publications

2026

1. Bifrost: Steering strategic trajectories to bridge contextual gaps for self-improving agents

   Quan M Tran, Zhuo Huang, Wenbin Zhang, and 4 more authors

   arXiv preprint arXiv:2602.05810, 2026
2. Beyond the Shadows of Plato’s Cave: Evaluating False Memory in Autonomous Agents via Counterfactual Reasoning

   Quan M Tran, Zhuo Huang, Zhen Fang, and 3 more authors

   arXiv preprint arXiv:2609.39473, 2026

2024

1. TabularFM: An open framework for tabular foundational models

   Quan M Tran, Suong N Hoang, Lam M Nguyen, and 2 more authors

   2024 IEEE International Conference on Big Data (BigData), 2024

2022

1. Evaluating the Efficacy of Small Face Recognition by Convolutional Neural Networks with Interpolation Based on Auto-adjusted Parameters and Transfer Learning

   Quan M Tran, Vuong T Pham, Duong Thi Thuy Nga, and 1 more author

   Applied Artificial Intelligence, 2022
2. Measuring the influence and amplification of users on social network with unsupervised behaviors learning and efficient interaction-based knowledge graph

   Quan M Tran, Hien D Nguyen, Tai Huynh, and 3 more authors

   Journal of Combinatorial Optimization, 2022

2021

1. Influence prediction on social media network through contents and interaction behaviors using attention-based knowledge graph

   Quan M Tran, Hien D Nguyen, Binh T Nguyen, and 2 more authors

   2021 13th International Conference on Knowledge and Systems Engineering (KSE), 2021

2019

1. Efficient cnn models for beer bottle cap classification problem

   Quan M Tran, Linh V Nguyen, Tai Huynh, and 2 more authors

   International Conference on Future Data and Security Engineering, 2019