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KolaKivy/README.md

🧬️ About Me

Hello! I’m Qiwei Liang (ζ’ζ£‹η‚œ), a undergraduate student majoring in Robotics Engineering at Shenzhen University, expected to graduate in July 2026. Currently, I am conducting research at the Humanoid Computing Lab, HKUST(gz), under the supervision of Renjing Xu.

Before diving into research, I was an IoT enthusiast dedicated to developing IoT products with the goal of improving people’s lives. I was also the national champion of the China Collegiate IoT Design Competition (η‰©θ”η½‘η«žθ΅›ε…¨ε›½ζ€»ε† ε†›).

My research interests lie in Embodied AI, particularly in Robotic Manipulation (VLA, VA, RL), Robot Learning, and Whole-Body Control. Fundamentally, my work revolves around Exploring the Pinnacle of Wisdom.


πŸ“‘ Publications

First / Co-first Author25

  • (ESWA δΈ€εŒΊTop) STAR: Empowering Semi-Supervised Medical Image Segmentation with SAM-based Teacher-Student Architecture and Contrastive Consistency Regularization, paper
  • (UR) Video2Reward++: Advancing Robot Skill Acquisition via Video-guided Reward Generation
  • (CINT 2024) iKnowiSee: AR Glasses with Language Learning Translation System and Identity Recognition System Built Based on Large Pre-trained Models of Language and Vision and Internet of Things Technology, [paper]
  • (arxiv 2025) Whole-Body Coordination for Dynamic Object Grasping with Legged Manipulators, [webpage]

Co-Author

  • (ECAI 2024) Video2Reward: Generating Reward Function from Videos for Legged Robot Behavior Learning, [paper], [webpage]
  • (arxiv 2025) RoboTwin 2.0: Autonomous Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation, [paper], [webpage]
  • (arxiv 2025) FASR-Net: Unsupervised Shadow Removal Leveraging Inherent Frequency Priors, [paper]
  • (ICLR WS 2025) Text2World: Benchmarking Large Language Models for Symbolic World Model Generation, [paper], [webpage]

πŸ›  Skills & Tools


πŸ“Š Dynamic GitHub Widgets

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πŸ“« Contact


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  1. Awesome-Quadruped-with-Manipulator Awesome-Quadruped-with-Manipulator Public

    This repository collects academic papers and open-source projects related to quadruped robots equipped with manipulators (arms). The entries are categorized by task type, such as manipulation, loco…

    CMake 52 1

  2. AFRO AFRO Public

    Python 14