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1. snu-mllab/DiscreteBlockBayesAttack snu-mllab/DiscreteBlockBayesAttack Public

   Official PyTorch implementation of "Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization" (ICML'22)

   Python 25 4

2. snu-mllab/Bayesian-Red-Teaming snu-mllab/Bayesian-Red-Teaming Public

   About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)

   Python 15 1

3. snu-mllab/GreedyPolicyForMOCO snu-mllab/GreedyPolicyForMOCO Public

   Official PyTorch implementation of "Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization" (ICML'24)

   Python 4 1

4. samuelstanton/lambo samuelstanton/lambo Public

   Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)

   Jupyter Notebook 74 24

5. snu-mllab/Q-Palette snu-mllab/Q-Palette Public

   Official PyTorch implementation of "Q-Palette: Fractional-Bit Quantizers Toward Optimal Bit Allocation for Efficient LLM Deployment" (NeurIPS 2025)

   C++ 11