Hoang-Quynh Le

67 papers A* 2A 3B 2C 2Journal 22Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Comparing Without Saying: A Dataset and Benchmark for Implicit Comparative Opinion Mining from Same-User Reviews. CoRR Thanh-Lam T. Nguyen, Ngoc-Quang Le, Quoc-Trung Phu, Thi-Phuong Le, Ngoc-Huyen Pham, Phuong-Nguyen Nguyen, Hoang-Quynh Le
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`	NOWJ @BioCreative IX ToxHabits: An Ensemble Deep Learning Approach for Detecting Substance Use and Contextual Information in Clinical Texts. CoRR Huu-Huy-Hoang Tran, Gia-Bao Duong, Quoc-Viet-Anh Tran, Thi-Hai-Yen Vuong, Hoang-Quynh Le
2026	J	`jnl`	UETQuintet at BioCreative IX - MedHopQA: Enhancing Biomedical QA with Selective Multi-hop Reasoning and Contextual Retrieval. CoRR Quoc-An Nguyen, Thi-Minh-Thu Vu, Bich-Dat Nguyen, Dinh-Quang-Minh Tran, Hoang-Quynh Le
2026	J	`jnl`	XAI-enhanced Comparative Opinion Mining via Aspect-based Scoring and Semantic Reasoning. CoRR Ngoc-Quang Le, T. Thanh-Lam Nguyen, Quoc-Trung Phu, Thi-Phuong Le, Duy-Cat Can, Hoang-Quynh Le
2025	J	`jnl`	A Graph-based Deep Learning Model with Multimodal Fusion for Vietnamese Recommendation Systems. Rev. Socionetwork Strateg. Xuan-Bach Nguyen, Hoang-Quynh Le
2025	J	`jnl`	A multifaceted approach to drug-drug interaction extraction with fusion strategies. J. Biomed. Informatics Ba-Hoang Tran, Hung-Manh Hoang, Binh-Nguyen Nguyen, Duy-Cat Can, Hoang-Quynh Le
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`	Beyond the Scientific Document: A Citation-Aware Multi-Granular Summarization Approach with Heterogeneous Graphs. EMNLP (Findings) Quoc-An Nguyen, Xuan-Hung Le, Thi-Minh-Thu Vu, Hoang-Quynh Le
2025	—	`conf`	CiteArXiv: A Citation-enriched Dataset and Heterogeneous Graph-based Model for Scientific Articles Summarization. WWW (Companion Volume) Quoc-An Nguyen, Xuan-Hung Le, Thi-Minh-Thu Vu, Hoang-Quynh 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	A*	`conf`	MUDI: A Multimodal Biomedical Dataset for Understanding Pharmacodynamic Drug-Drug Interactions. ACM Multimedia Tung-Lam Ngo, Ba-Hoang Tran, Duy-Cat Can, Trung-Hieu Do, Oliver Y. Chén, Hoang-Quynh Le
2025	J	`jnl`	MUDI: A Multimodal Biomedical Dataset for Understanding Pharmacodynamic Drug-Drug Interactions. CoRR Tung-Lam Ngo, Ba-Hoang Tran, Duy-Cat Can, Trung-Hieu Do, Oliver Y. Chén, Hoang-Quynh 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
2025	A	`conf`	RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction. ECAI Huy-Son Nguyen, Quang-Huy Nguyen, Duc-Hoang Pham, Duc-Trong Le, Hoang-Quynh Le, Padipat Sitkrongwong, Atsuhiro Takasu, Masoud Mansoury
2025	J	`jnl`	RaMen: Multi-Strategy Multi-Modal Learning for Bundle Construction. CoRR Huy-Son Nguyen, Quang-Huy Nguyen, Duc-Hoang Pham, Duc-Trong Le, Hoang-Quynh Le, Padipat Sitkrongwong, Atsuhiro Takasu, Masoud Mansoury
2025	J	`jnl`	Toward Effective Comparative Opinion Mining: A Novel Vietnamese Product Review Corpus and Benchmark Approach. IEEE Access Duy-Cat Can, Khanh-Vinh Nguyen, Hung-Manh Hoang, Duc-Loc Vu, Mai-Vu Tran, Hoang-Quynh Le
