Tang, Jiaming
- AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
2023/06/01 by Ji Lin, Jiaming Tang, Lin, Ji +18 · 1 voice · 299 citations
Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Speech Recognition and Synthesis
- DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
2024/10/14 by Guangxuan Xiao, Jiaming Tang, Xiao, Guangxuan +14 · 1 voice · 56 citations
Computer Science · #Time Series Analysis and Forecasting #Data Stream Mining Techniques #Neural Networks and Applications
- Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
2024/06/16 by Jiaming Tang, Tang, Jiaming, Yilong Zhao +9 · 91 citations
Neuroscience · Computer Science · #Brain Tumor Detection and Classification #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting
- LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention
2025/02/20 by Yang Shang, J.Z. Li D.B. Guo, Yang, Shang +15 · 12 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Advanced Algorithms and Applications #Neural Networks and Applications
- Twilight: Adaptive Attention Sparsity with Hierarchical Top-p Pruning
2025/02/04 by Lin, Chaofan, Tang, Jiaming, Shuo Yang +13 · 7 citations
Computer Science · Decision Sciences · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Advanced Bandit Algorithms Research
- Transitive Array: An Efficient GEMM Accelerator with Result Reuse
2025/04/23 by Guo, Cong, Wei, Chiyue, Tang, Jiaming +4 · 7 citations
#FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- DCRMTA: Unbiased Causal Representation for Multi-touch Attribution
2024/01/16 by Tang, Jiaming · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
- SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference
2025/10/20 by Khaki, Samir, Guo, Junxian, Tang, Jiaming +6 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- VLASH: Real-Time VLAs via Future-State-Aware Asynchronous Inference
2025/11/30 by Jiaming Tang, Yufei Sun, Tang, Jiaming +19 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding
2025/12/01 by Yilong Zhao, Zhao, Yilong, Jiaming Tang +21 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques