AgentCompress: Task-Aware Compression for Affordable Large Language Model Agents
Fuente:
arXiv
Saved in:
| Main Authors: | Taha, Zuhair Ahmed Khan, Uddin, Mohammed Mudassir, Alam, Shahnawaz |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LAF-YOLOv10 with Partial Convolution Backbone, Attention-Guided Feature Pyramid, Auxiliary P2 Head, and Wise-IoU Loss for Small Object Detection in Drone Aerial Imagery
by: Farooqui, Sohail Ali, et al.
Published: (2026)
by: Farooqui, Sohail Ali, et al.
Published: (2026)
Constraint-Aware Neurosymbolic Uncertainty Quantification with Bayesian Deep Learning for Scientific Discovery
by: Alam, Shahnawaz, et al.
Published: (2026)
by: Alam, Shahnawaz, et al.
Published: (2026)
Meta-Learning Guided Pruning for Few-Shot Plant Pathology on Edge Devices
by: Uddin, Mohammed Mudassir, et al.
Published: (2026)
by: Uddin, Mohammed Mudassir, et al.
Published: (2026)
SecureCAI: Injection-Resilient LLM Assistants for Cybersecurity Operations
by: Ali, Mohammed Himayath, et al.
Published: (2026)
by: Ali, Mohammed Himayath, et al.
Published: (2026)
DriftGuard: A Hierarchical Framework for Concept Drift Detection and Remediation in Supply Chain Forecasting
by: Alam, Shahnawaz, et al.
Published: (2026)
by: Alam, Shahnawaz, et al.
Published: (2026)
MolFM-Lite: Multi-Modal Molecular Property Prediction with Conformer Ensemble Attention and Cross-Modal Fusion
by: Shah, Syed Omer, et al.
Published: (2026)
by: Shah, Syed Omer, et al.
Published: (2026)
Hierarchical Sparse Circuit Extraction from Billion-Parameter Language Models through Scalable Attribution Graph Decomposition
by: Uddin, Mohammed Mudassir, et al.
Published: (2026)
by: Uddin, Mohammed Mudassir, et al.
Published: (2026)
Localizing Task Information for Improved Model Merging and Compression
by: Wang, Ke, et al.
Published: (2024)
by: Wang, Ke, et al.
Published: (2024)
Privacy-Preserving Federated Learning with Verifiable Fairness Guarantees
by: Ali, Mohammed Himayath, et al.
Published: (2026)
by: Ali, Mohammed Himayath, et al.
Published: (2026)
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models
by: Tao, Keda, et al.
Published: (2024)
by: Tao, Keda, et al.
Published: (2024)
Layer as Puzzle Pieces: Compressing Large Language Models through Layer Concatenation
by: Wang, Fei, et al.
Published: (2025)
by: Wang, Fei, et al.
Published: (2025)
Bridging Compressed Image Latents and Multimodal Large Language Models
by: Kao, Chia-Hao, et al.
Published: (2024)
by: Kao, Chia-Hao, et al.
Published: (2024)
Beyond Perception Errors: Semantic Fixation in Large Vision-Language Models
by: Alam, Md Tanvirul
Published: (2026)
by: Alam, Md Tanvirul
Published: (2026)
Detecting What Matters: A Novel Approach for Out-of-Distribution 3D Object Detection in Autonomous Vehicles
by: Taha, Menna, et al.
Published: (2025)
by: Taha, Menna, et al.
Published: (2025)
Distribution-Aware Tensor Decomposition for Compression of Convolutional Neural Networks
by: Kalle, Alper, et al.
Published: (2025)
by: Kalle, Alper, et al.
Published: (2025)
A Tumor Aware DenseNet Swin Hybrid Learning with Boosted and Hierarchical Feature Spaces for Large-Scale Brain MRI Classification
by: Shah, Muhammad Ali, et al.
Published: (2026)
by: Shah, Muhammad Ali, et al.
Published: (2026)
Uncovering the Hidden Cost of Model Compression
by: Misra, Diganta, et al.
Published: (2023)
by: Misra, Diganta, et al.
Published: (2023)
EvoComp: Learning Visual Token Compression for Multimodal Large Language Models via Semantic-Guided Evolutionary Labeling
by: Song, Jiafei, et al.
Published: (2026)
by: Song, Jiafei, et al.
Published: (2026)
Variational Feature Compression for Model-Specific Representations
by: Guo, Zinan, et al.
Published: (2026)
by: Guo, Zinan, et al.
Published: (2026)
Progressive Compression with Universally Quantized Diffusion Models
by: Yang, Yibo, et al.
Published: (2024)
by: Yang, Yibo, et al.