2025	—	`conf`	UET@eRisk2025: Severity Estimation for Depression Symptoms Searching and Early Risk Detection. CLEF (Working Notes) Tu-Phuong Mai, Minh-Ha H. Le, Duc-Luong Tran, Duy-Cat Can, Hoang-Quynh Le
2024	J	`jnl`	BRIDGE: Bundle Recommendation via Instruction-Driven Generation. CoRR Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Nguyen Thi, Hoang-Quynh Le, 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`	Continual Learning Based on Task Masking for Multi-domain Recommendation. ACIIDS (Companion 2) Tran-Ngoc-Linh Nguyen, Chi-Dung Vu, Hoang-Ngan Le, Anh-Dung Hoang, Xuan-Hieu Phan, Quang-Thuy Ha, Hoang-Quynh Le, Mai-Vu Tran
2024	C	`conf`	Contrastive Summarization of User Reviews: An Aspect-based Abstractive Approach. PACLIC Hung-Manh Hoang, Duc-Loc Vu, Huong Nguyen-Thi-Thuy, Duy-Cat Can, Hoang-Quynh Le
2024	J	`jnl`	EfficientRec an unlimited user-item scale recommendation system based on clustering and users interaction embedding profile. CoRR Vu Hong Quan, Le Hoang Ngan, Le Minh Duc, Nguyen Tran Ngoc Linh, Hoang-Quynh Le
2024	—	`conf`	Enhancing Deepfake Detection Through Innovative Data Augmentation Strategies and Frame-Based Deep Learning Architecture. ACIIDS (2) Hoang-Viet Nguyen, Thi-Hai-Yen Vuong, Hoang-Quynh Le
2024	C	`conf`	MERE: A Deep Learning Architecture Using Multi-Fragment Ensemble for Relation Extraction. PACLIC Hoang-Quynh Le, Duy-Cat Can
2024	J	`jnl`	Overview of the VLSP 2023 - ComOM Shared Task: A Data Challenge for Comparative Opinion Mining from Vietnamese Product Reviews. CoRR Hoang-Quynh Le, Duy-Cat Can, Khanh-Vinh Nguyen, Mai-Vu Tran
2024	—	`conf`	The Masked Simple Graph Contrastive Learning for Recommendation. KSE Tran-Ngoc-Linh Nguyen, Hoang-Ngan Le, Anh-Dung Hoang, Xuan-Hieu Phan, Quang-Thuy Ha, Hoang-Quynh Le, Mai-Vu Tran
2024	—	`conf`	Zero-cost Transition to Multi-document Processing in Summarization with Multi-Channel Attention. ECML/PKDD (5) Minh-Quang Nguyen, Duy-Cat Can, Hoang-Quynh Le
2023	—	`conf`	Contrastive Hierarchical Discourse Graph for Vietnamese Extractive Multi-Document Summarization. IALP Tu-Phuong Mai, Quoc-An Nguyen, Duy-Cat Can, Hoang-Quynh Le
2023	—	`conf`	Enhancing Aspect-Based Sentiment Analysis with Contextualized Window Attention Mechanism. KSE Hoang-Ha Do, Xuan-Hieu Pham, Duc-Hiep Nguyen, Quoc-An Nguyen, Duy-Cat Can, Hoang-Quynh Le
2023	—	`conf`	Enhancing Clinical Note Generation from Doctor-Patient Conversations through Semantic Partition-Oriented Summarization. KSE Binh-Nguyen Nguyen, Hoang-Quynh Le, Duy-Cat Can
2023	—	`conf`	FOREcaST: Improving Extreme Weather Forecasts with Deep Neural Decision Forest for Climate Change Adaptation. KSE Khanh-Vinh Nguyen, Quoc-An Nguyen, Hoang-Quynh Le, Duy-Cat Can
2023	—	`conf`	GIFT4Rec: An Effective Side Information Fusion Technique Apply to Graph Neural Network for Cold-Start Recommendation. ACIIDS (1) Tran-Ngoc-Linh Nguyen, Chi-Dung Vu, Hoang-Ngan Le, Anh-Dung Hoang, Xuan Hieu Phan, Quang-Thuy Ha, Hoang-Quynh Le, Mai-Vu Tran
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`	Integrating Ontology-Based Knowledge to Improve Biomedical Multi-Document Summarization Model. ACIIDS (2) Quoc-An Nguyen, Khanh-Vinh Nguyen, Hoang-Quynh Le, Duy-Cat Can, Tam Doan Thanh, Trung-Hieu Do, Mai-Vu Tran
2023	J	`jnl`	Overview of the VLSP 2022 - Abmusu Shared Task: A Data Challenge for Vietnamese Abstractive Multi-document Summarization. CoRR Mai-Vu Tran, Hoang-Quynh Le, Duy-Cat Can, Quoc-An Nguyen
2023	—	`conf`	UETCorn at MEDIQA-Sum 2023: Template-based Summarization for Clinical Note Generation from Doctor-Patient Conversation. CLEF (Working Notes) Duy-Cat Can, Quoc-An Nguyen, Binh-Nguyen Nguyen, Minh-Quang Nguyen, Khanh-Vinh Nguyen, Trung-Hieu Do, Hoang-Quynh Le
2022	—	`conf`	EfficientRec: An Unlimited User Scale Recommendation System Based on Clustering and User's Interaction Embedding Profile. ACIIDS (Companion) Vu Hong Quan, Le Hoang Ngan, Le Minh Duc, Nguyen Tran Ngoc Linh, Hoang-Quynh Le
2022	J	`jnl`	Exploiting document graphs for inter sentence relation extraction. J. Biomed. Semant. Hoang-Quynh Le, Duy-Cat Can, Nigel Collier
2022	J	`jnl`	VLSP 2022 Abmusu Task Dataset: A Resource for Vietnamese Abstractive Multi-Document Summarization. Int. J. Asian Lang. Process. Quoc-An Nguyen, Duy-Cat Can, Hoang-Quynh Le, Mai-Vu Tran
2021	—	`conf`	A Hybrid Multi-answer Summarization Model for the Biomedical Question-Answering System. KSE Quoc-An Nguyen, Quoc-Hung Duong, Minh-Quang Nguyen, Huy-Son Nguyen, Hoang-Quynh Le, Duy-Cat Can, Tam Doan Thanh, Mai-Vu Tran
2021	—	`conf`	An incremental ensemble learning system for Vietnamese e-commerce product classification. KSE Linh Nguyen Tran Ngoc, Vu Hong Quan, Le Hoang Ngan, Tran Duy Phu, Hoang-Quynh Le
2021	—	`conf`	Aspect-Based Sentiment Analysis Using Mini-Window Locating Attention for Vietnamese E-commerce Reviews. KSE Binh Le-Minh, Thi-Phuong Le, Khanh-Hung Tran, Khanh-Huyen Bui, Hoang-Quynh Le, Duy-Cat Can, Hung Nguyen Chung Thanh, Mai-Vu Tran
2021	—	`conf`	Attention-Based Deep Learning Model for Aspect Classification on Vietnamese E-commerce Data. KSE Ngoc-Tu Nguyen, Trong-Dat Nguyen, Duy-Cat Can, Mai-Vu Tran, Ha Luu Manh, Hoang-Quynh Le
2021	B	`conf`	Detection of Distributed Denial of Service Attacks Using Automatic Feature Selection with Enhancement for Imbalance Dataset. ACIIDS Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha
2021	—	`conf`	Models Distillation with Lifelong Deep Learning for Vietnamese Biomedical Named Entity Recognition. KSE Thi-Cham Nguyen, Hoang-Quynh Le, Duy-Cat Can, Quang-Thuy Ha
2021	—	`conf`	THANOS: The Aspect Classification Model for Imbalanced Vietnamese E-commerce Review Data. IALP Minh-Son Cong, Tuan-Minh Dam, Anh-My Phuong, Thi-Quyen Nguyen, Duy-Cat Can, Hoang-Quynh Le, Long Hoang, Mai-Vu Tran
2021	—	`conf`	UETfishes at MEDIQA 2021: Standing-on-the-Shoulders-of-Giants Model for Abstractive Multi-answer Summarization. BioNLP@NAACL-HLT Hoang-Quynh Le, Quoc-An Nguyen, Quoc-Hung Duong, Minh-Quang Nguyen, Huy-Son Nguyen, Tam Doan Thanh, Hai-Yen Thi Vuong, Trang M. Nguyen
