Stanley Kok · National University of Singapore

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Academic lineage

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Students and postdocs3

Tan Xue Wen
PhD student · until 2025 · National University of Singapore
From a thesis record ↗
Guo Jia
PhD student · until 2024 · National University of Singapore
From a thesis record ↗
Thiti Suttaket
PhD student · until 2023 · National University of Singapore
From a thesis record ↗

Works51 from public data

TitleCited by

Web-scale information extraction in knowitall
Oren Etzioni, Michael J. Cafarella, Doug Downey, Stanley Kok, Ana-Maria Popescu, Tal Shaked, S. Soderland, Daniel S. Weld, +1 more
International World Wide Web Conference (WWW) · 2004
935
Learning the structure of Markov logic networks
Stanley Kok, Pedro M. Domingos
International Conference on Machine Learning · 2005
354
Statistical predicate invention
Stanley Kok, Pedro M. Domingos
International Conference on Machine Learning · 2007
341
The Alchemy System for Statistical Relational AI: User Manual
Stanley Kok, Parag Singla, Matthew Richardson, Pedro M. Domingos, Marc Sumner Hoifung Poon
2007
321
Learning Markov Logic Networks Using Structural Motifs
Stanley Kok, Pedro M. Domingos
International Conference on Machine Learning · 2010
132
Learning Markov logic network structure via hypergraph lifting
Stanley Kok, Pedro M. Domingos
International Conference on Machine Learning · 2009
127
Extracting Semantic Networks from Text Via Relational Clustering
Stanley Kok, Pedro M. Domingos
Lecture notes in computer science · 2008
121
Markov logic
Pedro M. Domingos, Stanley Kok, Daniel Lowd, Hoifung Poon, Matthew Richardson, Parag Singla
Inductive Logic Programming · 2008
103
Unifying Logical and Statistical AI
Pedro M. Domingos, Daniel Lowd, Stanley Kok, Aniruddh Nath, Hoifung Poon, Matthew Richardson, Parag Singla
Proceedings - Symposium on Logic in Computer Science · 2016
93
Language modeling with sum-product networks
W. Cheng, Stanley Kok, Hoai Vu Pham, Hai Leong Chieu, K. A. Chai
Interspeech (USB) · 2014
83
Hitting the Right Paraphrases in Good Time
Stanley Kok, Chris Brockett
North American Chapter of the Association for Computational Linguistics · 2010
80
CrowdOp: Query optimization for declarative crowdsourcing systems
Ju Fan, Mei-Hui Zhang, Stanley Kok, Meiyu Lu, B. Ooi
Proceedings - International Conference on Data Engineering · 2016
65
Collective graph identification
G. Namata, Stanley Kok, L. Getoor
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 2011
51
BiQUE: Biquaternionic Embeddings of Knowledge Graphs
Jia Guo, Stanley Kok
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2021
39
Just Add Weights: Markov Logic for the Semantic Web
Pedro M. Domingos, Daniel Lowd, Stanley Kok, Hoifung Poon, Matthew Richardson, Parag Singla
Lecture notes in computer science · 2008
36
Probabilistic Logic Graph Attention Networks for Reasoning
L. Vivek Harsha Vardhan, Guo Jia, Stanley Kok
The Web Conference (WWW) · 2020
32
E-Commerce Product Categorization via Machine Translation
Li-Ling Tan, M. Li, Stanley Kok
ACM Transactions on Management Information Systems · 2020
25
Multi-layer Online Sequential Extreme Learning Machine for Image Classification
Bilal Mirza, Stanley Kok, Fei Dong
Proceedings in adaptation, learning and optimization · 2015
25
Generating Privacy-Preserving Synthetic Tabular Data Using Oblivious Variational Autoencoders
Stanley Kok, L. H. Vardhan
National University of Singapore · 2020
24
Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction
Conference of the European Chapter of the Association for Computational Linguistics · 2023
12
Don't Classify, Translate: Multi-Level E-Commerce Product Categorization Via Machine Translation
arXiv · 2018
12
The Shape of Reasoning: Topological Analysis of Reasoning Traces in Large Language Models
Xue Wen Tan, N. Tan, Galen Lee, Stanley Kok
arXiv · 2025
11
Combining Levodopa and Virtual Reality-Based Therapy for the Rehabilitation of Upper Limb After Acute Stroke: Pilot Study Part II
G. S. Samuel, Oey Nicodemus Edrick, Min Choo, Ju-Wan Han, Wai-Yin Chan, Stanley Kok, Yu Ge, A. VanDongen, +1 more
National University of Singapore · 2019
11
