TransCompressor: LLM-Powered Multimodal Data Compression for Smart Transportation
Fuente:
arXiv
Guardado en:
| Autores principales: | Yang, Huanqi, Wu, Rucheng, Xu, Weitao |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Are You Being Tracked? Discover the Power of Zero-Shot Trajectory Tracing with LLMs!
por: Yang, Huanqi, et al.
Publicado: (2024)
por: Yang, Huanqi, et al.
Publicado: (2024)
LLMKey: LLM-Powered Wireless Key Generation Scheme for Next-Gen IoV Systems
por: Yang, Huanqi, et al.
Publicado: (2025)
por: Yang, Huanqi, et al.
Publicado: (2025)
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios
por: Tang, Jiwei, et al.
Publicado: (2024)
por: Tang, Jiwei, et al.
Publicado: (2024)
500xCompressor: Generalized Prompt Compression for Large Language Models
por: Li, Zongqian, et al.
Publicado: (2024)
por: Li, Zongqian, et al.
Publicado: (2024)
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs
por: Cao, Zhiwei, et al.
Publicado: (2024)
por: Cao, Zhiwei, et al.
Publicado: (2024)
Small Vision-Language Models are Smart Compressors for Long Video Understanding
por: Fei, Junjie, et al.
Publicado: (2026)
por: Fei, Junjie, et al.
Publicado: (2026)
FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference
por: Lu, Yu-Chen, et al.
Publicado: (2025)
por: Lu, Yu-Chen, et al.
Publicado: (2025)
The Compressor-Retriever Architecture for Language Model OS
por: Yang, Yuan, et al.
Publicado: (2024)
por: Yang, Yuan, et al.
Publicado: (2024)
Large Language Model as Token Compressor and Decompressor
por: Li, Wenbing, et al.
Publicado: (2026)
por: Li, Wenbing, et al.
Publicado: (2026)
Smart Audit System Empowered by LLM
por: Yao, Xu, et al.
Publicado: (2024)
por: Yao, Xu, et al.
Publicado: (2024)
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation
por: Xiong, Jing, et al.
Publicado: (2025)
por: Xiong, Jing, et al.
Publicado: (2025)
Data Compressibility Quantifies LLM Memorization
por: Huang, Yizhan, et al.
Publicado: (2025)
por: Huang, Yizhan, et al.
Publicado: (2025)
Effectively Compress KV Heads for LLM
por: Yu, Hao, et al.
Publicado: (2024)
por: Yu, Hao, et al.
Publicado: (2024)
Enhancing Retrieval-Augmented LMs with a Two-stage Consistency Learning Compressor
por: Xu, Chuankai, et al.
Publicado: (2024)
por: Xu, Chuankai, et al.
Publicado: (2024)
Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation
por: Li, Weitao, et al.
Publicado: (2025)
por: Li, Weitao, et al.
Publicado: (2025)
Citation-Enhanced Generation for LLM-based Chatbots
por: Li, Weitao, et al.
Publicado: (2024)
por: Li, Weitao, et al.
Publicado: (2024)
Beyond "I Don't Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty
por: Ren, Jingyi, et al.
Publicado: (2026)
por: Ren, Jingyi, et al.
Publicado: (2026)
LIMSSR: LLM-Driven Sequence-to-Score Reasoning under Training-Time Incomplete Multimodal Observations
por: Xu, Huangbiao, et al.
Publicado: (2026)
por: Xu, Huangbiao, et al.
Publicado: (2026)
Towards Transparent RAG: Fostering Evidence Traceability in LLM Generation via Reinforcement Learning
por: Ren, Jingyi, et al.
Publicado: (2025)
por: Ren, Jingyi, et al.
Publicado: (2025)
CryptoLLM: Unleashing the Power of Prompted LLMs for SmartQnA and Classification of Crypto Posts
por: Deroy, Aniket, et al.
Publicado: (2024)
por: Deroy, Aniket, et al.
Publicado: (2024)
TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models
por: Zhang, Xue, et al.
Publicado: (2024)
por: Zhang, Xue, et al.
Publicado: (2024)
TransLLM: A Unified Multi-Task Foundation Framework for Urban Transportation via Learnable Prompting
por: Leng, Jiaming, et al.
Publicado: (2025)
por: Leng, Jiaming, et al.
