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Eric031212/README.md

Light line-art illustration of a guitar, musical notes, and a robotic arm holding a guitar pick

Hey, I'm Hongtao πŸ‘‹

ECE grad student @ Brown 🐻 Β· I teach computers to see in 3D πŸ‘€ Β· guitarist on the side 🎸


πŸ™‹ A bit about me

  • πŸ“ Living in Providence, RI, doing my Sc.M. at Brown. I came over from China πŸ‡¨πŸ‡³ after a CS undergrad
  • 🧊 Mostly nerding out about 3D vision: Gaussian splats, and making 3D humans actually hold things without their hands phasing through the cup
  • 🎸 15 years of guitar. If the code won't compile, I'm probably playing something
  • πŸ€– Dream combo: robots 🀝 music (yes, that's what the banner is about)
  • πŸ› οΈ I don't only do research, either. I'm happy shipping Flask backends and messy-but-working web apps too

🌱 Right now

  • πŸ”§ Contributing to open source: I added SSL-EY to the stable-pretraining library
  • πŸ“¦ Cleaning up my old research code so it's open-sourced here
  • πŸ’¬ Open to chatting about research, collabs, or just cool demos!

πŸ“„ Papers

  • SCGC: Sparse Control-Guided Gaussian Splatting with Contrastive Learning Β· ACM VRCAI 2025 Β· paper
  • MambaGuard-MOO: Multi-Objective Safe Drug Recommendation Β· IEEE BigData 2025 Workshop

🧰 Usually found using

Python PyTorch CUDA C++ Flask Linux

πŸ”¬ Research, in one line each

Click to expand πŸ‘‡
  • 🌫️ SCGC: sparse control points + contrastive learning to make Gaussian Splatting more consistent across views
  • 🀝 RetHOI: text-to-3D human–object interaction with diffusion + RetNet; much less foot-skating, faster inference
  • πŸ’Š MambaGuard-MOO: Mamba-based drug recommendation that balances effectiveness against drug–drug interaction risk

Typing animation

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  1. Eric031212 Eric031212 Public

    Config files for my GitHub profile.

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  2. stable-pretraining stable-pretraining Public

    Forked from galilai-group/stable-pretraining

    Reliable, minimal and scalable library for pretraining foundation and world models

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  3. RetHOI RetHOI Public

    RetHOI: Text-Driven 3D Human-Object Interaction via Parallel Retentive Diffusion and Spectral Refinement

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  4. SCGC SCGC Public

    SCGC: Sparse Control-Guided Gaussian Splatting with Contrastive Learning (VRCAI 2025) β€” re-implementation and full re-evaluation on top of Scaffold-GS

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    MambaGuard-MOO: multi-objective safe drug recommendation with contrastive learning (MIMIC-III) β€” re-implementation and re-run

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    🦦 a tiny pixel sea otter who lives in the corner of your Mac. no to-dos, no timers, just company 🌊

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