Publications
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Few-shot Low-resource Knowledge Graph Completion with Multi-view Task Representation Generation
Shichao Pei, Ziyi Kou, Qiannan Zhang, Xiangliang Zhang
In the Proceedings of the 29th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023)
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Few-shot Low-resource Knowledge Graph Completion with Reinforced Task Generation
Shichao Pei, Qiannan Zhang, Xiangliang Zhang
In the Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023 Findings)
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Character As Pixels: A Controllable Prompt Adversarial Attacking Framework for Black-Box Text Guided Image Generation Models
Ziyi Kou, Shichao Pei, Yijun Tian, Xiangliang Zhang
In the Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023)
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LogicRec: Recommendation with Users' Logical Requirements
Zhenwei Tang, Griffin Floto, Armin Toroghi, Shichao Pei, Xiangliang Zhang and Scott Sanner
In the Proceedings of the 46th ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2023)
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Cross-domain Few-shot Graph Classification with a Reinforced Task Coordinator
Qiannan Zhang*, Shichao Pei*, Qiang Yang, Chuxu Zhang, Nitesh Chawla, Xiangliang Zhang
In the Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI 2023)
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Knowledge Distillation on Graphs: A Survey
Yijun Tian*, Shichao Pei*, Xiangliang Zhang, Chuxu Zhang, Nitesh V. Chawla
In Preprint
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Neural Multi-hop Logical Query Answering with Concept-level Answers
Zhenwei Tang, Shichao Pei, Xi Peng, Fuzhen Zhuang, Xiangliang Zhang, Robert Hoehndorf
In the Proceedings of the 22nd International Semantic Web Conference (ISWC 2023)
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Graph Alignment with Noisy Supervision
Shichao Pei, Lu Yu, Guoxian Yu, Xiangliang Zhang
In the Proceedings of the 2022 World Web Conference (TheWebConf 2022)
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Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion
Zhenwei Tang*, Shichao Pei*, Zhao Zhang, Yongchun Zhu, Fuzhen Zhuang, Robert Hoehndorf, Xiangliang Zhang
In the Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI 2022)
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Set-aware Entity Synonym Discovery with Flexible Receptive Fields
Shichao Pei, Lu Yu, Xiangliang Zhang
In the Proceedings of the 38th IEEE International Conference on Data Engineering (ICDE 2022) (Extended Abstract)
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Self-augmented Graph Contrastive Representation Learning
Lu Yu, Shichao Pei, Lizhong Ding, Jun Zhou, Longfei Li, Chuxu Zhang, Xiangliang Zhang
In the Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI 2022)
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A Biased Sampling Method for Imbalanced Personalized Ranking
Lu Yu, Shichao Pei, Chuxu Zhang, Shangsong Liang, Xiao Bai, Xiangliang Zhang
In the Proceedings of the 31st ACM International Conference on Information and Knowledge Management (CIKM 2022)
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Coordinated Foraging of Northern Elephant Seal across the NE Pacific Ocean
Shichao Pei, Xiangliang Zhang, Victor M. EguĂluz, Patrick W. Robinson, Daniel P. Costa, Carlos M. Duarte
Frontiers in Marine Science, Major Revision.
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Set-aware Entity Synonym Discovery with Flexible Receptive Fields
Shichao Pei, Lu Yu, Xiangliang Zhang
IEEE Transactions on Knowledge and Data Engineering (TKDE) 2021. To appear.
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A Generic Knowledge Based Medical Diagnosis Expert System
Xin Huang, Xuejiao Tang, Wenbin Zhang, Shichao Pei, Ji Zhang, Mingli Zhang, Zhen Liu, Ruijun Chen, Yiyi Huang
In the Proceeding of 23rd International Conference on Information Integration and Web Intelligence, 2021
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Scientific Datasets Discovery via Topic-level Recommendation
Basmah Altaf, Shichao Pei, Xiangliang Zhang
In Preprint.
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REA: Robust Cross-lingual Entity Alignment Between Knowledge Graphs
Shichao Pei, Lu Yu, Guoxian Yu, Xiangliang Zhang
In the Proceedings of 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2020)
[PDF] [Code]
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Improving Cross-lingual Entity Alignment via Optimal Transport
Shichao Pei, Lu Yu, Xiangliang Zhang
In the Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI 2019)
[PDF] [Code]
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Semi-Supervised Entity Alignment via Knowledge Graph Embedding with Awareness of Degree Difference
Shichao Pei, Lu Yu, Robert Hoehndorf, Xiangliang Zhang
In the Proceedings of the 2019 World Wide Web Conference (WWW 2019)
[PDF] [Code]
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WalkRanker: A Unified Pairwise Ranking Model With Multiple Relations for Item Recommendation
Lu Yu, Chuxu Zhang, Shichao Pei, Guolei Sun, Xiangliang Zhang
In the Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI 2018)
[PDF] [Code]
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Input Extraction via Motion-sensor Behavior Analysis on Smartphones
Chao Shen, Shichao Pei (*the first student author), Zhenyu Yang, Xiaohong Guan
Computers & Security, Volume 53, 2015
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On Motion Sensors as Source for User Input Inference in Smartphones
Chao Shen, Shichao Pei (*the first student author), Tianwen Yu, Xiaohong Guan
In the Proceedings of IEEE International Conference on Identity, Security and Behavior Analysis (ISBA 2015)
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Towards Generalized and Robust Knowledge Association
Shichao Pei
Ph.D. Dissertation, 2021
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