output
20122026
most citedConversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction

39 citations

56 papers

math.CO2026

On monoids up to symmetry

Dinh Van Le, Tim Römer, Nguyen Thi Vien

We study monoids in an infinite-dimensional setting that are invariant under the action of the infinite symmetric group Sym. Our main result establishes a local--global principle c…

cs.MM2026

Contestable Multi-Agent Debate with Arena-based Argumentative Computation for Multimedia Verification

Truong Thanh Hung Nguyen, Vo Thanh Khang Nguyen, Hoang-Loc Cao +3

Multimedia verification requires not only accurate conclusions but also transparent and contestable reasoning. We propose a contestable multi-agent framework that integrates multim…

cs.CV2025★ 1 cited

Deep Feature Optimization for Enhanced Fish Freshness Assessment

Phi-Hung Hoang, Nam-Thuan Trinh, Van-Manh Tran +1

Assessing fish freshness is vital for ensuring food safety and minimizing economic losses in the seafood industry. However, traditional sensory evaluation remains subjective, time-…

cs.CV2025★ 6 cited

Towards Accurate and Efficient Waste Image Classification: A Hybrid Deep Learning and Machine Learning Approach

Ngoc-Bao-Quang Nguyen, Tuan-Minh Do, Cong-Tam Phan +1

Automated image-based garbage classification is a critical component of global waste management; however, systematic benchmarks that integrate Machine Learning (ML), Deep Learning…

math.AT2025★ 7 cited

A note on the hit problem for the polynomial algebra in the case of odd primes and its application

Dang Vo Phuc

Let be the polynomial algebra over ( prime). We consider the hit problem: finding a minimal generating set for as a modu…

cs.LG2025★ 1 cited

TolerantECG: A Foundation Model for Imperfect Electrocardiogram

Huynh Dang Nguyen, Trong-Thang Pham, Ngan Le +1

The electrocardiogram (ECG) is an essential and effective tool for diagnosing heart diseases. However, its effectiveness can be compromised by noise or unavailability of one or mor…