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Shirui Pan
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2020 – today
- 2023
- [j100]Ruyi Chen, Fuyi Li, Xudong Guo, Yue Bi, Chen Li, Shirui Pan, Lachlan J. M. Coin, Jiangning Song:
ATTIC is an integrated approach for predicting A-to-I RNA editing sites in three species. Briefings Bioinform. 24(3) (2023) - [j99]Fuyi Li
, Xudong Guo, Yue Bi, Runchang Jia, Miranda E. Pitt
, Shirui Pan, Shuqin Li, Robin B. Gasser
, Lachlan J. M. Coin
, Jiangning Song
:
Digerati - A multipath parallel hybrid deep learning framework for the identification of mycobacterial PE/PPE proteins. Comput. Biol. Medicine 163: 107155 (2023) - [j98]Huan Yee Koh
, Jiaxin Ju
, Ming Liu
, Shirui Pan
:
An Empirical Survey on Long Document Summarization: Datasets, Models, and Metrics. ACM Comput. Surv. 55(8): 154:1-154:35 (2023) - [j97]Tao Dai
, Jie Zhao, Dehong Li
, Shun Tian, Xiangmo Zhao, Shirui Pan:
Heterogeneous deep graph convolutional network with citation relational BERT for COVID-19 inline citation recommendation. Expert Syst. Appl. 213(Part): 118841 (2023) - [j96]Ghazaleh Niknam, Soheila Molaei, Hadi Zare, David A. Clifton, Shirui Pan:
Graph representation learning based on deep generative gaussian mixture models. Neurocomputing 523: 157-169 (2023) - [j95]Di Jin, Luzhi Wang, He Zhang, Yizhen Zheng, Weiping Ding, Feng Xia, Shirui Pan
:
A survey on fairness-aware recommender systems. Inf. Fusion 100: 101906 (2023) - [j94]Chu Zhong, Fei Xiong, Shirui Pan, Liang Wang, Xi Xiong:
Hierarchical attention neural network for information cascade prediction. Inf. Sci. 622: 1109-1127 (2023) - [j93]Xiaoyong Mei, Yougen Zhou, Chenjing Zhu, Mengting Wu, Ming Li
, Shirui Pan:
A disentangled linguistic graph model for explainable aspect-based sentiment analysis. Knowl. Based Syst. 260: 110150 (2023) - [j92]Xiao Shen
, Shirui Pan, Kup-Sze Choi
, Xi Zhou
:
Domain-adaptive message passing graph neural network. Neural Networks 164: 439-454 (2023) - [j91]Ghazaleh Niknam
, Soheila Molaei, Hadi Zare
, Shirui Pan, Mahdi Jalili, Tingting Zhu
, David A. Clifton:
DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks. Neural Networks 165: 596-610 (2023) - [j90]Dongran Yu, Bo Yang
, Dayou Liu, Hui Wang, Shirui Pan:
A survey on neural-symbolic learning systems. Neural Networks 166: 105-126 (2023) - [j89]Hao Peng
, Ruitong Zhang
, Shaoning Li
, Yuwei Cao
, Shirui Pan
, Philip S. Yu
:
Reinforced, Incremental and Cross-Lingual Event Detection From Social Messages. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 980-998 (2023) - [j88]Xin Zheng, Yanbo Fan, Baoyuan Wu
, Yong Zhang, Jue Wang, Shirui Pan:
Robust Physical-World Attacks on Face Recognition. Pattern Recognit. 133: 109009 (2023) - [j87]Xiaobo Shen, Yew-Soon Ong, Zheng Mao, Shirui Pan, Weiwei Liu, Yuhui Zheng:
Compact network embedding for fast node classification. Pattern Recognit. 136: 109236 (2023) - [j86]Di Jin
, Zhizhi Yu
, Pengfei Jiao
, Shirui Pan
, Dongxiao He
, Jia Wu
, Philip S. Yu
, Weixiong Zhang:
A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning. IEEE Trans. Knowl. Data Eng. 35(2): 1149-1170 (2023) - [j85]Yixin Liu, Ming Jin
, Shirui Pan
, Chuan Zhou
, Yu Zheng, Feng Xia
, Philip S. Yu
:
Graph Self-Supervised Learning: A Survey. IEEE Trans. Knowl. Data Eng. 35(6): 5879-5900 (2023) - [j84]Zonghan Wu
, Shirui Pan
, Guodong Long
, Jing Jiang, Chengqi Zhang
:
Beyond Low-Pass Filtering: Graph Convolutional Networks With Automatic Filtering. IEEE Trans. Knowl. Data Eng. 35(7): 6687-6697 (2023) - [j83]He Zhang
, Xingliang Yuan
, Chuan Zhou
, Shirui Pan
:
Projective Ranking-Based GNN Evasion Attacks. IEEE Trans. Knowl. Data Eng. 35(8): 8402-8416 (2023) - [j82]Ming Jin
, Yu Zheng, Yuan-Fang Li
, Siheng Chen
, Bin Yang
, Shirui Pan
:
Multivariate Time Series Forecasting With Dynamic Graph Neural ODEs. IEEE Trans. Knowl. Data Eng. 35(9): 9168-9180 (2023) - [j81]Liang Wang
, Dingqi Yang
, Zhiwen Yu
, Fei Xiong
, Lei Han
, Shirui Pan
, Bin Guo
:
Task Scheduling in Three-Dimensional Spatial Crowdsourcing: A Social Welfare Perspective. IEEE Trans. Mob. Comput. 22(9): 5555-5567 (2023) - [j80]Soheila Molaei
, Nima Ghanbari Bousejin
, Hadi Zare
, Mahdi Jalili
, Shirui Pan
:
Learning Graph Representations With Maximal Cliques. IEEE Trans. Neural Networks Learn. Syst. 34(2): 1089-1096 (2023) - [j79]Xiang Ying, Zechen Meng, Mankun Zhao, Mei Yu, Shirui Pan, Xuewei Li:
Gated graph convolutional network with enhanced representation and joint attention for distant supervised heterogeneous relation extraction. World Wide Web (WWW) 26(1): 401-420 (2023) - [c123]Yixin Liu, Yizhen Zheng, Daokun Zhang, Vincent C. S. Lee, Shirui Pan:
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating. AAAI 2023: 4516-4524 - [c122]Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang:
Neighbor Contrastive Learning on Learnable Graph Augmentation. AAAI 2023: 9782-9791 - [c121]Xiaocheng Yang
, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan:
Simple and Efficient Heterogeneous Graph Neural Network. AAAI 2023: 10816-10824 - [c120]Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab:
Shrinking Embeddings for Hyper-Relational Knowledge Graphs. ACL (1) 2023: 13306-13320 - [c119]Yuanzhe Zhang, Shirui Pan, Jiangshan Yu:
TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems. ICDE 2023: 721-733 - [c118]Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Shirui Pan:
MAMDR: A Model Agnostic Learning Framework for Multi-Domain Recommendation. ICDE 2023: 3079-3092 - [c117]He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan:
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks. ICML 2023: 41737-41752 - [c116]Yizhen Zheng, He Zhang, Vincent Cheng-Siong Lee, Yu Zheng, Xiao Wang, Shirui Pan:
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs. ICML 2023: 42492-42505 - [c115]Qin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan:
G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns. IJCAI 2023: 4576-4583 - [c114]Yixin Liu
, Kaize Ding
, Jianling Wang
, Vincent C. S. Lee, Huan Liu
, Shirui Pan
:
Learning Strong Graph Neural Networks with Weak Information. KDD 2023: 1559-1571 - [c113]Zicheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong:
Towards Few-Shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-Guided Neural Process Approach. ECML/PKDD (3) 2023: 515-532 - [c112]Linhao Luo
, Yuan-Fang Li
, Gholamreza Haffari
, Shirui Pan
:
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion. SIGIR 2023: 900-910 - [c111]Duanxiao Song, Guangyuan Shen, Dehong Gao, Libin Yang, Xukai Zhou, Shirui Pan, Wei Lou, Fang Zhou:
Fast Heterogeneous Federated Learning with Hybrid Client Selection. UAI 2023: 2006-2015 - [c110]Yixin Liu
, Kaize Ding
, Huan Liu
, Shirui Pan
:
GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection. WSDM 2023: 339-347 - [c109]Linhao Luo
, Gholamreza Haffari
, Shirui Pan
:
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs. WSDM 2023: 778-786 - [c108]Tyler Derr
, Yao Ma
, Benedek Rozemberczki
, Neil Shah
, Shirui Pan
:
The 3rd International Workshop on Machine Learning on Graphs (MLoG). WSDM 2023: 1271-1272 - [c107]Yang Liu
, Chuan Zhou
, Shirui Pan
, Jia Wu
, Zhao Li
, Hongyang Chen
, Peng Zhang
:
CurvDrop: A Ricci Curvature Based Approach to Prevent Graph Neural Networks from Over-Smoothing and Over-Squashing. WWW 2023: 221-230 - [c106]Bingxin Zhou
, Yuanhong Jiang
, Yuguang Wang
, Jingwei Liang
, Junbin Gao
, Shirui Pan
, Xiaoqun Zhang
:
Robust Graph Representation Learning for Local Corruption Recovery. WWW 2023: 438-448 - [c105]Xin Zheng
, Miao Zhang
, Chunyang Chen
, Qin Zhang
, Chuan Zhou
, Shirui Pan
:
Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs. WWW 2023: 611-620 - [c104]Di Jin
, Luzhi Wang
, Yizhen Zheng
, Guojie Song
, Fei Jiang
, Xiang Li
, Wei Lin
, Shirui Pan
:
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation. WWW 2023: 684-693 - [i107]Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang:
Neighbor Contrastive Learning on Learnable Graph Augmentation. CoRR abs/2301.01404 (2023) - [i106]He Zhang, Xingliang Yuan, Quoc Viet Hung Nguyen, Shirui Pan:
On the Interaction between Node Fairness and Edge Privacy in Graph Neural Networks. CoRR abs/2301.12951 (2023) - [i105]Xin Zheng, Miao Zhang, Chunyang Chen, Qin Zhang, Chuan Zhou, Shirui Pan:
Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs. CoRR abs/2302.12357 (2023) - [i104]Junbin Mao, Jin Liu, Hanhe Lin, Hulin Kuang, Shirui Pan, Yi Pan:
Multi-modal Multi-kernel Graph Learning for Autism Prediction and Biomarker Discovery. CoRR abs/2303.03388 (2023) - [i103]Linhao Luo, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan:
Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion. CoRR abs/2304.08183 (2023) - [i102]Bo Xiong, Mojtaba Nayyeri, Ming Jin, Yunjie He, Michael Cochez, Shirui Pan, Steffen Staab:
Geometric Relational Embeddings: A Survey. CoRR abs/2304.11949 (2023) - [i101]Fatemeh Shiri, Teresa Wang, Shirui Pan, Xiaojun Chang, Yuan-Fang Li, Reza Haffari, Van Nguyen, Shuang Yu:
Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain. CoRR abs/2305.02471 (2023) - [i100]Dongwon Kelvin Ryu, Meng Fang, Shirui Pan, Gholamreza Haffari, Ehsan Shareghi:
A Minimal Approach for Natural Language Action Space in Text-based Games. CoRR abs/2305.04082 (2023) - [i99]Di Jin, Luzhi Wang, Yizhen Zheng, Guojie Song, Fei Jiang, Xiang Li, Wei Lin, Shirui Pan:
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation. CoRR abs/2305.05848 (2023) - [i98]Ming Jin, Guangsi Shi, Yuan-Fang Li, Qingsong Wen, Bo Xiong, Tian Zhou, Shirui Pan:
How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting? CoRR abs/2305.06587 (2023) - [i97]Guangsi Shi, Daokun Zhang, Ming Jin, Shirui Pan:
Towards Complex Dynamic Physics System Simulation with Graph Neural ODEs. CoRR abs/2305.12334 (2023) - [i96]Yixin Liu, Kaize Ding, Jianling Wang, Vincent C. S. Lee, Huan Liu, Shirui Pan:
Learning Strong Graph Neural Networks with Weak Information. CoRR abs/2305.18457 (2023) - [i95]Di Jin, Luzhi Wang, He Zhang, Yizhen Zheng, Weiping Ding, Feng Xia, Shirui Pan:
A Survey on Fairness-aware Recommender Systems. CoRR abs/2306.00403 (2023) - [i94]Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab:
Shrinking Embeddings for Hyper-Relational Knowledge Graphs. CoRR abs/2306.02199 (2023) - [i93]Xin Zheng, Miao Zhang, Chunyang Chen, Quoc Viet Hung Nguyen, Xingquan Zhu, Shirui Pan:
Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data. CoRR abs/2306.02664 (2023) - [i92]Yizhen Zheng, He Zhang, Vincent C. S. Lee, Yu Zheng, Xiao Wang, Shirui Pan:
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs. CoRR abs/2306.07608 (2023) - [i91]Shirui Pan, Linhao Luo, Yufei Wang, Chen Chen, Jiapu Wang, Xindong Wu:
Unifying Large Language Models and Knowledge Graphs: A Roadmap. CoRR abs/2306.08302 (2023) - [i90]Kexin Zhang, Qingsong Wen, Chaoli Zhang, Rongyao Cai, Ming Jin, Yong Liu, James Zhang, Yuxuan Liang, Guansong Pang, Dongjin Song, Shirui Pan:
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects. CoRR abs/2306.10125 (2023) - [i89]Zicheng Zhao, Linhao Luo, Shirui Pan, Quoc Viet Hung Nguyen, Chen Gong:
Towards Few-shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-guided Neural Process Approach. CoRR abs/2307.01204 (2023) - [i88]Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, Cesare Alippi, Geoffrey I. Webb, Irwin King, Shirui Pan:
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection. CoRR abs/2307.03759 (2023) - [i87]Yu Zheng, Huan Yee Koh, Ming Jin, Lianhua Chi, Khoa T. Phan, Shirui Pan, Yi-Ping Phoebe Chen, Wei Xiang:
Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly Detection. CoRR abs/2307.08390 (2023) - [i86]Jiapu Wang, Boyue Wang, Meikang Qiu, Shirui Pan, Bo Xiong, Heng Liu, Linhao Luo, Tengfei Liu, Yongli Hu, Baocai Yin, Wen Gao:
A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects. CoRR abs/2308.02457 (2023) - [i85]Qin Zhang, Zelin Shi, Xiaolin Zhang, Xiaojun Chen, Philippe Fournier-Viger, Shirui Pan:
G2xy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns. CoRR abs/2308.05463 (2023) - [i84]Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan, Mahsa Salehi:
CARLA: A Self-supervised Contrastive Representation Learning Approach for Time Series Anomaly Detection. CoRR abs/2308.09296 (2023) - [i83]Xiao Shen, Shirui Pan, Kup-Sze Choi, Xi Zhou:
Domain-adaptive Message Passing Graph Neural Network. CoRR abs/2308.16470 (2023) - [i82]Linhao Luo, Jiaxin Ju, Bo Xiong, Yuan-Fang Li, Gholamreza Haffari, Shirui Pan:
ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning. CoRR abs/2309.01538 (2023) - [i81]Xiao Shen, Mengqiu Shao, Shirui Pan, Laurence T. Yang, Xi Zhou:
Domain-adaptive Graph Attention-supervised Network for Cross-network Edge Classification. CoRR abs/2309.07380 (2023) - [i80]Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shirui Pan, Kok-Leong Ong, Jun Zhang, Yang Xiang:
Client-side Gradient Inversion Against Federated Learning from Poisoning. CoRR abs/2309.07415 (2023) - [i79]Dongran Yu, Xueyan Liu, Shirui Pan, Anchen Li, Bo Yang:
A Novel Neural-symbolic System under Statistical Relational Learning. CoRR abs/2309.08931 (2023) - [i78]Xin Zheng, Yixin Liu, Zhifeng Bao, Meng Fang, Xia Hu, Alan Wee-Chung Liew, Shirui Pan:
Towards Data-centric Graph Machine Learning: Review and Outlook. CoRR abs/2309.10979 (2023) - 2022
- [j78]Xuan Li, Wei Wu, Yun-Hao Yuan, Shirui Pan, Xiaobo Shen
:
Online unsupervised cross-view discrete hashing for large-scale retrieval. Appl. Intell. 52(13): 14905-14917 (2022) - [j77]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
:
Positive-unlabeled learning in bioinformatics and computational biology: a brief review. Briefings Bioinform. 23(1) (2022) - [j76]Fei Xiong
, Shirui Pan, Xuzhen Zhu
:
Collective Behavior Analysis and Graph Mining in Social Networks 2021. Complex. 2022: 9873569:1-9873569:2 (2022) - [j75]Bahareh Fatemi, Soheila Molaei
, Shirui Pan
, Samira Abbasgholizadeh Rahimi
:
GCNFusion: An efficient graph convolutional network based model for information diffusion. Expert Syst. Appl. 202: 117053 (2022) - [j74]Xin Mei
, Xiaoyan Cai
, Sen Xu, Wenjie Li
, Shirui Pan
, Libin Yang
:
Mutually reinforced network embedding: An integrated approach to research paper recommendation. Expert Syst. Appl. 204: 117616 (2022) - [j73]Shirui Pan, Shaoxiong Ji
, Di Jin, Feng Xia, Philip S. Yu:
Guest Editorial: Graph-powered machine learning in future-generation computing systems. Future Gener. Comput. Syst. 126: 88-90 (2022) - [j72]Li Wang
, Wei Huang, Miao Zhang
, Shirui Pan, Xiaojun Chang
, Steven Weidong Su
:
Pruning graph neural networks by evaluating edge properties. Knowl. Based Syst. 256: 109847 (2022) - [j71]Chun Wang, Shirui Pan, Celina Ping Yu, Ruiqi Hu, Guodong Long, Chengqi Zhang
:
Deep neighbor-aware embedding for node clustering in attributed graphs. Pattern Recognit. 122: 108230 (2022) - [j70]Hong Yang, Ling Chen, Shirui Pan, Haishuai Wang, Peng Zhang:
Discrete embedding for attributed graphs. Pattern Recognit. 123: 108368 (2022) - [j69]Mingjiang Liang, Shaoli Huang, Shirui Pan
, Mingming Gong, Wei Liu
:
Learning multi-level weight-centric features for few-shot learning. Pattern Recognit. 128: 108662 (2022) - [j68]Sheng Wan
, Shirui Pan, Shengwei Zhong, Jie Yang, Jian Yang, Yibing Zhan, Chen Gong:
Multi-level graph learning network for hyperspectral image classification. Pattern Recognit. 129: 108705 (2022) - [j67]Kaile Shi, Xiaoyan Cai
, Libin Yang
, Jintao Zhao, Shirui Pan
:
StarSum: A Star Architecture Based Model for Extractive Summarization. IEEE ACM Trans. Audio Speech Lang. Process. 30: 3020-3031 (2022) - [j66]Wei Lan
, Yi Dong, Qingfeng Chen
, Jin Liu
, Jianxin Wang, Yi-Ping Phoebe Chen
, Shirui Pan
:
IGNSCDA: Predicting CircRNA-Disease Associations Based on Improved Graph Convolutional Network and Negative Sampling. IEEE ACM Trans. Comput. Biol. Bioinform. 19(6): 3530-3538 (2022) - [j65]Man Wu, Shirui Pan
, Xingquan Zhu
:
Attraction and Repulsion: Unsupervised Domain Adaptive Graph Contrastive Learning Network. IEEE Trans. Emerg. Top. Comput. Intell. 6(5): 1079-1091 (2022) - [j64]Sheng Wan
, Shirui Pan
, Ping Zhong
, Xiaojun Chang
, Jian Yang
, Chen Gong
:
Dual Interactive Graph Convolutional Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j63]Tengfei Xue
, Yongliang Qiao
, He Kong
, Daobilige Su
, Shirui Pan
, Khalid Rafique, Salah Sukkarieh
:
One-Shot Learning-Based Animal Video Segmentation. IEEE Trans. Ind. Informatics 18(6): 3799-3807 (2022) - [j62]Liang Wang
, Zhiwen Yu
, Qi Han
, Dingqi Yang
, Shirui Pan
, Yuan Yao
, Daqing Zhang:
Compact Scheduling for Task Graph Oriented Mobile Crowdsourcing. IEEE Trans. Mob. Comput. 21(7): 2358-2371 (2022) - [j61]Shaoxiong Ji
, Shirui Pan
, Erik Cambria
, Pekka Marttinen
, Philip S. Yu
:
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications. IEEE Trans. Neural Networks Learn. Syst. 33(2): 494-514 (2022) - [j60]Yixin Liu, Zhao Li
, Shirui Pan
, Chen Gong
, Chuan Zhou
, George Karypis:
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning. IEEE Trans. Neural Networks Learn. Syst. 33(6): 2378-2392 (2022) - [j59]Pengfei Jiao
, Xuan Guo
, Xin Jing, Dongxiao He
, Huaming Wu
, Shirui Pan
, Maoguo Gong
, Wenjun Wang
:
Temporal Network Embedding for Link Prediction via VAE Joint Attention Mechanism. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7400-7413 (2022) - [j58]Zhao Li
, Yixin Liu, Zhen Zhang, Shirui Pan, Jianliang Gao, Jiajun Bu:
Cyclic label propagation for graph semi-supervised learning. World Wide Web 25(2): 703-721 (2022) - [c103]Changjian Wang, Xiaofei Zhou, Shirui Pan, Linhua Dong, Zeliang Song, Ying Sha:
Exploring Relational Semantics for Inductive Knowledge Graph Completion. AAAI 2022: 4184-4192 - [c102]Ruibin Chen, Miao Zhang, Xin Zheng, Shirui Pan:
Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract). AAAI 2022: 12925-12926 - [c101]Dongwon Ryu, Ehsan Shareghi, Meng Fang, Yunqiu Xu, Shirui Pan, Reza Haf:
Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games. ACL (2) 2022: 515-522 - [c100]Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan:
Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realisation. AsiaCCS 2022: 337-350 - [c99]Dongran Yu, Bo Yang, Qianhao Wei, Anchen Li, Shirui Pan:
A Probabilistic Graphical Model Based on Neural-symbolic Reasoning for Visual Relationship Detection. CVPR 2022: 10599-10608 - [c98]Miao Zhang, Shirui Pan, Xiaojun Chang
, Steven Su, Jilin Hu
, Gholamreza Haffari, Bin Yang
:
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule. CVPR 2022: 11861-11870 - [c97]Mingjie Li, Wenjia Cai
, Karin Verspoor, Shirui Pan, Xiaodan Liang, Xiaojun Chang
:
Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation. CVPR 2022: 20624-20633 - [c96]Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan:
How Far are We from Robust Long Abstractive Summarization? EMNLP 2022: 2682-2698 - [c95]Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li, Van Nguyen:
Paraphrasing Techniques for Maritime QA system. FUSION 2022: 1-8 - [c94]Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo, Tung Kieu, Shirui Pan:
Towards Spatio- Temporal Aware Traffic Time Series Forecasting. ICDE 2022: 2900-2913 - [c93]Qin Zhang, Qincai Li, Xiaojun Chen, Peng Zhang, Shirui Pan, Philippe Fournier-Viger, Joshua Zhexue Huang:
A Dynamic Variational Framework for Open-World Node Classification in Structured Sequences. ICDM 2022: 703-712 - [c92]Xin Zheng, Miao Zhang, Chunyang Chen, Chaojie Li, Chuan Zhou, Shirui Pan:
Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing. ICDM 2022: 783-792 - [c91]Yizhen Zheng, Yu Zheng, Xiaofei Zhou, Chen Gong, Vincent C. S. Lee, Shirui Pan:
Unifying Graph Contrastive Learning with Flexible Contextual Scopes. ICDM 2022: 793-802 - [c90]Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang, Tung Kieu, Xuanyi Dong, Shirui Pan:
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting. IJCAI 2022: 1994-2001 - [c89]Di Jin, Luzhi Wang, Yizhen Zheng, Xiang Li, Fei Jiang, Wei Lin, Shirui Pan:
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning. IJCAI 2022: 2101-2107 - [c88]Shangbin Wu, Xu Yan, Xiaoliang Fan, Shirui Pan, Shichao Zhu, Chuanpan Zheng, Ming Cheng, Cheng Wang:
Multi-Graph Fusion Networks for Urban Region Embedding. IJCAI 2022: 2312-2318 - [c87]Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie:
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective. IJCAI 2022: 5521-5529 - [c86]Wenya Li, Xiaofei Zhou
, Xu Bai, Shirui Pan:
Improving Factual Consistency of Dialogue Summarization with Fact-Augmentation Mechanism. IJCNN 2022: 1-7 - [c85]Rom Uddamvathanak
, Xin Zheng, Shirui Pan:
Joint Graph-Sequence Learning for Molecular Property Prediction. IJCNN 2022: 1-6 - [c84]Bo Xiong, Shichao Zhu, Mojtaba Nayyeri, Chengjin Xu, Shirui Pan, Chuan Zhou, Steffen Staab:
Ultrahyperbolic Knowledge Graph Embeddings. KDD 2022: 2130-2139 - [c83]