Publicado: (2025)
Entropy Law: The Story Behind Data Compression and LLM Performance
por: Yin, Mingjia, et al.
Publicado: (2024)
por: Yin, Mingjia, et al.
Publicado: (2024)
Mixture Compressor for Mixture-of-Experts LLMs Gains More
por: Huang, Wei, et al.
Publicado: (2024)
por: Huang, Wei, et al.
Publicado: (2024)
TransNormerLLM: A Faster and Better Large Language Model with Improved TransNormer
por: Qin, Zhen, et al.
Publicado: (2023)
por: Qin, Zhen, et al.
Publicado: (2023)
AegisAgent: An Autonomous Defense Agent Against Prompt Injection Attacks in LLM-HARs
por: Wang, Yihan, et al.
Publicado: (2025)
por: Wang, Yihan, et al.
Publicado: (2025)
Cmprsr: Abstractive Token-Level Question-Agnostic Prompt Compressor
por: Zakazov, Ivan, et al.
Publicado: (2025)
por: Zakazov, Ivan, et al.
Publicado: (2025)
When Helpers Become Hazards: A Benchmark for Analyzing Multimodal LLM-Powered Safety in Daily Life
por: Lou, Xinyue, et al.
Publicado: (2026)
por: Lou, Xinyue, et al.
Publicado: (2026)
UNComp: Can Matrix Entropy Uncover Sparsity? -- A Compressor Design from an Uncertainty-Aware Perspective
por: Xiong, Jing, et al.
Publicado: (2024)
por: Xiong, Jing, et al.
Publicado: (2024)
SAES-SVD: Self-Adaptive Suppression of Accumulated and Local Errors for SVD-based LLM Compression
por: Hu, Xing, et al.
Publicado: (2026)
por: Hu, Xing, et al.
Publicado: (2026)
Lightweight Multimodal LLM-Enabled Cost-Effective Defect Grading of Power Transmission Equipment
por: Wang, Tao, et al.
Publicado: (2026)
por: Wang, Tao, et al.
Publicado: (2026)
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression
por: Xu, Zhichao, et al.
Publicado: (2024)
por: Xu, Zhichao, et al.
Publicado: (2024)
TransLLaMa: LLM-based Simultaneous Translation System
por: Koshkin, Roman, et al.
Publicado: (2024)
por: Koshkin, Roman, et al.
Publicado: (2024)
NeuronMLP: Efficient LLM Inference via Singular Value Decomposition Compression and Tiling on AWS Trainium
por: Song, Dinghong, et al.
Publicado: (2025)
por: Song, Dinghong, et al.
Publicado: (2025)
Unlocking the Power of LLM Uncertainty for Active In-Context Example Selection
por: Huang, Hsiu-Yuan, et al.
Publicado: (2024)
por: Huang, Hsiu-Yuan, et al.
Publicado: (2024)
Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning
por: Song, Jiwon, et al.
Publicado: (2025)
por: Song, Jiwon, et al.
Publicado: (2025)
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment
por: Deng, Jingcheng, et al.
Publicado: (2025)
por: Deng, Jingcheng, et al.
Publicado: (2025)
TransGPT: Multi-modal Generative Pre-trained Transformer for Transportation
por: Wang, Peng, et al.
Publicado: (2024)
por: Wang, Peng, et al.
Publicado: (2024)
Effective In-Context Example Selection through Data Compression
por: Sun, Zhongxiang, et al.
Publicado: (2024)
por: Sun, Zhongxiang, et al.
Publicado: (2024)
ConTrans: Weak-to-Strong Alignment Engineering via Concept Transplantation
por: Dong, Weilong, et al.
Publicado: (2024)
por: Dong, Weilong, et al.
Publicado: (2024)
Ejemplares similares
-
Are You Being Tracked? Discover the Power of Zero-Shot Trajectory Tracing with LLMs!
por: Yang, Huanqi, et al.
Publicado: (2024) -
LLMKey: LLM-Powered Wireless Key Generation Scheme for Next-Gen IoV Systems
por: Yang, Huanqi, et al.
Publicado: (2025) -
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios
por: Tang, Jiwei, et al.
Publicado: (2024) -
500xCompressor: Generalized Prompt Compression for Large Language Models
por: Li, Zongqian, et al.
Publicado: (2024) -
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs
por: Cao, Zhiwei, et al.
Publicado: (2024)