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@umd-huang-lab

Furong's Lab

This is Dr. Furong Huang's group at University of Maryland.

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  1. WAVES WAVES Public

    Code for our paper "Benchmarking the Robustness of Image Watermarks"

    Python 89 11

  2. perceptionCLIP perceptionCLIP Public

    Code for our ICLR 2024 paper "PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts"

    Jupyter Notebook 79 4

  3. tracevla tracevla Public

    Python 57 4

  4. VLM-Poisoning VLM-Poisoning Public

    Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"

    Python 55 4

  5. Mementos Mementos Public

    Forked from si0wang/Mementos

    Jupyter Notebook 31

  6. WocaR-RL WocaR-RL Public

    Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning

    Python 26 1

Repositories

Showing 10 of 41 repositories
  • cmsc848n-fall2025 Public

    Course website for Fall 2025 CMSC848N Generative AI Agents course

    umd-huang-lab/cmsc848n-fall2025’s past year of commit activity
    HTML 0 0 0 0 Updated Oct 9, 2025
  • umd-huang-lab/morse-500’s past year of commit activity
    Jupyter Notebook 1 CC-BY-SA-4.0 3 0 0 Updated Jun 1, 2025
  • SIMA Public Forked from si0wang/SIMA
    umd-huang-lab/SIMA’s past year of commit activity
    Python 9 Apache-2.0 1 0 0 Updated Apr 30, 2025
  • ThinkLite-VL Public Forked from si0wang/ThinkLite-VL
    umd-huang-lab/ThinkLite-VL’s past year of commit activity
    Python 0 6 0 0 Updated Apr 20, 2025
  • VLM-Poisoning Public

    Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"

    umd-huang-lab/VLM-Poisoning’s past year of commit activity
    Python 55 MIT 4 1 0 Updated Jan 14, 2025
  • AdvBDGen Public Forked from pankayaraj/AdvBDGen

    Code base for your work "AdvBDGen: Adversarially fortified prompt-specific fuzzy backdoor generator against llm alignment"

    umd-huang-lab/AdvBDGen’s past year of commit activity
    Python 0 MIT 2 0 0 Updated Jan 14, 2025
  • tracevla Public
    umd-huang-lab/tracevla’s past year of commit activity
    Python 57 MIT 4 5 0 Updated Jan 7, 2025
  • Easy2Hard-Bench Public

    Official repository of the paper "Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization" in NeurIPS 2024 Track Datasets and Benchmarks

    umd-huang-lab/Easy2Hard-Bench’s past year of commit activity
    3 1 1 0 Updated Oct 2, 2024
  • ELBERT Public

    Official Implementation of the paper "Equal Long-term Benefit Rate: Adapting Static Fairness Notions to Sequential Decision Making" by Yuancheng Xu, Chenghao Deng, Yanchao Sun, Ruijie Zheng, Xiyao Wang, Jieyu Zhao and Furong Huang.

    umd-huang-lab/ELBERT’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Oct 1, 2024
  • FalseRefusal Public

    Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models

    umd-huang-lab/FalseRefusal’s past year of commit activity
    4 0 0 0 Updated Sep 24, 2024

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