{"total":14,"rows":[{"id":"2510.10618","title":"Preserving LLM Capabilities through Calibration Data Curation: From Analysis to Optimization","created":"2025-10-12","cited_by_count":9,"area":null},{"id":"2509.14230","title":"NIRVANA: Structured Pruning Reimagined for Large Language Model Compression","created":"2025-09-17","cited_by_count":6,"area":null},{"id":"2502.18424","title":"Compressing Language Models for Specialized Domains","created":"2025-02-25","cited_by_count":4,"area":null},{"id":"2503.01542","title":"Revisiting Large Language Model Pruning using Neuron Semantic Attribution","created":"2025-03-03","cited_by_count":3,"area":null},{"id":"2503.01820","title":"RSQ: Learning from Important Tokens Leads to Better Quantized LLMs","created":"2025-03-03","cited_by_count":3,"area":null},{"id":"2505.21171","title":"M-Wanda: Improving One-Shot Pruning for Multilingual LLMs","created":"2025-05-27","cited_by_count":2,"area":null},{"id":"2505.24037","title":"Leave it to the Specialist: Repair Sparse LLMs with Sparse Fine-Tuning via Sparsity Evolution","created":"2025-05-29","cited_by_count":2,"area":null},{"id":"2509.00096","title":"Pruning Weights but Not Truth: Safeguarding Truthfulness While Pruning LLMs","created":"2025-08-27","cited_by_count":2,"area":null},{"id":"2511.19935","title":"EfficientXpert: Efficient Domain Adaptation for Large Language Models via Propagation-Aware Pruning","created":"2025-11-25","cited_by_count":1,"area":null},{"id":"2603.13418","title":"GPrune-LLM: Generalization-Aware Structured Pruning for Large Language Models","created":"2026-03-12","cited_by_count":1,"area":null},{"id":"2603.16105","title":"Frequency Matters: Fast Model-Agnostic Data Curation for Pruning and Quantization","created":"2026-03-17","cited_by_count":1,"area":null},{"id":"2604.07663","title":"SAGE: Sign-Adaptive Gradient for Memory-Efficient LLM Optimization","created":"2026-04-09","cited_by_count":1,"area":null},{"id":"2606.03328","title":"Rethinking Calibration for High-Sparsity LLM Pruning: From Single Sources to Capability Coverage","created":"2026-06-02","cited_by_count":0,"area":null},{"id":"2610.15574","title":"The Fragility and Dynamics of LLM Pruning-Recovery Steps","created":"2026-10-11","cited_by_count":0,"area":null}],"next_cursor":null}