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    36 repositories

    • 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
      0•1•0•0•Updated Oct 2, 2024Oct 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.
      Python
      •
      MIT License
      •0•0•0•0•Updated Oct 1, 2024Oct 1, 2024

    • VLM-Poisoning

      Public
      Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
      Python
      •2•34•1•0•Updated Sep 25, 2024Sep 25, 2024

    • FalseRefusal

      Public
      Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models
      0•1•0•0•Updated Sep 24, 2024Sep 24, 2024

    • Transfer-Q

      Public
      Official repository of the paper "Transfer Q Star: Principled Decoding for LLM Alignment"
      Python
      •2•3•0•0•Updated Sep 19, 2024Sep 19, 2024

    • WAVES

      Public
      Code for our paper "Benchmarking the Robustness of Image Watermarks"
      Python
      •6•57•4•0•Updated Sep 15, 2024Sep 15, 2024

    • paad_adv_rl

      Public
      Code for ICLR 2022 publication: Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL. https://openreview.net/forum?id=JM2kFbJvvI
      Python
      •3•8•0•0•Updated Aug 31, 2024Aug 31, 2024

    • ortho-conv

      Public
      Python
      •
      MIT License
      •0•0•1•0•Updated Jul 19, 2024Jul 19, 2024

    • SIMA

      Public
      Python
      •
      Apache License 2.0
      •1•7•0•0•Updated Jun 26, 2024Jun 26, 2024

    • perceptionCLIP

      Public
      Code for our ICLR 2024 paper "PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts"
      Jupyter Notebook
      •
      MIT License
      •4•76•1•0•Updated May 5, 2024May 5, 2024

    • PROTECTED

      Public
      Code for paper "Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies" by Xiangyu Liu, Chenghao Deng, Yanchao Sun, Yongyuan Liang, Furong Huang
      Python
      •0•2•1•0•Updated Feb 23, 2024Feb 23, 2024

    • PRISE

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Feb 20, 2024Feb 20, 2024

    • Mementos

      Public
      Jupyter Notebook
      •1•27•0•0•Updated Feb 8, 2024Feb 8, 2024

    • RealFM

      Public
      Repository for RealFM: A Realistic Mechanism to Incentivize Federated Participation and Contribution
      Python
      •1•2•0•0•Updated Jan 31, 2024Jan 31, 2024

    • COPlanner

      Public
      Python
      •2•1•0•0•Updated Jan 20, 2024Jan 20, 2024

    • TACO

      Public
      Code for "TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning"
      Python
      •
      MIT License
      •4•0•0•0•Updated Oct 26, 2023Oct 26, 2023

    • WocaR-RL

      Public
      Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
      Python
      •
      MIT License
      •1•22•2•0•Updated Sep 13, 2023Sep 13, 2023

    • transfer-fairness

      Public
      A self-training method for transferring fairness under distribution shifts.
      Python
      •1•3•0•0•Updated Jun 24, 2023Jun 24, 2023

    • PDML

      Public
      Python
      •3•0•0•0•Updated Jun 18, 2023Jun 18, 2023

    • SWIFT

      Public
      SWIFT: Shared WaIt Free Transmission
      Jupyter Notebook
      •
      MIT License
      •4•10•0•0•Updated May 3, 2023May 3, 2023

    • Dynamics-Aware-Robust-Training

      Public
      ICLR 2023 paper "Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness" by Yuancheng Xu, Yanchao Sun, Micah Goldblum, Tom Goldstein and Furong Huang
      Python
      •
      MIT License
      •3•22•0•0•Updated May 2, 2023May 2, 2023

    • cmarl_ame

      Public
      Implementation of ICLR'23 publication "Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication".
      Python
      •3•2•0•0•Updated Feb 28, 2023Feb 28, 2023

    • private-topic-model-tensor-methods

      Public
      We provide an end-to-end differentially pri- vate spectral algorithm for learning LDA, based on matrix/tensor decompositions, and establish theoretical guarantees on util- ity/consistency of the estimated model pa- rameters. The spectral algorithm consists of multiple algorithmic steps, named as “edges”, to which noise could be injected to obtai…
      Python
      •0•5•0•12•Updated Dec 8, 2022Dec 8, 2022

    • Tensorial-Neural-Networks

      Public
      We implement tensorial neural networks (TNNs), a generalization of existing neural networks by extending tensor operations on low order operands to those on high order operands.
      Python
      •
      MIT License
      •3•3•0•1•Updated Oct 15, 2022Oct 15, 2022

    • tuformer

      Public
      1•7•0•0•Updated Apr 24, 2022Apr 24, 2022

    • transfer_across_obs

      Public
      Code for paper "Transfer RL across Observation Feature Spaces via Model-Based Regularization". https://openreview.net/forum?id=7KdAoOsI81C
      Python
      •1•3•1•0•Updated Apr 24, 2022Apr 24, 2022

    • ARMA-Networks

      Public
      Python
      •
      MIT License
      •6•8•1•1•Updated Dec 17, 2021Dec 17, 2021

    • evasion-rl

      Public
      HTML
      •0•0•0•0•Updated Oct 25, 2021Oct 25, 2021

    • poison-rl

      Public
      Code for paper Vulnerability-Aware Poisoning Mechanism for Online RL with Unknown Dynamics. https://arxiv.org/abs/2009.00774
      0•1•0•0•Updated Nov 8, 2020Nov 8, 2020

    • Bayesian-Quantized-Networks

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Jul 11, 2020Jul 11, 2020