhu, Shirui Pan, Cong Wang
2026 A* conf
Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation.
AAAI
Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan
2026 — conf
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing.
EACL (Volume 1: Long Papers)
Shigeng Chen, Linhao Luo, Zhangchi Qiu, Yanan Cao, Carl Yang, Shirui Pan
2026 J jnl
Beyond a Single Perspective: Text Anomaly Detection with Multi-View Language Representations.
CoRR
Yixin Liu, Kehan Yan, Shiyuan Li, Qingfeng Chen, Shirui Pan
2026 J jnl
Breaking the Regional Barrier: Inductive Semantic Topology Learning for Worldwide Air Quality Forecasting.
CoRR
Zhiqing Cui, Siru Zhong, Ming Jin, Shirui Pan, Qingsong Wen, Yuxuan Liang
2026 J jnl
CARD: Towards Conditional Design of Multi-agent Topological Structures.
CoRR
Tongtong Wu, Yanming Li, Ziye Tang, Chen Jiang, Linhao Luo, Guilin Qi, Shirui Pan, Gholamreza Haffari
2026 J jnl
Contrastive knowledge embedding with discriminative self-weighted sampling.
Neural Networks
Sheng Wan, Yibing Zhan, Shirui Pan, Jian Yang, Chen Gong
2026 J jnl
Coordinator: Semantic-coordinated dynamic fusion for multi-view clustering.
Inf. Fusion
Wei Lan, Yinghao Guo, Qingfeng Chen, Shichao Zhang, Shirui Pan, Huiyu Zhou, Yi Pan
2026 A* conf
Correcting False Alarms from Unseen: Adapting Graph Anomaly Detectors at Test Time.
AAAI
Junjun Pan, Yixin Liu, Chuan Zhou, Fei Xiong, Alan Wee-Chung Liew, Shirui Pan
2026 J jnl
DA-MoE: Addressing depth-sensitivity in graph-level analysis through mixture of experts.
Neural Networks
Zelin Yao, Mukun Chen, Chuang Liu, Xianke Meng, Yibing Zhan, Jia Wu, Shirui Pan, Huiting Xu, Wenbin Hu
2026 J jnl
DyJR: Preserving Diversity in Reinforcement Learning with Verifiable Rewards via Dynamic Jensen-Shannon Replay.
CoRR
Long Li, Zhijian Zhou, Tianyi Wang, Weidi Xu, Zuming Huang, Wei Chu, Zhe Wang, Shirui Pan, Chao Qu, Yuan Qi
2026 J jnl
DynHD: Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learning.
CoRR
Yanyu Qian, Yue Tan, Yixin Liu, Wang Yu, Shirui Pan
2026 — conf
EviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context Reasoning.
KDD (1)
Hengyu Zhang, Xuyun Zhang, Pengxiang Zhan, Linhao Luo, Hang Lv, Yanchao Tan, Shirui Pan, Carl Yang
2026 J jnl
From Few-Shot to Zero-Shot: Towards Generalist Graph Anomaly Detection.
CoRR
Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Philip S. Yu, Shirui Pan
2026 J jnl
Generative Causality-Driven Network for Graph Multi-Task Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Xixun Lin, Qing Yu, Yanan Cao, Lixin Zou, Chuan Zhou, Jia Wu, Chenliang Li, Peng Zhang, Shirui Pan
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 J jnl
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion.
ACM Trans. Intell. Syst. Technol.
Zicheng Zhao, Linhao Luo, Shirui Pan, Chengqi Zhang, Chen Gong
2026 J jnl
Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects.
IEEE Intell. Syst.
Yixin Liu, Guibin Zhang, Kun Wang, Shiyuan Li, Shirui Pan, Bo An
2026 A* conf
Graph-to-Tree: Topological Decomposition for Self-Supervised Learning.
WWW
Yejiang Wang, Yuhai Zhao, Fangting Li, Jiapu Wang, Meixia Wang, Ling Li, Miaomiao Huang, Zhengkui Wang, Shirui Pan
2026 A* conf
GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation.
AAAI
Xinghe Cheng, Zihan Zhang, Jiapu Wang, Liangda Fang, Chaobo He, Quanlong Guan, Shirui Pan, Weiqi Luo
2026 J jnl
Less Is More - Until It Breaks: Security Pitfalls of Vision Token Compression in Large Vision-Language Models.
CoRR
Xiaomei Zhang, Zhaoxi Zhang, Leo Yu Zhang, Yanjun Zhang, Guanhong Tao, Shirui Pan
2026 J jnl
MFDP-LeafNet: A few-shot learning method for plant species classification using multi-feature and historical dynamic prototypical network.
Multim. Tools Appl.
Md Ismail Hossen, Mohammad Awrangjeb, Shirui Pan, Mohammad Aminul Islam, Abdullah Al Mamun
2026 A* conf
Meta-Learning Driven Few-Shot Knowledge Transfer with Dual-Stage Adaptive Data Replay for Cross-Domain Recommendation.
WWW
Yilei Qiu, Fei Xiong, Jun Hu, Shirui Pan, Liang Wang
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
2026 J jnl
Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey.
ACM Comput. Surv.
Farid Saberi-Movahed, Kamal Berahmand, Razieh Sheikhpour, Yuefeng Li, Shirui Pan, Mahdi Jalili
2026 A* conf
OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models.
WWW
Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan
2026 J jnl
OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models.
CoRR
Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan
2026 J jnl
Rel-MOSS: Towards Imbalanced Relational Deep Learning on Relational Databases.
CoRR
Jun Yin, Peng Huo, Bangguo Zhu, Hao Yan, Senzhang Wang, Shirui Pan, Chengqi Zhang
2026 J jnl
SQL-ASTRA: Alleviating Sparse Feedback in Agentic SQL via Column-Set Matching and Trajectory Aggregation.
CoRR
Long Li, Zhijian Zhou, Jiangxuan Long, Peiyang Liu, Weidi Xu, Zhe Wang, Shirui Pan, Chao Qu
2026 J jnl
SimGR: Escaping the Pitfalls of Generative Decoding in LLM-based Recommendation.
CoRR
Yuanbo Zhao, Ruochen Liu, Senzhang Wang, Jun Yin, Yuxin Dong, Huan Gong, Hao Chen, Shirui Pan, Chengqi Zhang
2026 J jnl
Sonar-TS: Search-Then-Verify Natural Language Querying for Time Series Databases.
CoRR
Zhao Tan, Yiji Zhao, Shiyu Wang, Chang Xu, Yuxuan Liang, Xiping Liu, Shirui Pan, Ming Jin
2026 J jnl
TimeOmni-VL: Unified Models for Time Series Understanding and Generation.
CoRR
Tong Guan, Sheng Pan, Johan Barthelemy, Zhao Li, Yujun Cai, Cesare Alippi, Ming Jin, Shirui Pan
2026 J jnl
Towards One-for-All Anomaly Detection for Tabular Data.
CoRR
Shiyuan Li, Yixin Liu, Yu Zheng, Xiaofeng Cao, Shirui Pan, Heng Tao Shen
2026 J jnl
Variational Bayesian Flow Network for Graph Generation.
CoRR
Yida Xiong, Jiameng Chen, Xiuwen Gong, Jia Wu, Shirui Pan, Wenbin Hu
2026 A* conf
negMIX: Negative Mixup for OOD Generalization in Open-Set Node Classification.
WWW
Junwei Gong, Xiao Shen, Zhihao Chen, Shirui Pan, Xiao Wang, Xi Zhou
2026 J jnl
negMIX: Negative Mixup for OOD Generalization in Open-Set Node Classification.
CoRR
Junwei Gong, Xiao Shen, Zhihao Chen, Shirui Pan, Xiao Wang, Xi Zhou
2025 J jnl
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment.
CoRR
Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
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 J jnl
A Robust Co-Training Framework to Handle Noisy Labels for Remote Sensing Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Mitsuyoshi Otsu, Jun Zhou, Bo Han, Arnon Accad, Shirui Pan
2025 — conf
A Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare.
KDD (2)
Ran Xu, Patrick Jiang, Linhao Luo, Cao Xiao, Adam Cross, Shirui Pan, Jimeng Sun, Carl Yang
2025 J jnl
Adaptive Tokenization: On the Hop-Overpriority Problem in Tokenized Graph Learning Models.
CoRR
Zhibiao Wang, Yunlong Zhou, Ziwei Zhang, Mengmei Zhang, Shirui Pan, Chunming Hu, Xiao Wang
2025 A* conf
Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks.
AAAI
Weixuan Shen, Xiaobo Shen, Shirui Pan
2025 J jnl
Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation.
CoRR
Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan
2025 J jnl
Balancing user preferences by social networks: A condition-guided social recommendation model for mitigating popularity bias.
Neural Networks
Xin He, Wenqi Fan, Ruobing Wang, Yili Wang, Ying Wang, Shirui Pan, Xin Wang
2025 J jnl
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing.
CoRR
Shigeng Chen, Linhao Luo, Zhangchi Qiu, Yanan Cao, Carl Yang, Shirui Pan
2025 A* conf
BiMark: Unbiased Multilayer Watermarking for Large Language Models.
ICML
Xiaoyan Feng, He Zhang, Yanjun Zhang, Leo Yu Zhang, Shirui Pan
2025 J jnl
BiMark: Unbiased Multilayer Watermarking for Large Language Models.
CoRR
Xiaoyan Feng, He Zhang, Yanjun Zhang, Leo Yu Zhang, Shirui Pan
2025 J jnl
BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks.
CoRR
Rui Miao, Yixin Liu, Yili Wang, Xu Shen, Yue Tan, Yiwei Dai, Shirui Pan, Xin Wang
2025 J jnl
CARLA: Self-supervised contrastive representation learning for time series anomaly detection.
Pattern Recognit.
Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan, Charu C. Aggarwal, Mahsa Salehi
2025 J jnl
CDTP: A Large-Scale Chinese Data-Text Pair Dataset for Comprehensive Evaluation of Chinese LLMs.
CoRR
Chengwei Wu, Jiapu Wang, Mingyang Gao, Xingrui Zhuo, Jipeng Guo, Runlin Lei, Haoran Luo, Tianyu Chen, Haoyi Zhou, Shirui Pan, Zechao Li
2025 J jnl
Character-Level Perturbations Disrupt LLM Watermarks.
CoRR
Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, He Zhang, Shirui Pan, Bo Liu, Asif Qumer Gill, Leo Yu Zhang
2025 — conf
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning.
PAKDD (2)
Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2025 J jnl
Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization.
CoRR
Jiajun Yu, Yizhen Zheng, Huan Yee Koh, Shirui Pan, Tianyue Wang, Haishuai Wang
2025 A* conf
Conformal Anomaly Detection in Event Sequences.
ICML
Shuai Zhang, Chuan Zhou, Yang Liu, Peng Zhang, Xixun Lin, Shirui Pan
2025 J jnl
Continuous Evolution Pool: Taming Recurring Concept Drift in Online Time Series Forecasting.
CoRR
Tianxiang Zhan, Ming Jin, Yuanpeng He, Yuxuan Liang, Yong Deng, Shirui Pan
2025 J jnl
Contrastive Clustering Learning for Multi-Behavior Recommendation.
ACM Trans. Inf. Syst.
Wei Lan, Guoxian Zhou, Qingfeng Chen, Wenguang Wang, Shirui Pan, Yi Pan, Shichao Zhang
2025 J jnl
Correcting False Alarms from Unseen: Adapting Graph Anomaly Detectors at Test Time.
CoRR
Junjun Pan, Yixin Liu, Chuan Zhou, Fei Xiong, Alan Wee-Chung Liew, Shirui Pan
2025 J jnl
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series.
IEEE Trans. Knowl. Data Eng.
Zahra Zamanzadeh Darban, Yiyuan Yang, Geoffrey I. Webb, Charu C. Aggarwal, Qingsong Wen, Shirui Pan, Mahsa Salehi
2025 J jnl
Deep Learning for Time Series Anomaly Detection: A Survey.
ACM Comput. Surv.
Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan, Charu Aggarwal, Mahsa Salehi
2025 J jnl
Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking.
CoRR
Liangliang Zhang, Zhuorui Jiang, Hongliang Chi, Haoyang Chen, Mohammed Elkoumy, Fali Wang, Qiong Wu, Zhengyi Zhou, Shirui Pan, Suhang Wang, Yao Ma
2025 A* conf
Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation.
AAAI
Nian Rong, Fei Xiong, Shirui Pan, Guixun Luo, Jia Wu, Liang Wang
2025 J jnl
DropNaE: Alleviating irregularity for large-scale graph representation learning.
Neural Networks
Xin Liu, Xunbin Xiong, Mingyu Yan, Runzhen Xue, Shirui Pan, Songwen Pei, Lei Deng, Xiaochun Ye, Dongrui Fan
2025 J jnl
Dual variational graph contrastive learning for social recommendation.
Knowl. Based Syst.
Yifan Wang, Fei Xiong, Zhiyuan Zhang, Shirui Pan, Liang Wang, Hongshu Chen
2025 J jnl
Education-Oriented Graph Retrieval-Augmented Generation for Learning Path Recommendation.
CoRR
Xinghe Cheng, Zihan Zhang, Jiapu Wang, Liangda Fang, Chaobo He, Quanlong Guan, Shirui Pan, Weiqi Luo
2025 A* conf
Effective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs.
WWW
Xingrui Zhuo, Jiapu Wang, Gongqing Wu, Shirui Pan, Xindong Wu
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 A* conf
Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning.
EMNLP
Yu Liu, Yanan Cao, Xixun Lin, Yanmin Shang, Shi Wang, Shirui Pan
2025 J jnl
Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning.
CoRR
Yu Liu, Yanan Cao, Xixun Lin, Yanmin Shang, Shi Wang, Shirui Pan
2025 A* conf
Equivalence is All: A Unified View for Self-supervised Graph Learning.
ICML
Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Ling Li, Jiapu Wang, Fangting Li, Miaomiao Huang, Shirui Pan, Xingwei Wang
2025 J jnl
Equivariant Hypergraph Diffusion for Crystal Structure Prediction.
CoRR
Yang Liu, Chuan Zhou, Shuai Zhang, Peng Zhang, Xixun Lin, Shirui Pan
2025 J jnl
Estimating Time Series Foundation Model Transferability via In-Context Learning.
CoRR
Qingren Yao, Ming Jin, Chengqi Zhang, Chao-Han Huck Yang, Jun Qi, Shirui Pan
2025 J jnl
EventTSF: Event-Aware Non-Stationary Time Series Forecasting.
CoRR
Yunfeng Ge, Ming Jin, Yiji Zhao, Hongyan Li, Bo Du, Chang Xu, Shirui Pan
2025 J jnl
Explainable and Fine-Grained Safeguarding of LLM Multi-Agent Systems via Bi-Level Graph Anomaly Detection.
CoRR
Junjun Pan, Yixin Liu, Rui Miao, Kaize Ding, Yu Zheng, Quoc Viet Hung Nguyen, Alan Wee-Chung Liew, Shirui Pan
2025 J jnl
Exploring Gradient-Guided Masked Language Model to Detect Textual Adversarial Attacks.
CoRR
Xiaomei Zhang, Zhaoxi Zhang, Yanjun Zhang, Xufei Zheng, Leo Yu Zhang, Shengshan Hu, Shirui Pan
2025 J jnl
Extracting Private Training Data in Federated Learning From Clients.
IEEE Trans. Inf. Forensics Secur.
Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shirui Pan, Kok-Leong Ong, Jun Zhang, Yang Xiang
2025 Misc conf
FDR-CultivarNet: Feature Decomposition and Reconstruction Network for Few-Shot Cultivar Leaf Classification.
DICTA
Md Ismail Hossen, Mohammad Aminul Islam, Mohammad Awrangjeb, Shirui Pan
2025 — conf
Few-Shot Learning on Graphs: From Meta-Learning to LLM-empowered Pre-Training and Beyond.
WWW (Companion Volume)
Yuan Fang, Yuxia Wu, Xingtong Yu, Shirui Pan
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 — conf
Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey.
