Frankie Dong Li

I'm a Graduate Student at Macau University of Science and Technology (MUST) and the Institute of Automation, Chinese Academy of Sciences (CASIA), supervised by Prof. Long Chen and Prof. Fei-Yue Wang.

Portrait of Frankie Dong Li

Research

My current research focuses on robotics and AI for space exploration, particularly how AI can accelerate planetary exploration.

Research areas and their intersections UMAD belongs to Field Robotics. Wild3A connects Field Robotics with Active Exploration and SLAM. AI overlaps all three research areas and has no assigned work. He3-Seeker connects Space Robotics with Active Exploration and SLAM. SLAM-X and GARAD-SLAM belong to Active Exploration and SLAM. Each paper is a link. AI Field Robotics Space Robotics Active Exploration & SLAM UMAD · Field Robotics · IROS 2024 UMAD ↗ IROS 2024 Wild3A · Field Robotics ∩ Active Exploration & SLAM · ACM MM 2025 Wild3A ↗ ACM MM 2025 He3-Seeker · Space Robotics ∩ Active Exploration & SLAM · iSpaRo 2026 He3-Seeker ↗ iSpaRo 2026 SLAM-X · Active Exploration & SLAM · ACM MM 2025 SLAM-X ACM MM 2025 ↗ GARAD-SLAM · Active Exploration & SLAM · ICRA 2025 GARAD-SLAM ICRA 2025 ↗

Leadership & Community Contributions

Dong Li actively contributes to the robotics and space robotics communities. He co-organized the Special Session on Robotics for Space Exploration at IROS 2026 and maintains awesome-NeRF-and-3DGS-SLAM GitHub Stars for awesome-NeRF-and-3DGS-SLAM, Active-SLAM-Paper-List GitHub Stars for Active-SLAM-Paper-List, Awesome-Scene-Change-Detection GitHub Stars for Awesome-Scene-Change-Detection, awesome-homography-estimation-and-image-alignment GitHub Stars for awesome-homography-estimation-and-image-alignment, All-3R-SLAM-in-this-Repo GitHub Stars for All-3R-SLAM-in-this-Repo, ICRA2025-Paper-List GitHub Stars for ICRA2025-Paper-List, IROS2025-Paper-List GitHub Stars for IROS2025-Paper-List. He also organizes WeChat groups to support Chinese researchers attending ICRA and IROS and encourage community exchange.

Latest news

Two co-authored papers, BEAKER and FluxFlow, were accepted by NeurIPS 2026.

Attending ICRA 2026 (Vienna). Looking to connect on Space Robotics, Field Robotics, SLAM, and Autonomous Exploration.

We are organizing the Special Session “Robotics in Space Exploration” at IROS 2026. More information can be found here.

GauSem-SLAM has been accepted by ICRA 2026. See you in Vienna!.

Our survey on 3D Scene Representation is available on arXiv, and Chinese introduction available for 机器之心.

I will travel to Hangzhou, China to attend IROS 2025.

The co-author work GaussR-SLAM has been accepted by RAL~

SLAM-X and Wild3A have been accepted by ACM MM 2025!

TWC-SLAM and STG-Avatar have been accepted by IROS 2025~

I have received the RAS travel grant and will travel to Abu Dhabi, UAE to attend IROS 2024.

UMAD has been accepted by IROS 2024! Thanks to everyone who participated in this project!

Selected work

Research and projects

Visualization for Mining beyond Earth with Space Robots: Exploration, Sampling, and Extraction

Mining beyond Earth with Space Robots: Exploration, Sampling, and Extraction

Dong Li, Dujun Nie, Xiaotong Zhang, Ruilin Wang, Yuchen Li, Chang Ge, Chao Xiong, Kaichang Di, Andreas Nüchter, Levente Kovács, Qingquan Li, Shirong Ge, Fei-Yue Wang, Long Chen#

arXiv preprint arXiv:2608.21358

A structured overview of space robotics for extraterrestrial exploration, sampling, and resource extraction.

Visualization for He3-Seeker: Robotic Information Planning for Lunar Helium-3 Distribution Mapping

He3-Seeker: Robotic Information Planning for Lunar Helium-3 Distribution Mapping

Dong Li*, Yujie Zheng*, Chengdeng Cao, Siyu Teng, Yuchen Li, Yang Gao, Long Chen#

International Conference on Space Robotics (iSpaRo) 2026

Informative Path Planning for Dense Lunar Helium-3 Mapping via Sparse Robotic Sampling

Honors & service

Contributing to the robotics community

Selected honors

  • 3rd place — Single- and Multi-Robot Tracks, indoor-exploration-competition, IROS
  • IEEE RAS IROS Travel Grant

Academic service

  • Organizer, IROS 2026 Special Session on Robotics for Space Exploration
  • Reviewer for ICRA (9), IROS (6), iSpaRo (1), and ROMAN (1)
  • Reviewer for IJRR (2), IEEE T-RO (1), RA-L (4), and TASE (5)
  • Student Abstract and Poster Program Committee, AAAI-26