Irwin King | Scholar Profiles and Rankings

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FL@FM-TheWebConf'24: International Workshop on Federated Foundation Models for the Web (conference) King, Irwin \| Long, Guodong \| Xu, Zenglin \| Yu, Han WWW '24: The ACM Web Conference 2024 (2024) Singapore Singapore 10.1145/3589335.3641298 Cite \| Source
FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling (conference) Guo, Zhihan \| Zhang, Yifei \| Zhang, Zhuo \| Xu, Zenglin \| King, Irwin WWW '24: The ACM Web Conference 2024 (2024) Singapore Singapore 10.1145/3589335.3651933 Cite \| Source
Tackling Long-Tailed Distribution Issue in Graph Neural Networks via Normalization (journal article) Liang, Langzhang \| Xu, Zenglin \| Song, Zixing \| King, Irwin \| Qi, Yuan \| Ye, Jieping IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 5, pages 2213-2223 (2024). 10.1109/TKDE.2023.3315284 Cite \| Source
Reading Broadly to Open Your Mind: Improving Open Relation Extraction With Search Documents Under Self-Supervisions (journal article) Hu, Xuming \| Hong, Zhaochen \| Zhang, Chenwei \| Liu, Aiwei \| Meng, Shiao \| Wen, Lijie \| King, Irwin \| Yu, Philip S. IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 5, pages 2026-2040 (2024). 10.1109/TKDE.2023.3317139 Cite \| Source
Influential Exemplar Replay for Incremental Learning in Recommender Systems (journal article) Zhang, Xinni \| Chen, Yankai \| Ma, Chenhao \| Fang, Yixiang \| King, Irwin Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 8, pages 9368-9376 (2024). 10.1609/aaai.v38i8.28790 Cite \| Source
A Diffusion-Based Pre-training Framework for Crystal Property Prediction (journal article) Song, Zixing \| Meng, Ziqiao \| King, Irwin Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 8, pages 8993-9001 (2024). 10.1609/aaai.v38i8.28748 Cite \| Source
Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks (journal article) Chen, Yankai \| Fang, Yixiang \| Wang, Qiongyan \| Cao, Xin \| King, Irwin Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 8, pages 8302-8310 (2024). 10.1609/aaai.v38i8.28671 Cite \| Source
HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval (journal article) Qiu, Zexuan \| Liu, Jiahong \| Chen, Yankai \| King, Irwin Proceedings of the AAAI Conference on Artificial Intelligence, volume 38, issue 5, pages 4614-4622 (2024). 10.1609/aaai.v38i5.28261 Cite \| Source
MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks (journal article) Fu, Xinyu \| King, Irwin Neural Networks, volume 170 (2024). 10.1016/j.neunet.2023.11.030 Cited by (1) \| Cite \| Source
Generalized Category Discovery with Clustering Assignment Consistency (book chapter) In Neural Information Processing Yang, Xiangli \| Pan, Xinglin \| King, Irwin \| Xu, Zenglin Springer Nature Singapore (2024) 10.1007/978-981-99-8073-4_41 Cite \| Source
Black box medicine (book chapter) In Artificial Intelligence in Medicine King, Irwin \| Meng, Helen \| Lam, Thomas Y.T. Elsevier (2024) 10.1016/B978-0-323-95068-8.00005-4 Cite \| Source
A survey on graph embedding techniques for biomedical data: Methods and applications (journal article) Wu, Yaozu \| Chen, Yankai \| Yin, Zhishuai \| Ding, Weiping \| King, Irwin Information Fusion, volume 100 (2023). 10.1016/j.inffus.2023.101909 Cited by (2) \| Cite \| Source
An experiential learning approach to learn AI in an online workshop (conference) Xu, Yuan \| Woon Yau, King \| Chai, Ching Sing \| Chiu, Thomas K. F. \| Meng, Helen \| King, Irwin \| Ho Wong, Savio Wai \| Yam, Yeung 2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE) (2023) Auckland, New Zealand 10.1109/TALE56641.2023.10398321 Cite \| Source
Graph-Based Semi-Supervised Learning: A Comprehensive Review (journal article) Song, Zixing \| Yang, Xiangli \| Xu, Zenglin \| King, Irwin IEEE Transactions on Neural Networks and Learning Systems, volume 34, issue 11, pages 8174-8194 (2023). 10.1109/TNNLS.2022.3155478 Cited by (70) \| Cite \| Source
Hyperbolic Temporal Network Embedding (journal article) Yang, Menglin \| Zhou, Min \| Xiong, Hui \| King, Irwin IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 11, pages 11489-11502 (2023). 10.1109/TKDE.2022.3232398 Cited by (9) \| Cite \| Source
Towards Fair Financial Services for All: A Temporal GNN Approach for Individual Fairness on Transaction Networks (conference) Song, Zixing \| Zhang, Yuji \| King, Irwin CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management (2023) Birmingham United Kingdom 10.1145/3583780.3615091 Cited by (1) \| Cite \| Source
Neural Architecture Search for Explainable Networks (book chapter) In ECAI 2023 Li, Yaoman \| King, Irwin IOS Press (2023) 10.3233/FAIA230423 Cite \| Source
A Survey on Deep Semi-Supervised Learning (journal article) Yang, Xiangli \| Song, Zixing \| King, Irwin \| Xu, Zenglin IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 9, pages 8934-8954 (2023). 10.1109/TKDE.2022.3220219 Cited by (167) \| Cite \| Source
κHGCN: Tree-likeness Modeling via Continuous and Discrete Curvature Learning (conference) Yang, Menglin \| Zhou, Min \| Pan, Lujia \| King, Irwin KDD '23: The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2023) Long Beach CA USA 10.1145/3580305.3599532 Cited by (7) \| Cite \| Source
Contrastive Cross-scale Graph Knowledge Synergy (conference) Zhang, Yifei \| Chen, Yankai \| Song, Zixing \| King, Irwin KDD '23: The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (2023) Long Beach CA USA 10.1145/3580305.3599286 Cited by (2) \| Cite \| Source