{"total":14,"rows":[{"id":"2406.02924","title":"Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models","created":"2024-06-05","cited_by_count":40,"area":null},{"id":"2408.01803","title":"STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs","created":"2024-08-03","cited_by_count":31,"area":null},{"id":"2307.10554","title":"EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization","created":"2023-07-20","cited_by_count":22,"area":null},{"id":"2312.09059","title":"Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery","created":"2023-12-14","cited_by_count":13,"area":null},{"id":"2408.10280","title":"NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models","created":"2024-08-18","cited_by_count":13,"area":null},{"id":"2308.02668","title":"Guided Distillation for Semi-Supervised Instance Segmentation","created":"2023-08-03","cited_by_count":12,"area":null},{"id":"2407.04208","title":"AMD: Automatic Multi-step Distillation of Large-scale Vision Models","created":"2024-07-05","cited_by_count":12,"area":null},{"id":"2410.04808","title":"LPZero: Language Model Zero-cost Proxy Search from Zero","created":"2024-10-07","cited_by_count":7,"area":null},{"id":"2309.09507","title":"Pruning Large Language Models via Accuracy Predictor","created":"2023-09-18","cited_by_count":5,"area":null},{"id":"2407.06504","title":"Reprogramming Distillation for Medical Foundation Models","created":"2024-07-09","cited_by_count":5,"area":null},{"id":"2308.02339","title":"Improving Scene Graph Generation with Superpixel-Based Interaction Learning","created":"2023-08-04","cited_by_count":4,"area":null},{"id":"2503.23360","title":"Not All LoRA Parameters Are Essential: Insights on Inference Necessity","created":"2025-03-30","cited_by_count":4,"area":null},{"id":"2504.15983","title":"W-PCA Based Gradient-Free Proxy for Efficient Search of Lightweight Language Models","created":"2025-04-22","cited_by_count":1,"area":null},{"id":"2605.04447","title":"Deep Reprogramming Distillation for Medical Foundation Models","created":"2026-05-06","cited_by_count":0,"area":null}],"next_cursor":null}