Image de couverture de livre

Structure-Aware Automatic Channel Pruning by Searching with Graph Embedding

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Liu, Zifan, Cao, Yuan, Yu, Yanwei, Qi, Heng, Gui, Jie
Format:	Preprint
Publié:	2025
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

SlimGPT: Layer-wise Structured Pruning for Large Language Models
par: Ling, Gui, et autres
Publié: (2024)

Automatic Channel Pruning for Multi-Head Attention
par: Lee, Eunho, et autres
Publié: (2024)

FCOS: A Two-Stage Recoverable Model Pruning Framework for Automatic Modulation Recognition
par: Lu, Yao, et autres
Publié: (2025)

GPrune-LLM: Generalization-Aware Structured Pruning for Large Language Models
par: Liu, Xiaoyun, et autres
Publié: (2026)

A Survey of Automatic Hallucination Evaluation on Natural Language Generation
par: Qi, Siya, et autres
Publié: (2024)

Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills
par: Liu, Dawei, et autres
Publié: (2026)

AutoSculpt: A Pattern-based Model Auto-pruning Framework Using Reinforcement Learning and Graph Learning
par: Jing, Lixian, et autres
Publié: (2024)

Two Layer Walk: A Community-Aware Graph Embedding
par: Yu, He, et autres
Publié: (2024)

Enhanced Structured Lasso Pruning with Class-wise Information
par: Liu, Xiang, et autres
Publié: (2025)

Loss-Aware Automatic Selection of Structured Pruning Criteria for Deep Neural Network Acceleration
par: Ghimire, Deepak, et autres
Publié: (2025)

UrbanGraphEmbeddings: Learning and Evaluating Spatially Grounded Multimodal Embeddings for Urban Science
par: Zhang, Jie, et autres
Publié: (2026)

PaperScout: An Autonomous Agent for Academic Paper Search with Process-Aware Sequence-Level Policy Optimization
par: Pan, Tingyue, et autres
Publié: (2026)

Search-R3: Unifying Reasoning and Embedding in Large Language Models
par: Gui, Yuntao, et autres
Publié: (2025)

Knowledge Graph Pruning for Recommendation
par: Lin, Fake, et autres
Publié: (2024)

DCGL: Dual-Channel Graph Learning with Large Language Models for Knowledge-Aware Recommendation
par: Zou, Xinchi, et autres
Publié: (2026)

Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning
par: Liu, Yu, et autres
Publié: (2025)

Revisiting Large Language Model Pruning using Neuron Semantic Attribution
par: Ding, Yizhuo, et autres
Publié: (2025)

SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
par: Liao, Huanxuan, et autres
Publié: (2025)

Greedy Output Approximation: Towards Efficient Structured Pruning for LLMs Without Retraining
par: Li, Jianwei, et autres
Publié: (2024)

A Comprehensive Study of Structural Pruning for Vision Models
par: Li, Changhao, et autres
Publié: (2024)

Relations Are Channels: Knowledge Graph Embedding via Kraus Decompositions
par: Chaki, Sayan Kumar
Publié: (2026)

Search-Time Data Contamination
par: Han, Ziwen, et autres
Publié: (2025)

Resource-Aware Neural Network Pruning Using Graph-based Reinforcement Learning
par: Balemans, Dieter, et autres
Publié: (2025)

PAT: Pruning-Aware Tuning for Large Language Models
par: Liu, Yijiang, et autres
Publié: (2024)

Efficient Strategy Learning by Decoupling Searching and Pathfinding for Object Navigation
par: Zheng, Yanwei, et autres
Publié: (2024)

Graph Pruning for Enumeration of Minimal Unsatisfiable Subsets
par: Lymperopoulos, Panagiotis, et autres
Publié: (2024)

The Structural Scalpel: Automated Contiguous Layer Pruning for Large Language Models
par: Lu, Yao, et autres
Publié: (2025)

Heterogeneous Graph Prompt Learning via Adaptive Weight Pruning
par: Wei, Chu-Yuan, et autres
Publié: (2025)

Offline Imitation Learning Through Graph Search and Retrieval
par: Yin, Zhao-Heng, et autres
Publié: (2024)

UniPruning: Unifying Local Metric and Global Feedback for Scalable Sparse LLMs
par: Ding, Yizhuo, et autres
Publié: (2025)

Class-Aware Pruning for Efficient Neural Networks
par: Jiang, Mengnan, et autres
Publié: (2023)

Knowledge Graph Embedding by Normalizing Flows
par: Xiao, Changyi, et autres
Publié: (2024)

EMP: Enhance Memory in Data Pruning
par: Xiao, Jinying, et autres
Publié: (2024)

PrunePath: Towards Highly Structured Sparse Language Models
par: Gu, Zhexuan, et autres
Publié: (2026)

Adaptive Pruning for Large Language Models with Structural Importance Awareness
par: Zheng, Haotian, et autres
Publié: (2024)

Efficient Mixture-of-Agents Serving via Tree-Structured Routing, Adaptive Pruning, and Dependency-Aware Prefill-Decode Overlap
par: Wang, Zijun, et autres
Publié: (2025)

Intelligent Director: An Automatic Framework for Dynamic Visual Composition using ChatGPT
par: Zheng, Sixiao, et autres
Publié: (2024)

A Pre-trained Reaction Embedding Descriptor Capturing Bond Transformation Patterns
par: Liu, Weiqi, et autres
Publié: (2026)

Discovering State Equivalences in UCT Search Trees By Action Pruning
par: Schmöcker, Robin, et autres
Publié: (2025)

Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models
par: Bernardi, Alberto, et autres
Publié: (2024)