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Shirui Pan

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

214

Venues

33

Active years

2010–2026

Best venue rank

A*

Where they publish

Papers

214 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIGraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation.Xinghe Cheng, Zihan Zhang, Jiapu Wang, Liangda Fang, Chaobo He, Quanlong Guan, Shirui Pan, Weiqi Luo
2026AAAIAssemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation.Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan
2026AAAICorrecting False Alarms from Unseen: Adapting Graph Anomaly Detectors at Test Time.Junjun Pan, Yixin Liu, Chuan Zhou, Fei Xiong, Alan Wee-Chung Liew, Shirui Pan
2026ACLLexGenius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence.Wenjin Liu, Haoran Luo, Xin Feng, Xiang Ji, Lijuan Zhou, Rui Mao, Jiapu Wang, Shirui Pan, Erik Cambria
2026ACLSQL-ASTRA: Alleviating Sparse Feedback in Agentic SQL via Column-Set Matching and Trajectory Aggregation.Long Li, Zhijian Zhou, Jiangxuan Long, Peiyang Liu, Weidi Xu, Zhe Wang, Shirui Pan, Chao Qu
2026ACLBlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks.Rui Miao, Yixin Liu, Yili Wang, Xu Shen, Yue Tan, Yiwei Dai, Shirui Pan, Xin Wang
2026ACLExplainable and Fine-Grained Safeguarding of LLM Multi-Agent Systems via Bi-Level Graph Anomaly Detection.Junjun Pan, Yixin Liu, Rui Miao, Kaize Ding, Yu Zheng, Quoc Viet Hung Nguyen, Alan Wee-Chung Liew, Shirui Pan
2026ACLCIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems.Yongxuan Wu, Xixun Lin, He Zhang, Nan Sun, Kun Wang, Chuan Zhou, Shirui Pan, Yanan Cao
2026EACLBeyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing.Shigeng Chen, Linhao Luo, Zhangchi Qiu, Yanan Cao, Carl Yang, Shirui Pan
2026KDDEviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context Reasoning.Hengyu Zhang, Xuyun Zhang, Pengxiang Zhan, Linhao Luo, Hang Lv, Yanchao Tan, Shirui Pan, Carl Yang
2026NDSSCharacter-Level Perturbations Disrupt LLM Watermarks.Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, He Zhang, Shirui Pan, Bo Liu, Asif Gill, Leo Yu Zhang
2026PAKDDIAMRec: Intent-Adaptive Multimodal Recommendation with Collaborative-Modality Disentanglement.Jiayi Chen, Xin Zheng, Yixin Liu, Yi Li, Yongqiang Guo, Shirui Pan
2026WWWnegMIX: Negative Mixup for OOD Generalization in Open-Set Node Classification.Junwei Gong, Xiao Shen, Zhihao Chen, Shirui Pan, Xiao Wang, Xi Zhou
2026WWWOFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models.Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan
2026WWWMeta-Learning Driven Few-Shot Knowledge Transfer with Dual-Stage Adaptive Data Replay for Cross-Domain Recommendation.Yilei Qiu, Fei Xiong, Jun Hu, Shirui Pan, Liang Wang
2026WWWMulti-Source Unsupervised Graph Domain Adaptation via Concise Propagation-Transformation Pipeline.Jiayi Wang, Yi Li, Xin Zheng, Junyang Chen, Yanqing Guo, Alan Wee-Chung Liew, Shirui Pan
2026WWWGraph-to-Tree: Topological Decomposition for Self-Supervised Learning.Yejiang Wang, Yuhai Zhao, Fangting Li, Jiapu Wang, Meixia Wang, Ling Li, Miaomiao Huang, Zhengkui Wang, Shirui Pan
2026SPARES: Scalable and Practical Gradient Inversion Attack in Federated Learning Through Activation Recovery.Zirui Gong, Leo Yu Zhang, Yanjun Zhang, Viet Vo, Tianqing Zhu, Shirui Pan, Cong Wang
2025AAAIOpen-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment.Xiao Shen, Zhihao Chen, Shirui Pan, Shuang Zhou, Laurence T. Yang, Xi Zhou
2025AAAIA Label-free Heterophily-guided Approach for Unsupervised Graph Fraud Detection.Junjun Pan, Yixin Liu, Xin Zheng, Yizhen Zheng, Alan Wee-Chung Liew, Fuyi Li, Shirui Pan
2025AAAIDomain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation.Nian Rong, Fei Xiong, Shirui Pan, Guixun Luo, Jia Wu, Liang Wang
2025AAAIAdversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks.Weixuan Shen, Xiaobo Shen, Shirui Pan
2025AAAIRobust Graph Based Social Recommendation Through Contrastive Multi-View Learning.Fei Xiong, Tao Zhang, Shirui Pan, Guixun Luo, Liang Wang
2025AAAITGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs.Qin Zhang, Xiaowei Li, Ziqi Liu, Xiaochen Fan, Xiaojun Chen, Shirui Pan
2025ACISPSoK: A Deep Dive Into Anti-money Laundering Techniques for Blockchain Cryptocurrencies.Qishuang Fu, Joseph K. Liu, Shirui Pan, Tsz Hon Yuen
2025CIKMOASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories.Bo Li, Yingqi Feng, Ming Jin, Xin Zheng, Yufei Tang, Laurent M. Chrubin, Can Wang, Alan Wee-Chung Liew, Qinghua Lu, Jingwei Yao, Hong Zhang, Shirui Pan, Xingquan Zhu
2025CIKMFreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection.Yunfeng Zhao, Yixin Liu, Shiyuan Li, Qingfeng Chen, Yu Zheng, Shirui Pan
2025DICTAFDR-CultivarNet: Feature Decomposition and Reconstruction Network for Few-Shot Cultivar Leaf Classification.Md Ismail Hossen, Mohammad Aminul Islam, Mohammad Awrangjeb, Shirui Pan
2025EMNLPEnhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning.Yu Liu, Yanan Cao, Xixun Lin, Yanmin Shang, Shi Wang, Shirui Pan
2025EMNLPUnderstanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems.Xu Shen, Yixin Liu, Yiwei Dai, Yili Wang, Rui Miao, Yue Tan, Shirui Pan, Xin Wang
2025ICDCSMosaic: Client-driven Account Allocation Framework in Sharded Blockchains.Yuanzhe Zhang, Shirui Pan, Jiangshan Yu
2025ICDEPersonalized Multi-Interest Modeling for Cross-Domain Recommendation to Cold-Start Users.Xiaodong Li, Jiawei Sheng, Jiangxia Cao, Xinghua Zhang, Wenyuan Zhang, Yong Sun, Shirui Pan, Zhihong Tian, Tingwen Liu
2025ICDMTED++: Submanifold-Aware Backdoor Detection via Layerwise Tubular-Neighbourhood Screening.Nam Le, Leo Yu Zhang, Kewen Liao, Shirui Pan, Wei Luo
2025ICDMTest-Time GNN Model Evaluation on Dynamic Graphs.Bo Li, Xin Zheng, Ming Jin, Can Wang, Shirui Pan
2025ICDMReasoning Over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations.Zhangchi Qiu, Linhao Luo, Shirui Pan, Alan Wee-Chung Liew
2025ICDMTest-Time Graph Rebirth for GNN Generalization Under Distribution Shifts.Xin Zheng, Bo Li, Yu Zheng, Qin Zhang, Haishuai Wang, Yuxuan Liang, Alan Wee-Chung Liew, Shirui Pan
2025ICLRUnifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark.Yili Wang, Yixin Liu, Xu Shen, Chenyu Li, Rui Miao, Kaize Ding, Ying Wang, Shirui Pan, Xin Wang
2025ICLRTowards Neural Scaling Laws for Time Series Foundation Models.Qingren Yao, Chao-Han Huck Yang, Renhe Jiang, Yuxuan Liang, Ming Jin, Shirui Pan
2025ICLRGraph Sparsification via Mixture of Graphs.Guibin Zhang, Xiangguo Sun, Yanwei Yue, Chonghe Jiang, Kun Wang, Tianlong Chen, Shirui Pan
2025ICMLTest-Time Graph Neural Dataset Search With Generative Projection.Xin Zheng, Wei Huang, Chuan Zhou, Ming Li, Shirui Pan
2025ICMLBiMark: Unbiased Multilayer Watermarking for Large Language Models.Xiaoyan Feng, He Zhang, Yanjun Zhang, Leo Yu Zhang, Shirui Pan
2025ICMLLess is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective.Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Shirui Pan, Chuan Chen
2025ICMLTimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting.Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan
2025ICMLMitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification.Langzhang Liang, Fanchen Bu, Zixing Song, Zenglin Xu, Shirui Pan, Kijung Shin
2025ICMLGraph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models.Linhao Luo, Zicheng Zhao, Gholamreza Haffari, Yuan-Fang Li, Chen Gong, Shirui Pan
2025ICMLEquivalence is All: A Unified View for Self-supervised Graph Learning.Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Ling Li, Jiapu Wang, Fangting Li, Miaomiao Huang, Shirui Pan, Xingwei Wang
2025ICMLN2GON: Neural Networks for Graph-of-Net with Position Awareness.Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Wen Shan, Ling Li, Qian Li, Miaomiao Huang, Meixia Wang, Shirui Pan, Xingwei Wang
2025ICMLConformal Anomaly Detection in Event Sequences.Shuai Zhang, Chuan Zhou, Yang Liu, Peng Zhang, Xixun Lin, Shirui Pan
2025IJCAIT2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models.Yunfeng Ge, Jiawei Li, Yiji Zhao, Haomin Wen, Zhao Li, Meikang Qiu, Hongyan Li, Ming Jin, Shirui Pan
2025IJCAIM^2LLM: Multi-view Molecular Representation Learning with Large Language Models.Jiaxin Ju, Yizhen Zheng, Huan Yee Koh, Can Wang, Shirui Pan
2025IJCAISharpness-aware Zeroth-order Optimization for Graph Transformers.Yang Liu, Chuan Zhou, Yuhan Lin, Shuai Zhang, Yang Gao, Zhao Li, Shirui Pan
2025IJCAIProgressive Prefix-Memory Tuning for Complex Logical Query Answering on Knowledge Graphs.Xingrui Zhuo, Shirui Pan, Jiapu Wang, Gongqing Wu, Zan Zhang, Rui Li, Zizhong Wei, Xindong Wu
2025KDDA Survey on Unifying Large Language Models and Knowledge Graphs for Biomedicine and Healthcare.Ran Xu, Patrick Jiang, Linhao Luo, Cao Xiao, Adam Cross, Shirui Pan, Jimeng Sun, Carl Yang
2025KDDFoundation Models for Spatio-Temporal Data Science: A Tutorial and Survey.Yuxuan Liang, Haomin Wen, Yutong Xia, Ming Jin, Bin Yang, Flora Salim, Qingsong Wen, Shirui Pan, Gao Cong
2025PAKDDSpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer.Zizhe Jin, Yizhen Zheng, Linhao Luo, Yixin Liu, Xin Zheng, Xuefei Yin, Vincent Lee, Shirui Pan
2025PAKDDUni-MRL: Unified MultiModal Molecular Representation Learning with Large Language Models and Graph Neural Networks.Jiaxin Ju, Yizhen Zheng, Huan Yee Koh, Shirui Pan
2025PAKDDChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning.Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2025PAKDDGraph Retrieval-Augmented LLM for Conversational Recommendation Systems.Zhangchi Qiu, Linhao Luo, Zicheng Zhao, Shirui Pan, Alan Wee-Chung Liew
2025PAKDDEfficient and Diverse De Novo Protein Backbone Design with SE(3)-Equivariant Diffusion.Ruipeng Zhou, Ming Yang, Yi Li, Xin Zheng, Alan Wee-Chung Liew, Shirui Pan, Yanqing Guo
2025WWWThe Workshop of Artificial Intelligence for Web-Centric Time Series Analysis (AI4TS): Theory, Algorithms, and Applications.Ming Jin, Mahsa Salehi, Yuxuan Liang, Dongjin Song, Flora Salim, Min Wu, Shirui Pan, Qingsong Wen
2025WWWUnleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism.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
2025WWWFew-Shot Learning on Graphs: From Meta-Learning to LLM-empowered Pre-Training and Beyond.Yuan Fang, Yuxia Wu, Xingtong Yu, Shirui Pan
2025WWWIntegrating Large Language Models and Knowledge Graphs for Next-level AGI.Linhao Luo, Carl Yang, Evgeny Kharlamov, Shirui Pan
2025WWWEffective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs.Xingrui Zhuo, Jiapu Wang, Gongqing Wu, Shirui Pan, Xindong Wu
2025SPNot All Edges are Equally Robust: Evaluating the Robustness of Ranking-Based Federated Learning.Zirui Gong, Yanjun Zhang, Leo Yu Zhang, Zhaoxi Zhang, Yong Xiang, Shirui Pan
2024AAAITowards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation.Di Mi, Yanjun Zhang, Leo Yu Zhang, Shengshan Hu, Qi Zhong, Haizhuan Yuan, Shirui Pan
2024AAAIAugmented Commonsense Knowledge for Remote Object Grounding.Bahram Mohammadi, Yicong Hong, Yuankai Qi, Qi Wu, Shirui Pan, Javen Qinfeng Shi
2024AAAIGOODAT: Towards Test-Time Graph Out-of-Distribution Detection.Luzhi Wang, Dongxiao He, He Zhang, Yixin Liu, Wenjie Wang, Shirui Pan, Di Jin, Tat-Seng Chua
2024AAAINestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning.Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab
2024AAAIROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype Learning.Qin Zhang, Xiaowei Li, Jiexin Lu, Liping Qiu, Shirui Pan, Xiaojun Chen, Junyang Chen
2024ACSACStealing Watermarks of Large Language Models via Mixed Integer Programming.Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shengshan Hu, Asif Gill, Shirui Pan
2024CIKMNoise-Resilient Unsupervised Graph Representation Learning via Multi-Hop Feature Quality Estimation.Shiyuan Li, Yixin Liu, Qingfeng Chen, Geoffrey I. Webb, Shirui Pan
2024ECAIDifferentiating Choices via Commonality for Multiple-Choice Question Answering.Wenqing Deng, Zhe Wang, Kewen Wang, Shirui Pan, Xiaowang Zhang, Zhiyong Feng
2024ICDEUnraveling Privacy Risks of Individual Fairness in Graph Neural Networks.He Zhang, Xingliang Yuan, Shirui Pan
2024ICLRTime-LLM: Time Series Forecasting by Reprogramming Large Language Models.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
2024ICLRReasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning.Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2024ICLROnline GNN Evaluation Under Test-time Graph Distribution Shifts.Xin Zheng, Dongjin Song, Qingsong Wen, Bo Du, Shirui Pan
2024ICMLPosition: What Can Large Language Models Tell Us about Time Series Analysis.Ming Jin, Yifan Zhang, Wei Chen, Kexin Zhang, Yuxuan Liang, Bin Yang, Jindong Wang, Shirui Pan, Qingsong Wen
2024ICMLSign is Not a Remedy: Multiset-to-Multiset Message Passing for Learning on Heterophilic Graphs.Langzhang Liang, Sunwoo Kim, Kijung Shin, Zenglin Xu, Shirui Pan, Yuan Qi
2024ICMLGraph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification.Xixun Lin, Wenxiao Zhang, Fengzhao Shi, Chuan Zhou, Lixin Zou, Xiangyu Zhao, Dawei Yin, Shirui Pan, Yanan Cao
2024ICMLTwo Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness.Guibin Zhang, Yanwei Yue, Kun Wang, Junfeng Fang, Yongduo Sui, Kai Wang, Yuxuan Liang, Dawei Cheng, Shirui Pan, Tianlong Chen
2024IJCAIUnsupervised Deep Graph Structure and Embedding Learning.Xiaobo Shen, Lei Shi, Xiuwen Gong, Shirui Pan
2024IJCAIGradformer: Graph Transformer with Exponential Decay.Chuang Liu, Zelin Yao, Yibing Zhan, Xueqi Ma, Shirui Pan, Wenbin Hu
2024IJCAICONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection.Qin Zhang, Jiexin Lu, Xiaowei Li, Huisi Wu, Shirui Pan, Junyang Chen
2024IJCAIFedPFT: Federated Proxy Fine-Tuning of Foundation Models.Zhaopeng Peng, Xiaoliang Fan, Yufan Chen, Zheng Wang, Shirui Pan, Chenglu Wen, Ruisheng Zhang, Cheng Wang
2024IJCAIGraph Attention Network with High-Order Neighbor Information Propagation for Social Recommendation.Fei Xiong, Haoran Sun, Gui Xun Luo, Shirui Pan, Meikang Qiu, Liang Wang
2024KDDDivide and Denoise: Empowering Simple Models for Robust Semi-Supervised Node Classification against Label Noise.Kaize Ding, Xiaoxiao Ma, Yixin Liu, Shirui Pan
2024KDDFoundation Models for Time Series Analysis: A Tutorial and Survey.Yuxuan Liang, Haomin Wen, Yuqi Nie, Yushan Jiang, Ming Jin, Dongjin Song, Shirui Pan, Qingsong Wen
2024KDDOptimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models.Xu Shen, Yili Wang, Kaixiong Zhou, Shirui Pan, Xin Wang
2024KDDThe Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs.Kun Wang, Guibin Zhang, Xinnan Zhang, Junfeng Fang, Xun Wu, Guohao Li, Shirui Pan, Wei Huang, Yuxuan Liang
2024NDSSGraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks.Bang Wu, He Zhang, Xiangwen Yang, Shuo Wang, Minhui Xue, Shirui Pan, Xingliang Yuan
2024WWWCost-effective Data Labelling for Graph Neural Networks.Shixun Huang, Ge Lee, Zhifeng Bao, Shirui Pan
2024WWWIME: Integrating Multi-curvature Shared and Specific Embedding for Temporal Knowledge Graph Completion.Jiapu Wang, Zheng Cui, Boyue Wang, Shirui Pan, Junbin Gao, Baocai Yin, Wen Gao
2024SPSecuring Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification.Bang Wu, Xingliang Yuan, Shuo Wang, Qi Li, Minhui Xue, Shirui Pan
2024WSDMMaximizing Malicious Influence in Node Injection Attack.Xiao Zhang, Peng Bao, Shirui Pan
2023AAAINeighbor Contrastive Learning on Learnable Graph Augmentation.Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang
2023AAAIBeyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating.Yixin Liu, Yizhen Zheng, Daokun Zhang, Vincent C. S. Lee, Shirui Pan
2023AAAISimple and Efficient Heterogeneous Graph Neural Network.Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
2023ACLShrinking Embeddings for Hyper-Relational Knowledge Graphs.Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab
2023ADMAHow Does ChatGPT Affect Fake News Detection Systems?Bo Li, Jiaxin Ju, Can Wang, Shirui Pan
2023CoNLLA Minimal Approach for Natural Language Action Space in Text-based Games.Dongwon Ryu, Meng Fang, Gholamreza Haffari, Shirui Pan, Ehsan Shareghi
2023ICDEMAMDR: A Model Agnostic Learning Framework for Multi-Domain Recommendation.Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Shirui Pan
2023ICDETxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems.Yuanzhe Zhang, Shirui Pan, Jiangshan Yu
2023ICDMPREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly Detection.Junjun Pan, Yixin Liu, Yizhen Zheng, Shirui Pan
2023ICDMRobust Network Alignment with the Combination of Structure and Attribute Embeddings.Jingkai Peng, Fei Xiong, Shirui Pan, Liang Wang, Xi Xiong
2023ICDMCompatible Transformer for Irregularly Sampled Multivariate Time Series.Yuxi Wei, Juntong Peng, Tong He, Chenxin Xu, Jian Zhang, Shirui Pan, Siheng Chen
2023ICMLDemystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks.He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan
2023ICMLFinding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs.Yizhen Zheng, He Zhang, Vincent Cheng-Siong Lee, Yu Zheng, Xiao Wang, Shirui Pan
2023IJCAIG2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns.Qin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan
2023KDDLearning Strong Graph Neural Networks with Weak Information.Yixin Liu, Kaize Ding, Jianling Wang, Vincent C. S. Lee, Huan Liu, Shirui Pan
2023WWWDual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation.Di Jin, Luzhi Wang, Yizhen Zheng, Guojie Song, Fei Jiang, Xiang Li, Wei Lin, Shirui Pan
2023WWWCurvDrop: A Ricci Curvature Based Approach to Prevent Graph Neural Networks from Over-Smoothing and Over-Squashing.Yang Liu, Chuan Zhou, Shirui Pan, Jia Wu, Zhao Li, Hongyang Chen, Peng Zhang
2023WWWAuto-HeG: Automated Graph Neural Network on Heterophilic Graphs.Xin Zheng, Miao Zhang, Chunyang Chen, Qin Zhang, Chuan Zhou, Shirui Pan
2023WWWRobust Graph Representation Learning for Local Corruption Recovery.Bingxin Zhou, Yuanhong Jiang, Yuguang Wang, Jingwei Liang, Junbin Gao, Shirui Pan, Xiaoqun Zhang
2023SIGIRNormalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion.Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan
2023UAIFast Heterogeneous Federated Learning with Hybrid Client Selection.Duanxiao Song, Guangyuan Shen, Dehong Gao, Libin Yang, Xukai Zhou, Shirui Pan, Wei Lou, Fang Zhou
2023WSDMThe 3rd International Workshop on Machine Learning on Graphs (MLoG).Tyler Derr, Yao Ma, Benedek Rozemberczki, Neil Shah, Shirui Pan
2023WSDMGOOD-D: On Unsupervised Graph Out-Of-Distribution Detection.Yixin Liu, Kaize Ding, Huan Liu, Shirui Pan
2023WSDMGraph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs.Linhao Luo, Gholamreza Haffari, Shirui Pan
2022AAAIThrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract).Ruibin Chen, Miao Zhang, Xin Zheng, Shirui Pan
2022AAAIExploring Relational Semantics for Inductive Knowledge Graph Completion.Changjian Wang, Xiaofei Zhou, Shirui Pan, Linhua Dong, Zeliang Song, Ying Sha
2022ACLFire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games.Dongwon Ryu, Ehsan Shareghi, Meng Fang, Yunqiu Xu, Shirui Pan, Gholamreza Haffari
2022AsiaCCSModel Extraction Attacks on Graph Neural Networks: Taxonomy and Realisation.Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan
2022CVPRCross-modal Clinical Graph Transformer for Ophthalmic Report Generation.Mingjie Li, Wenjia Cai, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang
2022CVPRA Probabilistic Graphical Model Based on Neural-symbolic Reasoning for Visual Relationship Detection.Dongran Yu, Bo Yang, Qianhao Wei, Anchen Li, Shirui Pan
2022CVPRBaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule.Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Su, Jilin Hu, Gholamreza Haffari, Bin Yang
