Cam-Van Thi Nguyen

35 papers A* 2A 2C 2Journal 16Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates.
CoRR
Phuong-Anh Nguyen, Tien Anh Pham, Duc-Trong Le, Cam-Van Thi Nguyen
2026 — conf
Counterfactual Understanding via Retrieval-Aware Multimodal Modeling for Time-to-Event Survival Prediction.
ECIR (3)
Ha-Anh Hoang Nguyen, Tri-Duc Phan Le, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le
2026 J jnl
Counterfactual Understanding via Retrieval-aware Multimodal Modeling for Time-to-Event Survival Prediction.
CoRR
Ha-Anh Hoang Nguyen, Tri-Duc Phan Le, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le
2026 J jnl
Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation.
CoRR
Anh-Tuan Mai, Cam-Van Thi Nguyen, Duc-Trong Le
2026 J jnl
MissBench: Benchmarking Multimodal Affective Analysis under Imbalanced Missing Modalities.
CoRR
Tien Anh Pham, Phuong-Anh Nguyen, Duc-Trong Le, Cam-Van Thi Nguyen
2025 A conf
BRIDGE: Bundle Recommendation via Instruction-Driven Generation.
ECAI
Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2025 — conf
Dual-Enhanced Item Representation for Bundle Construction via Category-Wise and Cross-Modality Learning.
SIGIR-AP
Long-Hai Nguyen, Huy-Son Nguyen, Cam-Van Thi Nguyen, Duc-Trong Le, Atsuhiro Takasu, Hoang-Quynh Le
2025 J jnl
Mi-CGA: Cross-modal Graph Attention Network for robust emotion recognition in the presence of incomplete modalities.
Neurocomputing
Cam-Van Thi Nguyen, Hai-Dang Kieu, Quang-Thuy Ha, Xuan-Hieu Phan, Duc-Trong Le
2025 A conf
Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation.
CIKM
Van-Khang Nguyen, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2025 J jnl
Multi-modal Adaptive Mixture of Experts for Cold-start Recommendation.
CoRR
Van-Khang Nguyen, Duc-Hoang Pham, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2025 — conf
Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation.
WWW (Companion Volume)
Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2025 J jnl
Personalized Diffusion Model Reshapes Cold-Start Bundle Recommendation.
CoRR
Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2024 C conf
A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis.
PACLIC
Nguyen Van Doan, Dat Tran Nguyen, Cam-Van Thi Nguyen
2024 J jnl
A Dual-Module Denoising Approach with Curriculum Learning for Enhancing Multimodal Aspect-Based Sentiment Analysis.
CoRR
Nguyen Van Doan, Dat Tran Nguyen, Cam-Van Thi Nguyen
2024 A* conf
Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition.
ACM Multimedia
Cam-Van Thi Nguyen, The-Son Le, Anh-Tuan Mai, Duc-Trong Le
2024 J jnl
Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition.
CoRR
Cam-Van Thi Nguyen, The-Son Le, Anh-Tuan Mai, Duc-Trong Le
2024 — conf
Bundle Recommendation with Item-Level Causation-Enhanced Multi-view Learning.
ECML/PKDD (8)
Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Hung Hoang, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2024 J jnl
Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning.
CoRR
Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Hoang Manh-Hung, Cam-Van Thi Nguyen, Hoang-Quynh Le, Duc-Trong Le
2024 — conf
Comparative Opinion Mining in Product Reviews: Multi-Perspective Prompt-Based Learning.
KSE
Hai-Yen Thi Nguyen, Cam-Van Thi Nguyen
2024 J jnl
Comparative Opinion Mining in Product Reviews: Multi-perspective Prompt-based Learning.
CoRR
Hai-Yen Thi Nguyen, Cam-Van Thi Nguyen
2024 — conf
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition.
LREC/COLING
Cam-Van Thi Nguyen, Cao-Bach Nguyen, Duc-Trong Le, Quang-Thuy Ha
2024 J jnl
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition.
CoRR
Cam-Van Thi Nguyen, Cao-Bach Nguyen, Quang-Thuy Ha, Duc-Trong Le
2024 — conf
TAD: Tri-Aspect Fake News Detection.
KSE
Anh-Tuan Mai, Cam-Van Thi Nguyen
2024 C conf
TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction.
PACLIC
Quynh-Mai Thi Nguyen, Lan-Nhi Thi Nguyen, Cam-Van Thi Nguyen
2024 J jnl
TECO: Improving Multimodal Intent Recognition with Text Enhancement through Commonsense Knowledge Extraction.
CoRR
Quynh-Mai Thi Nguyen, Lan-Nhi Thi Nguyen, Cam-Van Thi Nguyen
2023 A* conf
Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction.
EMNLP
Cam-Van Thi Nguyen, Anh-Tuan Mai, The-Son Le, Hai-Dang Kieu, Duc-Trong Le
2023 J jnl
Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction.
CoRR
Cam-Van Thi Nguyen, Anh-Tuan Mai, The-Son Le, Hai-Dang Kieu, Duc-Trong Le
2023 — conf
Enhancing Visual Question Answering with Generated Image Caption.
CSoNet
Kieu-Anh Thi Truong, Truong-Thuy Tran, Cam-Van Thi Nguyen, Duc-Trong Le
2023 — conf
GAT-FP: Addressing Imperfect Multimodal Learning using Graph Attention Networks and Feature Propagation.
SoICT
Nguyen Van Doan, Trong Duc Nguyen, Dat Tran Nguyen, Cam-Van Thi Nguyen, Hai-Dang Kieu, Duc-Trong Le
2023 — conf
HHMC: A Heterogeneous x Homogeneous Graph-Based Network for Multimodal Cross-Selling Recommendation.
KSE
Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen, Duy-Cat Can, Cam-Van Thi Nguyen, Duc-Trong Le, Hoang-Quynh Le
2023 — conf
Multimodal Learning with Incompleteness towards Multimodal Sentiment Analysis and Emotion Recognition Task.
KSE
Cam-Van Thi Nguyen, Huy-Sang Nguyen, Duc-Trong Le, Quang-Thuy Ha
2023 J jnl
Self-MI: Efficient Multimodal Fusion via Self-Supervised Multi-Task Learning with Auxiliary Mutual Information Maximization.
CoRR
Cam-Van Thi Nguyen, Ngoc-Hoa Thi Nguyen, Duc-Trong Le, Quang-Thuy Ha
2023 — conf
Vietnamese Multidocument Summarization Using Subgraph Selection-Based Approach with Graph-Informed Self-attention Mechanism.
ACIIDS (2)
Tam Doan Thanh, Cam-Van Thi Nguyen, Huu-Thin Nguyen, Mai-Vu Tran, Quang-Thuy Ha
2023 J jnl
Vietnamese multi-document summary using subgraph selection approach - VLSP 2022 AbMuSu Shared Task.
CoRR
Huu-Thin Nguyen, Tam Doan Thanh, Cam-Van Thi Nguyen
2016 — conf
Social-spam profile detection based on content classification and user behavior.
KSE
Thi-Hong Vuong, Van-Hien Tran, Minh-Duc Nguyen, Cam-Van Thi Nguyen, Thanh-Huyen Pham, Mai-Vu Tran