2020	—	`conf`	A Targeted Topic Model based Multi-Label Deep Learning Classification Framework for Aspect-based Opinion Mining. KSE Thi-Cham Nguyen, Thi-Ngan Pham, Hoang-Quynh Le, Tri-Thanh Nguyen, Hong-Nhung Bui, Quang-Thuy Ha
2019	—	`conf`	A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction. NAACL-HLT (1) Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha, Nigel Collier
2019	—	`conf`	Improving Semantic Relation Extraction System with Compositional Dependency Unit on Enriched Shortest Dependency Path. ACIIDS (1) Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha
2018	J	`jnl`	D3NER: biomedical named entity recognition using CRF-biLSTM improved with fine-tuned embeddings of various linguistic information. Bioinform. Thanh Hai Dang, Hoang-Quynh Le, Trang M. Nguyen, Sinh T. Vu
2018	A*	`conf`	Large-scale Exploration of Neural Relation Classification Architectures. EMNLP Hoang-Quynh Le, Duy-Cat Can, Sinh T. Vu, Thanh Hai Dang, Mohammad Taher Pilehvar, Nigel Collier
2017	—	`conf`	Improving chemical-induced disease relation extraction with learned features based on convolutional neural network. KSE Hoang-Quynh Le, Duy-Cat Can, Thanh Hai Dang, Mai-Vu Tran, Quang-Thuy Ha, Nigel Collier
2016	—	`conf`	An Experimental Study on Cholera Modeling in Hanoi. ACIIDS (2) Ngoc-Anh Thi Le, Thi-Oanh Ngo, Huyen-Trang Thi Lai, Hoang-Quynh Le, Hai-Chau Nguyen, Quang-Thuy Ha
2016	J	`jnl`	Sieve-based coreference resolution enhances semi-supervised learning model for chemical-induced disease relation extraction. Database J. Biol. Databases Curation Hoang-Quynh Le, Mai-Vu Tran, Thanh Hai Dang, Quang-Thuy Ha, Nigel Collier
2016	J	`jnl`	Sieve-based coreference resolution enhances semi-supervised learning model for chemical-induced disease relation extraction. Database J. Biol. Databases Curation Hoang-Quynh Le, Mai-Vu Tran, Thanh Hai Dang, Quang-Thuy Ha, Nigel Collier
2015	—	`conf`	A Method for Building a Labeled Named Entity Recognition Corpus Using Ontologies. ICCSAMA Ngoc Trinh Vu, Van-Hien Tran, Thi-Huyen-Trang Doan, Hoang-Quynh Le, Mai-Vu Tran
2013	—	`conf`	Exploring a Probabilistic Earley Parser for Event Composition in Biomedical Texts. BioNLP@ACL (Shared Task) Mai-Vu Tran, Nigel Collier, Hoang-Quynh Le, Van-Thuy Phi, Thanh-Binh Pham
2012	B	`conf`	A Hybrid Approach to Finding Phenotype Candidates in Genetic Texts. COLING Nigel Collier, Mai-Vu Tran, Hoang-Quynh Le, Anika Oellrich, Ai Kawazoe, Martin Hall-May, Dietrich Rebholz-Schuhmann
2011	—	`conf`	An Integrated Approach Using Conditional Random Fields for Named Entity Recognition and Person Property Extraction in Vietnamese Text. IALP Hoang-Quynh Le, Mai-Vu Tran, Nhat-Nam Bui, Nguyen-Cuong Phan, Quang-Thuy Ha
2010	—	`conf`	Automatic Named Entity Set Expansion Using Semantic Rules and Wrappers for Unary Relations. IALP Mai-Vu Tran, Tien-Tung Nguyen, Thanh-Son Nguyen, Hoang-Quynh Le