KDD (2)
Yuxuan Liang, Haomin Wen, Yutong Xia, Ming Jin, Bin Yang, Flora Salim, Qingsong Wen, Shirui Pan, Gao Cong
2025 J jnl
Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey.
CoRR
Yuxuan Liang, Haomin Wen, Yutong Xia, Ming Jin, Bin Yang, Flora Salim, Qingsong Wen, Shirui Pan, Gao Cong
2025 A conf
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection.
CIKM
Yunfeng Zhao, Yixin Liu, Shiyuan Li, Qingfeng Chen, Yu Zheng, Shirui Pan
2025 J jnl
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection.
CoRR
Yunfeng Zhao, Yixin Liu, Shiyuan Li, Qingfeng Chen, Yu Zheng, Shirui Pan
2025 J jnl
G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge.
CoRR
Linhao Luo, Zicheng Zhao, Junnan Liu, Zhangchi Qiu, Junnan Dong, Serge Panev, Chen Gong, Thuy-Trang Vu, Gholamreza Haffari, Dinh Q. Phung, Alan Wee-Chung Liew, Shirui Pan
2025 J jnl
GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation.
CoRR
Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Dinh Q. Phung, Chen Gong, Shirui Pan
2025 J jnl
GatorCLR: Personalized predictions of patient outcomes on electronic health records using self-supervised contrastive graph representation.
J. Biomed. Informatics
Yuxi Liu, Zhenhao Zhang, Jiacong Mi, Shirui Pan, Tianlong Chen, Yi Guo, Xing He, Jiang Bian
2025 J jnl
GenIAS: Generator for Instantiating Anomalies in time Series.
CoRR
Zahra Zamanzadeh Darban, Qizhou Wang, Geoffrey I. Webb, Shirui Pan, Charu C. Aggarwal, Mahsa Salehi
2025 J jnl
Graph Convolutional Multi-Label Hashing for Cross-Modal Retrieval.
IEEE Trans. Neural Networks Learn. Syst.
Xiaobo Shen, Yinfan Chen, Weiwei Liu, Yuhui Zheng, Quan-Sen Sun, Shirui Pan
2025 — conf
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems.
PAKDD (3)
Zhangchi Qiu, Linhao Luo, Zicheng Zhao, Shirui Pan, Alan Wee-Chung Liew
2025 J jnl
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems.
CoRR
Zhangchi Qiu, Linhao Luo, Zicheng Zhao, Shirui Pan, Alan Wee-Chung Liew
2025 A* conf
Graph Sparsification via Mixture of Graphs.
ICLR
Guibin Zhang, Xiangguo Sun, Yanwei Yue, Chonghe Jiang, Kun Wang, Tianlong Chen, Shirui Pan
2025 J jnl
Graph positive-unlabeled learning via Bootstrapping Label Disambiguation.
Neural Networks
Chunquan Liang, Luyue Wang, Xinyuan Feng, Yuying Cheng, Mei Li, Shirui Pan, Hongming Zhang
2025 J jnl
Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects.
CoRR
Yixin Liu, Guibin Zhang, Kun Wang, Shiyuan Li, Shirui Pan
2025 A* conf
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models.
ICML
Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Yuan-Fang Li, Chen Gong, Shirui Pan
2025 J jnl
Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities.
CoRR
Yuanchen Bei, Weizhi Zhang, Siwen Wang, Weizhi Chen, Sheng Zhou, Hao Chen, Yong Li, Jiajun Bu, Shirui Pan, Yizhou Yu, Irwin King, Fakhri Karray, Philip S. Yu
2025 J jnl
INSPIRE-GNN: Intelligent Sensor Placement to Improve Sparse Bicycling Network Prediction via Reinforcement Learning Boosted Graph Neural Networks.
CoRR
Mohit Gupta, Debjit Bhowmick, Rhys Newbury, Meead Saberi, Shirui Pan, Ben Beck
2025 — conf
Integrating Large Language Models and Knowledge Graphs for Next-level AGI.
WWW (Companion Volume)
Linhao Luo, Carl Yang, Evgeny Kharlamov, Shirui Pan
2025 J jnl
Intellectual Property in Graph-Based Machine Learning as a Service: Attacks and Defenses.
CoRR
Lincan Li, Bolin Shen, Chenxi Zhao, Yuxiang Sun, Kaixiang Zhao, Shirui Pan, Yushun Dong
2025 J jnl
Interactive Graph Learning for Multilevel Network Alignment.
IEEE Trans. Neural Networks Learn. Syst.
Pengfei Jiao, Yuanqi Liu, Yinghui Wang, Huijun Tang, Zhidong Zhao, Shirui Pan
2025 J jnl
Knowledge Graphs and Pretrained Language Models Enhanced Representation Learning for Conversational Recommender Systems.
IEEE Trans. Neural Networks Learn. Syst.
Zhangchi Qiu, Ye Tao, Shirui Pan, Alan Wee-Chung Liew
2025 J jnl
Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning.
CoRR
Xingrui Zhuo, Jiapu Wang, Gongqing Wu, Zhongyuan Wang, Jichen Zhang, Shirui Pan, Xindong Wu
2025 J jnl
Knowledge-aware contrastive heterogeneous molecular graph learning.
CoRR
Mukun Chen, Jia Wu, Shirui Pan, Fu Lin, Bo Du, Xiuwen Gong, Wenbin Hu
2025 J jnl
Knowledge-aware contrastive heterogeneous molecular graph learning.
PLoS Comput. Biol.
Mukun Chen, Jia Wu, Shirui Pan, Fu Lin, Bo Du, Xiuwen Gong, Wenbin Hu
2025 J jnl
LLM-Virus: Evolutionary Jailbreak Attack on Large Language Models.
CoRR
Miao Yu, Junfeng Fang, Yingjie Zhou, Xing Fan, Kun Wang, Shirui Pan, Qingsong Wen
2025 J jnl
LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions.
CoRR
Xixun Lin, Yucheng Ning, Jingwen Zhang, Yan Dong, Yilong Liu, Yongxuan Wu, Xiaohua Qi, Nan Sun, Yanmin Shang, Pengfei Cao, Lixin Zou, Xu Chen, Chuan Zhou, Jia Wu, Shirui Pan, Bin Wang, Yanan Cao, Kai Chen, Songlin Hu, Li Guo
2025 J jnl
LLM-powered explanations: Unraveling recommendations through subgraph reasoning.
Knowl. Based Syst.
Guangsi Shi, Xiaofeng Deng, Linhao Luo, Lijuan Xia, Lei Bao, Bei Ye, Fei Du, Shirui Pan, Yuxiao Li
2025 J jnl
Large language models for drug discovery and development.
Patterns
Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Madeleine Yang, Lauren T. May, Geoffrey I. Webb, Li Li, Shirui Pan, George Church
2025 J jnl
Large language models for scientific discovery in molecular property prediction.
Nat. Mac. Intell.
Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Anh T. N. Nguyen, Lauren T. May, Geoffrey I. Webb, Shirui Pan
2025 A* conf
Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective.
ICML
Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Shirui Pan, Chuan Chen
2025 J jnl
LexGenius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence.
CoRR
Wenjin Liu, Haoran Luo, Xin Feng, Xiang Ji, Lijuan Zhou, Rui Mao, Jiapu Wang, Shirui Pan, Erik Cambria
2025 J jnl
M
CoRR
Jiaxin Ju, Yizhen Zheng, Huan Yee Koh, Can Wang, Shirui Pan
2025 J jnl
MVSF-AB: accurate antibody-antigen binding affinity prediction via multi-view sequence feature learning.
Bioinform.
Minghui Li, Yao Shi, Shengqing Hu, Shengshan Hu, Peijin Guo, Wei Wan, Leo Yu Zhang, Shirui Pan, Jizhou Li, Lichao Sun, Xiaoli Lan
2025 A* conf
M^2LLM: Multi-view Molecular Representation Learning with Large Language Models.
IJCAI
Jiaxin Ju, Yizhen Zheng, Huan Yee Koh, Can Wang, Shirui Pan
2025 J jnl
Memory in the Age of AI Agents.
CoRR
Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang, Wangchunshu Zhou, Yixin Liu, Dawei Cheng, Qi Zhang, Tao Gui, Shirui Pan, Yan Zhang, Philip Torr, Zhicheng Dou, Ji-Rong Wen, Xuanjing Huang, Yu-Gang Jiang, Shuicheng Yan
2025 A* conf
Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification.
ICML
Langzhang Liang, Fanchen Bu, Zixing Song, Zenglin Xu, Shirui Pan, Kijung Shin
2025 J jnl
Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification.
CoRR
Langzhang Liang, Fanchen Bu, Zixing Song, Zenglin Xu, Shirui Pan, Kijung Shin
2025 A conf
Mosaic: Client-driven Account Allocation Framework in Sharded Blockchains.
ICDCS
Yuanzhe Zhang, Shirui Pan, Jiangshan Yu
2025 J jnl
Mosaic: Client-driven Account Allocation Framework in Sharded Blockchains.
CoRR
Yuanzhe Zhang, Shirui Pan, Jiangshan Yu
2025 J jnl
Multi-Modal Multi-Kernel Graph Learning for Autism Prediction and Biomarker Discovery.
IEEE Trans. Comput. Biol. Bioinform.
Jin Liu, Junbin Mao, Hanhe Lin, Hulin Kuang, Shirui Pan, Xusheng Wu, Shan Xie, Fei Liu, Yi Pan
2025 J jnl
Multi-view contrastive learning with Static attributes and Dynamic interests for Sequential Recommendation.
Appl. Intell.
Mukun Chen, Jia Wu, Shirui Pan, Xiantao Cai, Bo Du, Wenbin Hu, Huiting Xu
2025 A* conf
N2GON: Neural Networks for Graph-of-Net with Position Awareness.
ICML
Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Wen Shan, Ling Li, Qian Li, Miaomiao Huang, Meixia Wang, Shirui Pan, Xingwei Wang
2025 J jnl
Nonlinear Matrix Factorization With Cognitive Opinion Formation for Social Recommendation.
IEEE Trans. Syst. Man Cybern. Syst.
Fei Xiong, Xuelian Ni, Shirui Pan, Hongshu Chen, Liang Wang, Zheng Yan
2025 A* conf
Not All Edges are Equally Robust: Evaluating the Robustness of Ranking-Based Federated Learning.
SP
Zirui Gong, Yanjun Zhang, Leo Yu Zhang, Zhaoxi Zhang, Yong Xiang, Shirui Pan
2025 J jnl
Not All Edges are Equally Robust: Evaluating the Robustness of Ranking-Based Federated Learning.
CoRR
Zirui Gong, Yanjun Zhang, Leo Yu Zhang, Zhaoxi Zhang, Yong Xiang, Shirui Pan
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 A* conf
Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment.
AAAI
Xiao Shen, Zhihao Chen, Shirui Pan, Shuang Zhou, Laurence T. Yang, Xi Zhou
2025 J jnl
Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment.
CoRR
Xiao Shen, Zhihao Chen, Shirui Pan, Shuang Zhou, Laurence T. Yang, Xi Zhou
2025 J jnl
Out-of-Distribution Detection on Graphs: A Survey.
CoRR
Tingyi Cai, Yunliang Jiang, Yixin Liu, Ming Li, Changqin Huang, Shirui Pan
2025 A* conf
Personalized Multi-Interest Modeling for Cross-Domain Recommendation to Cold-Start Users.
ICDE
Xiaodong Li, Jiawei Sheng, Jiangxia Cao, Xinghua Zhang, Wenyuan Zhang, Yong Sun, Shirui Pan, Zhihong Tian, Tingwen Liu
2025 A* conf
Progressive Prefix-Memory Tuning for Complex Logical Query Answering on Knowledge Graphs.
IJCAI
Xingrui Zhuo, Shirui Pan, Jiapu Wang, Gongqing Wu, Zan Zhang, Rui Li, Zizhong Wei, Xindong Wu
2025 J jnl
RHGNN: imposing relational inductive bias for heterogeneous graph neural network.
Int. J. Mach. Learn. Cybern.
Shichao Zhu, Shuai Zhang, Yang Liu, Chuan Zhou, Shirui Pan, Zhao Li, Hongyang Chen
2025 J jnl
Raising the Bar in Graph OOD Generalization: Invariant Learning Beyond Explicit Environment Modeling.
CoRR
Xu Shen, Yixin Liu, Yili Wang, Rui Miao, Yiwei Dai, Shirui Pan, Xin Wang
2025 A* conf
Reasoning Over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations.
ICDM
Zhangchi Qiu, Linhao Luo, Shirui Pan, Alan Wee-Chung Liew
2025 J jnl
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack.
IEEE Trans. Knowl. Data Eng.
Xin Liu, Yuxiang Zhang, Meng Wu, Mingyu Yan, Kun He, Wei Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
2025 A* conf
Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning.
AAAI
Fei Xiong, Tao Zhang, Shirui Pan, Guixun Luo, Liang Wang
2025 J jnl
Safety at Scale: A Comprehensive Survey of Large Model Safety.
CoRR
Xingjun Ma, Yifeng Gao, Yixu Wang, Ruofan Wang, Xin Wang, Ye Sun, Yifan Ding, Hengyuan Xu, Yunhao Chen, Yunhan Zhao, Hanxun Huang, Yige Li, Jiaming Zhang, Xiang Zheng, Yang Bai, Zuxuan Wu, Xipeng Qiu, Jingfeng Zhang, Yiming Li, Jun Sun, Cong Wang, Jindong Gu, Baoyuan Wu, Siheng Chen, Tianwei Zhang, Yang Liu, Mingming Gong, Tongliang Liu, Shirui Pan, Cihang Xie, Tianyu Pang, Yinpeng Dong, Ruoxi Jia, Yang Zhang, Shiqing Ma, Xiangyu Zhang, Neil Gong, Chaowei Xiao, Sarah M. Erfani, Bo Li, Masashi Sugiyama, Dacheng Tao, James Bailey, Yu-Gang Jiang
2025 J jnl
Safety at Scale: A Comprehensive Survey of Large Model and Agent Safety.
Found. Trends Priv. Secur.
Xingjun Ma, Yifeng Gao, Yixu Wang, Ruofan Wang, Xin Wang, Ye Sun, Yifan Ding, Hengyuan Xu, Yunhao Chen, Yunhao Zhao, Hanxun Huang, Yige Li, Yutao Wu, Jiaming Zhang, Xiang Zheng, Yang Bai, Yiming Li, Zuxuan Wu, Xipeng Qiu, Jingfeng Zhang, Xudong Han, Haonan Li, Jun Sun, Cong Wang, Jindong Gu, Baoyuan Wu, Siheng Chen, Tianwei Zhang, Yang Liu, Mingming Gong, Tongliang Liu, Shirui Pan, Cihang Xie, Tianyu Pang, Yinpeng Dong, Ruoxi Jia, Yang Zhang, Shiqing Ma, Xiangyu Zhang, Neil Gong, Chaowei Xiao, Sarah M. Erfani, Tim Baldwin, Bo Li, Masashi Sugiyama, Dacheng Tao, James Bailey, Yu-Gang Jiang
2025 J jnl
ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models.
CoRR
Bosong Huang, Ming Jin, Yuxuan Liang, Johan Barthelemy, Debo Cheng, Qingsong Wen, Chenghao Liu, Shirui Pan
2025 A* conf
Sharpness-aware Zeroth-order Optimization for Graph Transformers.
IJCAI
Yang Liu, Chuan Zhou, Yuhan Lin, Shuai Zhang, Yang Gao, Zhao Li, Shirui Pan
2025 — conf
SoK: A Deep Dive Into Anti-money Laundering Techniques for Blockchain Cryptocurrencies.
ACISP (1)
Qishuang Fu, Joseph K. Liu, Shirui Pan, Tsz Hon Yuen
2025 J jnl
Spatiotemporal Pretrained Large Language Model for Forecasting With Missing Values.
IEEE Internet Things J.
Le Fang, Wei Xiang, Shirui Pan, Flora D. Salim, Yi-Ping Phoebe Chen
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
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models.
IJCAI
Yunfeng Ge, Jiawei Li, Yiji Zhao, Haomin Wen, Zhao Li, Meikang Qiu, Hongyan Li, Ming Jin, Shirui Pan
2025 J jnl
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models.
CoRR
Yunfeng Ge, Jiawei Li, Yiji Zhao, Haomin Wen, Zhao Li, Meikang Qiu, Hongyan Li, Ming Jin, Shirui Pan
2025 A* conf
TED++: Submanifold-Aware Backdoor Detection via Layerwise Tubular-Neighbourhood Screening.
ICDM
Nam Le, Leo Yu Zhang, Kewen Liao, Shirui Pan, Wei Luo
2025 J jnl
TED++: Submanifold-Aware Backdoor Detection via Layerwise Tubular-Neighbourhood Screening.
CoRR
Nam Le, Leo Yu Zhang, Kewen Liao, Shirui Pan, Wei Luo
2025 A* conf
TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs.
AAAI
Qin Zhang, Xiaowei Li, Ziqi Liu, Xiaochen Fan, Xiaojun Chen, Shirui Pan
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 J jnl
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward.
CoRR
Long Li, Jiaran Hao, Jason Klein Liu, Zhijian Zhou, Xiaoyu Tan, Wei Chu, Zhe Wang, Shirui Pan, Chao Qu, Yuan Qi
2025 J jnl
The Rise of Small Language Models.
IEEE Intell. Syst.
Qin Zhang, Ziqi Liu, Shirui Pan
2025 — conf
The Workshop of Artificial Intelligence for Web-Centric Time Series Analysis (AI4TS): Theory, Algorithms, and Applications.
WWW (Companion Volume)
Ming Jin, Mahsa Salehi, Yuxuan Liang, Dongjin Song, Flora Salim, Min Wu, Shirui Pan, Qingsong Wen
2025 A* conf
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting.
ICML
Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan
2025 J jnl
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting.
CoRR
Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan
2025 J jnl
TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models.
CoRR
Tong Guan, Zijie Meng, Dianqi Li, Shiyu Wang, Chao-Han Huck Yang, Qingsong Wen, Zuozhu Liu, Sabato Marco Siniscalchi, Ming Jin, Shirui Pan
2025 J jnl
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting.
IEEE Trans. Pattern Anal. Mach. Intell.
Ming Jin, Guangsi Shi, Yuan-Fang Li, Bo Xiong, Tian Zhou, Flora D. Salim, Liang Zhao, Lingfei Wu, Qingsong Wen, Shirui Pan
2025 A* conf
Towards Neural Scaling Laws for Time Series Foundation Models.
ICLR
Qingren Yao, Chao-Han Huck Yang, Renhe Jiang, Yuxuan Liang, Ming Jin, Shirui Pan
2025 J jnl
Transfer learning in agriculture: a review.
Artif. Intell. Rev.
Md Ismail Hossen, Mohammad Awrangjeb, Shirui Pan, Abdullah Al Mamun
2025 J jnl
Transforming Urban Dynamics: Harnessing Large Language Models for Smarter Mobility.
IEEE Intell. Syst.
Hao Xue, Ming Jin, Shirui Pan, Flora Salim
2025 J jnl
Uncertainty-Aware Graph Neural Networks: A Multi-Hop Evidence Fusion Approach.
CoRR
Qingfeng Chen, Shiyuan Li, Yixin Liu, Shirui Pan, Geoffrey I. Webb, Shichao Zhang
2025 J jnl
Uncertainty-Aware Graph Neural Networks: A Multihop Evidence Fusion Approach.
IEEE Trans. Neural Networks Learn. Syst.
Qingfeng Chen, Shiyuan Li, Yixin Liu, Shirui Pan, Geoffrey I. Webb, Shichao Zhang
2025 A* conf
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems.
EMNLP
Xu Shen, Yixin Liu, Yiwei Dai, Yili Wang, Rui Miao, Yue Tan, Shirui Pan, Xin Wang
2025 J jnl
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems.
CoRR
Xu Shen, Yixin Liu, Yiwei Dai, Yili Wang, Rui Miao, Yue Tan, Shirui Pan, Xin Wang
2025 — conf
Uni-MRL: Unified MultiModal Molecular Representation Learning with Large Language Models and Graph Neural Networks.
PAKDD (5)
Jiaxin Ju, Yizhen Zheng, Huan Yee Koh, Shirui Pan
2025 J jnl
Unified Knowledge-Guided Molecular Graph Encoder with multimodal fusion and multi-task learning.
Neural Networks
Mukun Chen, Xiuwen Gong, Shirui Pan, Jia Wu, Fu Lin, Bo Du, Wenbin Hu
2025 A* conf
Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark.
ICLR
Yili Wang, Yixin Liu, Xu Shen, Chenyu Li, Rui Miao, Kaize Ding, Ying Wang, Shirui Pan, Xin Wang
2025 A* conf
Unleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism.
WWW
Jun Yin, Zhengxin Zeng, Mingzheng Li, Hao Yan, Chaozhuo Li, Weihao Han, Jianjin Zhang, Ruochen Liu, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Shirui Pan, Senzhang Wang
2024 J jnl
A Cross-Field Fusion Strategy for Drug-Target Interaction Prediction.
CoRR
Hongzhi Zhang, Xiuwen Gong, Shirui Pan, Jia Wu, Bo Du, Wenbin Hu
2024 J jnl
A Survey of Hallucination in Large Visual Language Models.
CoRR
Wei Lan, Wenyi Chen, Qingfeng Chen, Shirui Pan, Huiyu Zhou, Yi Pan
2024 J jnl
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data.
CoRR
Yiyuan Yang, Ming Jin, Haomin Wen, Chaoli Zhang, Yuxuan Liang, Lintao Ma, Yi Wang, Chenghao Liu, Bin Yang, Zenglin Xu, Jiang Bian, Shirui Pan, Qingsong Wen
2024 J jnl
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, Cesare Alippi, Geoffrey I. Webb, Irwin King, Shirui Pan
2024 A* conf
ARC: A Generalist Graph Anomaly Detector with In-Context Learning.
NeurIPS
Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Shirui Pan
2024 J jnl
ARC: A Generalist Graph Anomaly Detector with In-Context Learning.
CoRR
Yixin Liu, Shiyuan Li, Yu Zheng, Qingfeng Chen, Chengqi Zhang, Shirui Pan
2024 J jnl
Advancing mRNA subcellular localization prediction with graph neural network and RNA structure.
Bioinform.
Fuyi Li, Yue Bi, Xudong Guo, Xiaolan Tan, Cong Wang, Shirui Pan
2024 J jnl
All Nodes are created Not Equal: Node-Specific Layer Aggregation and Filtration for GNN.
CoRR
Shilong Wang, Hao Wu, Yifan Duan, Guibin Zhang, Guohao Li, Yuxuan Liang, Shirui Pan, Kun Wang, Yang Wang
2024 J jnl
An Inductive Reasoning Model based on Interpretable Logical Rules over temporal knowledge graph.
Neural Networks
Xin Mei, Libin Yang, Zuowei Jiang, Xiaoyan Cai, Dehong Gao, Junwei Han, Shirui Pan
2024 A* conf
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective.
NeurIPS
Jiaxi Hu, Yuehong Hu, Wei Chen, Ming Jin, Shirui Pan, Qingsong Wen, Yuxuan Liang
2024 J jnl
Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective.
CoRR
Jiaxi Hu, Yuehong Hu, Wei Chen, Ming Jin, Shirui Pan, Qingsong Wen, Yuxuan Liang
2024 A* conf
Augmented Commonsense Knowledge for Remote Object Grounding.
AAAI
Bahram Mohammadi, Yicong Hong, Yuankai Qi, Qi Wu, Shirui Pan, Javen Qinfeng Shi
2024 J jnl
Augmented Commonsense Knowledge for Remote Object Grounding.
CoRR
Bahram Mohammadi, Yicong Hong, Yuankai Qi, Qi Wu, Shirui Pan, Javen Qinfeng Shi
2024 J jnl
Balancing User Preferences by Social Networks: A Condition-Guided Social Recommendation Model for Mitigating Popularity Bias.
CoRR
Xin He, Wenqi Fan, Ruobing Wang, Yili Wang, Ying Wang, Shirui Pan, Xin Wang
2024 J jnl
Bi-SGTAR: A simple yet efficient model for circRNA-disease association prediction based on known association pair only.
Knowl. Based Syst.
Shiyuan Li, Qingfeng Chen, Zhixian Liu, Shirui Pan, Shichao Zhang
2024 J jnl
Boosting Graph Contrastive Learning via Adaptive Sampling.
IEEE Trans. Neural Networks Learn. Syst.
Sheng Wan, Yibing Zhan, Shuo Chen, Shirui Pan, Jian Yang, Dacheng Tao, Chen Gong
2024 J jnl
Bootstrap Latent Prototypes for graph positive-unlabeled learning.
Inf. Fusion
Chunquan Liang, Yi Tian, Dongmin Zhao, Mei Li, Shirui Pan, Hongming Zhang, Jicheng Wei
2024 J jnl
Breaking the curse of dimensional collapse in graph contrastive learning: A whitening perspective.
Inf. Sci.
Yang Tao, Kai Guo, Yizhen Zheng, Shirui Pan, Xiaofeng Cao, Yi Chang
2024 A* conf
CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection.
IJCAI
Qin Zhang, Jiexin Lu, Xiaowei Li, Huisi Wu, Shirui Pan, Junyang Chen
2024 J jnl
Characterizing Secretion System Effector Proteins With Structure-Aware Graph Neural Networks and Pre-Trained Language Models.
IEEE J. Biomed. Health Informatics
Zixu Ran, Cong Wang, Heyun Sun, Shirui Pan, Fuyi Li
2024 J jnl
Co-augmentation of structure and feature for boosting graph contrastive learning.
Inf. Sci.
Peng Bao, Rong Yan, Shirui Pan
2024 J jnl
Community Preserving Social Recommendation with Cyclic Transfer Learning.
ACM Trans. Inf. Syst.
Xuelian Ni, Fei Xiong, Shirui Pan, Jia Wu, Liang Wang, Hongshu Chen
2024 J jnl
Complex query answering over knowledge graphs foundation model using region embeddings on a lie group.
World Wide Web (WWW)
Zhengyun Zhou, Guojia Wan, Shirui Pan, Jia Wu, Wenbin Hu, Bo Du
2024 J jnl
ConTIG: Continuous representation learning on temporal interaction graphs.
Neural Networks
Zihui Wang, Peizhen Yang, Xiaoliang Fan, Xu Yan, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang, Rongshan Yu
2024 J jnl
Continual Learning for Large Language Models: A Survey.
CoRR
Tongtong Wu, Linhao Luo, Yuan-Fang Li, Shirui Pan, Thuy-Trang Vu, Gholamreza Haffari
2024 J jnl
Contrastive Graph Similarity Networks.
ACM Trans. Web
Luzhi Wang, Yizhen Zheng, Di Jin, Fuyi Li, Yongliang Qiao, Shirui Pan
2024 J jnl
Correlation-Aware Spatial-Temporal Graph Learning for Multivariate Time-Series Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Khoa Tran Phan, Shirui Pan, Yi-Ping Phoebe Chen, Wei Xiang
2024 A* conf
Cost-effective Data Labelling for Graph Neural Networks.
WWW
Shixun Huang, Ge Lee, Zhifeng Bao, Shirui Pan
2024 J jnl
DA-MoE: Addressing Depth-Sensitivity in Graph-Level Analysis through Mixture of Experts.
CoRR
Zelin Yao, Chuang Liu, Xianke Meng, Yibing Zhan, Jia Wu, Shirui Pan, Wenbin Hu
2024 J jnl
Decision-focused Graph Neural Networks for Combinatorial Optimization.
CoRR
Yang Liu, Chuan Zhou, Peng Zhang, Shirui Pan, Zhao Li, Hongyang Chen
2024 A conf
Differentiating Choices via Commonality for Multiple-Choice Question Answering.
ECAI
Wenqing Deng, Zhe Wang, Kewen Wang, Shirui Pan, Xiaowang Zhang, Zhiyong Feng
2024 J jnl
Differentiating Choices via Commonality for Multiple-Choice Question Answering.
CoRR
Wenqing Deng, Zhe Wang, Kewen Wang, Shirui Pan, Xiaowang Zhang, Zhiyong Feng
2024 A* conf
Divide and Denoise: Empowering Simple Models for Robust Semi-Supervised Node Classification against Label Noise.
KDD
Kaize Ding, Xiaoxiao Ma, Yixin Liu, Shirui Pan
2024 J jnl
Domain-Adaptive Graph Attention-Supervised Network for Cross-Network Edge Classification.
IEEE Trans. Neural Networks Learn. Syst.
Xiao Shen, Mengqiu Shao, Shirui Pan, Laurence T. Yang, Xi Zhou
2024 J jnl
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs.
CoRR
Dongyuan Li, Shiyin Tan, Ying Zhang, Ming Jin, Shirui Pan, Manabu Okumura, Renhe Jiang
2024 A* conf
EGonc : Energy-based Open-Set Node Classification with substitute Unknowns.
NeurIPS
Qin Zhang, Zelin Shi, Shirui Pan, Junyang Chen, Huisi Wu, Xiaojun Chen
2024 J jnl
Effective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs.
CoRR
Xingrui Zhuo, Jiapu Wang, Gongqing Wu, Shirui Pan, Xindong Wu
2024 J jnl
Emerging trends in federated learning: from model fusion to federated X learning.
Int. J. Mach. Learn. Cybern.
Shaoxiong Ji, Yue Tan, Teemu Saravirta, Zhiqin Yang, Yixin Liu, Lauri Vasankari, Shirui Pan, Guodong Long, Anwar Walid
2024 J jnl
Evaluating the effects of Data Sparsity on the Link-level Bicycling Volume Estimation: A Graph Convolutional Neural Network Approach.
CoRR
Mohit Gupta, Debjit Bhowmick, Meead Saberi, Shirui Pan, Ben Beck
2024 J jnl
FCFDA: Fine-Coarse-Fine Progressive Graph Framework With Distribution Alignment for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Bing Yang, Shirui Pan, Weiwei Sun, Ziyang Guo, Zhijing Ye, Jiangtao Peng
2024 A* conf
FedPFT: Federated Proxy Fine-Tuning of Foundation Models.
IJCAI
Zhaopeng Peng, Xiaoliang Fan, Yufan Chen, Zheng Wang, Shirui Pan, Chenglu Wen, Ruisheng Zhang, Cheng Wang
2024 J jnl
FedPFT: Federated Proxy Fine-Tuning of Foundation Models.
CoRR
Zhaopeng Peng, Xiaoliang Fan, Yufan Chen, Zheng Wang, Shirui Pan, Chenglu Wen, Ruisheng Zhang, Cheng Wang
2024 J jnl
Flow2GNN: Flexible Two-Way Flow Message Passing for Enhancing GNNs Beyond Homophily.
IEEE Trans. Cybern.
Changqin Huang, Yi Wang, Yunliang Jiang, Ming Li, Xiaodi Huang, Shijin Wang, Shirui Pan, Chuan Zhou
2024 A* conf
Foundation Models for Time Series Analysis: A Tutorial and Survey.
KDD
Yuxuan Liang, Haomin Wen, Yuqi Nie, Yushan Jiang, Ming Jin, Dongjin Song, Shirui Pan, Qingsong Wen
2024 J jnl
Foundation Models for Time Series Analysis: A Tutorial and Survey.
CoRR
Yuxuan Liang, Haomin Wen, Yuqi Nie, Yushan Jiang, Ming Jin, Dongjin Song, Shirui Pan, Qingsong Wen
2024 A* conf
GOODAT: Towards Test-Time Graph Out-of-Distribution Detection.
AAAI
Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua
2024 J jnl
GOODAT: Towards Test-time Graph Out-of-Distribution Detection.
CoRR
Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua
2024 A* conf
Gradformer: Graph Transformer with Exponential Decay.
