MAGICS-LAB

All

19 repositories

XLLM
Public
[USENIX Security 2025] Mind the Inconspicuous: Revealing the Hidden Weakness in Aligned LLMs’ Ethical Boundaries
jailbreak automatic safety eos llm llm-safety
Python
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MIT License
•2•1•0•0•Updated Jun 25, 2025Jun 25, 2025
GERM
Public
[ICML 2025] Fast and Low-Cost Genomic Foundation Models via Outlier Removal.
bioinformatics cpu genomics dna outliers low-latency lora quantization hopfield-network dna-sequences
Python
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MIT License
•2•14•0•0•Updated Jun 19, 2025Jun 19, 2025
DAPA
Public
Decoupled Alignment for Robust Plug-and-Play Adaptation
alignment safety knowledge-distillation delta-debugging multi-modality memory-editing llms
Python
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Apache License 2.0
•1•1•0•0•Updated Jun 11, 2025Jun 11, 2025
GenoArmory
Public
GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models
visualization benchmark dna safety vulnerability defence quantization dna-sequences adversarial-attacks adversarial-training
Python
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MIT License
•2•36•0•0•Updated May 19, 2025May 19, 2025
SMUTF
Public
[Information System] SMUTF: Schema Matching Using Generative Tags and Hybrid Features
data-science feature-extraction lightgbm schema-matching data-cleaning hxl tag-generation lightgbm-models lightgbm-classifier t5-model
Python
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Apache License 2.0
•12•3•0•0•Updated May 4, 2025May 4, 2025
OutEffHop
Public
[ICML 2024] Outlier-Efficient Hopfield Layers for Large Transformer-Based Models
transformer outliers attention attention-mechanism outlier-removal outlier hopfield-neural-network ptq outlier-treatment modern-hopfield-networks
Python
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MIT License
•4•21•1•0•Updated May 4, 2025May 4, 2025
UAP_Attention
Public
Universal Approximation with Softmax Attention
Python
•1•2•0•0•Updated Apr 26, 2025Apr 26, 2025
icdl
Public
Code for "In-Context Deep Learning via Transformer Models"
in-context-learning in-context-gradient-descent in-context-deep-learning in-context-approximation
1•1•0•0•Updated Apr 11, 2025Apr 11, 2025
genomeocean
Public
The official implementation of GenomeOcean.
Python
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Other
•10•2•0•0•Updated Mar 28, 2025Mar 28, 2025
Chain-of-Actions
Public
[ICLR 2025] Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
qa tools retrieval reasoning llm chain-of-thought iclr2025
Python
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Apache License 2.0
•2•5•0•0•Updated Feb 22, 2025Feb 22, 2025
DNABERT_S
Public
[ISMB 2025] DNABERT_S: Learning Species-Aware DNA Embedding with Genome Foundation Models
dna embedding dna-embedding
Python
•28•106•3•1•Updated Feb 6, 2025Feb 6, 2025
DNABERT_2
Public
[ICLR 2024] DNABERT-2: Efficient Foundation Model and Benchmark for Multi-Species Genome
transcription-factors genome splice dna dataset promoters promoter transcription-factor-binding language-model genome-analysis
Shell
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Apache License 2.0
•87•397•44•1•Updated Dec 14, 2024Dec 14, 2024
Optimal-Hopfield-Memory
Public
Python
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MIT License
•1•1•0•0•Updated Oct 16, 2024Oct 16, 2024
UHop
Public
[ICML 2024] Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models
hopfield-network associative-memory hopfield memory-capacity network-capacity modern-hopfield-networks modern-hopfield-model sparse-hopfield hopfield-model generalized-sparse-hopfield
Python
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Apache License 2.0
•1•9•0•0•Updated Jun 3, 2024Jun 3, 2024
BiSHop
Public
[ICML 2024] BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model
hopfield-network tabular hopfield tabular-methods tabular-model modern-hopfield-networks modern-hopfield-model tabular-learn generalized-sparse-modern-hopfield sparse-hopfield
Python
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Apache License 2.0
•2•8•0•0•Updated May 27, 2024May 27, 2024
SparseModernHopfield
Public
[NeurIPS 2023] On Sparse Modern Hopfield Model
transformer attention hopfield modern-hopfield-networks modern-hopfield-model
Python
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MIT License
•9•52•0•0•Updated Mar 26, 2024Mar 26, 2024
STanHop
Public
[ICLR 2024] STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction
transformer attention-mechanism hopfield time-series-prediction time-series-forecasting modern-hopfield-networks modern-hopfield-model
Python
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MIT License
•2•23•1•0•Updated Jan 18, 2024Jan 18, 2024
NonparametricHopfield
Public
Nonparametric Modern Hopfield Models
efficient-transformers efficient-attention modern-hopfield-networks modern-hopfield-model efficient-hopfield-models efficient-hopfield-networks
Jupyter Notebook
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Other
•1•8•0•0•Updated Jan 8, 2024Jan 8, 2024
DNABERT
Public
[Bioinformatics] DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
dna
Python
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Apache License 2.0
•171•8•0•0•Updated Oct 26, 2023Oct 26, 2023