Ngoc Hoang Luong

66 papers A* 1A 16B 5Journal 19Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
A memetic ant colony optimization algorithm for the large-scale pickup and delivery problem with time windows.
Swarm Evol. Comput.
Thai Khac Nguyen, Nam Hoai Nguyen, Ngoc Hoang Luong
2026 J jnl
Diverse and high-quality text generation assisted by large language models.
Knowl. Based Syst.
Thai Huy Nguyen, Ngoc Hoang Luong
2026 J jnl
Efficient Multi-Objective Neural Architecture Search via Tree Search with Training-Free Metrics.
SN Comput. Sci.
An Vo, Nhat Minh Le, Ngoc Hoang Luong
2026 J jnl
From hand-crafted metrics to evolved training-free performance predictors for neural architecture search via symbolic regression.
Neurocomputing
Quan Minh Phan, Ngoc Hoang Luong
2025 A conf
Black-Box Adversarial Attack on Dialogue Generation via Multi-Objective Optimization.
GECCO
Khang Gia Le, Ngoc Hoang Luong
2025 — conf
Diversifying Adversarial Attacks on Text-to-image Generation.
GECCO Companion
Thai Huy Nguyen, Ngoc Hoang Luong
2025 A* conf
Enhancing Endoscopic Image Retrieval via Self-Supervised Learning and Large VLM-Based Re-ranking.
ACM Multimedia
Khoa Tran, Linh Ly, Duy Khanh Ho, Ngoc Hoang Luong
2025 — conf
Evolutionary Black-box Patch Attacks on Face Verification.
GECCO Companion
Khoa Tran, Linh Ly, Ngoc Hoang Luong
2025 J jnl
From Hand-Crafted Metrics to Evolved Training-Free Performance Predictors for Neural Architecture Search via Genetic Programming.
CoRR
Quan Minh Phan, Ngoc Hoang Luong
2025 A conf
Gradient-Free Sparse Adversarial Attack on Object Detection Models.
GECCO
Chi Cuong Le, Tri Phan, Ngoc Hoang Luong
2025 J jnl
Kernelshap-nas: a shapley additive explanatory approach for characterizing operation influences.
Neural Comput. Appl.
Hai Tran Thanh, Dac Tam Nguyen, Minh Duc Ngo, Long Doan, Ngoc Hoang Luong, Huynh Thi Thanh Binh
2025 — conf
On the Investigation of Evolutionary Multi-Objective Optimization for Discrete Prompt Search.
GECCO Companion
Hieu-Hien Mai, Ngoc Hoang Luong
2025 A conf
Toward Efficient Mixed-Integer Black-Box Optimization via Evolution Strategies with Plateau Handling Techniques.
GECCO
Tuan Anh Nguyen, Ngoc Hoang Luong
2024 — conf
Combining Adaptive Large Neighborhood Search with Guided Ejection Search for Real-World Multiple-Vehicle Pickup and Delivery Problem with Time Windows.
GECCO Companion
Tri Phan, Khang Tran, Ngoc Hoang Luong
2024 A conf
Efficient Multi-Fidelity Neural Architecture Search with Zero-Cost Proxy-Guided Local Search.
GECCO
Quan Minh Phan, Ngoc Hoang Luong
2024 A conf
Efficient Multi-Objective Neural Architecture Search via Pareto Dominance-based Novelty Search.
GECCO
An Vo, Ngoc Hoang Luong
2024 J jnl
Efficient Multi-Objective Neural Architecture Search via Pareto Dominance-based Novelty Search.
CoRR
An Vo, Ngoc Hoang Luong
2024 — conf
Evaluating the Adversarial Robustness of Evolutionary Neural Architecture Search.
MAPR
Quan Minh Phan, Hieu Trung Nguyen, Van Bich Nguyen, Ngoc Hoang Luong
2024 B conf
Evolutionary Deep Reinforcement Learning via Hybridizing Estimation-of-Distribution Algorithms with Policy Gradients.
CEC
Thai Bao Tran, Ngoc Hoang Luong
2024 J jnl
Lightweight multi-objective evolutionary neural architecture search with low-cost proxy metrics.
Inf. Sci.
Ngoc Hoang Luong, Quan Minh Phan, An Vo, Tan Ngoc Pham, Dzung Tri Bui
2024 A conf
On the Investigation of Multimodal Evolutionary Algorithms Using Search Trajectory Networks.
GECCO
Thai Bao Tran, Ngoc Hoang Luong
2024 J jnl
Parameter-less Pareto local search for multi-objective neural architecture search with the Interleaved Multi-start Scheme.
Swarm Evol. Comput.
Quan Minh Phan, Ngoc Hoang Luong
2024 A conf
THNAS-GA: A Genetic Algorithm for Training-free Hardware-aware Neural Architecture Search.
GECCO
Hai Tran Thanh, Long Doan, Ngoc Hoang Luong, Huynh Thi Thanh Binh
2024 B conf
Zero-Cost Proxy-Based Hierarchical Initialization for Evolutionary Neural Architecture Search.
CEC
Nhat Minh Le, An Vo, Ngoc Hoang Luong
2023 A conf
A Two-Stage Multi-Objective Evolutionary Reinforcement Learning Framework for Continuous Robot Control.
GECCO
Hai-Long Tran, Long Doan, Ngoc Hoang Luong, Huynh Thi Thanh Binh
2023 — conf
Accelerating Gene-pool Optimal Mixing Evolutionary Algorithm for Neural Architecture Search with Synaptic Flow.
GECCO Companion
Khoa Huu Tran, Luc Truong, An Vo, Ngoc Hoang Luong
2023 — conf
Bias-free Trading Algorithms with Momentum Scores for the Vietnamese Stock Market.
SoICT
Truong Do, Ngoc Hoang Luong
2023 — conf
Data Augmentation with GPT-3.5 for Vietnamese Natural Language Inference.
RIVF
Hieu-Hien Mai, Ngoc Hoang Luong
2023 — conf
Data Augmentation with Large Language Models for Vietnamese Abstractive Text Summarization.
MAPR
Huy M. Le, Vy T. Luong, Ngoc Hoang Luong
2023 — conf
Domain Adaptation in Nested Named Entity Recognition From Scientific Articles in Agriculture.
SoICT
Doan Thai Binh Phan, Phuoc Vinh Linh Le, Ngoc Hoang Luong, M. Tahar Kechadi, Hung Q. Ngo
2023 J jnl
Efficacy of Neural Prediction-Based NAS for Zero-Shot NAS Paradigm.
CoRR
Minh Le, Nhan Nguyen, Ngoc Hoang Luong
2023 — conf
Enhancing Training-Free Multi-Objective Pruning-Based Neural Architecture Search with Low-Cost Local Search.
RIVF
Quan Minh Phan, Ngoc Hoang Luong
2023 J jnl
Enhancing multi-objective evolutionary neural architecture search with training-free Pareto local search.
Appl. Intell.
Quan Minh Phan, Ngoc Hoang Luong
2023 — conf
Evolving Prompts for Synthetic Image Generation with Genetic Algorithm.
MAPR
Khoi Dinh Tran, Dat Viet Bui, Ngoc Hoang Luong
2023 J jnl
Lightweight Multi-Objective and Many-Objective Problem Formulations for Evolutionary Neural Architecture Search with the Training-Free Performance Metric Synaptic Flow.
Informatica (Slovenia)
An Vo, Tan Ngoc Pham, Van Bich Nguyen, Ngoc Hoang Luong
2023 A conf
Pareto Local Search is Competitive with Evolutionary Algorithms for Multi-Objective Neural Architecture Search.
GECCO
Quan Minh Phan, Ngoc Hoang Luong
2023 — conf
Self-Adaptive Ant System with Hierarchical Clustering for the Thief Orienteering Problem.
SoICT
Vu Huynh, The Viet Le, Ngoc Hoang Luong
2023 — conf
Simulated Annealing with Dynamic Programming-based Vertex Insertion for Efficiently Solving the Traveling Thief Problem.
SoICT
Hoang Nguyen, Nam Le, Khang Tran, Ngoc Hoang Luong
2023 A conf
Stable and Sample-Efficient Policy Search for Continuous Control via Hybridizing Phenotypic Evolutionary Algorithm with the Double Actors Regularized Critics.
GECCO
Thai Huy Nguyen, Ngoc Hoang Luong
2023 — conf
Understanding the Role of Population Experiences in Proximal Distilled Evolutionary Reinforcement Learning.
SoICT
Thai Huy Nguyen, Ngoc Hoang Luong
2022 — conf
Benchmarking Gradient Estimation Mechanisms in Evolution Strategies for Solving Black-Box Optimization Functions and Reinforcement Learning Problems.
SoICT
Thai Bao Tran, Ngoc Hoang Luong
2022 B conf
Combining Soft-Actor Critic with Cross-Entropy Method for Policy Search in Continuous Control.
CEC
Hieu Trung Nguyen, Khang Tran, Ngoc Hoang Luong
2022 J jnl
On the impact of linkage learning, gene-pool optimal mixing, and non-redundant encoding on permutation optimization.
Swarm Evol. Comput.
Arthur Guijt, Ngoc Hoang Luong, Peter A. N. Bosman, Mathijs de Weerdt
2022 B conf
TF-GeneNAS: An evolution-based training-free approach to Neural Architecture Search.
IJCNN
Long Doan, Hieu Le, Huy Dang, Long Tran, Dao Hoang Long, Hai Minh Nguyen, Hanh Pham, Nam Nguyen, Ngoc Hoang Luong, Huynh Thi Thanh Binh
2022 B conf
TF-MOPNAS: Training-free Multi-objective Pruning-Based Neural Architecture Search.
ICCCI
Quan Minh Phan, Ngoc Hoang Luong
2022 — conf
Training-Free Multi-Objective and Many-Objective Evolutionary Neural Architecture Search with Synaptic Flow.
SoICT
An Vo, Tan Ngoc Pham, Van Bich Nguyen, Ngoc Hoang Luong
2021 — conf
Enhancing Multi-objective Evolutionary Neural Architecture Search with Surrogate Models and Potential Point-Guided Local Searches.
IEA/AIE (1)
Quan Minh Phan, Ngoc Hoang Luong
2021 — conf
Hybrid linkage learning for permutation optimization with Gene-pool optimal mixing evolutionary algorithms.
GECCO Companion
Michal Witold Przewozniczek, Marcin M. Komarnicki, Peter A. N. Bosman, Dirk Thierens, Bartosz Frej, Ngoc Hoang Luong
2021 — conf
Insightful and Practical Multi-objective Convolutional Neural Network Architecture Search with Evolutionary Algorithms.
IEA/AIE (1)
Tu Do, Ngoc Hoang Luong
2021 — conf
Training-Free Multi-objective Evolutionary Neural Architecture Search via Neural Tangent Kernel and Number of Linear Regions.
ICONIP (2)
Tu Do, Ngoc Hoang Luong
2020 J jnl
Fine-Tuning BERT for Sentiment Analysis of Vietnamese Reviews.
CoRR
Quoc Thai Nguyen, Thoai Linh Nguyen, Ngoc Hoang Luong, Quoc Hung Ngo
2019 J jnl
Fast and insightful bi-objective optimization for prostate cancer treatment planning with high-dose-rate brachytherapy.
Appl. Soft Comput.
Ngoc Hoang Luong, Tanja Alderliesten, Bradley R. Pieters, Arjan Bel, Yury Niatsetski, Peter A. N. Bosman
2018 J jnl
Application and benchmarking of multi-objective evolutionary algorithms on high-dose-rate brachytherapy planning for prostate cancer treatment.
Swarm Evol. Comput.
Ngoc Hoang Luong, Tanja Alderliesten, Arjan Bel, Yury Niatsetski, Peter A. N. Bosman
2018 J jnl
Exploiting Linkage Information and Problem-Specific Knowledge in Evolutionary Distribution Network Expansion Planning.
Evol. Comput.
Ngoc Hoang Luong, Han La Poutré, Peter A. N. Bosman
2018 — conf
Heuristics in Permutation GOMEA for Solving the Permutation Flowshop Scheduling Problem.
PPSN (1)
G. H. Aalvanger, Ngoc Hoang Luong, Peter A. N. Bosman, Dirk Thierens
2018 A conf
Improving the performance of MO-RV-GOMEA on problems with many objectives using tchebycheff scalarizations.
GECCO
Ngoc Hoang Luong, Tanja Alderliesten, Peter A. N. Bosman
2018 J jnl
Multi-objective Gene-pool Optimal Mixing Evolutionary Algorithm with the Interleaved Multi-start Scheme.
Swarm Evol. Comput.
Ngoc Hoang Luong, Han La Poutré, Peter A. N. Bosman
2017 — conf
Efficient, effective, and insightful tackling of the high-dose-rate brachytherapy treatment planning problem for prostate cancer using evolutionary multi-objective optimization algorithms.
GECCO (Companion)
Ngoc Hoang Luong, Anton Bouter, Marjolein C. van der Meer, Yury Niatsetski, Cees Witteveen, Arjan Bel, Tanja Alderliesten, Peter A. N. Bosman
2017 A conf
Exploring trade-offs between target coverage, healthy tissue sparing, and the placement of catheters in HDR brachytherapy for prostate cancer using a novel multi-objective model-based mixed-integer evolutionary algorithm.
GECCO
Krzysztof L. Sadowski, Marjolein C. van der Meer, Ngoc Hoang Luong, Tanja Alderliesten, Dirk Thierens, Rob van der Laarse, Yury Niatsetski, Arjan Bel, Peter A. N. Bosman
2017 A conf
The multi-objective real-valued gene-pool optimal mixing evolutionary algorithm.
GECCO
Anton Bouter, Ngoc Hoang Luong, Cees Witteveen, Tanja Alderliesten, Peter A. N. Bosman
2016 A conf
Expanding from Discrete Cartesian to Permutation Gene-pool Optimal Mixing Evolutionary Algorithms.
GECCO
Peter A. N. Bosman, Ngoc Hoang Luong, Dirk Thierens
2015 A conf
Exploiting Linkage Information and Problem-Specific Knowledge in Evolutionary Distribution Network Expansion Planning.
GECCO
Ngoc Hoang Luong, Han La Poutré, Peter A. N. Bosman
2014 — conf
Efficiency enhancements for evolutionary capacity planning in distribution grids.
GECCO (Companion)
Ngoc Hoang Luong, Marinus O. W. Grond, Han La Poutré, Peter A. N. Bosman
2014 A conf
Multi-objective gene-pool optimal mixing evolutionary algorithms.
GECCO
Ngoc Hoang Luong, Han La Poutré, Peter A. N. Bosman
2014 — conf
Practice-oriented optimization of distribution network planning using metaheuristic algorithms.
PSCC
Marinus O. W. Grond, Ngoc Hoang Luong, Johan Morren, Peter A. N. Bosman, Han Slootweg, Han La Poutré
2012 J jnl
Entropy-based efficiency enhancement techniques for evolutionary algorithms.
Inf. Sci.
Ngoc Hoang Luong, Hai Thanh Thi Nguyen, Chang Wook Ahn