Cam-Van Thi Nguyen

According to our database, Cam-Van Thi Nguyen authored at least 28 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Leveraging self-paced curriculum learning for enhanced modality balance in multimodal conversational emotion recognition.

Phuong-Anh Nguyen, The-Son Le, Duc-Trong Le, Cam-Van Thi Nguyen

Neural Comput. Appl., June, 2026

From Top-1 to Top-K: A Reproducibility Study and Benchmarking of Counterfactual Explanations for Recommender Systems.

Quang-Huy Nguyen, Thanh-Hai Nguyen, Khac-Manh Thai, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Masoud Mansoury, Duc-Trong Le, Hoang-Quynh Le

CoRR, April, 2026

BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates.

Phuong-Anh Nguyen, Tien Anh Pham, Duc-Trong Le, Cam-Van Thi Nguyen

CoRR, March, 2026

MissBench: Benchmarking Multimodal Affective Analysis under Imbalanced Missing Modalities.

Tien Anh Pham, Phuong-Anh Nguyen, Duc-Trong Le, Cam-Van Thi Nguyen

CoRR, March, 2026

Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation.

Anh-Tuan Mai, Cam-Van Thi Nguyen, Duc-Trong Le

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

Counterfactual Understanding via Retrieval-Aware Multimodal Modeling for Time-to-Event Survival Prediction.

Ha-Anh Hoang Nguyen, Tri-Duc Phan Le, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le

Proceedings of the Advances in Information Retrieval, 2026

2025

Mi-CGA: Cross-modal Graph Attention Network for robust emotion recognition in the presence of incomplete modalities.

Cam-Van Thi Nguyen, Hai-Dang Kieu, Quang-Thuy Ha, Xuan-Hieu Phan, Duc-Trong Le

Neurocomputing, 2025

Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation.

Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Dual-Enhanced Item Representation for Bundle Construction via Category-Wise and Cross-Modality Learning.

Long-Hai Nguyen, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Atsuhiro Takasu, Hoang-Quynh Le

Proceedings of the 2025 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2025

BRIDGE: Bundle Recommendation via Instruction-Driven Generation.

Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation.

Van-Khang Nguyen, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning.

Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Hoang Manh-Hung, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le

CoRR, 2024

Bundle Recommendation with Item-Level Causation-Enhanced Multi-view Learning.

Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Hung Hoang, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Demo Track, 2024

TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction.

Quynh-Mai Thi Nguyen, Lan-Nhi Thi Nguyen, Cam-Van Thi Nguyen

Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation, 2024

A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis.

Nguyen Van Doan, Dat Tran Nguyen, Cam-Van Thi Nguyen

Proceedings of the 38th Pacific Asia Conference on Language, Information and Computation, 2024

Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition.

Cam-Van Thi Nguyen, The-Son Le, Anh-Tuan Mai, Duc-Trong Le

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Comparative Opinion Mining in Product Reviews: Multi-Perspective Prompt-Based Learning.

Hai-Yen Thi Nguyen, Cam-Van Thi Nguyen

Proceedings of the 16th International Conference on Knowledge and System Engineering, 2024

TAD: Tri-Aspect Fake News Detection.

Anh-Tuan Mai, Cam-Van Thi Nguyen

Proceedings of the 16th International Conference on Knowledge and System Engineering, 2024

Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition.

Cam-Van Thi Nguyen, Cao-Bach Nguyen, Duc-Trong Le, Quang-Thuy Ha

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization.

Cam-Van Thi Nguyen, Ngoc-Hoa Thi Nguyen, Duc-Trong Le, Quang-Thuy Ha

CoRR, 2023

Vietnamese multi-document summary using subgraph selection approach - VLSP 2022 AbMuSu Shared Task.

Huu-Thin Nguyen, Tam Doan Thanh, Cam-Van Thi Nguyen

CoRR, 2023

GAT-FP: Addressing Imperfect Multimodal Learning using Graph Attention Networks and Feature Propagation.

Nguyen Van Doan, Trong Duc Nguyen, Dat Tran Nguyen, Cam-Van Thi Nguyen, Hai-Dang Kieu, Duc-Trong Le

Proceedings of the 12th International Symposium on Information and Communication Technology, 2023

Multimodal Learning with Incompleteness towards Multimodal Sentiment Analysis and Emotion Recognition Task.

Cam-Van Thi Nguyen, Huy-Sang Nguyen, Duc-Trong Le, Quang-Thuy Ha

Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

HHMC: A Heterogeneous x Homogeneous Graph-Based Network for Multimodal Cross-Selling Recommendation.

Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Duy-Cat Can, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le

Proceedings of the 15th International Conference on Knowledge and Systems Engineering, 2023

Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction.

Cam-Van Thi Nguyen, Anh-Tuan Mai, The-Son Le, Hai-Dang Kieu, Duc-Trong Le

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Enhancing Visual Question Answering with Generated Image Caption.

Kieu-Anh Thi Truong, Truong-Thuy Tran, Cam-Van Thi Nguyen, Duc-Trong Le

Proceedings of the Computational Data and Social Networks - 12th International Conference, 2023

Vietnamese Multidocument Summarization Using Subgraph Selection-Based Approach with Graph-Informed Self-attention Mechanism.

Tam Doan Thanh, Cam-Van Thi Nguyen, Huu-Thin Nguyen, Mai-Vu Tran, Quang-Thuy Ha

Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2016

Social-spam profile detection based on content classification and user behavior.

Thi-Hong Vuong, Van-Hien Tran, Minh-Duc Nguyen, Cam-Van Thi Nguyen, Thanh-Huyen Pham, Mai-Vu Tran

Proceedings of the 2016 Eighth International Conference on Knowledge and Systems Engineering, 2016