39 citations · 62 across the 22 of their papers we have counts for
5 papers · 1 filter
BRIDGE: Bundle Recommendation via Instruction-Driven Generation
Tuan-Nghia Bui, Huy-Son Nguyen, Cam-Van Nguyen Thi +2
Bundle recommendation aims to suggest a set of interconnected items to users. However, diverse interaction types and sparse interaction matrices often pose challenges for previous…
Ada2I: Enhancing Modality Balance for Multimodal Conversational Emotion Recognition
Cam-Van Thi Nguyen, The-Son Le, Anh-Tuan Mai +1
Multimodal Emotion Recognition in Conversations (ERC) is a typical multimodal learning task in exploiting various data modalities concurrently. Prior studies on effective multimoda…
Bundle Recommendation with Item-level Causation-enhanced Multi-view Learning
Huy-Son Nguyen, Tuan-Nghia Bui, Long-Hai Nguyen +4
Bundle recommendation aims to enhance business profitability and user convenience by suggesting a set of interconnected items. In real-world scenarios, leveraging the impact of asy…
Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition
Cam-Van Thi Nguyen, Cao-Bach Nguyen, Quang-Thuy Ha +1
Emotion recognition in conversation (ERC) is a crucial task in natural language processing and affective computing. This paper proposes MultiDAG+CL, a novel approach for Multimodal…
Towards Efficient Pareto-optimal Utility-Fairness between Groups in Repeated Rankings
Phuong Dinh Mai, Duc-Trong Le, Tuan-Anh Hoang +1
In this paper, we tackle the problem of computing a sequence of rankings with the guarantee of the Pareto-optimal balance between (1) maximizing the utility of the consumers and (2…