Irwin King

27.8k total citations · 14 hit papers
404 papers, 15.4k citations indexed

About

Irwin King is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Irwin King has authored 404 papers receiving a total of 15.4k indexed citations (citations by other indexed papers that have themselves been cited), including 244 papers in Artificial Intelligence, 132 papers in Information Systems and 108 papers in Computer Vision and Pattern Recognition. Recurrent topics in Irwin King's work include Recommender Systems and Techniques (76 papers), Topic Modeling (74 papers) and Advanced Graph Neural Networks (53 papers). Irwin King is often cited by papers focused on Recommender Systems and Techniques (76 papers), Topic Modeling (74 papers) and Advanced Graph Neural Networks (53 papers). Irwin King collaborates with scholars based in Hong Kong, China and United States. Irwin King's co-authors include Michael R. Lyu, Hao Ma, Haiqin Yang, Zibin Zheng, Zenglin Xu, Haixuan Yang, Chao Liu, Dengyong Zhou, Zixing Song and Tong Zhao and has published in prestigious journals such as Nature Biotechnology, IEEE Transactions on Pattern Analysis and Machine Intelligence and Nature Methods.

In The Last Decade

Irwin King

387 papers receiving 14.8k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Recommender systems with social regularization

2011 1.1k citations Michael R. Lyu, Irwin King et al. profile →
SoRec

2008 1.0k citations Michael R. Lyu, Irwin King et al. profile →
Learning to recommend with social trust ensemble

2009 611 citations Irwin King, Michael R. Lyu et al. profile →
QoS-Aware Web Service Recommendation by Collaborative Filtering

2010 605 citations Michael R. Lyu, Irwin King et al. profile →
A Survey on Deep Semi-Supervised Learning

2022 462 citations Irwin King, Zenglin Xu et al. profile →
Dynamic Key-Value Memory Networks for Knowledge Tracing

2017 375 citations Irwin King et al. profile →
WSRec: A Collaborative Filtering Based Web Service Recommender System

2009 348 citations Michael R. Lyu, Irwin King et al. profile →
Where you like to go next: successive point-of-interest recommendation

2013 338 citations Haiqin Yang, Michael R. Lyu et al. profile →
Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization

2012 332 citations Michael R. Lyu, Irwin King et al. profile →
Leveraging Social Connections to Improve Personalized Ranking for Collaborative Filtering

2014 270 citations Irwin King et al. profile →
Ratings meet reviews, a combined approach to recommend

2014 241 citations Michael R. Lyu, Irwin King et al. profile →
Graph-Based Semi-Supervised Learning: A Comprehensive Review

2022 193 citations Zenglin Xu, Irwin King et al. IEEE Transactions on Neural Networks and Learning Systems profile →
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection

2024 139 citations Irwin King et al. profile →
Accurate RNA 3D structure prediction using a language model-based deep learning approach

2024 61 citations Tao Shen, Zhihang Hu et al. Nature Methods profile →

Peers

Countries citing papers authored by Irwin King

Since Specialization

Citations

This map shows the geographic impact of Irwin King's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Irwin King with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Irwin King more than expected).

Fields of papers citing papers by Irwin King

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Irwin King. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Irwin King. The network helps show where Irwin King may publish in the future.

Co-authorship network of co-authors of Irwin King

This figure shows the co-authorship network connecting the top 25 collaborators of Irwin King. A scholar is included among the top collaborators of Irwin King based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Irwin King. Irwin King is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Learning Binarized Representations with Pseudo-positive Sample Enhancement for Efficient Graph Collaborative Filtering 2025 ·ACM Transactions on Information Systems ·Yankai Chen, Y. K. Que, Xinni Zhang, Chen Ma, Irwin King	0
2	Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature Aggregation 2025 ·(unknown), (unknown), Irwin King	0
3	Developing and validating measures for AI literacy tests: From self-reported to objective measures 2024 ·Computers and Education Artificial Intelligence ·Thomas K. F. Chiu, (unknown), (unknown), Ching Sing Chai, Helen Meng, Irwin King, Savio W.H. Wong, Yeung Yam	15
4	FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering 2024 ·(unknown), Yifei Zhang, (unknown), Zenglin Xu, Irwin King	2
5	An Entropy-based Text Watermarking Detection Method 2024 ·(unknown), Aiwei Liu, (unknown), Jingjing Li, Irwin King	3
6	CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models 2024 ·(unknown), Jingjing Li, (unknown), Xiaoqi Jiao, Wanjun Zhong, Irwin King	2
7	A Diffusion-Based Pre-training Framework for Crystal Property Prediction 2024 ·Proceedings of the AAAI Conference on Artificial Intelligence ·(unknown), (unknown), Irwin King	2
8	FedHLT: Efficient Federated Low-Rank Adaption with Hierarchical Language Tree for Multilingual Modeling 2024 ·(unknown), Yifei Zhang, (unknown), Zenglin Xu, Irwin King	1
9	A Survey of Trustworthy Federated Learning: Issues, Solutions, and Challenges 2024 ·ACM Transactions on Intelligent Systems and Technology ·Yifei Zhang, (unknown), (unknown), Xinyu Fu, (unknown), Zenglin Xu, Irwin King	28
10	Hypformer: Exploring Efficient Transformer Fully in Hyperbolic Space 2024 ·Meng‐Lin Yang, (unknown), (unknown), (unknown), Irwin King, Rex Ying	4
11	Accurate RNA 3D structure prediction using a language model-based deep learning approach breakdown → 2024 ·Nature Methods ·Tao Shen, Zhihang Hu, Siqi Sun, Di Liu, Felix Wong, Jiuming Wang, Jiayang Chen, Yixuan Wang, Liang Hong, (unknown), Liangzhen Zheng, (unknown), Irwin King, Sheng Wang, Peng Yin, James J. Collins, Yu Li	61
12	EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction 2024 ·(unknown), Jieming Zhu, Yankai Chen, Guohao Cai, Weiwen Liu, Zhenhua Dong, Irwin King	0
13	A survey on graph embedding techniques for biomedical data: Methods and applications 2023 ·Information Fusion ·(unknown), Yankai Chen, Zhishuai Yin, Weiping Ding, Irwin King	14
14	MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks 2023 ·Neural Networks ·Xinyu Fu, Irwin King	19
15	A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction: Current Status and Future Challenges 2023 ·Ziqiao Meng, Peilin Zhao, Yang Yu, Irwin King	3
16	Boosting the Transferability of Adversarial Samples via Attention 2020 ·Weibin Wu, Yuxin Su, (unknown), Shenglin Zhao, Irwin King, Michael R. Lyu, Yu‐Wing Tai	84
17	VD-BERT: A Unified Vision and Dialog Transformer with BERT 2020 ·(unknown), Shafiq Joty, Michael R. Lyu, Irwin King, Caiming Xiong, Steven C. H. Hoi	38
18	Online Nonlinear AUC Maximization for Imbalanced Data Sets 2017 ·IEEE Transactions on Neural Networks and Learning Systems ·Junjie Hu, Haiqin Yang, Michael R. Lyu, Irwin King, Anthony Man–Cho So	41
19	Budget constrained non-monotonic feature selection 2015 ·Neural Networks ·Haiqin Yang, Zenglin Xu, Michael R. Lyu, Irwin King	6
20	A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers 2013 ·Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, Michael R. Lyu	6

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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