IJCAI
Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Shirui Pan, Wenbin Hu
2024 J jnl
Gradformer: Graph Transformer with Exponential Decay.
CoRR
Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Shirui Pan, Wenbin Hu
2024 J jnl
Gradient Transformation: Towards Efficient and Model-Agnostic Unlearning for Dynamic Graph Neural Networks.
CoRR
He Zhang, Bang Wu, Xiangwen Yang, Xingliang Yuan, Chengqi Zhang, Shirui Pan
2024 A* conf
Graph Attention Network with High-Order Neighbor Information Propagation for Social Recommendation.
IJCAI
Fei Xiong, Haoran Sun, Gui Xun Luo, Shirui Pan, Meikang Qiu, Liang Wang
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
Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification.
ICML
Xixun Lin, Wenxiao Zhang, Fengzhao Shi, Chuan Zhou, Lixin Zou, Xiangyu Zhao, Dawei Yin, Shirui Pan, Yanan Cao
2024 J jnl
Graph Sparsification via Mixture of Graphs.
CoRR
Guibin Zhang, Xiangguo Sun, Yanwei Yue, Kun Wang, Tianlong Chen, Shirui Pan
2024 J jnl
Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values.
CoRR
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Haishuai Wang, Khoa Tran Phan, Yi-Ping Phoebe Chen, Shirui Pan, Wei Xiang
2024 J jnl
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion.
CoRR
Zicheng Zhao, Linhao Luo, Shirui Pan, Chengqi Zhang, Chen Gong
2024 J jnl
Graph Structure Reshaping Against Adversarial Attacks on Graph Neural Networks.
IEEE Trans. Knowl. Data Eng.
Haibo Wang, Chuan Zhou, Xin Chen, Jia Wu, Shirui Pan, Zhao Li, Jilong Wang, Philip S. Yu
2024 J jnl
Graph spatiotemporal process for multivariate time series anomaly detection with missing values.
Inf. Fusion
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Haishuai Wang, Khoa Tran Phan, Yi-Ping Phoebe Chen, Shirui Pan, Wei Xiang
2024 J jnl
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models.
CoRR
Linhao Luo, Zicheng Zhao, Chen Gong, Gholamreza Haffari, Shirui Pan
2024 A* conf
GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks.
NDSS
Bang Wu, He Zhang, Xiangwen Yang, Shuo Wang, Minhui Xue, Shirui Pan, Xingliang Yuan
2024 J jnl
Guest Editorial TBD Special Issue on Graph Machine Learning for Recommender Systems.
IEEE Trans. Big Data
Senzhang Wang, Changdong Wang, Di Jin, Shirui Pan, Philip S. Yu
2024 J jnl
Guest Editorial: Deep Neural Networks for Graphs: Theory, Models, Algorithms, and Applications.
IEEE Trans. Neural Networks Learn. Syst.
Ming Li, Alessio Micheli, Yu Guang Wang, Shirui Pan, Pietro Lió, Giorgio Stefano Gnecco, Marcello Sanguineti
2024 J jnl
Hi-GMAE: Hierarchical Graph Masked Autoencoders.
CoRR
Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Dapeng Tao, Jia Wu, Wenbin Hu, Shirui Pan, Bo Du
2024 A* conf
IME: Integrating Multi-curvature Shared and Specific Embedding for Temporal Knowledge Graph Completion.
WWW
Jiapu Wang, Zheng Cui, Boyue Wang, Shirui Pan, Junbin Gao, Baocai Yin, Wen Gao
2024 J jnl
IME: Integrating Multi-curvature Shared and Specific Embedding for Temporal Knowledge Graph Completion.
CoRR
Jiapu Wang, Zheng Cui, Boyue Wang, Shirui Pan, Junbin Gao, Baocai Yin, Wen Gao
2024 J jnl
Improving Augmentation Consistency for Graph Contrastive Learning.
Pattern Recognit.
Weixin Bu, Xiaofeng Cao, Yizhen Zheng, Shirui Pan
2024 J jnl
Integrating Graphs With Large Language Models: Methods and Prospects.
IEEE Intell. Syst.
Shirui Pan, Yizhen Zheng, Yixin Liu
2024 J jnl
Interpretable Traffic Accident Prediction: Attention Spatial-Temporal Multi-Graph Traffic Stream Learning Approach.
IEEE Trans. Intell. Transp. Syst.
Chaojie Li, Borui Zhang, Zeyu Wang, Yin Yang, Xiaojun Zhou, Shirui Pan, Xinghuo Yu
2024 J jnl
Knowledge Graph and Large Language Model Co-learning via Structure-oriented Retrieval Augmented Generation.
IEEE Data Eng. Bull.
Carl Yang, Ran Xu, Linhao Luo, Shirui Pan
2024 J jnl
LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning.
CoRR
Guangsi Shi, Xiaofeng Deng, Linhao Luo, Lijuan Xia, Lei Bao, Bei Ye, Fei Du, Shirui Pan, Yuxiao Li
2024 J jnl
Large Language Model Watermark Stealing With Mixed Integer Programming.
CoRR
Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shengshan Hu, Asif Gill, Shirui Pan
2024 J jnl
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials.
CoRR
Yizhen Zheng, Huan Yee Koh, Maddie Yang, Li Li, Lauren T. May, Geoffrey I. Webb, Shirui Pan, George Church
2024 A* conf
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning.
NeurIPS
Jiapu Wang, Kai Sun, Linhao Luo, Wei Wei, Yongli Hu, Alan Wee-Chung Liew, Shirui Pan, Baocai Yin
2024 J jnl
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning.
CoRR
Jiapu Wang, Kai Sun, Linhao Luo, Wei Wei, Yongli Hu, Alan Wee-Chung Liew, Shirui Pan, Baocai Yin
2024 J jnl
MADE: Multicurvature Adaptive Embedding for Temporal Knowledge Graph Completion.
IEEE Trans. Cybern.
Jiapu Wang, Boyue Wang, Junbin Gao, Shirui Pan, Tengfei Liu, Baocai Yin, Wen Gao
2024 A conf
Maximizing Malicious Influence in Node Injection Attack.
WSDM
Xiao Zhang, Peng Bao, Shirui Pan
2024 A* conf
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning.
AAAI
Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
2024 A conf
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation.
CIKM
Shiyuan Li, Yixin Liu, Qingfeng Chen, Geoffrey I. Webb, Shirui Pan
2024 J jnl
Noise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation.
CoRR
Shiyuan Li, Yixin Liu, Qingfeng Chen, Geoffrey I. Webb, Shirui Pan
2024 J jnl
Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey.
CoRR
Farid Saberi-Movahed, Kamal Berahmand, Razieh Sheikhpour, Yuefeng Li, 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
2024 A* conf
Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models.
KDD
Xu Shen, Yili Wang, Kaixiong Zhou, Shirui Pan, Xin Wang
2024 J jnl
Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models.
CoRR
Xu Shen, Yili Wang, Kaixiong Zhou, Shirui Pan, Xin Wang
2024 J jnl
PLANNER: A Multi-Scale Deep Language Model for the Origins of Replication Site Prediction.
IEEE J. Biomed. Health Informatics
Cong Wang, ZhiJie He, Runchang Jia, Shirui Pan, Lachlan J. M. Coin, Jiangning Song, Fuyi Li
2024 J jnl
Physicochemical graph neural network for learning protein-ligand interaction fingerprints from sequence data.
Nat. Mac. Intell.
Huan Yee Koh, Anh T. N. Nguyen, Shirui Pan, Lauren T. May, Geoffrey I. Webb
2024 J jnl
Position Paper: What Can Large Language Models Tell Us about Time Series Analysis.
CoRR
Ming Jin, Yifan Zhang, Wei Chen, Kexin Zhang, Yuxuan Liang, Bin Yang, Jindong Wang, Shirui Pan, Qingsong Wen
2024 A* conf
Position: What Can Large Language Models Tell Us about Time Series Analysis.
ICML
Ming Jin, Yifan Zhang, Wei Chen, Kexin Zhang, Yuxuan Liang, Bin Yang, Jindong Wang, Shirui Pan, Qingsong Wen
2024 J jnl
ROG
CoRR
Qin Zhang, Xiaowei Li, Jiexin Lu, Liping Qiu, Shirui Pan, Xiaojun Chen, Junyang Chen
2024 A* conf
ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning.
AAAI
Qin Zhang, Xiaowei Li, Jiexin Lu, Liping Qiu, Shirui Pan, Xiaojun Chen, Junyang Chen
2024 A* conf
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning.
ICLR
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2024 J jnl
Regressor-free Molecule Generation to Support Drug Response Prediction.
CoRR
Kun Li, Xiuwen Gong, Shirui Pan, Jia Wu, Bo Du, Wenbin Hu
2024 J jnl
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack.
CoRR
Xin Liu, Yuxiang Zhang, Meng Wu, Mingyu Yan, Kun He, Wei Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
2024 A* conf
Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification.
SP
Bang Wu, Xingliang Yuan, Shuo Wang, Qi Li, Minhui Xue, Shirui Pan
2024 J jnl
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects.
IEEE Trans. Pattern Anal. Mach. Intell.
Kexin Zhang, Qingsong Wen, Chaoli Zhang, Rongyao Cai, Ming Jin, Yong Liu, James Y. Zhang, Yuxuan Liang, Guansong Pang, Dongjin Song, Shirui Pan
2024 A* conf
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs.
ICML
Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi
2024 J jnl
Sign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs.
CoRR
Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi
2024 A* conf
Similarity Preserving Transformer Cross-Modal Hashing for Video-Text Retrieval.
ACM Multimedia
Qianxin Huang, Siyao Peng, Xiaobo Shen, Yunhao Yuan, Shirui Pan
2024 J jnl
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting.
IEEE Trans. Knowl. Data Eng.
Chuanpan Zheng, Xiaoliang Fan, Shirui Pan, Haibing Jin, Zhaopeng Peng, Zonghan Wu, Cheng Wang, Philip S. Yu
2024 A conf
Stealing Watermarks of Large Language Models via Mixed Integer Programming.
ACSAC
Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shengshan Hu, Asif Gill, Shirui Pan
2024 J jnl
Temporal dynamics unleashed: Elevating variational graph attention.
Knowl. Based Syst.
Soheila Molaei, Ghazaleh Niknam, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Hadi Zare, Tingting Zhu, Shirui Pan, David A. Clifton
2024 J jnl
Text-Guided Multi-Property Molecular Optimization with a Diffusion Language Model.
CoRR
Yida Xiong, Kun Li, Weiwei Liu, Jia Wu, Bo Du, Shirui Pan, Wenbin Hu
2024 A* conf
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs.
KDD
Kun Wang, Guibin Zhang, Xinnan Zhang, Junfeng Fang, Xun Wu, Guohao Li, Shirui Pan, Wei Huang, Yuxuan Liang
2024 J jnl
The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs.
CoRR
Kun Wang, Guibin Zhang, Xinnan Zhang, Junfeng Fang, Xun Wu, Guohao Li, Shirui Pan, Wei Huang, Yuxuan Liang
2024 A* conf
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.
ICLR
Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y. Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, Qingsong Wen
2024 J jnl
Toward Graph Self-Supervised Learning With Contrastive Adjusted Zooming.
IEEE Trans. Neural Networks Learn. Syst.
Yizhen Zheng, Ming Jin, Shirui Pan, Yuan-Fang Li, Hao Peng, Ming Li, Zhao Li
2024 J jnl
Towards Flexible and Adaptive Neural Process for Cold-Start Recommendation.
IEEE Trans. Knowl. Data Eng.
Xixun Lin, Chuan Zhou, Jia Wu, Lixin Zou, Shirui Pan, Yanan Cao, Bin Wang, Shuaiqiang Wang, Dawei Yin
2024 A* conf
Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation.
AAAI
Di Mi, Yanjun Zhang, Leo Yu Zhang, Shengshan Hu, Qi Zhong, Haizhuan Yuan, Shirui Pan
2024 J jnl
Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation.
CoRR
Di Mi, Yanjun Zhang, Leo Yu Zhang, Shengshan Hu, Qi Zhong, Haizhuan Yuan, Shirui Pan
2024 J jnl
Towards Neural Scaling Laws for Time Series Foundation Models.
CoRR
Qingren Yao, Chao-Han Huck Yang, Renhe Jiang, Yuxuan Liang, Ming Jin, Shirui Pan
2024 J jnl
Towards complex dynamic physics system simulation with graph neural ordinary equations.
Neural Networks
Guangsi Shi, Daokun Zhang, Ming Jin, Shirui Pan, Philip S. Yu
2024 J jnl
TraverseNet: Unifying Space and Time in Message Passing for Traffic Forecasting.
IEEE Trans. Neural Networks Learn. Syst.
Zonghan Wu, Da Zheng, Shirui Pan, Quan Gan, Guodong Long, George Karypis
2024 J jnl
Trustworthy Graph Neural Networks: Aspects, Methods, and Trends.
Proc. IEEE
He Zhang, Bang Wu, Xingliang Yuan, Shirui Pan, Hanghang Tong, Jian Pei
2024 A* conf
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness.
ICML
Guibin Zhang, Yanwei Yue, Kun Wang, Junfeng Fang, Yongduo Sui, Kai Wang, Yuxuan Liang, Dawei Cheng, Shirui Pan, Tianlong Chen
2024 J jnl
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness.
CoRR
Guibin Zhang, Yanwei Yue, Kun Wang, Junfeng Fang, Yongduo Sui, Kai Wang, Yuxuan Liang, Dawei Cheng, Shirui Pan, Tianlong Chen
2024 A* conf
Uncovering the Redundancy in Graph Self-supervised Learning Models.
NeurIPS
Zhibiao Wang, Xiao Wang, Haoyue Deng, Nian Liu, Shirui Pan, Chunming Hu
2024 J jnl
Unifying Large Language Models and Knowledge Graphs: A Roadmap.
IEEE Trans. Knowl. Data Eng.
Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu
2024 J jnl
Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark.
CoRR
Yili Wang, Yixin Liu, Xu Shen, Chenyu Li, Kaize Ding, Rui Miao, Ying Wang, Shirui Pan, Xin Wang
2024 J jnl
Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator.
CoRR
Jun Yin, Zhengxin Zeng, Mingzheng Li, Hao Yan, Chaozhuo Li, Weihao Han, Jianjin Zhang, Ruochen Liu, Allen Sun, Denvy Deng, Feng Sun, Qi Zhang, Shirui Pan, Senzhang Wang
2024 A* conf
Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks.
ICDE
He Zhang, Xingliang Yuan, Shirui Pan
2024 A* conf
Unsupervised Deep Graph Structure and Embedding Learning.
IJCAI
Xiaobo Shen, Lei Shi, Xiuwen Gong, Shirui Pan
2024 J jnl
Unveiling User Preferences: A Knowledge Graph and LLM-Driven Approach for Conversational Recommendation.
CoRR
Zhangchi Qiu, Linhao Luo, Shirui Pan, Alan Wee-Chung Liew
2024 J jnl
VR-GNN: variational relation vector graph neural network for modeling homophily and heterophily.
World Wide Web (WWW)
Fengzhao Shi, Yanan Cao, Ren Li, Xixun Lin, Yanmin Shang, Chuan Zhou, Jia Wu, Shirui Pan
2023 J jnl
A Comprehensive Survey on Distributed Training of Graph Neural Networks.
Proc. IEEE
Haiyang Lin, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Shirui Pan, Wenguang Chen, Yuan Xie
2023 B conf
A Minimal Approach for Natural Language Action Space in Text-based Games.
CoNLL
Dongwon Ryu, Meng Fang, Gholamreza Haffari, Shirui Pan, Ehsan Shareghi
2023 J jnl
A Minimal Approach for Natural Language Action Space in Text-based Games.
CoRR
Dongwon Kelvin Ryu, Meng Fang, Shirui Pan, Gholamreza Haffari, Ehsan Shareghi
2023 J jnl
A Novel Neural-symbolic System under Statistical Relational Learning.
