Seoul National University

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Recent Activity

dongwonjo authored a paper 6 days ago

CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection

napalna published a model 6 days ago

snu/1B-UMoE-1024

hanjang updated a Space 6 days ago

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Papers

Can Natural Image Autoencoders Compactly Tokenize fMRI Volumes for Long-Range Dynamics Modeling?

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

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snu 's Papers 8

Submitted by

Peter Yongho Kim

Can Natural Image Autoencoders Compactly Tokenize fMRI Volumes for Long-Range Dynamics Modeling?

snu

Seoul National University

Submitted by

Dongwon Jo

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

snu

Seoul National University

Submitted by

Hyesung Jeon

LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents

snu

Seoul National University

Q-Palette: Fractional-Bit Quantizers Toward Optimal Bit Allocation for Efficient LLM Deployment

snu

Seoul National University

Submitted by

Hyesung Jeon

QWHA: Quantization-Aware Walsh-Hadamard Adaptation for Parameter-Efficient Fine-Tuning on Large Language Models

snu

Seoul National University

Submitted by

Dongwon Jo

FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration

snu

Seoul National University

Submitted by

Dongwon Jo

Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models

snu

Seoul National University

Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs

snu

Seoul National University