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MuQY1818 /README.md

🤖 About Me

CS undergrad @ CUMT (Rank 9/185) · Research Intern @ Tsinghua SIGS (Prof. Zhi Wang's group)
Working on Spatial Intelligence & Embodied AI — long-horizon robot manipulation, VLA state memory, and spatial reasoning.

  • 🔭 Now: training-free VLM planning & long-horizon VLA control (RLBench · LIBERO · SIMPLER)
  • 🦾 Hardware: SO-101 arm (teleop + π0 fine-tuning), Unitree G1 / Go2 locomotion in MuJoCo
  • 🌱 Exploring: bridging VLM reasoning and low-level robot control
  • 🏆 Honors: "Challenge Cup" National First Prize (2025) · ICPC China Invitational Bronze (2025)

🔬 Research & Publications

Venue Project TL;DR
ECCV 2026 RoboStream 🤖 (Co-first author) Training-free VLM planning with spatio-temporal memory for long-horizon manipulation — 90.5% success on RLBench long-horizon tasks (14.5% w/o memory)
ICME 2026 Conscious Gaze 👁️ (First author) Training-free inference-time attention intervention against VLM hallucination — POPE F1 up to +7%
IEEE TCC CALO ☁️ (Student first author) Code- & load-aware serverless resource configuration with deep RL

🦾 Hands-on Robotics

SO-101 Arm ──► camera calibration · joint control · teleoperation data collection · π0 (JAX) fine-tuning
G1 / Go2 ──► PPO locomotion in MuJoCo (UniLab) · backflip · wall-jump · dancing

🛠️ Tech Stack


📊 GitHub Stats

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