CoRR
Dongran Yu, Xueyan Liu, Shirui Pan, Anchen Li, Bo Yang
2023 J jnl
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning.
IEEE Trans. Knowl. Data Eng.
Di Jin, Zhizhi Yu, Pengfei Jiao, Shirui Pan, Dongxiao He, Jia Wu, Philip S. Yu, Weixiong Zhang
2023 J jnl
A Survey on Fairness-aware Recommender Systems.
CoRR
Di Jin, Luzhi Wang, He Zhang, Yizhen Zheng, Weiping Ding, Feng Xia, Shirui Pan
2023 J jnl
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection.
CoRR
Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, Cesare Alippi, Geoffrey I. Webb, Irwin King, Shirui Pan
2023 J jnl
A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects.
CoRR
Jiapu Wang, Boyue Wang, Meikang Qiu, Shirui Pan, Bo Xiong, Heng Liu, Linhao Luo, Tengfei Liu, Yongli Hu, Baocai Yin, Wen Gao
2023 J jnl
A disentangled linguistic graph model for explainable aspect-based sentiment analysis.
Knowl. Based Syst.
Xiaoyong Mei, Yougen Zhou, Chenjing Zhu, Mengting Wu, Ming Li, Shirui Pan
2023 J jnl
A survey on fairness-aware recommender systems.
Inf. Fusion
Di Jin, Luzhi Wang, He Zhang, Yizhen Zheng, Weiping Ding, Feng Xia, Shirui Pan
2023 J jnl
A survey on neural-symbolic learning systems.
Neural Networks
Dongran Yu, Bo Yang, Dayou Liu, Hui Wang, Shirui Pan
2023 J jnl
ATTIC is an integrated approach for predicting A-to-I RNA editing sites in three species.
Briefings Bioinform.
Ruyi Chen, Fuyi Li, Xudong Guo, Yue Bi, Chen Li, Shirui Pan, Lachlan J. M. Coin, Jiangning Song
2023 J jnl
An Empirical Survey on Long Document Summarization: Datasets, Models, and Metrics.
ACM Comput. Surv.
Huan Yee Koh, Jiaxin Ju, Ming Liu, Shirui Pan
2023 J jnl
Anomaly Detection in Dynamic Graphs via Transformer.
IEEE Trans. Knowl. Data Eng.
Yixin Liu, Shirui Pan, Yu Guang Wang, Fei Xiong, Liang Wang, Qingfeng Chen, Vincent Cheng-Siong Lee
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 J jnl
Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic Filtering.
IEEE Trans. Knowl. Data Eng.
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang
2023 A* conf
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating.
AAAI
Yixin Liu, Yizhen Zheng, Daokun Zhang, Vincent C. S. Lee, Shirui Pan
2023 J jnl
CARLA: A Self-supervised Contrastive Representation Learning Approach for Time Series Anomaly Detection.
CoRR
Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan, Mahsa Salehi
2023 J jnl
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning.
CoRR
Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2023 J jnl
Client-side Gradient Inversion Against Federated Learning from Poisoning.
CoRR
Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shirui Pan, Kok-Leong Ong, Jun Zhang, Yang Xiang
2023 J jnl
Compact network embedding for fast node classification.
Pattern Recognit.
Xiaobo Shen, Yew-Soon Ong, Zheng Mao, Shirui Pan, Weiwei Liu, Yuhui Zheng
2023 A* conf
Compatible Transformer for Irregularly Sampled Multivariate Time Series.
ICDM
Yuxi Wei, Juntong Peng, Tong He, Chenxin Xu, Jian Zhang, Shirui Pan, Siheng Chen
2023 J jnl
Compatible Transformer for Irregularly Sampled Multivariate Time Series.
CoRR
Yuxi Wei, Juntong Peng, Tong He, Chenxin Xu, Jian Zhang, Shirui Pan, Siheng Chen
2023 J jnl
Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly Detection.
CoRR
Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Khoa Tran Phan, Shirui Pan, Yi-Ping Phoebe Chen, Wei Xiang
2023 J jnl
Corrigendum to " Domain-adaptive Message Passing Graph Neural Network" [Neural Netw. 164 (2023) 439-454].
Neural Networks
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
2023 A* conf
CurvDrop: A Ricci Curvature Based Approach to Prevent Graph Neural Networks from Over-Smoothing and Over-Squashing.
WWW
Yang Liu, Chuan Zhou, Shirui Pan, Jia Wu, Zhao Li, Hongyang Chen, Peng Zhang
2023 A* conf
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks.
ICML
He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan
2023 J jnl
Digerati - A multipath parallel hybrid deep learning framework for the identification of mycobacterial PE/PPE proteins.
Comput. Biol. Medicine
Fuyi Li, Xudong Guo, Yue Bi, Runchang Jia, Miranda E. Pitt, Shirui Pan, Shuqin Li, Robin B. Gasser, Lachlan J. M. Coin, Jiangning Song
2023 J jnl
Domain-adaptive Graph Attention-supervised Network for Cross-network Edge Classification.
CoRR
Xiao Shen, Mengqiu Shao, Shirui Pan, Laurence T. Yang, Xi Zhou
2023 J jnl
Domain-adaptive Message Passing Graph Neural Network.
CoRR
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
2023 J jnl
Domain-adaptive message passing graph neural network.
Neural Networks
Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou
2023 A* conf
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation.
WWW
Di Jin, Luzhi Wang, Yizhen Zheng, Guojie Song, Fei Jiang, Xiang Li, Wei Lin, Shirui Pan
2023 J jnl
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation.
CoRR
Di Jin, Luzhi Wang, Yizhen Zheng, Guojie Song, Fei Jiang, Xiang Li, Wei Lin, Shirui Pan
2023 J jnl
DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks.
Neural Networks
Ghazaleh Niknam, Soheila Molaei, Hadi Zare, Shirui Pan, Mahdi Jalili, Tingting Zhu, David A. Clifton
2023 J jnl
Explainable Hyperbolic Temporal Point Process for User-Item Interaction Sequence Generation.
ACM Trans. Inf. Syst.
Yuchen Zhou, Yanan Cao, Yanmin Shang, Chuan Zhou, Shirui Pan, Zheng Lin, Qian Li
2023 A conf
Fast Heterogeneous Federated Learning with Hybrid Client Selection.
UAI
Duanxiao Song, Guangyuan Shen, Dehong Gao, Libin Yang, Xukai Zhou, Shirui Pan, Wei Lou, Fang Zhou
2023 A* conf
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs.
ICML
Yizhen Zheng, He Zhang, Vincent Cheng-Siong Lee, Yu Zheng, Xiao Wang, Shirui Pan
2023 J jnl
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs.
CoRR
Yizhen Zheng, He Zhang, Vincent C. S. Lee, Yu Zheng, Xiao Wang, Shirui Pan
2023 J jnl
G
CoRR
Qin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan
2023 A* conf
G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns.
IJCAI
Qin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, 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 A conf
GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection.
WSDM
Yixin Liu, Kaize Ding, Huan Liu, Shirui Pan
2023 J jnl
GPTBIAS: A Comprehensive Framework for Evaluating Bias in Large Language Models.
CoRR
Jiaxu Zhao, Meng Fang, Shirui Pan, Wenpeng Yin, Mykola Pechenizkiy
2023 J jnl
Gated graph convolutional network with enhanced representation and joint attention for distant supervised heterogeneous relation extraction.
World Wide Web (WWW)
Xiang Ying, Zechen Meng, Mankun Zhao, Mei Yu, Shirui Pan, Xuewei Li
2023 J jnl
Geometric Relational Embeddings: A Survey.
CoRR
Bo Xiong, Mojtaba Nayyeri, Ming Jin, Yunjie He, Michael Cochez, Shirui Pan, Steffen Staab
2023 J jnl
GoLoG: Global-to-Local Decoupling Graph Network With Joint Optimization for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Bing Yang, Hailiang Ye, Ming Li, Feilong Cao, Shirui Pan
2023 A* conf
Graph Convolutional Incomplete Multi-modal Hashing.
ACM Multimedia
Xiaobo Shen, Yinfan Chen, Shirui Pan, Weiwei Liu, Yuhui Zheng
2023 J jnl
Graph Self-Supervised Learning: A Survey.
IEEE Trans. Knowl. Data Eng.
Yixin Liu, Ming Jin, Shirui Pan, Chuan Zhou, Yu Zheng, Feng Xia, Philip S. Yu
2023 A conf
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs.
WSDM
Linhao Luo, Gholamreza Haffari, Shirui Pan
2023 J jnl
Graph representation learning based on deep generative gaussian mixture models.
Neurocomputing
Ghazaleh Niknam, Soheila Molaei, Hadi Zare, David A. Clifton, Shirui Pan
2023 J jnl
GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks.
CoRR
Bang Wu, He Zhang, Xiangwen Yang, Shuo Wang, Minhui Xue, Shirui Pan, Xingliang Yuan
2023 J jnl
Heterogeneous deep graph convolutional network with citation relational BERT for COVID-19 inline citation recommendation.
Expert Syst. Appl.
Tao Dai, Jie Zhao, Dehong Li, Shun Tian, Xiangmo Zhao, Shirui Pan
2023 J jnl
Hierarchical attention neural network for information cascade prediction.
Inf. Sci.
Chu Zhong, Fei Xiong, Shirui Pan, Liang Wang, Xi Xiong
2023 — conf
How Does ChatGPT Affect Fake News Detection Systems?
ADMA (2)
Bo Li, Jiaxin Ju, Can Wang, Shirui Pan
2023 J jnl
How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting?
CoRR
Ming Jin, Guangsi Shi, Yuan-Fang Li, Qingsong Wen, Bo Xiong, Tian Zhou, Shirui Pan
2023 J jnl
Integrating Graphs with Large Language Models: Methods and Prospects.
CoRR
Shirui Pan, Yizhen Zheng, Yixin Liu
2023 J jnl
Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender Systems.
CoRR
Zhangchi Qiu, Ye Tao, Shirui Pan, Alan Wee-Chung Liew
2023 J jnl
Large Language Models for Scientific Synthesis, Inference and Explanation.
CoRR
Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Anh T. N. Nguyen, Lauren T. May, Geoffrey I. Webb, Shirui Pan
2023 J jnl
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook.
CoRR
Ming Jin, Qingsong Wen, Yuxuan Liang, Chaoli Zhang, Siqiao Xue, Xue Wang, James Zhang, Yi Wang, Haifeng Chen, Xiaoli Li, Shirui Pan, Vincent S. Tseng, Yu Zheng, Lei Chen, Hui Xiong
2023 J jnl
Learning Graph Representations With Maximal Cliques.
IEEE Trans. Neural Networks Learn. Syst.
Soheila Molaei, Nima Ghanbari Bousejin, Hadi Zare, Mahdi Jalili, Shirui Pan
2023 A* conf
Learning Strong Graph Neural Networks with Weak Information.
KDD
Yixin Liu, Kaize Ding, Jianling Wang, Vincent C. S. Lee, Huan Liu, Shirui Pan
2023 J jnl
Learning Strong Graph Neural Networks with Weak Information.
CoRR
Yixin Liu, Kaize Ding, Jianling Wang, Vincent C. S. Lee, Huan Liu, Shirui Pan
2023 A* conf
MAMDR: A Model Agnostic Learning Framework for Multi-Domain Recommendation.
ICDE
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Shirui Pan
2023 J jnl
Multi-modal Multi-kernel Graph Learning for Autism Prediction and Biomarker Discovery.
CoRR
Junbin Mao, Jin Liu, Hanhe Lin, Hulin Kuang, Shirui Pan, Yi Pan
2023 J jnl
Multivariate Time Series Forecasting With Dynamic Graph Neural ODEs.
IEEE Trans. Knowl. Data Eng.
Ming Jin, Yu Zheng, Yuan-Fang Li, Siheng Chen, Bin Yang, Shirui Pan
2023 A* conf
Neighbor Contrastive Learning on Learnable Graph Augmentation.
AAAI
Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang
2023 J jnl
Neighbor Contrastive Learning on Learnable Graph Augmentation.
CoRR
Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang
2023 J jnl
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning.
CoRR
Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
2023 A* conf
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion.
SIGIR
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2023 J jnl
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion.
CoRR
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2023 J jnl
On the Interaction between Node Fairness and Edge Privacy in Graph Neural Networks.
CoRR
He Zhang, Xingliang Yuan, Quoc Viet Hung Nguyen, Shirui Pan
2023 A* conf
PREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly Detection.
ICDM
Junjun Pan, Yixin Liu, Yizhen Zheng, Shirui Pan
2023 J jnl
PREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly Detection.
CoRR
Junjun Pan, Yixin Liu, Yizhen Zheng, Shirui Pan
2023 J jnl
Predicting Best-Selling New Products in a Major Promotion Campaign Through Graph Convolutional Networks.
IEEE Trans. Neural Networks Learn. Syst.
Chaojie Li, Wensen Jiang, Yin Yang, Shirui Pan, Gang Huang, Lijie Guo
2023 J jnl
Projective Ranking-Based GNN Evasion Attacks.
IEEE Trans. Knowl. Data Eng.
He Zhang, Xingliang Yuan, Chuan Zhou, Shirui Pan
2023 J jnl
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning.
CoRR
Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2023 J jnl
Reinforced, Incremental and Cross-Lingual Event Detection From Social Messages.
IEEE Trans. Pattern Anal. Mach. Intell.
Hao Peng, Ruitong Zhang, Shaoning Li, Yuwei Cao, Shirui Pan, Philip S. Yu
2023 A* conf
Robust Graph Representation Learning for Local Corruption Recovery.
WWW
Bingxin Zhou, Yuanhong Jiang, Yuguang Wang, Jingwei Liang, Junbin Gao, Shirui Pan, Xiaoqun Zhang
2023 A* conf
Robust Network Alignment with the Combination of Structure and Attribute Embeddings.
ICDM
Jingkai Peng, Fei Xiong, Shirui Pan, Liang Wang, Xi Xiong
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 J jnl
Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification.
CoRR
Bang Wu, Xingliang Yuan, Shuo Wang, Qi Li, Minhui Xue, Shirui Pan
2023 J jnl
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects.
CoRR
Kexin Zhang, Qingsong Wen, Chaoli Zhang, Rongyao Cai, Ming Jin, Yong Liu, James Zhang, Yuxuan Liang, Guansong Pang, Dongjin Song, Shirui Pan
2023 — conf
Shrinking Embeddings for Hyper-Relational Knowledge Graphs.
ACL (1)
Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab
2023 J jnl
Shrinking Embeddings for Hyper-Relational Knowledge Graphs.
CoRR
Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab
2023 A* conf
Simple and Efficient Heterogeneous Graph Neural Network.
AAAI
Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
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
Task Scheduling in Three-Dimensional Spatial Crowdsourcing: A Social Welfare Perspective.
IEEE Trans. Mob. Comput.
Liang Wang, Dingqi Yang, Zhiwen Yu, Fei Xiong, Lei Han, Shirui Pan, Bin Guo
2023 A conf
The 3rd International Workshop on Machine Learning on Graphs (MLoG).
WSDM
Tyler Derr, Yao Ma, Benedek Rozemberczki, Neil Shah, Shirui Pan
2023 J jnl
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models.
CoRR
Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y. Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, Qingsong Wen
2023 J jnl
Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain.
CoRR
Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu
2023 J jnl
Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs.
CoRR
Guangsi Shi, Daokun Zhang, Ming Jin, 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
2023 — conf
Towards Few-Shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-Guided Neural Process Approach.
ECML/PKDD (3)
Zicheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong
2023 J jnl
Towards Few-shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-guided Neural Process Approach.
CoRR
Zicheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong
2023 A* conf
Towards Self-Interpretable Graph-Level Anomaly Detection.
NeurIPS
Yixin Liu, Kaize Ding, Qinghua Lu, Fuyi Li, Leo Yu Zhang, Shirui Pan
2023 J jnl
Towards Self-Interpretable Graph-Level Anomaly Detection.
CoRR
Yixin Liu, Kaize Ding, Qinghua Lu, Fuyi Li, Leo Yu Zhang, Shirui Pan
2023 A* conf
TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems.
ICDE
Yuanzhe Zhang, Shirui Pan, Jiangshan Yu
2023 J jnl
Unifying Large Language Models and Knowledge Graphs: A Roadmap.
CoRR
Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu
2022 J jnl
A Comprehensive Survey on Distributed Training of Graph Neural Networks.
CoRR
Haiyang Lin, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Shirui Pan, Wenguang Chen, Yuan Xie
2022 A* conf
A Dynamic Variational Framework for Open-World Node Classification in Structured Sequences.
ICDM
Qin Zhang, Qincai Li, Xiaojun Chen, Peng Zhang, Shirui Pan, Philippe Fournier-Viger, Joshua Zhexue Huang
2022 A* conf
A Probabilistic Graphical Model Based on Neural-symbolic Reasoning for Visual Relationship Detection.
CVPR
Dongran Yu, Bo Yang, Qianhao Wei, Anchen Li, Shirui Pan
2022 J jnl
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications.
IEEE Trans. Neural Networks Learn. Syst.
Shaoxiong Ji, Shirui Pan, Erik Cambria, Pekka Marttinen, Philip S. Yu
2022 — ed.
Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings, Part I
ADMA (1)
Weitong Chen, Lina Yao, Taotao Cai, Shirui Pan, Tao Shen, Xue Li
2022 — ed.
Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings, Part II
ADMA (2)
Weitong Chen, Lina Yao, Taotao Cai, Shirui Pan, Tao Shen, Xue Li
2022 J jnl
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics.
CoRR
Huan Yee Koh, Jiaxin Ju, Ming Liu, Shirui Pan
2022 J jnl
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning.
IEEE Trans. Neural Networks Learn. Syst.
Yixin Liu, Zhao Li, Shirui Pan, Chen Gong, Chuan Zhou, George Karypis
2022 J jnl
Attraction and Repulsion: Unsupervised Domain Adaptive Graph Contrastive Learning Network.
IEEE Trans. Emerg. Top. Comput. Intell.
Man Wu, Shirui Pan, Xingquan Zhu
2022 A* conf
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule.
CVPR
Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Su, Jilin Hu, Gholamreza Haffari, Bin Yang
2022 J jnl
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating.
CoRR
Yixin Liu, Yizhen Zheng, Daokun Zhang, Vincent C. S. Lee, Shirui Pan
2022 A* conf
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning.
IJCAI
Di Jin, Luzhi Wang, Yizhen Zheng, Xiang Li, Fei Jiang, Wei Lin, Shirui Pan
2022 J jnl
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning.
CoRR
Di Jin, Luzhi Wang, Yizhen Zheng, Xiang Li, Fei Jiang, Wei Lin, Shirui Pan
2022 J jnl
Collective Behavior Analysis and Graph Mining in Social Networks 2021.
Complex.
Fei Xiong, Shirui Pan, Xuzhen Zhu
2022 J jnl
Compact Scheduling for Task Graph Oriented Mobile Crowdsourcing.
IEEE Trans. Mob. Comput.
Liang Wang, Zhiwen Yu, Qi Han, Dingqi Yang, Shirui Pan, Yuan Yao, Daqing Zhang
2022 A* conf
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation.
CVPR
Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang
2022 J jnl
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation.
CoRR
Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang
2022 A conf
Cyclic Transfer Learning for Recommender Systems with Heterogeneous Feedbacks.
SDM
Xuelian Ni, Fei Xiong, Yutian Hu, Shirui Pan, Hongshu Chen, Liang Wang
2022 J jnl
Cyclic label propagation for graph semi-supervised learning.
World Wide Web
Zhao Li, Yixin Liu, Zhen Zhang, Shirui Pan, Jianliang Gao, Jiajun Bu
2022 J jnl
Deep Learning for Time Series Anomaly Detection: A Survey.
CoRR
Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan, Charu C. Aggarwal, Mahsa Salehi
2022 J jnl
Deep neighbor-aware embedding for node clustering in attributed graphs.
Pattern Recognit.
Chun Wang, Shirui Pan, Celina Ping Yu, Ruiqi Hu, Guodong Long, Chengqi Zhang
2022 J jnl
Discrete embedding for attributed graphs.
Pattern Recognit.
Hong Yang, Ling Chen, Shirui Pan, Haishuai Wang, Peng Zhang
2022 J jnl
Dual Interactive Graph Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sheng Wan, Shirui Pan, Ping Zhong, Xiaojun Chang, Jian Yang, Chen Gong
2022 A* conf
Dual Space Graph Contrastive Learning.
WWW
Haoran Yang, Hongxu Chen, Shirui Pan, Lin Li, Philip S. Yu, Guandong Xu
2022 J jnl
Dual Space Graph Contrastive Learning.
CoRR
Haoran Yang, Hongxu Chen, Shirui Pan, Lin Li, Philip S. Yu, Guandong Xu
2022 A* conf
Exploring Relational Semantics for Inductive Knowledge Graph Completion.
AAAI
Changjian Wang, Xiaofei Zhou, Shirui Pan, Linhua Dong, Zeliang Song, Ying Sha
2022 J jnl
Fast Heterogeneous Federated Learning with Hybrid Client Selection.
CoRR
Guangyuan Shen, Dehong Gao, Duanxiao Song, Libin Yang, Xukai Zhou, Shirui Pan, Wei Lou, Fang Zhou
2022 A conf
Fine-grained Attributed Graph Clustering.
SDM
Zhao Kang, Zhanyu Liu, Shirui Pan, Ling Tian
2022 — conf
Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games.
ACL (2)
Dongwon Ryu, Ehsan Shareghi, Meng Fang, Yunqiu Xu, Shirui Pan, Gholamreza Haffari
2022 J jnl
From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach.
CoRR
Yu Zheng, Ming Jin, Yixin Liu, Lianhua Chi, Khoa Tran Phan, Shirui Pan, Yi-Ping Phoebe Chen
2022 J jnl
GCNFusion: An efficient graph convolutional network based model for information diffusion.
Expert Syst. Appl.
Bahareh Fatemi, Soheila Molaei, Shirui Pan, Samira Abbasgholizadeh Rahimi
2022 J jnl
GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection.
CoRR
Yixin Liu, Kaize Ding, Huan Liu, Shirui Pan
2022 J jnl
Geometry Contrastive Learning on Heterogeneous Graphs.
CoRR
Shichao Zhu, Chuan Zhou, Anfeng Cheng, Shirui Pan, Shuaiqiang Wang, Dawei Yin, Bin Wang
2022 J jnl
Graph Neural Network for Local Corruption Recovery.
CoRR
Bingxin Zhou, Yuanhong Jiang, Yu Guang Wang, Jingwei Liang, Junbin Gao, Shirui Pan, Xiaoqun Zhang
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 J jnl
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs.
CoRR
Linhao Luo, Reza Haffari, Shirui Pan
2022 J jnl
Guest Editorial: Graph-powered machine learning in future-generation computing systems.
Future Gener. Comput. Syst.
Shirui Pan, Shaoxiong Ji, Di Jin, Feng Xia, Philip S. Yu
2022 A* conf
How Far are We from Robust Long Abstractive Summarization?
EMNLP
Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan
2022 J jnl
How Far are We from Robust Long Abstractive Summarization?
CoRR
Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan
2022 J jnl
IGNSCDA: Predicting CircRNA-Disease Associations Based on Improved Graph Convolutional Network and Negative Sampling.
IEEE ACM Trans. Comput. Biol. Bioinform.
Wei Lan, Yi Dong, Qingfeng Chen, Jin Liu, Jianxin Wang, Yi-Ping Phoebe Chen, Shirui Pan
2022 B conf
Improving Factual Consistency of Dialogue Summarization with Fact-Augmentation Mechanism.
IJCNN
Wenya Li, Xiaofei Zhou, Xu Bai, Shirui Pan
2022 B conf
Joint Graph-Sequence Learning for Molecular Property Prediction.
IJCNN
Rom Uddamvathanak, Xin Zheng, Shirui Pan
2022 J jnl
Learning multi-level weight-centric features for few-shot learning.
Pattern Recognit.
Mingjiang Liang, Shaoli Huang, Shirui Pan, Mingming Gong, Wei Liu
2022 J jnl
MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation.
CoRR
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Binqiang Zhao, Ziyang Zheng, Shirui Pan
2022 A conf
Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realisation.
AsiaCCS
Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan
2022 A* conf
Multi-Graph Fusion Networks for Urban Region Embedding.
IJCAI
Shangbin Wu, Xu Yan, Xiaoliang Fan, Shirui Pan, Shichao Zhu, Chuanpan Zheng, Ming Cheng, Cheng Wang
2022 J jnl
Multi-Graph Fusion Networks for Urban Region Embedding.
CoRR
Shangbin Wu, Xu Yan, Xiaoliang Fan, Shirui Pan, Shichao Zhu, Chuanpan Zheng, Ming Cheng, Cheng Wang
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 J jnl
Multi-level graph learning network for hyperspectral image classification.
Pattern Recognit.
Sheng Wan, Shirui Pan, Shengwei Zhong, Jie Yang, Jian Yang, Yibing Zhan, Chen Gong
2022 J jnl
Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs.
CoRR
Ming Jin, Yu Zheng, Yuan-Fang Li, Siheng Chen, Bin Yang, Shirui Pan
2022 J jnl
Mutually reinforced network embedding: An integrated approach to research paper recommendation.
Expert Syst. Appl.
Xin Mei, Xiaoyan Cai, Sen Xu, Wenjie Li, Shirui Pan, Libin Yang
2022 A* conf
Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs.
NeurIPS
Ming Jin, Yuan-Fang Li, Shirui Pan
2022 J jnl
One-Shot Learning-Based Animal Video Segmentation.
IEEE Trans. Ind. Informatics
Tengfei Xue, Yongliang Qiao, He Kong, Daobilige Su, Shirui Pan, Khalid Rafique, Salah Sukkarieh
2022 J jnl
Online unsupervised cross-view discrete hashing for large-scale retrieval.
Appl. Intell.
Xuan Li, Wei Wu, Yun-Hao Yuan, Shirui Pan, Xiaobo Shen
2022 C conf
Paraphrasing Techniques for Maritime QA system.
FUSION
Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li, Van Nguyen
2022 J jnl
Paraphrasing Techniques for Maritime QA system.
CoRR
Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Van Nguyen, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li
2022 J jnl
Positive-unlabeled learning in bioinformatics and computational biology: a brief review.
Briefings Bioinform.
Fuyi Li, Shuangyu Dong, André Leier, Meiya Han, Xudong Guo, Jing Xu, Xiaoyu Wang, Shirui Pan, Cangzhi Jia, Yang Zhang, Geoffrey I. Webb, Lachlan J. M. Coin, Chen Li, Jiangning Song
2022 A conf
Predicting Human Mobility via Graph Convolutional Dual-attentive Networks.
WSDM
Weizhen Dang, Haibo Wang, Shirui Pan, Pei Zhang, Chuan Zhou, Xin Chen, Jilong Wang
2022 J jnl
Projective Ranking-based GNN Evasion Attacks.
CoRR
He Zhang, Xingliang Yuan, Chuan Zhou, Shirui Pan
2022 J jnl
Pruning graph neural networks by evaluating edge properties.
Knowl. Based Syst.
Li Wang, Wei Huang, Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Weidong Su
2022 A* conf
Pseudo-Riemannian Graph Convolutional Networks.
NeurIPS
Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab
2022 J jnl
Rethinking Efficiency and Redundancy in Training Large-scale Graphs.
CoRR
Xin Liu, Xunbin Xiong, Mingyu Yan, Runzhen Xue, Shirui Pan, Xiaochun Ye, Dongrui Fan
2022 A* conf
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination.
NeurIPS
Yizhen Zheng, Shirui Pan, Vincent C. S. Lee, Yu Zheng, Philip S. Yu
2022 J jnl
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination.
CoRR
Yizhen Zheng, Shirui Pan, Vincent C. S. Lee, Yu Zheng, Philip S. Yu
2022 J jnl
Simple and Efficient Heterogeneous Graph Neural Network.
CoRR
Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
2022 J jnl
StarSum: A Star Architecture Based Model for Extractive Summarization.
IEEE ACM Trans. Audio Speech Lang. Process.
Kaile Shi, Xiaoyan Cai, Libin Yang, Jintao Zhao, Shirui Pan
2022 A* conf
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective.
IJCAI
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie
2022 J jnl
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective.
CoRR
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie
2022 J jnl
Temporal Network Embedding for Link Prediction via VAE Joint Attention Mechanism.
IEEE Trans. Neural Networks Learn. Syst.
Pengfei Jiao, Xuan Guo, Xin Jing, Dongxiao He, Huaming Wu, Shirui Pan, Maoguo Gong, Wenjun Wang
2022 A* conf
Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract).
AAAI
Ruibin Chen, Miao Zhang, Xin Zheng, Shirui Pan
2022 A* conf
Towards Spatio- Temporal Aware Traffic Time Series Forecasting.
ICDE
Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo, Tung Kieu, Shirui Pan
2022 J jnl
Towards Spatio-Temporal Aware Traffic Time Series Forecasting-Full Version.
CoRR
Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo, Tung Kieu, Shirui Pan
2022 A* conf
Towards Unsupervised Deep Graph Structure Learning.
WWW
Yixin Liu, Yu Zheng, Daokun Zhang, Hongxu Chen, Hao Peng, Shirui Pan
2022 J jnl
Towards Unsupervised Deep Graph Structure Learning.
CoRR
Yixin Liu, Yu Zheng, Daokun Zhang, Hongxu Chen, Hao Peng, Shirui Pan
2022 J jnl
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting-Full Version.
CoRR
Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan
2022 A* conf
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting.
IJCAI
Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan
2022 J jnl
Trustworthy Graph Neural Networks: Aspects, Methods and Trends.
CoRR
He Zhang, Bang Wu, Xingliang Yuan, Shirui Pan, Hanghang Tong, Jian Pei
2022 J jnl
TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems.
CoRR
Yuanzhe Zhang, Shirui Pan, Jiangshan Yu
2022 A* conf
Ultrahyperbolic Knowledge Graph Embeddings.
KDD
Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
2022 J jnl
Ultrahyperbolic Knowledge Graph Embeddings.
CoRR
Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
2022 A* conf
Unifying Graph Contrastive Learning with Flexible Contextual Scopes.
ICDM
Yizhen Zheng, Yu Zheng, Xiaofei Zhou, Chen Gong, Vincent C. S. Lee, Shirui Pan
2022 J jnl
Unifying Graph Contrastive Learning with Flexible Contextual Scopes.
CoRR
Yizhen Zheng, Yu Zheng, Xiaofei Zhou, Chen Gong, Vincent C. S. Lee, Shirui Pan
2022 J jnl
VR-GNN: Variational Relation Vector Graph Neural Network for Modeling both Homophily and Heterophily.
CoRR
Fengzhao Shi, Ren Li, Yanan Cao, Yanmin Shang, Lanxue Zhang, Chuan Zhou, Jia Wu, Shirui Pan
2021 — ed.
2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021
IEEE BigData
Yixin Chen, Heiko Ludwig, Yicheng Tu, Usama M. Fayyad, Xingquan Zhu, Xiaohua Hu, Suren Byna, Xiong Liu, Jianping Zhang, Shirui Pan, Vagelis Papalexakis, Jianwu Wang, Alfredo Cuzzocrea, Carlos Ordonez
2021 J jnl
A Comprehensive Survey on Graph Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, Philip S. Yu
2021 B conf
A Self-Supervised Learning Framework for Sequential Recommendation.
IJCNN
Renqi Jia, Xu Bai, Xiaofei Zhou, Shirui Pan
2021 J jnl
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning.
CoRR
Di Jin, Zhizhi Yu, Pengfei Jiao, Shirui Pan, Philip S. Yu, Weixiong Zhang
2021 A conf
ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning.
