About Me

I am a robotics and AI enthusiast. I currently work as an AI Manipulation Engineer at VinDynamics, and previously worked as an AI Research Resident at FPT Software AI Center, under Prof. Anh Nguyen.

Research Interests

Concretely, my work draws on generative models of human motion, vision–language–action models, and language-driven grasping and dexterous, in-hand manipulation. I am also interested in world models, LLM-based agentic systems, and reinforcement and imitation learning as tools for building robots that generalize to the real world.

Experience

  • AI Manipulation Engineer Dec 2025 – Present
    VinDynamics — Humanoid Robot Research (Hand Development Team), Hanoi
    • Developing methods for dexterous hand manipulation, agentic manipulation, and vision–language–action (VLA) models.
    • Building teleoperation systems for the hand and arm, including motion-retargeting algorithms.
    • Building simulation environments and robot integration with Isaac Sim, MuJoCo, and ROS.
  • AI Research Resident Jul 2024 – Nov 2025
    FPT Software AI Center, Hanoi
    • Multimodal robot learning, human-motion learning, and LLM-based multi-agent systems.

News

  • Mar 2026SIGMA, a physics-based benchmark for gas-chimney understanding in seismic images, is accepted to CVPR 2026! 🎉
  • Sep 2025Temporally Conditional Mamba for human motion learning is accepted to SIGGRAPH Asia 2025.
  • Aug 2025Skeleton Mamba (EgoMusic-driven human dance motion estimation) is accepted to ICCV 2025!
  • Jun 2025GraspMAS is accepted to IROS 2025! 🤖

Publications

(* denotes equal contribution. See my Google Scholar for the full list.)

SIGMA teaser

SIGMA: A Physics-Based Benchmark for Gas Chimney Understanding in Seismic Images

Bao Truong, Quang Nguyen, Baoru Huang, Jinpei Han, Van Nguyen, Ngan Le, Minh-Tan Pham, Doan Huy Hien, Anh Nguyen

CVPR 2026

Skeleton Mamba teaser

EgoMusic-driven Human Dance Motion Estimation with Skeleton Mamba

Quang Nguyen, Nhat Le, Baoru Huang, Minh Nhat Vu, Chengcheng Tang, Van Nguyen, Ngan Le, Thieu Vo, Anh Nguyen

ICCV 2025

GraspMAS teaser

GraspMAS: Zero-Shot Language-driven Grasp Detection with Multi-Agent System

Quang Nguyen, Tri Le, Huy Nguyen, Thieu Vo, Tung D. Ta, Baoru Huang, Minh Nhat Vu, Anh Nguyen

IROS 2025

Temporally Conditional Mamba teaser

Learning Human Motion with Temporally Conditional Mamba

Quang Nguyen, Tri Le, Minh Nhat Vu, Ngan Le, Thieu Vo, Anh Nguyen

SIGGRAPH Asia 2025

RoboDesign1M teaser

RoboDesign1M: A Large-scale Dataset for Robot Design Understanding

Tri Le, Toan Nguyen, Quang Tran, Quang Nguyen, Baoru Huang, Hoan Nguyen, Minh Nhat Vu, Tung D. Ta, Anh Nguyen

Preprint 2025

Academic Services

  • Reviewer: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2026.