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1. snu-mllab/Rule2DRC snu-mllab/Rule2DRC Public

   [ICML 2026] Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation

   Python 11 2

2. snu-mllab/GuidedQuant snu-mllab/GuidedQuant Public

   Official PyTorch implementation of "GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance" (ICML 2025)

   Python 53 6

3. snu-mllab/LayerMerge snu-mllab/LayerMerge Public

   Official PyTorch implementation of "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" (ICML 2024)

   Python 31 1

4. snu-mllab/KVzip snu-mllab/KVzip Public

   [NeurIPS'25 Oral] Query-agnostic KV cache eviction: 3–4× reduction in memory and 2× decrease in latency (Qwen3/2.5, Gemma3, LLaMA3)

   Python 225 13

5. snu-mllab/Efficient-Dataset-Condensation snu-mllab/Efficient-Dataset-Condensation Public

   Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)

   Python 115 14

6. ruikangliu/FlatQuant ruikangliu/FlatQuant Public

   [ICML 2025] Official PyTorch implementation of "FlatQuant: Flatness Matters for LLM Quantization"

   Python 223 34