2022EMNLPHow Far are We from Robust Long Abstractive Summarization?Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan
2022FUSIONParaphrasing Techniques for Maritime QA system.Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li, Van Nguyen
2022ICDETowards Spatio- Temporal Aware Traffic Time Series Forecasting.Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo, Tung Kieu, Shirui Pan
2022ICDMA Dynamic Variational Framework for Open-World Node Classification in Structured Sequences.Qin Zhang, Qincai Li, Xiaojun Chen, Peng Zhang, Shirui Pan, Philippe Fournier-Viger, Joshua Zhexue Huang
2022ICDMMulti-Relational Graph Neural Architecture Search with Fine-grained Message Passing.Xin Zheng, Miao Zhang, Chunyang Chen, Chaojie Li, Chuan Zhou, Shirui Pan
2022ICDMUnifying Graph Contrastive Learning with Flexible Contextual Scopes.Yizhen Zheng, Yu Zheng, Xiaofei Zhou, Chen Gong, Vincent C. S. Lee, Shirui Pan
2022IJCAITriformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting.Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan
2022IJCAICGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning.Di Jin, Luzhi Wang, Yizhen Zheng, Xiang Li, Fei Jiang, Wei Lin, Shirui Pan
2022IJCAISurvey on Graph Neural Network Acceleration: An Algorithmic Perspective.Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie
2022IJCAIMulti-Graph Fusion Networks for Urban Region Embedding.Shangbin Wu, Xu Yan, Xiaoliang Fan, Shirui Pan, Shichao Zhu, Chuanpan Zheng, Ming Cheng, Cheng Wang
2022IJCNNImproving Factual Consistency of Dialogue Summarization with Fact-Augmentation Mechanism.Wenya Li, Xiaofei Zhou, Xu Bai, Shirui Pan
2022IJCNNJoint Graph-Sequence Learning for Molecular Property Prediction.Rom Uddamvathanak, Xin Zheng, Shirui Pan
2022KDDUltrahyperbolic Knowledge Graph Embeddings.Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab
2022WWWTowards Unsupervised Deep Graph Structure Learning.Yixin Liu, Yu Zheng, Daokun Zhang, Hongxu Chen, Hao Peng, Shirui Pan
2022WWWDual Space Graph Contrastive Learning.Haoran Yang, Hongxu Chen, Shirui Pan, Lin Li, Philip S. Yu, Guandong Xu
2022WSDMPredicting Human Mobility via Graph Convolutional Dual-attentive Networks.Weizhen Dang, Haibo Wang, Shirui Pan, Pei Zhang, Chuan Zhou, Xin Chen, Jilong Wang
2022SDMFine-grained Attributed Graph Clustering.Zhao Kang, Zhanyu Liu, Shirui Pan, Ling Tian
2022SDMCyclic Transfer Learning for Recommender Systems with Heterogeneous Feedbacks.Xuelian Ni, Fei Xiong, Yutian Hu, Shirui Pan, Hongshu Chen, Liang Wang
2021AAAIContrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning.Sheng Wan, Shirui Pan, Jian Yang, Chen Gong
2021AAAITowards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract).Bang Wu, Shirui Pan, Xingliang Yuan
2021ACLMedical Code Assignment with Gated Convolution and Note-Code Interaction.Shaoxiong Ji, Shirui Pan, Pekka Marttinen
2021CIKMANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning.Ming Jin, Yixin Liu, Yu Zheng, Lianhua Chi, Yuan-Fang Li, Shirui Pan
2021CIKMProjective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks.He Zhang, Bang Wu, Xiangwen Yang, Chuan Zhou, Shuo Wang, Xingliang Yuan, Shirui Pan
2021EMNLPLeveraging Information Bottleneck for Scientific Document Summarization.Jiaxin Ju, Ming Liu, Huan Yee Koh, Yuan Jin, Lan Du, Shirui Pan
2021FUSIONToward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain.Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu
2021ICDMHypergraph Convolutional Network for Group Recommendation.Renqi Jia, Xiaofei Zhou, Linhua Dong, Shirui Pan
2021ICDMAdapting Membership Inference Attacks to GNN for Graph Classification: Approaches and Implications.Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan
2021ICMLiDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients.Miao Zhang, Steven W. Su, Shirui Pan, Xiaojun Chang, M. Ehsan Abbasnejad, Reza Haffari
2021IJCAIMulti-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning.Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Gong, Chuan Zhou, Shirui Pan
2021IJCNNA Self-Supervised Learning Framework for Sequential Recommendation.Renqi Jia, Xu Bai, Xiaofei Zhou, Shirui Pan
2021PAKDDManifold Approximation and Projection by Maximizing Graph Information.Bahareh Fatemi, Soheila Molaei, Hadi Zare, Shirui Pan
2021PAKDDHeterogeneous Graph Attention Network for Small and Medium-Sized Enterprises Bankruptcy Prediction.Yizhen Zheng, Vincent C. S. Lee, Zonghan Wu, Shirui Pan
2021WWWTask-adaptive Neural Process for User Cold-Start Recommendation.Xixun Lin, Jia Wu, Chuan Zhou, Shirui Pan, Yanan Cao, Bin Wang
2020AAAIGoing Deep: Graph Convolutional Ladder-Shape Networks.Ruiqi Hu, Shirui Pan, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang
2020AAAIReinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks.Guojia Wan, Bo Du, Shirui Pan, Gholamreza Haffari
2020AAAIGSSNN: Graph Smoothing Splines Neural Networks.Shichao Zhu, Lewei Zhou, Shirui Pan, Chuan Zhou, Guiying Yan, Bin Wang
2020CVPROvercoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization.Miao Zhang, Huiqi Li, Shirui Pan, Xiaojun Chang, Steven W. Su
2020EMNLPMonash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline.Jiaxin Ju, Ming Liu, Longxiang Gao, Shirui Pan
2020ICDMCross-Graph: Robust and Unsupervised Embedding for Attributed Graphs with Corrupted Structure.Chun Wang, Bo Han, Shirui Pan, Jing Jiang, Gang Niu, Guodong Long
2020ICDMOpenWGL: Open-World Graph Learning.Man Wu, Shirui Pan, Xingquan Zhu
2020IJCAIReasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning.Guojia Wan, Shirui Pan, Chen Gong, Chuan Zhou, Gholamreza Haffari
2020IJCAIA Relation-Specific Attention Network for Joint Entity and Relation Extraction.Yue Yuan, Xiaofei Zhou, Shirui Pan, Qiannan Zhu, Zeliang Song, Li Guo
2020IJCAIOne-Shot Neural Architecture Search via Novelty Driven Sampling.Miao Zhang, Huiqi Li, Shirui Pan, Taoping Liu, Steven W. Su
2020KDDGrounding Visual Concepts for Zero-Shot Event Detection and Event Captioning.Zhihui Li, Xiaojun Chang, Lina Yao, Shirui Pan, Zongyuan Ge, Huaxiang Zhang
2020KDDConnecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks.Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Xiaojun Chang, Chengqi Zhang
2020WWWUnsupervised Domain Adaptive Graph Convolutional Networks.Man Wu, Shirui Pan, Chuan Zhou, Xiaojun Chang, Xingquan Zhu
2019AAAILabel Embedding with Partial Heterogeneous Contexts.Yaxin Shi, Donna Xu, Yuangang Pan, Ivor W. Tsang, Shirui Pan
2019CIKMAn Explainable Deep Fusion Network for Affect Recognition Using Physiological Signals.Jionghao Lin, Shirui Pan, Cheng Siong Lee, Sharon L. Oviatt
2019CIKMLong-short Distance Aggregation Networks for Positive Unlabeled Graph Learning.Man Wu, Shirui Pan, Lan Du, Ivor W. Tsang, Xingquan Zhu, Bo Du
2019DASFAADetecting Suicidal Ideation with Data Protection in Online Communities.Shaoxiong Ji, Guodong Long, Shirui Pan, Tianqing Zhu, Jing Jiang, Sen Wang
2019ICDMDomain-Adversarial Graph Neural Networks for Text Classification.Man Wu, Shirui Pan, Xingquan Zhu, Chuan Zhou, Lei Pan
2019ICDMRelation Structure-Aware Heterogeneous Graph Neural Network.Shichao Zhu, Chuan Zhou, Shirui Pan, Xingquan Zhu, Bin Wang
2019IJCAIAttributed Graph Clustering: A Deep Attentional Embedding Approach.Chun Wang, Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Chengqi Zhang
2019IJCAIGraph WaveNet for Deep Spatial-Temporal Graph Modeling.Zonghan Wu, Shirui Pan, Guodong Long, Jing Jiang, Chengqi Zhang
2019IJCAILow-Bit Quantization for Attributed Network Representation Learning.Hong Yang, Shirui Pan, Ling Chen, Chuan Zhou, Peng Zhang
2019IJCNNDAGCN: Dual Attention Graph Convolutional Networks.Fengwen Chen, Shirui Pan, Jing Jiang, Huan Huo, Guodong Long
2019IJCNNLearning Private Neural Language Modeling with Attentive Aggregation.Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang
2019IJCNNAttentive Dual Embedding for Understanding Medical Concepts in Electronic Health Records.Xueping Peng, Guodong Long, Shirui Pan, Jing Jiang, Zhendong Niu
2019IJCNNAdversarial Action Data Augmentation for Similar Gesture Action Recognition.Di Wu, Junjun Chen, Nabin Sharma, Shirui Pan, Guodong Long, Michael Blumenstein
2018AAAIDiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding.Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang
2018ICDMBinarized attributed network embedding.Hong Yang, Shirui Pan, Peng Zhang, Ling Chen, Defu Lian, Chengqi Zhang
2018IJCAIDiscrete Network Embedding.Xiaobo Shen, Shirui Pan, Weiwei Liu, Yew-Soon Ong, Quan-Sen Sun
2018IJCAIActive Discriminative Network Representation Learning.Li Gao, Hong Yang, Chuan Zhou, Jia Wu, Shirui Pan, Yue Hu
2018IJCAIAdversarially Regularized Graph Autoencoder for Graph Embedding.Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Lina Yao, Chengqi Zhang
2018IJCNNCross-Domain Deep Learning Approach For Multiple Financial Market Prediction.Xinxin Jiang, Shirui Pan, Jing Jiang, Guodong Long
2018IJCNNCost-sensitive Hybrid Neural Networks for Heterogeneous and Imbalanced Data.Xinxin Jiang, Shirui Pan, Guodong Long, Jiang Chang, Jing Jiang, Chengqi Zhang
2018IJCNNFraudNE: a Joint Embedding Approach for Fraud Detection.Mengyu Zheng, Chuan Zhou, Jia Wu, Shirui Pan, Jinqiao Shi, Li Guo
2017CIKMGraph Ladder Networks for Network Classification.Ruiqi Hu, Shirui Pan, Jing Jiang, Guodong Long
2017CIKMMGAE: Marginalized Graph Autoencoder for Graph Clustering.Chun Wang, Shirui Pan, Guodong Long, Xingquan Zhu, Jing Jiang
2017IJCNNUniversal network representation for heterogeneous information networks.Ruiqi Hu, Celina Ping Yu, Sai-Fu Fung, Shirui Pan, Haishuai Wang, Guodong Long
2016AAAIDirect Discriminative Bag Mapping for Multi-Instance Learning.Jia Wu, Shirui Pan, Peng Zhang, Xingquan Zhu
2016ICDEJoint structure feature exploration and regularization for multi-task graph classification.Shirui Pan, Jia Wu, Xingquan Zhu, Chengqi Zhang, Philip S. Yu
2016IJCAITri-Party Deep Network Representation.Shirui Pan, Jia Wu, Xingquan Zhu, Chengqi Zhang, Yang Wang
2016IJCAIIterative Views Agreement: An Iterative Low-Rank Based Structured Optimization Method to Multi-View Spectral Clustering.Yang Wang, Wenjie Zhang, Lin Wu, Xuemin Lin, Meng Fang, Shirui Pan
2016IJCNNCo-clustering enterprise social networks.Ruiqi Hu, Shirui Pan, Guodong Long, Xingquan Zhu, Jing Jiang, Chengqi Zhang
2015ICONIPMining Top-k Minimal Redundancy Frequent Patterns over Uncertain Databases.Haishuai Wang, Peng Zhang, Jia Wu, Shirui Pan
2015IJCAIMulti-Graph-View Learning for Complicated Object Classification.Jia Wu, Shirui Pan, Xingquan Zhu, Zhihua Cai, Chengqi Zhang
2014CIKMExploring Features for Complicated Objects: Cross-View Feature Selection for Multi-Instance Learning.Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Zhihua Cai, Chengqi Zhang
2014ICDMMulti-graph-view Learning for Graph Classification.Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Zhihua Cai, Chengqi Zhang
2014IJCNNAttribute weighting: How and when does it work for Bayesian Network Classification.Jia Wu, Zhihua Cai, Shirui Pan, Xingquan Zhu, Chengqi Zhang
2014IJCNNDual instance and attribute weighting for Naive Bayes classification.Jia Wu, Shirui Pan, Zhihua Cai, Xingquan Zhu, Chengqi Zhang
2014SDMMulti-Graph Learning with Positive and Unlabeled Bags.Jia Wu, Zhibin Hong, Shirui Pan, Xingquan Zhu, Chengqi Zhang, Zhihua Cai
2013ICDEGraph stream classification using labeled and unlabeled graphs.Shirui Pan, Xingquan Zhu, Chengqi Zhang, Philip S. Yu
2013IJCAIGraph Classification with Imbalanced Class Distributions and Noise.Shirui Pan, Xingquan Zhu
2012CIKMCGStream: continuous correlated graph query for data streams.Shirui Pan, Xingquan Zhu
2012CIKMContinuous top-k query for graph streams.Shirui Pan, Xingquan Zhu
2012ICPRTop-k correlated subgraph query for data streams.Shirui Pan, Xingquan Zhu, Meng Fang
2010PAKDDClassifier Ensemble for Uncertain Data Stream Classification.Shirui Pan, Kuan Wu, Yang Zhang, Xue Li