Haotian Tang
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1374 citations
#cs.CL #cs.AI
- AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
2023/06/01 by Ji Lin, Lin, Ji, Jiaming Tang +18 · 1 voice · 304 citations
Computer Science · Engineering · #Topic Modeling #Ferroelectric and Negative Capacitance Devices #Speech Recognition and Synthesis
- LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
2023/09/21 by Yukang Chen, Shengju Qian, Chen, Yukang +11 · 3 voices · 18 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
- DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
2024/10/14 by Guangxuan Xiao, Xiao, Guangxuan, Jiaming Tang +14 · 1 voice · 59 citations
Computer Science · #Time Series Analysis and Forecasting #Data Stream Mining Techniques #Neural Networks and Applications
- SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
2024/10/14 by Enze Xie, Xie, Enze, Junsong Chen +20 · 3 voices · 75 citations
Computer Science · #cs.CV
- BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
2022/05/26 by Zhijian Liu, Haotian Tang, Liu, Zhijian +11 · 89 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Advanced Optical Sensing Technologies
- QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving
2024/05/07 by Yujun Lin, Lin, Yujun, Haotian Tang +12 · 1 voice · 44 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 · 76 citations
Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
2024/09/06 by Yunfeng Wu, Wu, Yecheng, Zhang, Zhuoyang +20 · 72 citations
Computer Science · Earth and Planetary Sciences · #Advanced Image and Video Retrieval Techniques #3D Surveying and Cultural Heritage #Constraint Satisfaction and Optimization
- Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
2020/07/31 by Haotian Tang, Tang, Haotian, Zhijian Liu +11 · 25 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
2024/10/14 by Junyu Chen, Chen, Junyu, Han Cai +15 · 51 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
- FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer
2023/01/20 by Zhijian Liu, Liu, Zhijian, Xinyu Yang +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)
- SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer
2023/03/30 by Xuanyao Chen, Zhijian Liu, Chen, Xuanyao +9 · 13 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Image Enhancement Techniques #Advanced Neural Network Applications
- TorchSparse: Efficient Point Cloud Inference Engine
2022/04/21 by Haotian Tang, Zhijian Liu, Tang, Haotian +7 · 8 citations
Computer Science · Engineering · #Advanced Neural Network Applications #3D Shape Modeling and Analysis #Robotics and Sensor-Based Localization
- 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 · 12 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Advanced Algorithms and Applications #Neural Networks and Applications
- MoST: Multi-modality Scene Tokenization for Motion Prediction
2024/04/30 by Norman Mu, Mu, Norman, Jingwei Ji +25 · 5 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization