PoC: Performance-oriented Context Compression for Large Language Models via Performance Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Runsong, Liu, Shilei, Tang, Jiwei, Liu, Langming, Chen, Haibin, Zhang, Weidong, Yuan, Yujin, Xiao, Tong, Zhu, Jingbo, Su, Wenbo, Zheng, Bo |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling
by: Zhao, Runsong, et al.
Published: (2026)
by: Zhao, Runsong, et al.
Published: (2026)
Data Distribution Matters: A Data-Centric Perspective on Context Compression for Large Language Model
by: Lv, Kangtao, et al.
Published: (2026)
by: Lv, Kangtao, et al.
Published: (2026)
Read As Human: Compressing Context via Parallelizable Close Reading and Skimming
by: Tang, Jiwei, et al.
Published: (2026)
by: Tang, Jiwei, et al.
Published: (2026)
COMI: Coarse-to-fine Context Compression via Marginal Information Gain
by: Tang, Jiwei, et al.
Published: (2026)
by: Tang, Jiwei, et al.
Published: (2026)
ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph
by: Liu, Langming, et al.
Published: (2025)
by: Liu, Langming, et al.
Published: (2025)
How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models
by: Lv, Kangtao, et al.
Published: (2025)
by: Lv, Kangtao, et al.
Published: (2025)
PretrainRL: Alleviating Factuality Hallucination of Large Language Models at the Beginning
by: Liu, Langming, et al.
Published: (2026)
by: Liu, Langming, et al.
Published: (2026)
Expert Divergence Learning for MoE-based Language Models
by: Li, Jiaang, et al.
Published: (2026)
by: Li, Jiaang, et al.
Published: (2026)
ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models
by: Chen, Haibin, et al.
Published: (2025)
by: Chen, Haibin, et al.
Published: (2025)
Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models
by: Zhao, Runsong, et al.
Published: (2024)
by: Zhao, Runsong, et al.
Published: (2024)
MemoSight: Unifying Context Compression and Multi Token Prediction for Reasoning Acceleration
by: Liu, Xinyu, et al.
Published: (2026)
by: Liu, Xinyu, et al.
Published: (2026)
Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors
by: Liu, Xin, et al.
Published: (2025)
by: Liu, Xin, et al.
Published: (2025)
Angular Estimation Comparison with ISAC PoC
by: Felix, Alexander, et al.
Published: (2025)
by: Felix, Alexander, et al.
Published: (2025)
Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model
by: Yan, Bencheng, et al.
Published: (2025)
by: Yan, Bencheng, et al.
Published: (2025)
From Transactions to Exploits: Automated PoC Synthesis for Real-World DeFi Attacks
by: Su, Xing, et al.
Published: (2026)
by: Su, Xing, et al.
Published: (2026)
UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering
by: Liu, Langming, et al.
Published: (2025)
by: Liu, Langming, et al.
Published: (2025)
SmartPoC: Generating Executable and Validated PoCs for Smart Contract Bug Reports
by: Chen, Longfei, et al.
Published: (2025)
by: Chen, Longfei, et al.
Published: (2025)
uGen: An Agentic Framework for Generating Microarchitectural Attack PoCs
by: Dipta, Debopriya Roy, et al.
Published: (2026)
by: Dipta, Debopriya Roy, et al.
Published: (2026)
Precision or Peril: A PoC of Python Code Quality from Quantized Large Language Models
by: Melin, Eric L., et al.
Published: (2024)
by: Melin, Eric L., et al.
Published: (2024)
MTP-S2UT: Enhancing Speech-to-Speech Translation Quality with Multi-token Prediction
by: Wang, Jianjin, et al.
Published: (2025)
by: Wang, Jianjin, et al.
Published: (2025)
PoC-Gym: Towards More Reliable LLM-Assisted Proof-of-Concept Exploit Generation
by: Gezgin, Derin, et al.
Published: (2026)
by: Gezgin, Derin, et al.
Published: (2026)
Sift or Get Off the PoC: Applying Information Retrieval to Vulnerability Research with SiftRank
by: Gross, Caleb
Published: (2025)
by: Gross, Caleb
Published: (2025)
Patch-to-PoC: A Systematic Study of Agentic LLM Systems for Linux Kernel N-Day Reproduction
by: Pu, Juefei, et al.
Published: (2026)
by: Pu, Juefei, et al.
Published: (2026)
Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models
by: Liu, Xinyu, et al.
Published: (2024)
by: Liu, Xinyu, et al.
Published: (2024)
Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems
by: Liu, Langming, et al.
Published: (2025)
by: Liu, Langming, et al.
Published: (2025)
Analysis of regularized federated learning
by: Liu, Langming, et al.
Published: (2024)
by: Liu, Langming, et al.
Published: (2024)
PoC-Adapt: Semantic-Aware Automated Vulnerability Reproduction with LLM Multi-Agents and Reinforcement Learning-Driven Adaptive Policy
by: Duy, Phan The, et al.
Published: (2026)
by: Duy, Phan The, et al.
Published: (2026)
Foundations of Large Language Models
by: Xiao, Tong, et al.
Published: (2025)
by: Xiao, Tong, et al.
Published: (2025)
MarkKruger12/Auric-Replicator-PoC: v1.0.0 - Auric Resonance: Initial Gold (Au) Lock Verification
by: MarkKruger12
Published: (2026)
by: MarkKruger12
Published: (2026)
Less Is More: Elevating RAG via Performance-Driven Context Compression
by: Cui, Ziqiang, et al.
Published: (2025)
by: Cui, Ziqiang, et al.
Published: (2025)
PVContext: Hybrid Context Model for Point Cloud Compression
by: Zhang, Guoqing, et al.
Published: (2024)
by: Zhang, Guoqing, et al.
Published: (2024)
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios
by: Tang, Jiwei, et al.
Published: (2024)
by: Tang, Jiwei, et al.
Published: (2024)
Toom–Cook Initiated High‐Performance Accelerator for RBLWE‐Based Post‐Quantum Cryptography
by: Shilei Zhao, et al.
Published: (2026)
by: Shilei Zhao, et al.
Published: (2026)
An Improved Quantum Private Set Intersection Protocol Based on Hadamard Gates
by: Liu, Wenjie, et al.
Published: (2023)
by: Liu, Wenjie, et al.
Published: (2023)
Die Ambivalenz der Diskussion um mehr People of Color in der Sozialen Arbeit: Eine qualitative Forschungsarbeit zu Zuschreibungen und Erwartungen an PoC-Fachkräfte
by: Bondonga Koy, Sarah
Published: (2025)
by: Bondonga Koy, Sarah
Published: (2025)
Naive Bayes-based Context Extension for Large Language Models
by: Su, Jianlin, et al.
Published: (2024)
by: Su, Jianlin, et al.
Published: (2024)
Compressing Lengthy Context With UltraGist
by: Zhang, Peitian, et al.
Published: (2024)
by: Zhang, Peitian, et al.
Published: (2024)
Long Context Compression with Activation Beacon
by: Zhang, Peitian, et al.
Published: (2024)
by: Zhang, Peitian, et al.
Published: (2024)
Beyond Position Bias: Shifting Context Compression from Position-Driven to Semantic-Driven
by: Tang, Jiwei, et al.
Published: (2026)
by: Tang, Jiwei, et al.
Published: (2026)
MZ Generation Leadership and Environmental Performance: Empirical Evidence From Korea
by: Yujin Kim
Published: (2025)
by: Yujin Kim
Published: (2025)
Similar Items
-
CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling
by: Zhao, Runsong, et al.
Published: (2026) -
Data Distribution Matters: A Data-Centric Perspective on Context Compression for Large Language Model
by: Lv, Kangtao, et al.
Published: (2026) -
Read As Human: Compressing Context via Parallelizable Close Reading and Skimming
by: Tang, Jiwei, et al.
Published: (2026) -
COMI: Coarse-to-fine Context Compression via Marginal Information Gain
by: Tang, Jiwei, et al.
Published: (2026) -
ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph
by: Liu, Langming, et al.
Published: (2025)