Methods › General › Model Compression › Pruning

Pruning

3,874 papers tagged archive 2025-07-28

Introduced by Hao Li et al. in Pruning Filters for Efficient ConvNets

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 3,874, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• A Mixed-Primitive-based Gaussian Splatting Method for Surface Reconstruction
  15 Jul 2025 · 0 repositories · arXiv:2507.11321
• Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization
  15 Jul 2025 · 1 repository · arXiv:2507.10923
  Syntology ran 0 of 2 samples · 2 unverified · 2 pointer-only (licence)
• Hashed Watermark as a Filter: Defeating Forging and Overwriting Attacks in Weight-based Neural Network Watermarking
  15 Jul 2025 · 1 repository · arXiv:2507.11137
• Lightweight Federated Learning over Wireless Edge Networks
  13 Jul 2025 · 0 repositories · arXiv:2507.09546
• Boosting Parameter Efficiency in LLM-Based Recommendation through Sophisticated Pruning
  9 Jul 2025 · 1 repository · arXiv:2507.07064
• DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning
  8 Jul 2025 · 0 repositories · arXiv:2507.05649
  Syntology ran 0 of 6 samples · 6 unverified · 6 pointer-only (licence)
• LighthouseGS: Indoor Structure-aware 3D Gaussian Splatting for Panorama-Style Mobile Captures
  8 Jul 2025 · 0 repositories · arXiv:2507.06109
• OrthoRank: Token Selection via Sink Token Orthogonality for Efficient LLM inference
  5 Jul 2025 · 0 repositories · arXiv:2507.03865
• When Does Pruning Benefit Vision Representations?
  2 Jul 2025 · 1 repository · arXiv:2507.01722
• Sub-MoE: Efficient Mixture-of-Expert LLMs Compression via Subspace Expert Merging
  29 Jun 2025 · 0 repositories · arXiv:2506.23266
• Curve-Aware Gaussian Splatting for 3D Parametric Curve Reconstruction
  26 Jun 2025 · 1 repository · arXiv:2506.21401
• Little By Little: Continual Learning via Self-Activated Sparse Mixture-of-Rank Adaptive Learning
  26 Jun 2025 · 0 repositories · arXiv:2506.21035
• Towards an Optimal Control Perspective of ResNet Training
  26 Jun 2025 · 0 repositories · arXiv:2506.21453
• DuoGPT: Training-free Dual Sparsity through Activation-aware Pruning in LLMs
  25 Jun 2025 · 0 repositories · arXiv:2506.20194
• GPTailor: Large Language Model Pruning Through Layer Cutting and Stitching
  25 Jun 2025 · 1 repository · arXiv:2506.20480
• Joint Quantization and Pruning Neural Networks Approach: A Case Study on FSO Receivers
  25 Jun 2025 · 0 repositories · arXiv:2506.20084
• Loss-Aware Automatic Selection of Structured Pruning Criteria for Deep Neural Network Acceleration
  25 Jun 2025 · 2 repositories · arXiv:2506.20152
• Orthogonal Soft Pruning for Efficient Class Unlearning
  24 Jun 2025 · 0 repositories · arXiv:2506.19891
• A Large Language Model-based Multi-Agent Framework for Analog Circuits' Sizing Relationships Extraction
  23 Jun 2025 · 0 repositories · arXiv:2506.18424
• Efficient and Generalizable Speaker Diarization via Structured Pruning of Self-Supervised Models
  23 Jun 2025 · 1 repository · arXiv:2506.18623
• Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective
  22 Jun 2025 · 1 repository · arXiv:2506.17930
  Syntology ran 0 of 3 samples · 3 unverified
• Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs
  21 Jun 2025 · 1 repository · arXiv:2506.18931
  Syntology ran 0 of 8 samples · 8 unverified · 8 pointer-only (licence)
• PBFT-Backed Semantic Voting for Multi-Agent Memory Pruning
  19 Jun 2025 · 1 repository · arXiv:2506.17338
• Intrinsic and Extrinsic Organized Attention: Softmax Invariance and Network Sparsity
  18 Jun 2025 · 0 repositories · arXiv:2506.15541
• HRGS: Hierarchical Gaussian Splatting for Memory-Efficient High-Resolution 3D Reconstruction
  17 Jun 2025 · 0 repositories · arXiv:2506.14229
• Improving LoRA with Variational Learning
  17 Jun 2025 · 0 repositories · arXiv:2506.14280
• LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops
  17 Jun 2025 · 0 repositories · arXiv:2506.14493
• Think Clearly: Improving Reasoning via Redundant Token Pruning
  17 Jun 2025 · 0 repositories · arXiv:2507.08806
• Attribution-guided Pruning for Compression, Circuit Discovery, and Targeted Correction in LLMs
  16 Jun 2025 · 1 repository · arXiv:2506.13727
• GreedyPrune: Retenting Critical Visual Token Set for Large Vision Language Models
  16 Jun 2025 · 0 repositories · arXiv:2506.13166

Tasks archive 2025-07-28

20 shown of 792 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections