Yang, Shang
- AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
2023/06/01 by Ji Lin, Lin, Ji, Jiaming Tang +18 · 1 voice · 319 citations
Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Speech Recognition and Synthesis
- Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search
2025/08/21 by Yuxian Gu, Qinghao Hu, Gu, Yuxian +11 · 8 voices · 15 citations
#cs.CL #cs.AI #cs.LG
- DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
2024/10/14 by Guangxuan Xiao, Jiaming Tang, Xiao, Guangxuan +14 · 1 voice · 61 citations
Computer Science · #Time Series Analysis and Forecasting #Data Stream Mining Techniques #Neural Networks and Applications
- QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving
2024/05/07 by Yujun Lin, Haotian Tang, Lin, Yujun +12 · 1 voice · 48 citations
Computer Science · Engineering · #Wireless Power Transfer Systems #cs.AI #cs.CL #cs.LG #cs.PF
- LongVILA: Scaling Long-Context Visual Language Models for Long Videos
2024/08/19 by Yukang Chen, Chen, Yukang, Fuzhao Xue +33 · 77 citations
Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- NVILA: Efficient Frontier Visual Language Models
2024/12/05 by Zhijian Liu, Ligeng Zhu, Liu, Zhijian +52 · 2 voices · 58 citations
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
- Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
2024/10/14 by Junyu Chen, Han Cai, Chen, Junyu +15 · 56 citations
Computer Science · Medicine · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Medical Imaging Techniques and Applications
- HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
2024/10/14 by Haotian Tang, Tang, Haotian, Yunfeng Wu +17 · 32 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
- FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer
2023/01/20 by Zhijian Liu, Xinyu Yang, Liu, Zhijian +7 · 15 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs
2023/10/25 by Haotian Tang, Tang, Haotian, Shang Fa Yang +15 · 17 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention
2025/02/20 by Yang Shang, Yang, Shang, J.Z. Li D.B. Guo +15 · 14 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Advanced Algorithms and Applications #Neural Networks and Applications
- 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, Tang, Jiaming, Yufei Sun +19 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis