Kien Do

Most-cited papers

Graph Transformation Policy Network for Chemical Reaction Prediction
Kien Do, T. Tran, S. Venkatesh
2018Knowledge Discovery and Data Mining183 citations Open access
Semantic Scholar
Theory and Evaluation Metrics for Learning Disentangled Representations
Kien Do, T. Tran
2019International Conference on Learning Representations109 citations
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Clustering by Maximizing Mutual Information Across Views
Kien Do, T. Tran, S. Venkatesh
2021IEEE International Conference on Computer Vision60 citations Open access
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Momentum Adversarial Distillation: Handling Large Distribution Shifts in Data-Free Knowledge Distillation
Kien Do, Hung Le, Dung Nguyen, Dang Nguyen +4 more
2022Neural Information Processing Systems50 citations Open access
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Memory-Augmented Neural Networks for Predictive Process Analytics
Muhammad Asjad Khan, Hung Le, Kien Do, T. Tran +3 more
2018arXiv.org32 citations
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Knowledge Graph Embedding with Multiple Relation Projections
Kien Do, T. Tran, S. Venkatesh
2018International Conference on Pattern Recognition26 citations Open access
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Black-box Few-shot Knowledge Distillation
Dang Nguyen, Sunil Gupta, Kien Do, S. Venkatesh
2022European Conference on Computer Vision21 citations Open access
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Causal Inference via Style Transfer for Out-of-distribution Generalisation
Toan Nguyen, Kien Do, D. Nguyen, Bao Duong +1 more
2022Knowledge Discovery and Data Mining21 citations Open access
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Energy-based anomaly detection for mixed data
Kien Do, T. Tran, S. Venkatesh
2018Knowledge and Information Systems19 citations Open access
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Attentional multilabel learning over graphs: a message passing approach
Kien Do, T. Tran, Thin Nguyen, S. Venkatesh
2018Machine-mediated learning18 citations Open access
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DeepProcess: Supporting Business Process Execution Using a MANN-Based Recommender System
Asjad M. Khan, Hung Le, Kien Do, T. Tran +3 more
2018International Conference on Service Oriented Computing18 citations Open access
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TrojanModel: A Practical Trojan Attack against Automatic Speech Recognition Systems
W. Zong, Yang-Wai Chow, Willy Susilo, Kien Do +1 more
2023IEEE Symposium on Security and Privacy16 citations Open access
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Outlier Detection on Mixed-Type Data: An Energy-Based Approach
Kien Do, T. Tran, Dinh Q. Phung, S. Venkatesh
2016International Conference on Advanced Data Mining and Applications16 citations Open access
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Generating Realistic Tabular Data with Large Language Models
Dang Nguyen, Sunil Gupta, Kien Do, Thin Nguyen +1 more
2024Industrial Conference on Data Mining14 citations Open access
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Towards Effective and Robust Neural Trojan Defenses via Input Filtering
Kien Do, H. Harikumar, Hung Le, Dung Nguyen +5 more
2022European Conference on Computer Vision13 citations Open access
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Learning Deep Matrix Representations
Kien Do, T. Tran, S. Venkatesh
201712 citations
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Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences
Dung Nguyen, Hung Le, Kien Do, Sunil Gupta +2 more
2025Adaptive Agents and Multi-Agent Systems11 citations
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Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning
Hung Le, Kien Do, Dung Nguyen, Sunil Gupta +1 more
2024International Conference on Learning Representations11 citations
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Multi-Reference Preference Optimization for Large Language Models
Hung Le, Q. Tran, Dung Nguyen, Kien Do +3 more
2024AAAI Conference on Artificial Intelligence11 citations
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Memory-Augmented Theory of Mind Network
Dung Nguyen, Phuoc Nguyen, Hung Le, Kien Do +2 more
2023AAAI Conference on Artificial Intelligence8 citations Open access
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Learning Theory of Mind via Dynamic Traits Attribution
Dung Nguyen, Phuoc Nguyen, Hung Le, Kien Do +2 more
2022Adaptive Agents and Multi-Agent Systems8 citations Open access
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Episodic Policy Gradient Training
Hung Le, Majid Abdolshah, T. G. Karimpanal, Kien Do +2 more
2021AAAI Conference on Artificial Intelligence6 citations Open access
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Beyond Surprise: Improving Exploration Through Surprise Novelty
Hung Le, Kien Do, Dung Nguyen, S. Venkatesh
2023Adaptive Agents and Multi-Agent Systems5 citations
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Learning to Constrain Policy Optimization with Virtual Trust Region
Hung Le, Thommen Karimpanal George, Majid Abdolshah, Dung Nguyen +3 more
2022Neural Information Processing Systems5 citations
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Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization
Kien Do, T. Tran, S. Venkatesh
2020AAAI Conference on Artificial Intelligence5 citations Open access
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Matrix-centric Neural Networks
Kien Do, T. Tran, S. Venkatesh
2017arXiv.org5 citations
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Defense Against Multi-target Trojan Attacks
H. Harikumar, Santu Rana, Kien Do, Sunil Gupta +3 more
2022arXiv.org4 citations Open access
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Front-door Adjustment via Style Transfer for Out-of-distribution Generalisation
Toan Nguyen, Kien Do, D. Nguyen, Bao Duong +1 more
2022arXiv.org3 citations Open access
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Multilevel Anomaly Detection for Mixed Data
Kien Do, T. Tran, S. Venkatesh
2016arXiv.org3 citations
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Reviving Error Correction in Modern Deep Time-Series Forecasting
M. Nguyen, Do Dai, H. Nguyen, Dung Nguyen +2 more
2026arXiv.org2 citations
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Finding the Trigger: Causal Abductive Reasoning on Video Events
T. Le, Vuong Le, Kien Do, Sunil Gupta +2 more
2025arXiv.org2 citations
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Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach
Dung Nguyen, Hung Le, Kien Do, Sunil Gupta +2 more
2024International Joint Conference on Artificial Intelligence2 citations Open access
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Social Motivation for Modelling Other Agents under Partial Observability in Decentralised Training
Dung Nguyen, Hung Le, Kien Do, S. Venkatesh +1 more
2023International Joint Conference on Artificial Intelligence2 citations Open access
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Unsupervised Anomaly Detection on Temporal Multiway Data
D. Nguyen, Phuoc Nguyen, Kien Do, Santu Rana +2 more
2020IEEE Symposium Series on Computational Intelligence2 citations Open access
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Improving Diversity in Black-box Few-shot Knowledge Distillation
Tri-Nhan Vo, Dang Nguyen, Kien Do, Sunil Gupta
2026arXiv.org1 citations
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Framedit: Diffusion Transformer with Matrix Attention for Efficient Video Generation
Minh Khoa Le, Kien Do, D. T. Nguyen, Truyen Tran
20262026 IEEE/CVF Conference on Computer Vision and Pattern Recognition- FINDINGS Track (CVPRF)1 citations
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Learning Structural Causal Models from Ordering: Identifiable Flow Models
Minh Khoa Le, Kien Do, Truyen Tran
2024arXiv.org1 citations
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Semantic Host-free Trojan Attack
Haripriya Harikumar, Kien Do, Santu Rana, Sunil Gupta +1 more
2021arXiv.org1 citations
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Predicting Symptoms of Amotivation and Anhedonia among University Students with a Novel Oversampling Method
Dang Nguyen, Bao Duong, Arun Kumar, Dat Phan-Trong +11 more
20260 citations
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Data-free Multistep Diffusion Distillation
N. Tran, Kien Do, D. T. Nguyen, Truyen Tran
20260 citations
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FrameDiT: Diffusion Transformer with Frame-Level Matrix Attention for Efficient Video Generation
Minh Khoa Le, Kien Do, D. T. Nguyen, Truyen Tran
2026arXiv.org0 citations
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Learning Structural Causal Models from Ordering: Identifiable Flow Models
Minh Khoa Le, Kien Do, Truyen Tran
2025AAAI Conference on Artificial Intelligence0 citations Open access
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Defense Against Multi-target Multi-trigger Backdoor Attacks
H. Harikumar, Santu Rana, Kien Do, Sunil Gupta +3 more
2025Pacific-Asia Conference on Knowledge Discovery and Data Mining0 citations
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Plug, Play, and Generalize: Length Extrapolation with Pointer-Augmented Neural Memory
Hung Le, Dung Nguyen, Kien Do, S. Venkatesh +1 more
2024Trans. Mach. Learn. Res.0 citations
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Revisiting the Dataset Bias Problem from a Statistical Perspective
Kien Do, Dung Nguyen, Hung Le, T. Le +5 more
2024European Conference on Artificial Intelligence0 citations
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Predicting the Reliability of an Image Classifier under Image Distortion
Dang Nguyen, Sunil Gupta, Kien Do, S. Venkatesh
2024arXiv.org0 citations
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Enhancing Length Extrapolation in Sequential Models with Pointer-Augmented Neural Memory
Hung Le, Dung Nguyen, Kien Do, S. Venkatesh +1 more
2024arXiv.org0 citations
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Intrinsic Motivation via Surprise Memory
Hung Le, Kien Do, Dung Nguyen, S. Venkatesh
2023arXiv.org0 citations Open access
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Table of Content for Appendix Towards Eﬀective and Robust Neural Trojan Defenses via Input Filtering
Kien Do, H. Harikumar, Hung Le, Dung Nguyen +7 more
20220 citations
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Memory-Constrained Policy Optimization
Hung Le, Thommen George Karimpanal, Majid Abdolshah, Dung Nguyen +3 more
2022arXiv.org0 citations Open access
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