Efficient Reinforcement Learning for Large Language Models with Intrinsic Exploration
Y. Sun, Jia Guo, Stanley Kok, Zi-Hao Wang, Zu-Jie Wen, Zhi-Qiang Zhang
arXiv · 2025
10
AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach
Jia Guo, Liying Cheng, Wenxuan Zhang, Stanley Kok, Xin Li, Lidong Bing
Findings of the Association for Computational Linguistics: ACL 2023 · 2023
9
Referent graph embedding model for name entity recognition of Chinese car reviews
Zhaoxu Fang, Qiang Zhang, Stanley Kok, Ling Li, Anning Wang, Shanlin Yang
Knowledge-Based Systems · 2021
9
Efficient representation learning for high-dimensional imbalance data
Bilal Mirza, Stanley Kok, Zhi-Ping Lin, Yong Kiang Yeo, Xiaoping Lai, Jiuwen Cao, Jose Sepulveda
IEEE International Conference on Digital Signal Processing (DSP) · 2016
9
ScamGPT-J: Inside the Scammer's Mind, A Generative AI-Based Approach Toward Combating Messaging Scams
Xue Wen Tan, Kenneth See, Stanley Kok
arXiv · 2024
7
Unconstrained Product Categorization with Sequence-to-Sequence Models
M. Li, Li-Ling Tan, Stanley Kok, Ewa Szymańska
National University of Singapore · 2019
7
Markov Logic: A Language and Algorithms for Link Mining
Pedro M. Domingos, Daniel Lowd, Stanley Kok, Aniruddh Nath, Hoifung Poon, Matthew Richardson, Parag Singla
Springer eBooks · 2010
5
Structure learning in markov logic networks
Pedro M. Domingos, Stanley Kok
2010
5
Markov Logic: A Unifying Language for Structural and Statistical Pattern Recognition
Pedro M. Domingos, Stanley Kok, Daniel Lowd, Hoifung Poon, Matthew Richardson, Parag Singla, M. Sumner, Jue Wang
Lecture notes in computer science · 2008
5
Explainable Risk Classification in Financial Reports
Xue Wen Tan, Stanley Kok
RePEc: Research Papers in Economics · 2024
4
SailCompass: Towards Reproducible and Robust Evaluation for Southeast Asian Languages
Jia Guo, Long-Xu Dou, Guangtao Zeng, Stanley Kok, Wei Lu, Qian Liu
arXiv · 2024
4
Extracting Product Information from Email Receipts Using Markov Logic
Stanley Kok, Wen-tau Yih
2009
4
Interpretable Predictive Models for Healthcare via Rational Multi-Layer Perceptrons
Thiti Suttaket, Stanley Kok
ACM Transactions on Management Information Systems · 2024
3
Interpretable Predictive Models for Healthcare via Rational Logistic Regression
Thiti Suttaket, L. Vivek Harsha Vardhan, Stanley Kok
arXiv · 2024
3
Synthetic Tabular Data Generation with Oblivious Variational Autoencoders : Alleviating the Paucity of Personal Tabular Data for Open Research
National University of Singapore · 2020
3
Unconstrained Production Categorization with Sequence-to-Sequence Models.
Maggie Li, Li-Ling Tan, Stanley Kok, Ewa Szymanska
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2018
3
Using structural motifs for learning Markov logic networks
Stanley Kok, Pedro M. Domingos
National University of Singapore · 2010
2
Hypergraph Lifting for Structure Learning in Markov Logic Networks
Stanley Kok, Pedro M. Domingos
MLG/SRL@ILP · 2009
2
Toward Statistical Predicate Invention
Stanley Kok, Pedro M. Domingos
2006
2
Prediction of Bank Credit Ratings using Heterogeneous Topological Graph Neural Networks
Junyi Liu, Stanley Kok
arXiv · 2025
1
Just add weights
Pedro M. Domingos, Daniel Lowd, Stanley Kok, Hoifung Poon, Matthew Richardson, Parag Singla
2008
1
Practical Global and Local Bounds in Gaussian Process Regression via Chaining
Underline Science Inc. · 2026
–
Talk Less, Verify More: Improving LLM Assistants with Semantic Checks and Execution Feedback
Y. Sun, Min Cai, Stanley Kok
arXiv · 2026
–
1315 - Practical Global and Local Bounds in Gaussian Process Regression via Chaining
Underline Science Inc. · 2026
–
Sentiment-Aware Extractive and Abstractive Summarization for Unstructured Text Mining
Junyi Liu, Stanley Kok
arXiv · 2025
–
Investigating the Effects of Cognitive Biases in Prompts on Large Language Model Outputs
Y. Sun, Stanley Kok
arXiv · 2025
–
Extracting New Facts and Relations in Knowledge Bases using Matrix Tri-Factorization.
Tanmoy Mukherjee, Vinay Pande, Stanley Kok
National University of Singapore · 2019
–
Integration of TV News Stories using Markov Logic
Stanley Kok
National University of Singapore · 2019
–

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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