Bac Le - Publications, H-index & Citations

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Bac Le

university of science

29H-index

239Paper Count

3.3KCitation Count

Published Papers 53

Publication Date

CIGMA: A framework for explaining span-level neural NLP predictions via counterfactual training-data attribution

Future Generation Computer Systems

IF0

2026-06-18

PREAI

Hoai-Duc Tuan-Nguyen; Bac Le

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Dual policy-guided multi-hop path reasoning for explainable knowledge graph recommendation

Data Mining and Knowledge Discovery

IF4.3

2026-05-20

PREAI

Thanh Le; Hoang Anh Nguyen; Bac Le

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Defensive Strategy for Explainability in Deep Neural Networks Under Adversarial Attacks

ADVANCES IN COMPUTATIONAL COLLECTIVE INTELLIGENCE, ICCCI 2025, PT II

IF0

2026-01-01

PREAI

Tuan Trung Mac; Tan Loc Nguyen; Bac Le

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Black-Box Two-Phase Adversarial Attack: Finding Important Regions and Reducing L2-Loss

COMPUTATIONAL COLLECTIVE INTELLIGENCE, ICCCI 2025, PT II

IF0

2026-01-01

PREAI

Vo, Trang T.; Le, Bac

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Using Closed Frequent Itemsets To Explain Classification Tasks

ADVANCES IN COMPUTATIONAL COLLECTIVE INTELLIGENCE, ICCCI 2025, PT II

IF0

2026-01-01

PREAI

Thao Ngo; Bac Le

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Fusing global attention and self-attention for better performance and interpretability on tabular data

Expert Systems with Applications

IF7.5

2025-11-04

PREAI

Hung Bui; Bac Le

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Enhancing counterfactual explanations with causal inference: integrating DirectLiNGAM and variational autoencoders for constraint-aware generation

Applied Intelligence

IF3.5

2025-11-04

PREAI

Dinh Dinh; Thanh-An Nguyen; Ngoc-Thao Nguyen; Nghia Le; Bac Le

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FRIC: a framework for feature importance explanations and evaluation in span-level NLP

Neural Computing and Applications

IF4.5

2025-10-29

PREAI

Hoai-Duc Tuan-Nguyen; Bac Le

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EGNet: explainable graph neural network with similarity explanation for medication recommendation

Applied Intelligence

IF3.5

2025-08-15

PREAI

Minh-Van Nguyen; Duy-Thinh Nguyen; Bac Le

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Graph data augmentation using multi-label mixup

Knowledge and Information Systems

IF3.1

2025-07-21

PREAI

Luong Pham; Tuyen Ho Thi Thanh; Duy-Minh Nguyen-Tran; Bac Le

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TEAM: Topological Evolution-aware Framework for Traffic Forecasting

PROCEEDINGS OF THE VLDB ENDOWMENT

IF3.3

2025-02-28

PREAI

Kieu, Duc; Kieu, Tung; Han, Peng; Yang, Bin; Jensen, Christian S.; Le, Bac

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Curriculum meta-learning for zero-shot cross-lingual transfer

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-10-01

PREAI

Doan, Toan; Le, Bac

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Novel stochastic algorithms for privacy-preserving utility mining

APPLIED INTELLIGENCE

IF3.5

2024-09-27

PREAI

Nguyen, Duc; Le, Bac

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Class-incremental learning with causal relational replay

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-09-01

PREAI

Nguyen, Toan; Kieu, Duc; Duong, Bao; Kieu, Tung; Do, Kien; Nguyen, Thin; Le, Bac

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Shapley-based graph explanation in embedding space

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-09-01

PREAI

Thanh, Tuyen Ho Thi; Huynh, Tu; Vu, Hung; Le, Bac

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Interpretable extractive text summarization with meta-learning and BI-LSTM: A study of meta learning and explainability techniques

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-07-01

PREAI

Vo, Song-Nguyen; Vo, Tien-Thinh; Le, Bac

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Mining Interesting Sequential Patterns using a Novel Balanced Utility Measure

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-06-01

PREAI

Duong, Hai; Truong, Tin; Le, Bac; Fournier-Viger, Philippe

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A new algorithm using integer programming relaxation for privacy-preserving in utility mining

APPLIED INTELLIGENCE

IF3.5

2023-08-03

PREAI

Nguyen, Duc; Tran, Minh-Thai; Le, Bac

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Generating relation-specific weights for ConvKB using a HyperNetwork architecture

APPLIED INTELLIGENCE

IF3.5

2023-05-13

PREAI

Le, Thanh; Nguyen, Duy; Le, Bac

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Knowledge graph embedding with the special orthogonal group in quaternion space for link prediction

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-04-01

PREAI

Le, Thanh; Tran, Huy; Le, Bac

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Research Directions