Published: (2024)
SGLP: A Similarity Guided Fast Layer Partition Pruning for Compressing Large Deep Models
by: Li, Yuqi, et al.
Published: (2024)
by: Li, Yuqi, et al.
Published: (2024)
Efficient Long-Horizon GUI Agents via Training-Free KV Cache Compression
by: Zhou, Bowen, et al.
Published: (2026)
by: Zhou, Bowen, et al.
Published: (2026)
Neural NeRF Compression
by: Pham, Tuan, et al.
Published: (2024)
by: Pham, Tuan, et al.
Published: (2024)
Rethinking Large-scale Dataset Compression: Shifting Focus From Labels to Images
by: Xiao, Lingao, et al.
Published: (2025)
by: Xiao, Lingao, et al.
Published: (2025)
RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression
by: Gadot, Uri, et al.
Published: (2025)
by: Gadot, Uri, et al.
Published: (2025)
CRAM: Large-scale Video Continual Learning with Bootstrapped Compression
by: Mall, Shivani, et al.
Published: (2025)
by: Mall, Shivani, et al.
Published: (2025)
Embedding Compression for Efficient Re-Identification
by: McDermott, Luke
Published: (2024)
by: McDermott, Luke
Published: (2024)
Shapley Pruning for Neural Network Compression
by: Adamczewski, Kamil, et al.
Published: (2024)
by: Adamczewski, Kamil, et al.
Published: (2024)
BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
by: Wang, Xinghao, et al.
Published: (2024)
by: Wang, Xinghao, et al.
Published: (2024)
The Compression Gap: Why Discrete Tokenization Limits Vision-Language-Action Model Scaling
by: Shiba, Takuya
Published: (2026)
by: Shiba, Takuya
Published: (2026)
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling
by: Li, Xinhao, et al.
Published: (2024)
by: Li, Xinhao, et al.
Published: (2024)
Learned Image Compression with Text Quality Enhancement
by: Lai, Chih-Yu, et al.
Published: (2024)
by: Lai, Chih-Yu, et al.
Published: (2024)
Dynamic Base model Shift for Delta Compression
by: Huang, Chenyu, et al.
Published: (2025)
by: Huang, Chenyu, et al.
Published: (2025)
Hierarchical Spatio-Channel Clustering for Efficient Model Compression in Medical Image Analysis
by: Hamlomo, Sisipho, et al.
Published: (2026)
by: Hamlomo, Sisipho, et al.
Published: (2026)
WorldPack: Compressed Memory Improves Spatial Consistency in Video World Modeling
by: Oshima, Yuta, et al.
Published: (2025)
by: Oshima, Yuta, et al.
Published: (2025)
LatentLLM: Attention-Aware Joint Tensor Compression
by: Koike-Akino, Toshiaki, et al.
Published: (2025)
by: Koike-Akino, Toshiaki, et al.
Published: (2025)
Information-Theoretic Optimization for Task-Adapted Compressed Sensing Magnetic Resonance Imaging
by: Peng, Xinyu, et al.
Published: (2026)
by: Peng, Xinyu, et al.
Published: (2026)
Label-Free Cross-Task LoRA Merging with Null-Space Compression
by: Lee, Wonyoung, et al.
Published: (2026)
by: Lee, Wonyoung, et al.
Published: (2026)
A Survey on Transformer Compression
by: Tang, Yehui, et al.
Published: (2024)
by: Tang, Yehui, et al.
Published: (2024)
CCAD: Compressed Global Feature Conditioned Anomaly Detection
by: Jin, Xiao, et al.
Published: (2025)
by: Jin, Xiao, et al.
Published: (2025)
Similar Items
-
LAF-YOLOv10 with Partial Convolution Backbone, Attention-Guided Feature Pyramid, Auxiliary P2 Head, and Wise-IoU Loss for Small Object Detection in Drone Aerial Imagery
by: Farooqui, Sohail Ali, et al.
Published: (2026) -
Constraint-Aware Neurosymbolic Uncertainty Quantification with Bayesian Deep Learning for Scientific Discovery
by: Alam, Shahnawaz, et al.
Published: (2026) -
Meta-Learning Guided Pruning for Few-Shot Plant Pathology on Edge Devices
by: Uddin, Mohammed Mudassir, et al.
Published: (2026) -
SecureCAI: Injection-Resilient LLM Assistants for Cybersecurity Operations
by: Ali, Mohammed Himayath, et al.
Published: (2026) -
DriftGuard: A Hierarchical Framework for Concept Drift Detection and Remediation in Supply Chain Forecasting
by: Alam, Shahnawaz, et al.
Published: (2026)