CIKM
Ming Jin, Yixin Liu, Yu Zheng, Lianhua Chi, Yuan-Fang Li, Shirui Pan
2021 A* conf
Adapting Membership Inference Attacks to GNN for Graph Classification: Approaches and Implications.
ICDM
Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan
2021 J jnl
Adapting Membership Inference Attacks to GNN for Graph Classification: Approaches and Implications.
CoRR
Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan
2021 J jnl
Anomaly Detection in Dynamic Graphs via Transformer.
CoRR
Yixin Liu, Shirui Pan, Yu Guang Wang, Fei Xiong, Liang Wang, Vincent C. S. Lee
2021 J jnl
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning.
CoRR
Yixin Liu, Zhao Li, Shirui Pan, Chen Gong, Chuan Zhou, George Karypis
2021 J jnl
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule.
CoRR
Miao Zhang, Jilin Hu, Steven Su, Shirui Pan, Xiaojun Chang, Bin Yang, Gholamreza Haffari
2021 J jnl
Bayesian personalized ranking based on multiple-layer neighborhoods.
Inf. Sci.
Yutian Hu, Fei Xiong, Shirui Pan, Xi Xiong, Liang Wang, Hongshu Chen
2021 J jnl
Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering.
CoRR
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang
2021 J jnl
ConTIG: Continuous Representation Learning on Temporal Interaction Graphs.
CoRR
Xu Yan, Xiaoliang Fan, Peizhen Yang, Zonghan Wu, Shirui Pan, Longbiao Chen, Yu Zang, Cheng Wang
2021 A* conf
Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels.
NeurIPS
Sheng Wan, Yibing Zhan, Liu Liu, Baosheng Yu, Shirui Pan, Chen Gong
2021 A* conf
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning.
AAAI
Sheng Wan, Shirui Pan, Jian Yang, Chen Gong
2021 J jnl
Convolutional Neural Networks-Based Lung Nodule Classification: A Surrogate-Assisted Evolutionary Algorithm for Hyperparameter Optimization.
IEEE Trans. Evol. Comput.
Miao Zhang, Huiqi Li, Shirui Pan, Juan Lyu, Steve S. H. Ling, Steven W. Su
2021 J jnl
Differentiable Architecture Search Without Training Nor Labels: A Pruning Perspective.
CoRR
Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, Wei Huang, Gholamreza Haffari
2021 J jnl
Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning.
CoRR
Shaoxiong Ji, Teemu Saravirta, Shirui Pan, Guodong Long, Anwar Walid
2021 J jnl
Gated relational stacked denoising autoencoder with localized author embedding for global citation recommendation.
Expert Syst. Appl.
Tao Dai, Wenjun Yan, Kaiqi Zhang, Chen Qiu, Xiangmo Zhao, Shirui Pan
2021 J jnl
Graph Learning: A Survey.
CoRR
Feng Xia, Ke Sun, Shuo Yu, Abdul Aziz, Liangtian Wan, Shirui Pan, Huan Liu
2021 J jnl
Graph Learning: A Survey.
IEEE Trans. Artif. Intell.
Feng Xia, Ke Sun, Shuo Yu, Abdul Aziz, Liangtian Wan, Shirui Pan, Huan Liu
2021 J jnl
Graph Self-Supervised Learning: A Survey.
CoRR
Yixin Liu, Shirui Pan, Ming Jin, Chuan Zhou, Feng Xia, Philip S. Yu
2021 — conf
Heterogeneous Graph Attention Network for Small and Medium-Sized Enterprises Bankruptcy Prediction.
PAKDD (1)
Yizhen Zheng, Vincent C. S. Lee, Zonghan Wu, Shirui Pan
2021 A* conf
Hypergraph Convolutional Network for Group Recommendation.
ICDM
Renqi Jia, Xiaofei Zhou, Linhua Dong, Shirui Pan
2021 J jnl
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network.
IEEE Trans. Geosci. Remote. Sens.
Sheng Wan, Chen Gong, Ping Zhong, Shirui Pan, Guangyu Li, Jian Yang
2021 J jnl
Identify Topic Relations in Scientific Literature Using Topic Modeling.
IEEE Trans. Engineering Management
Hongshu Chen, Ximeng Wang, Shirui Pan, Fei Xiong
2021 J jnl
Influence Spread in Geo-Social Networks: A Multiobjective Optimization Perspective.
IEEE Trans. Cybern.
Liang Wang, Zhiwen Yu, Fei Xiong, Dingqi Yang, Shirui Pan, Zheng Yan
2021 J jnl
Knowledge graph representation and reasoning.
Neurocomputing
Erik Cambria, Shaoxiong Ji, Shirui Pan, Philip S. Yu
2021 J jnl
Learning Graph Neural Networks with Positive and Unlabeled Nodes.
CoRR
Man Wu, Shirui Pan, Lan Du, Xingquan Zhu
2021 J jnl
Learning Graph Neural Networks with Positive and Unlabeled Nodes.
ACM Trans. Knowl. Discov. Data
Man Wu, Shirui Pan, Lan Du, Xingquan Zhu
2021 — conf
Leveraging Information Bottleneck for Scientific Document Summarization.
EMNLP (Findings)
Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan
2021 J jnl
Leveraging Information Bottleneck for Scientific Document Summarization.
CoRR
Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan
2021 — conf
Manifold Approximation and Projection by Maximizing Graph Information.
PAKDD (3)
Bahareh Fatemi, Soheila Molaei, Hadi Zare, Shirui Pan
2021 — conf
Medical Code Assignment with Gated Convolution and Note-Code Interaction.
ACL/IJCNLP (Findings)
Shaoxiong Ji, Shirui Pan, Pekka Marttinen
2021 A* conf
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning.
IJCAI
Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan
2021 J jnl
Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning.
CoRR
Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan
2021 J jnl
One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting.
IEEE Trans. Pattern Anal. Mach. Intell.
Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Chuan Zhou, Zongyuan Ge, Steven Weidong Su
2021 J jnl
OpenWGL: open-world graph learning for unseen class node classification.
Knowl. Inf. Syst.
Man Wu, Shirui Pan, Xingquan Zhu
2021 J jnl
PUMPNET: a deep learning approach to pump operation detection.
Energy Inform.
Luyao Ma, Qingyu Meng, Shirui Pan, Ariel Liebman
2021 J jnl
Prediction of circRNA-miRNA Associations Based on Network Embedding.
Complex.
Wei Lan, Mingrui Zhu, Qingfeng Chen, Jianwei Chen, Jin Ye, Jin Liu, Wei Peng, Shirui Pan
2021 A conf
Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks.
CIKM
He Zhang, Bang Wu, Xiangwen Yang, Chuan Zhou, Shuo Wang, Xingliang Yuan, Shirui Pan
2021 J jnl
Robust Physical-World Attacks on Face Recognition.
CoRR
Xin Zheng, Yanbo Fan, Baoyuan Wu, Yong Zhang, Jue Wang, Shirui Pan
2021 J jnl
Semi-Riemannian Graph Convolutional Networks.
CoRR
Bo Xiong, Shichao Zhu, Nico Potyka, Shirui Pan, Chuan Zhou, Steffen Staab
2021 J jnl
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting.
CoRR
Chuanpan Zheng, Xiaoliang Fan, Shirui Pan, Zonghan Wu, Cheng Wang, Philip S. Yu
2021 J jnl
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications.
IEEE Trans. Comput. Soc. Syst.
Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang
2021 A* conf
Task-adaptive Neural Process for User Cold-Start Recommendation.
WWW
Xixun Lin, Jia Wu, Chuan Zhou, Shirui Pan, Yanan Cao, Bin Wang
2021 J jnl
Task-adaptive Neural Process for User Cold-Start Recommendation.
CoRR
Xixun Lin, Jia Wu, Chuan Zhou, Shirui Pan, Yanan Cao, Bin Wang
2021 C conf
Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain.
FUSION
Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu
2021 A* conf
Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract).
AAAI
Bang Wu, Shirui Pan, Xingliang Yuan
2021 J jnl
Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming.
CoRR
Yizhen Zheng, Ming Jin, Shirui Pan, Yuan-Fang Li, Hao Peng, Ming Li, Zhao Li
2021 J jnl
TraverseNet: Unifying Space and Time in Message Passing.
CoRR
Zonghan Wu, Da Zheng, Shirui Pan, Quan Gan, Guodong Long, George Karypis
2021 A* conf
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients.
ICML
Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, M. Ehsan Abbasnejad, Reza Haffari
2021 J jnl
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients.
CoRR
Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, Ehsan Abbasnejad, Reza Haffari
2020 A* conf
A Relation-Specific Attention Network for Joint Entity and Relation Extraction.
IJCAI
Yue Yuan, Xiaofei Zhou, Shirui Pan, Qiannan Zhu, Zeliang Song, Li Guo
2020 J jnl
A Survey on Knowledge Graphs: Representation, Acquisition and Applications.
CoRR
Shaoxiong Ji, Shirui Pan, Erik Cambria, Pekka Marttinen, Philip S. Yu
2020 J jnl
Adaptive knowledge subgraph ensemble for robust and trustworthy knowledge graph completion.
World Wide Web
Guojia Wan, Bo Du, Shirui Pan, Jia Wu
2020 J jnl
Classification of Lung Nodules Based on Deep Residual Networks and Migration Learning.
Comput. Intell. Neurosci.
Panpan Wu, Xuanchao Sun, Ziping Zhao, Haishuai Wang, Shirui Pan, Björn W. Schuller
2020 J jnl
Clustering social audiences in business information networks.
Pattern Recognit.
Yu Zheng, Ruiqi Hu, Sai-Fu Fung, Celina Ping Yu, Guodong Long, Ting Guo, Shirui Pan
2020 A* conf
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks.
KDD
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Xiaojun Chang, Chengqi Zhang
2020 J jnl
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks.
CoRR
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Xiaojun Chang, Chengqi Zhang
2020 J jnl
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning.
CoRR
Sheng Wan, Shirui Pan, Jian Yang, Chen Gong
2020 A* conf
Cross-Graph: Robust and Unsupervised Embedding for Attributed Graphs with Corrupted Structure.
ICDM
Chun Wang, Bo Han, Shirui Pan, Jing Jiang, Gang Niu, Guodong Long
2020 J jnl
Cyclic Label Propagation for Graph Semi-supervised Learning.
CoRR
Zhao Li, Yixin Liu, Zhen Zhang, Shirui Pan, Jianliang Gao, Jiajun Bu
2020 A* conf
Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement.
NeurIPS
Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Zongyuan Ge, Steven W. Su
2020 J jnl
Distributed Feature Selection for Big Data Using Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Linghe Kong, Wenhao Qu, Jiadi Yu, Hua Zuo, Guihai Chen, Fei Xiong, Shirui Pan, Siyu Lin, Meikang Qiu
2020 J jnl
Exploiting Implicit Influence From Information Propagation for Social Recommendation.
IEEE Trans. Cybern.
Fei Xiong, Weihan Shen, Hongshu Chen, Shirui Pan, Ximeng Wang, Zheng Yan
2020 J jnl
Familial Clustering for Weakly-Labeled Android Malware Using Hybrid Representation Learning.
IEEE Trans. Inf. Forensics Secur.
Yanxin Zhang, Yulei Sui, Shirui Pan, Zheng Zheng, Baodi Ning, Ivor W. Tsang, Wanlei Zhou
2020 A* conf
GSSNN: Graph Smoothing Splines Neural Networks.
AAAI
Shichao Zhu, Lewei Zhou, Shirui Pan, Chuan Zhou, Guiying Yan, Bin Wang
2020 A* conf
Going Deep: Graph Convolutional Ladder-Shape Networks.
AAAI
Ruiqi Hu, Shirui Pan, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang
2020 A* conf
Graph Geometry Interaction Learning.
NeurIPS
Shichao Zhu, Shirui Pan, Chuan Zhou, Jia Wu, Yanan Cao, Bin Wang
2020 J jnl
Graph Geometry Interaction Learning.
CoRR
Shichao Zhu, Shirui Pan, Chuan Zhou, Jia Wu, Yanan Cao, Bin Wang
2020 A* conf
Graph Stochastic Neural Networks for Semi-supervised Learning.
NeurIPS
Haibo Wang, Chuan Zhou, Xin Chen, Jia Wu, Shirui Pan, Jilong Wang
2020 A* conf
Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning.
KDD
Zhihui Li, Xiaojun Chang, Lina Yao, Shirui Pan, Zongyuan Ge, Huaxiang Zhang
2020 J jnl
IEEE Access Special Section Editorial: Advanced Data Mining Methods for Social Computing.
IEEE Access
Yongqiang Zhao, Shirui Pan, Jia Wu, Huaiyu Wan, Huizhi Liang, Haishuai Wang, Huawei Shen
2020 J jnl
Learning Graph Embedding With Adversarial Training Methods.
IEEE Trans. Cybern.
Shirui Pan, Ruiqi Hu, Sai-Fu Fung, Guodong Long, Jing Jiang, Chengqi Zhang
2020 J jnl
Measuring distance-based semantic similarity using meronymy and hyponymy relations.
Neural Comput. Appl.
Yuanyuan Cai, Shirui Pan, Ximeng Wang, Hongshu Chen, Xiaoyan Cai, Min Zuo
2020 J jnl
Medical Code Assignment with Gated Convolution and Note-Code Interaction.
CoRR
Shaoxiong Ji, Shirui Pan, Pekka Marttinen
2020 J jnl
Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization.
CoRR
Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan
2020 — conf
Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline.
SDP@EMNLP
Jiaxin Ju, Ming Liu, Longxiang Gao, Shirui Pan
2020 J jnl
Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification.
CoRR
Sheng Wan, Chen Gong, Shirui Pan, Jie Yang, Jian Yang
2020 — conf
Multivariate Relations Aggregation Learning in Social Networks.
JCDL
Jin Xu, Shuo Yu, Ke Sun, Jing Ren, Ivan Lee, Shirui Pan, Feng Xia
2020 J jnl
Multivariate Relations Aggregation Learning in Social Networks.
CoRR
Jin Xu, Shuo Yu, Ke Sun, Jing Ren, Ivan Lee, Shirui Pan, Feng Xia
2020 A* conf
One-Shot Neural Architecture Search via Novelty Driven Sampling.
IJCAI
Miao Zhang, Huiqi Li, Shirui Pan, Taoping Liu, Steven W. Su
2020 A* conf
OpenWGL: Open-World Graph Learning.
ICDM
Man Wu, Shirui Pan, Xingquan Zhu
2020 A* conf
Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization.
CVPR
Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Steven W. Su
2020 A* conf
Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning.
IJCAI
Guojia Wan, Shirui Pan, Chen Gong, Chuan Zhou, Gholamreza Haffari
2020 A* conf
Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks.
AAAI
Guojia Wan, Bo Du, Shirui Pan, Gholamreza Haffari
2020 J jnl
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline.
CoRR
Jiaxin Ju, Ming Liu, Longxiang Gao, Shirui Pan
2020 J jnl
Social Recommendation With Evolutionary Opinion Dynamics.
IEEE Trans. Syst. Man Cybern. Syst.
Fei Xiong, Ximeng Wang, Shirui Pan, Hong Yang, Haishuai Wang, Chengqi Zhang
2020 A* conf
Unsupervised Domain Adaptive Graph Convolutional Networks.
WWW
Man Wu, Shirui Pan, Chuan Zhou, Xiaojun Chang, Xingquan Zhu
2019 J jnl
A Comprehensive Survey on Graph Neural Networks.
CoRR
Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, Philip S. Yu
2019 B conf
Adversarial Action Data Augmentation for Similar Gesture Action Recognition.
IJCNN
Di Wu, Junjun Chen, Nabin Sharma, Shirui Pan, Guodong Long, Michael Blumenstein
2019 A conf
An Explainable Deep Fusion Network for Affect Recognition Using Physiological Signals.
CIKM
Jionghao Lin, Shirui Pan, Cheng Siong Lee, Sharon L. Oviatt
2019 B conf
Attentive Dual Embedding for Understanding Medical Concepts in Electronic Health Records.
IJCNN
Xueping Peng, Guodong Long, Shirui Pan, Jing Jiang, Zhendong Niu
2019 A* conf
Attributed Graph Clustering: A Deep Attentional Embedding Approach.
IJCAI
Chun Wang, Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Chengqi Zhang
2019 J jnl
Attributed Graph Clustering: A Deep Attentional Embedding Approach.
CoRR
Chun Wang, Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Chengqi Zhang
2019 J jnl
CFOND: Consensus Factorization for Co-Clustering Networked Data.
IEEE Trans. Knowl. Data Eng.
Ting Guo, Shirui Pan, Xingquan Zhu, Chengqi Zhang
2019 J jnl
Cost-Sensitive Parallel Learning Framework for Insurance Intelligence Operation.
IEEE Trans. Ind. Electron.
Xinxin Jiang, Shirui Pan, Guodong Long, Fei Xiong, Jing Jiang, Chengqi Zhang
2019 B conf
DAGCN: Dual Attention Graph Convolutional Networks.
IJCNN
Fengwen Chen, Shirui Pan, Jing Jiang, Huan Huo, Guodong Long
2019 J jnl
DAGCN: Dual Attention Graph Convolutional Networks.
CoRR
Fengwen Chen, Shirui Pan, Jing Jiang, Huan Huo, Guodong Long
2019 J jnl
Decentralized Learning with Average Difference Aggregation for Proactive Online Social Care.
CoRR
Shaoxiong Ji, Guodong Long, Shirui Pan, Tianqing Zhu, Jing Jiang, Sen Wang, Xue Li
2019 — conf
Detecting Suicidal Ideation with Data Protection in Online Communities.
DASFAA (3)
Shaoxiong Ji, Guodong Long, Shirui Pan, Tianqing Zhu, Jing Jiang, Sen Wang
2019 A* conf
Domain-Adversarial Graph Neural Networks for Text Classification.
ICDM
Man Wu, Shirui Pan, Xingquan Zhu, Chuan Zhou, Lei Pan
2019 J jnl
Efficient Novelty-Driven Neural Architecture Search.
CoRR
Miao Zhang, Huiqi Li, Shirui Pan, Taoping Liu, Steven W. Su
2019 A* conf
Graph WaveNet for Deep Spatial-Temporal Graph Modeling.
IJCAI
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang
2019 J jnl
Graph WaveNet for Deep Spatial-Temporal Graph Modeling.
CoRR
Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang
2019 J jnl
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network.
CoRR
Sheng Wan, Chen Gong, Ping Zhong, Shirui Pan, Guangyu Li, Jian Yang
2019 J jnl
IEEE Access Special Section Editorial: Advanced Data Analytics for Large-Scale Complex Data Environments.
IEEE Access
Jia Wu, Shirui Pan, Junjun Jiang, Zhihua Cai, Bo Du, Yingjie Tian, Shuaiqiang Wang, Haishuai Wang
2019 A* conf
Label Embedding with Partial Heterogeneous Contexts.
AAAI
Yaxin Shi, Donna Xu, Yuangang Pan, Ivor W. Tsang, Shirui Pan
2019 J jnl
Learning Graph Embedding with Adversarial Training Methods.
CoRR
Shirui Pan, Ruiqi Hu, Sai-Fu Fung, Guodong Long, Jing Jiang, Chengqi Zhang
2019 B conf
Learning Private Neural Language Modeling with Attentive Aggregation.
IJCNN
Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang
2019 A conf
Long-short Distance Aggregation Networks for Positive Unlabeled Graph Learning.
CIKM
Man Wu, Shirui Pan, Lan Du, Ivor W. Tsang, Xingquan Zhu, Bo Du
2019 A* conf
Low-Bit Quantization for Attributed Network Representation Learning.
IJCAI
Hong Yang, Shirui Pan, Ling Chen, Chuan Zhou, Peng Zhang
2019 A* conf
Relation Structure-Aware Heterogeneous Graph Neural Network.
ICDM
Shichao Zhu, Chuan Zhou, Shirui Pan, Xingquan Zhu, Bin Wang
2019 J jnl
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications.
CoRR
Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang
2019 J jnl
Time series feature learning with labeled and unlabeled data.
Pattern Recognit.
Haishuai Wang, Qin Zhang, Jia Wu, Shirui Pan, Yixin Chen
2018 J jnl
A Hybrid User Experience Evaluation Method for Mobile Games.
IEEE Access
Qi Yu, Xiaoping Che, Siqi Ma, Shirui Pan, Yuxiang Yang, Weiwei Xing, Ximeng Wang
2018 J jnl
A Three-Layered Mutually Reinforced Model for Personalized Citation Recommendation.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoyan Cai, Junwei Han, Wenjie Li, Renxian Zhang, Shirui Pan, Libin Yang
2018 A* conf
Active Discriminative Network Representation Learning.
IJCAI
Li Gao, Hong Yang, Chuan Zhou, Jia Wu, Shirui Pan, Yue Hu
2018 J jnl
Advances in Processing, Mining, and Learning Complex Data: From Foundations to Real-World Applications.
Complex.
Jia Wu, Shirui Pan, Chuan Zhou, Gang Li, Wu He, Chengqi Zhang
2018 A* conf
Adversarially Regularized Graph Autoencoder for Graph Embedding.
IJCAI
Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang
2018 J jnl
Adversarially Regularized Graph Autoencoder.
CoRR
Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang
2018 A* conf
Binarized attributed network embedding.
ICDM
Hong Yang, Shirui Pan, Peng Zhang, Ling Chen, Defu Lian, Chengqi Zhang
2018 B conf
Cost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data.
IJCNN
Xinxin Jiang, Shirui Pan, Guodong Long, Jiang Chang, Jing Jiang, Chengqi Zhang
2018 B conf
Cross-Domain Deep Learning Approach For Multiple Financial Market Prediction.
IJCNN
Xinxin Jiang, Shirui Pan, Jing Jiang, Guodong Long
2018 A* conf
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding.
AAAI
Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang
2018 A* conf
Discrete Network Embedding.
IJCAI
Xiaobo Shen, Shirui Pan, Weiwei Liu, Yew-Soon Ong, Quan-Sen Sun
2018 J jnl
Explore semantic topics and author communities for citation recommendation in bipartite bibliographic network.
J. Ambient Intell. Humaniz. Comput.
Tao Dai, Li Zhu, Xiaoyan Cai, Shirui Pan, Sheng Yuan
2018 B conf
FraudNE: a Joint Embedding Approach for Fraud Detection.
IJCNN
Mengyu Zheng, Chuan Zhou, Jia Wu, Shirui Pan, Jinqiao Shi, Li Guo
2018 J jnl
Hashing for Adaptive Real-Time Graph Stream Classification With Concept Drifts.
IEEE Trans. Cybern.
Lianhua Chi, Bin Li, Xingquan Zhu, Shirui Pan, Ling Chen
2018 J jnl
Heterogeneous Information Network Embedding based Personalized Query-Focused Astronomy Reference Paper Recommendation.
Int. J. Comput. Intell. Syst.
Xiaoyan Cai, Junwei Han, Shirui Pan, Libin Yang
2018 J jnl
Learning Private Neural Language Modeling with Attentive Aggregation.
CoRR
Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang
2018 J jnl
Low-Rank and Sparse Matrix Factorization for Scientific Paper Recommendation in Heterogeneous Network.
IEEE Access
Tao Dai, Tianyu Gao, Li Zhu, Xiaoyan Cai, Shirui Pan
2018 J jnl
Multi-Instance Learning with Discriminative Bag Mapping.
IEEE Trans. Knowl. Data Eng.
Jia Wu, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Xindong Wu
2018 J jnl
Multiple Structure-View Learning for Graph Classification.
IEEE Trans. Neural Networks Learn. Syst.
Jia Wu, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Philip S. Yu
2018 J jnl
Query-oriented citation recommendation based on network correlation.
J. Intell. Fuzzy Syst.
Libin Yang, Yu Zheng, Xiaoyan Cai, Shirui Pan, Tao Dai
2018 J jnl
Supervised Learning for Suicidal Ideation Detection in Online User Content.
Complex.
Shaoxiong Ji, Celina Ping Yu, Sai-Fu Fung, Shirui Pan, Guodong Long
2018 J jnl
Universal Network Representation for Heterogeneous Information Networks.
CoRR
Ruiqi Hu, Celina Ping Yu, Sai-Fu Fung, Shirui Pan, Haishuai Wang, Guodong Long
2017 J jnl
Boosting for graph classification with universum.
Knowl. Inf. Syst.
Shirui Pan, Jia Wu, Xingquan Zhu, Guodong Long, Chengqi Zhang
2017 J jnl
DiSAN: Directional Self-Attention Network for RNN/CNN-free Language Understanding.
CoRR
Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang
2017 J jnl
Exploiting Attribute Correlations: A Novel Trace Lasso-Based Weakly Supervised Dictionary Learning Method.
IEEE Trans. Cybern.
Lin Wu, Yang Wang, Shirui Pan
2017 A conf
Graph Ladder Networks for Network Classification.
CIKM
Ruiqi Hu, Shirui Pan, Jing Jiang, Guodong Long
2017 A conf
MGAE: Marginalized Graph Autoencoder for Graph Clustering.
CIKM
Chun Wang, Shirui Pan, Guodong Long, Xingquan Zhu, Jing Jiang
2017 J jnl
Multi-document summarization based on sentence cluster using non-negative matrix factorization.
J. Intell. Fuzzy Syst.
Libin Yang, Xiaoyan Cai, Shirui Pan, Hang Dai, Dejun Mu
2017 J jnl
Positive and Unlabeled Multi-Graph Learning.
IEEE Trans. Cybern.
Jia Wu, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Xindong Wu
2017 J jnl
Task Sensitive Feature Exploration and Learning for Multitask Graph Classification.
IEEE Trans. Cybern.
Shirui Pan, Jia Wu, Xingquan Zhu, Guodong Long, Chengqi Zhang
2017 J jnl
Towards large-scale social networks with online diffusion provenance detection.
Comput. Networks
Haishuai Wang, Jia Wu, Shirui Pan, Peng Zhang, Ling Chen
2017 B conf
Universal network representation for heterogeneous information networks.
IJCNN
Ruiqi Hu, Celina Ping Yu, Sai-Fu Fung, Shirui Pan, Haishuai Wang, Guodong Long
2016 J jnl
Classifying networked text data with positive and unlabeled examples.
Pattern Recognit. Lett.
Mei Li, Shirui Pan, Yang Zhang, Xiaoyan Cai
2016 B conf
Co-clustering enterprise social networks.
IJCNN
Ruiqi Hu, Shirui Pan, Guodong Long, Xingquan Zhu, Jing Jiang, Chengqi Zhang
2016 A* conf
Direct Discriminative Bag Mapping for Multi-Instance Learning.
AAAI
Jia Wu, Shirui Pan, Peng Zhang, Xingquan Zhu
2016 A* conf
Iterative Views Agreement: An Iterative Low-Rank Based Structured Optimization Method to Multi-View Spectral Clustering.
IJCAI
Yang Wang, Wenjie Zhang, Lin Wu, Xuemin Lin, Meng Fang, Shirui Pan
2016 J jnl
Iterative Views Agreement: An Iterative Low-Rank based Structured Optimization Method to Multi-View Spectral Clustering.
CoRR
Yang Wang, Wenjie Zhang, Lin Wu, Xuemin Lin, Meng Fang, Shirui Pan
2016 J jnl
Joint Structure Feature Exploration and Regularization for Multi-Task Graph Classification.
IEEE Trans. Knowl. Data Eng.
Shirui Pan, Jia Wu, Xingquan Zhu, Chengqi Zhang, Philip S. Yu
2016 A* conf
Joint structure feature exploration and regularization for multi-task graph classification.
ICDE
Shirui Pan, Jia Wu, Xingquan Zhu, Chengqi Zhang, Philip S. Yu
2016 J jnl
Multi-graph-view subgraph mining for graph classification.
Knowl. Inf. Syst.
Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Zhihua Cai, Chengqi Zhang
2016 J jnl
SODE: Self-Adaptive One-Dependence Estimators for classification.
Pattern Recognit.
Jia Wu, Shirui Pan, Xingquan Zhu, Peng Zhang, Chengqi Zhang
2016 A* conf
Tri-Party Deep Network Representation.
IJCAI
Shirui Pan, Jia Wu, Xingquan Zhu, Chengqi Zhang, Yang Wang
2015 J jnl
Boosting for Multi-Graph Classification.
IEEE Trans. Cybern.
Jia Wu, Shirui Pan, Xingquan Zhu, Zhihua Cai
2015 J jnl
CogBoost: Boosting for Fast Cost-Sensitive Graph Classification.
IEEE Trans. Knowl. Data Eng.
Shirui Pan, Jia Wu, Xingquan Zhu
2015 — —
Complex graph stream mining
Shirui Pan
2015 J jnl
Finding the best not the most: regularized loss minimization subgraph selection for graph classification.
Pattern Recognit.
Shirui Pan, Jia Wu, Xingquan Zhu, Guodong Long, Chengqi Zhang
2015 J jnl
Graph Ensemble Boosting for Imbalanced Noisy Graph Stream Classification.
IEEE Trans. Cybern.
Shirui Pan, Jia Wu, Xingquan Zhu, Chengqi Zhang
2015 J jnl
Locally Weighted Learning: How and When Does it Work in Bayesian Networks?
Int. J. Comput. Intell. Syst.
Jia Wu, Bi Wu, Shirui Pan, Haishuai Wang, Zhihua Cai
2015 — conf
Mining Top-k Minimal Redundancy Frequent Patterns over Uncertain Databases.
ICONIP (4)
Haishuai Wang, Peng Zhang, Jia Wu, Shirui Pan
2015 A* conf
Multi-Graph-View Learning for Complicated Object Classification.
IJCAI
Jia Wu, Shirui Pan, Xingquan Zhu, Zhihua Cai, Chengqi Zhang
2015 J jnl
Self-adaptive attribute weighting for Naive Bayes classification.
Expert Syst. Appl.
Jia Wu, Shirui Pan, Xingquan Zhu, Zhihua Cai, Peng Zhang, Chengqi Zhang
2014 B conf
Attribute weighting: How and when does it work for Bayesian Network Classification.
IJCNN
Jia Wu, Zhihua Cai, Shirui Pan, Xingquan Zhu, Chengqi Zhang
2014 B conf
Dual instance and attribute weighting for Naive Bayes classification.
IJCNN
Jia Wu, Shirui Pan, Zhihua Cai, Xingquan Zhu, Chengqi Zhang
2014 A conf
Exploring Features for Complicated Objects: Cross-View Feature Selection for Multi-Instance Learning.
CIKM
Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Zhihua Cai, Chengqi Zhang
2014 A conf
Multi-Graph Learning with Positive and Unlabeled Bags.
SDM
Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Zhihua Cai
2014 A* conf
Multi-graph-view Learning for Graph Classification.
ICDM
Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Zhihua Cai, Chengqi Zhang
2013 A* conf
Graph Classification with Imbalanced Class Distributions and Noise.
IJCAI
Shirui Pan, Xingquan Zhu
2013 A* conf
Graph stream classification using labeled and unlabeled graphs.
ICDE
Shirui Pan, Xingquan Zhu, Chengqi Zhang, Philip S. Yu
2012 A conf
CGStream: continuous correlated graph query for data streams.
CIKM
Shirui Pan, Xingquan Zhu
2012 A conf
Continuous top-k query for graph streams.
CIKM
Shirui Pan, Xingquan Zhu
2012 J jnl
Dynamic classifier ensemble for positive unlabeled text stream classification.
Knowl. Inf. Syst.
Shirui Pan, Yang Zhang, Xue Li
2012 B conf
Top-k correlated subgraph query for data streams.
ICPR
Shirui Pan, Xingquan Zhu, Meng Fang
2010 — conf
Classifier Ensemble for Uncertain Data Stream Classification.
PAKDD (1)
Shirui Pan, Kuan Wu, Yang Zhang, Xue Li