Qinghao Hu
- Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search
2025/08/21 by Yuxian Gu, Gu, Yuxian, Qinghao Hu +11 · 8 voices · 15 citations
#cs.CL #cs.AI #cs.LG
- LongVILA: Scaling Long-Context Visual Language Models for Long Videos
2024/08/19 by Yukang Chen, Fuzhao Xue, Chen, Yukang +33 · 85 citations
Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- Quantized Convolutional Neural Networks for Mobile Devices
2015/12/21 by Jiaxiang Wu, Wu, Jiaxiang, Cong Leng +7 · 22 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #CCD and CMOS Imaging Sensors
- Characterization of Large Language Model Development in the Datacenter
2024/03/12 by Qinghao Hu, Hu, Qinghao, Zhisheng Ye +20 · 23 citations
Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Topic Modeling #Scientific Computing and Data Management
- Scaling RL to Long Videos
2025/07/10 by Yukang Chen, Chen, Yukang, Wei Huang +25 · 35 citations
Computer Science · #Video Analysis and Summarization #Advanced Vision and Imaging
- 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
- LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism
2024/06/26 by Diandian Gu, Gu, Diandian, Peng Sun +25 · 6 citations
Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Speech Recognition and Synthesis
- Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision
2022/05/24 by Wei Gao, Qinghao Hu, Gao, Wei +13 · 3 citations
Computer Science · #Cloud Computing and Resource Management #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques
- Accumulated Trivial Attention Matters in Vision Transformers on Small Datasets
2022/10/22 by Xiangyu Chen, Qinghao Hu, Chen, Xiangyu +7 · 3 citations
Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Industrial Vision Systems and Defect Detection #Brain Tumor Detection and Classification
- Sailor: Automating Distributed Training over Dynamic, Heterogeneous, and Geo-distributed Clusters
2025/04/23 by Foteini Strati, Zhendong Zhang, Strati, Foteini +17 · 7 citations
Computer Science · Decision Sciences · #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Privacy-Preserving Technologies in Data #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Recent Advances in Efficient Computation of Deep Convolutional Neural Networks
2018/02/03 by Jian Cheng, Cheng, Jian, Peisong Wang +7 · 1 voice
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and ELM #Sparse and Compressive Sensing Techniques #cs.CV
- MixFormer: Mixing Features across Windows and Dimensions
2022/04/06 by Qiang Chen, Chen, Qiang, Qiman Wu +13 · 1 citation
Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- \rm A2Q: Aggregation-Aware Quantization for Graph Neural Networks
2023/02/01 by Zeyu Zhu, Zhu, Zeyu, Fanrong Li +13 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication
2023/03/02 by Meng Zhang, Qinghao Hu, Zhang, Meng +7 · 1 citation
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- MEGA: A Memory-Efficient GNN Accelerator Exploiting Degree-Aware Mixed-Precision Quantization
2023/11/16 by Zeyu Zhu, Zhu, Zeyu, Fanrong Li +13 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Machine Learning and ELM #Signal Processing (eess.SP) #electronic engineering #information engineering
- SpikingNeRF: Making Bio-inspired Neural Networks See through the Real World
2023/09/20 by Xingting Yao, Qinghao Hu, Yao, Xingting +12 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- InternEvo: Efficient Long-sequence Large Language Model Training via Hybrid Parallelism and Redundant Sharding
2024/01/17 by Qiaoling Chen, Diandian Gu, Chen, Qiaoling +19 · 1 citation
Computer Science · #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
- Efficient Vision-Language-Action Models for Embodied Manipulation: A Systematic Survey
2025/10/20 by Weifan Guan, Guan, Weifan, Qinghao Hu +5 · 6 citations
Computer Science · Psychology · Engineering · #Multimodal Machine Learning Applications #Social Robot Interaction and HRI #Robot Manipulation and Learning