Song Han
- Efficient Streaming Language Models with Attention Sinks
2023/09/29 by Guangxuan Xiao, Yuandong Tian, Xiao, Guangxuan +7 · 5 voices · 437 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
2023/06/01 by Ji Lin, Jiaming Tang, Lin, Ji +18 · 1 voice · 338 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, Chen, Yukang, Shengju Qian +11 · 3 voices · 30 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
- Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
2025/05/28 by Chengyue Wu, Wu, Chengyue, Hao Zhang +15 · 5 voices · 129 citations
Computer Science · Social Sciences · #Topic Modeling #Generative Adversarial Networks and Image Synthesis #Computational and Text Analysis Methods
- Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
2015/10/01 by Song Han, Huizi Mao, Han, Song +3 · 302 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis
- SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size
2016/02/24 by Forrest N. Iandola, Iandola, Forrest N., Song Han +9 · 2 voices · 66 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CV
- Once-for-All: Train One Network and Specialize it for Efficient Deployment
2019/08/26 by Han Cai, Cai, Han, Chuang Gan +7 · 1 voice · 81 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #cs.CV #cs.LG #stat.ML
- 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
- Learning both Weights and Connections for Efficient Neural Networks
2015/06/08 by Song Han, Han, Song, Jeff Pool +5 · 200 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- VILA: On Pre-training for Visual Language Models
2023/12/12 by Ji Lin, Lin Ji, Hongxu Yin +18 · 1 voice · 161 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CV
- SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
2022/11/18 by Guangxuan Xiao, Xiao, Guangxuan, Ji Lin +10 · 1 voice · 234 citations
Computer Science · #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training
2017/12/05 by Yujun Lin, Song Han, Huizi Mao +2 · 2 voices · 18 citations
Computer Science · Mathematics · #cs.CV #cs.DC #cs.LG #stat.ML
- DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
2024/10/14 by Guangxuan Xiao, Xiao, Guangxuan, Jiaming Tang +14 · 1 voice · 66 citations
Computer Science · #Time Series Analysis and Forecasting #Data Stream Mining Techniques #Neural Networks and Applications
- Fast inference of deep neural networks in FPGAs for particle physics
2018/04/16 by Javier Duarte, J. Duarte, Song Han +19 · 1 voice · 28 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Machine Learning and Data Classification #Radiation Effects in Electronics #cs.CV #hep-ex #physics.ins-det #stat.ML
- Deep Leakage from Gradients
2019/06/21 by Ligeng Zhu, Zhijian Liu, Zhu, Ligeng +3 · 99 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
- ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
2018/12/02 by Han Cai, Ligeng Zhu, Cai, Han +3 · 168 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Parallel Computing and Optimization Techniques
- BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
2022/05/26 by Zhijian Liu, Haotian Tang, Liu, Zhijian +11 · 107 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Advanced Optical Sensing Technologies
- SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers
2024/10/14 by Enze Xie, Xie, Enze, Jun Song Chen +20 · 3 voices · 82 citations
Computer Science · #cs.CV
- QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving
2024/05/07 by Yujun Lin, Haotian Tang, Lin, Yujun +12 · 1 voice · 49 citations
Computer Science · Engineering · #Wireless Power Transfer Systems #cs.AI #cs.CL #cs.LG #cs.PF
- TSM: Temporal Shift Module for Efficient Video Understanding
2018/11/20 by Ji Lin, Chuang Gan, Lin, Ji +3 · 58 citations
Computer Science · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
- Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference
2024/06/16 by Jiaming Tang, Tang, Jiaming, Yilong Zhao +9 · 104 citations
Neuroscience · Computer Science · #Brain Tumor Detection and Classification #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting
- Trained Ternary Quantization
2016/12/04 by Chenzhuo Zhu, Song Han, Zhu, Chenzhuo +5 · 54 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
2024/11/07 by Muyang Li, Yujun Lin, Li, Muyang +17 · 1 voice · 44 citations
#cs.CV #cs.LG
- LongVILA: Scaling Long-Context Visual Language Models for Long Videos
2024/08/19 by Yukang Chen, Chen, Yukang, Fuzhao Xue +33 · 86 citations
Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention
2023/05/17 by Guangxuan Xiao, Tianwei Yin, Xiao, Guangxuan +7 · 49 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #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 · 80 citations
Computer Science · Earth and Planetary Sciences · #Advanced Image and Video Retrieval Techniques #3D Surveying and Cultural Heritage #Constraint Satisfaction and Optimization
- EIE: Efficient Inference Engine on Compressed Deep Neural Network
2016/02/04 by Song Han, Xingyu Liu, Han, Song +11 · 22 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning and ELM
- StreamingVLM: Real-Time Understanding for Infinite Video Streams
2025/10/10 by Ruyi Xu, R. Xu, Xu, Ruyi +14 · 5 voices · 13 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
2020/07/31 by Haotian Tang, Zhijian Liu, Tang, Haotian +11 · 29 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
- NVILA: Efficient Frontier Visual Language Models
2024/12/05 by Zhijian Liu, Ligeng Zhu, Liu, Zhijian +52 · 2 voices · 60 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, Chen, Junyu, Han Cai +15 · 64 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
- Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey
2020/03/20 by Lei Deng, Guoqi Li, Song Han +2 · 24 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Tensor decomposition and applications
- Flash-KMeans: Fast and Memory-Efficient Exact K-Means
2026/03/10 by Shuo Yang, Haocheng Xi, Yilong Zhao +10 · 7 voices · 1 citation
#cs.DC
- On-Device Training Under 256KB Memory
2022/06/30 by Ji Lin, Ligeng Zhu, Lin, Ji +9 · 18 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and ELM #Stochastic Gradient Optimization Techniques
- HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
2024/10/14 by Haotian Tang, Yunfeng Wu, Tang, Haotian +17 · 36 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)
- Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
2025/02/03 by Haocheng Xi, Shuo Yang, Xi, Haocheng +24 · 45 citations
Computer Science · Engineering · #Advanced Optical Imaging Technologies #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
2020/06/15 by Tianzhe Wang, Kuan Wang, Wang, Tianzhe +9 · 14 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
2024/02/29 by Muyang Li, Tianle Cai, Li, Muyang +17 · 22 citations
Computer Science · Mathematics · Medicine · #Advanced Mathematical Modeling in Engineering #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Statistical Methods and Inference
- TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs
2023/10/25 by Haotian Tang, Tang, Haotian, Shang Fa Yang +15 · 18 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)
- 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
- SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer
2023/03/30 by Xuanyao Chen, Zhijian Liu, Chen, Xuanyao +9 · 15 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Image Enhancement Techniques #Advanced Neural Network Applications
- Radial Attention: O(nlog n) Sparse Attention with Energy Decay for Long Video Generation
2025/06/24 by Xingyang Li, Muyang Li, Li, Xingyang +25 · 2 voices · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
- XAttention: Block Sparse Attention with Antidiagonal Scoring
2025/03/20 by Ruijian Xu, Xu, Ruyi, Guangxuan Xiao +7 · 38 citations
Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques
- VISTA 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles
2021/11/23 by Alexander Amini, Tsun-Hsuan Wang, Amini, Alexander +13 · 9 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Autonomous Vehicle Technology and Safety #Age of Information Optimization
- TorchSparse: Efficient Point Cloud Inference Engine
2022/04/21 by Haotian Tang, Zhijian Liu, Tang, Haotian +7 · 9 citations
Computer Science · Engineering · #Advanced Neural Network Applications #3D Shape Modeling and Analysis #Robotics and Sensor-Based Localization
- Defensive Quantization: When Efficiency Meets Robustness
2019/04/17 by Ji Lin, Chuang Gan, Lin, Ji +3 · 7 citations
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Radiation Detection and Scintillator Technologies #Advanced Neural Network Applications
- Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
2022/11/03 by Muyang Li, Li, Muyang, Ji Lin +9 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
- EgoVLA: Learning Vision-Language-Action Models from Egocentric Human Videos
2025/07/16 by Ruihan Yang, Qinxi Yu, Yang, Ruihan +27 · 1 voice · 30 citations
#cs.RO #cs.AI #cs.CV #cs.LG
- BitDelta: Your Fine-Tune May Only Be Worth One Bit
2024/02/15 by James Liu, Liu, James, Guangxuan Xiao +11 · 1 voice · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
- 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
- Efficient and Robust LiDAR-Based End-to-End Navigation
2021/05/20 by Zhijian Liu, Alexander Amini, Liu, Zhijian +9 · 5 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- DSD: Dense-Sparse-Dense Training for Deep Neural Networks
2016/07/15 by Song Han, Han, Song, Jeff Pool +21 · 7 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms
- Atomique: A Quantum Compiler for Reconfigurable Neutral Atom Arrays
2023/11/25 by Hanrui Wang, Pengyu Liu, Wang, Hanrui +15 · 8 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Parallel #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata #and Cluster Computing (cs.DC)
- Transformer-QEC: Quantum Error Correction Code Decoding with Transferable Transformers
2023/11/27 by Hanrui Wang, Pengyu Liu, Wang, Hanrui +13 · 7 citations
Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
- X-VILA: Cross-Modality Alignment for Large Language Model
2024/05/29 by Hanrong Ye, De-An Huang, Ye, Hanrong +19 · 9 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- 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 · 15 citations
Computer Science · Engineering · #Blind Source Separation Techniques #Advanced Algorithms and Applications #Neural Networks and Applications
- Q-Pilot: Field Programmable Qubit Array Compilation with Flying Ancillas
2023/11/26 by Hanrui Wang, Wang, Hanrui, Daniel Bochen Tan +11 · 5 citations
Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Observation of topological edge states in thermal diffusion
2021/07/13 by Hao Hu, Hu, Hao, Song Han +19 · 3 citations
Physics and Astronomy · #Classical Physics (physics.class-ph) #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Mechanics and Non-Hermitian Physics #Quantum, superfluid, helium dynamics #Topological Materials and Phenomena
- COAT: Compressing Optimizer states and Activation for Memory-Efficient FP8 Training
2024/10/25 by Haocheng Xi, Xi, Haocheng, Han Cai +11 · 6 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Efficient Sparse-Winograd Convolutional Neural Networks
2018/02/18 by Xingyu Liu, Liu, Xingyu, Jeff Pool +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Twilight: Adaptive Attention Sparsity with Hierarchical Top-p Pruning
2025/02/04 by Lin, Chaofan, Shuo Yang, Tang, Jiaming +13 · 7 citations
Computer Science · Decision Sciences · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Advanced Bandit Algorithms Research
- NAPA: Intermediate-level Variational Native-pulse Ansatz for Variational Quantum Algorithms
2022/08/02 by Zhiding Liang, Liang, Zhiding, Jinglei Cheng +18 · 3 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optical Network Technologies #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
2025/09/29 by Junsong Chen, Yuyang Zhao, Chen, Junsong +35 · 18 citations
Computer Science · #Advanced Data Compression Techniques #Video Coding and Compression Technologies #Digital Filter Design and Implementation
- Deep Generative Adversarial Networks for Compressed Sensing Automates MRI
2017/05/31 by Morteza Mardani, Mardani, Morteza, Enhao Gong +19 · 3 citations
Computer Science · Engineering · Medicine · #Advanced Image Processing Techniques #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
- 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)
- Hybrid Gate-Pulse Model for Variational Quantum Algorithms
2022/12/01 by Zhiding Liang, Zhixin Song, Liang, Zhiding +19 · 2 citations
Computer Science · #FOS: Electrical engineering #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Systems and Control (eess.SY) #electronic engineering #information engineering
- ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA
2016/12/01 by Song Han, Junlong Kang, Han, Song +21 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Wolf: Dense Video Captioning with a World Summarization Framework
2024/07/26 by Boyi Li, Ligeng Zhu, Li, Boyi +40 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Learning to Design Circuits
2018/12/05 by Hanrui Wang, Wang, Hanrui, Jiacheng Yang +5 · 1 citation
Engineering · #Advancements in Semiconductor Devices and Circuit Design #FOS: Computer and information sciences #Low-power high-performance VLSI design #Machine Learning (cs.LG) #VLSI and FPGA Design Techniques
- PatchNet -- Short-range Template Matching for Efficient Video Processing
2021/03/10 by Huizi Mao, Sibo Zhu, Mao, Huizi +5 · 1 citation
Computer Science · #Video Surveillance and Tracking Methods #Human Pose and Action Recognition #Video Analysis and Summarization
- Network Augmentation for Tiny Deep Learning
2021/10/17 by Han Cai, Chuang Gan, Cai, Han +5 · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adaptive Block-Scaled Data Types
2026/03/30 by Jack Cook, Hyemin S. Lee, Kathryn Le +4 · 1 voice
Computer Science · #cs.CL
- 3D Aware Region Prompted Vision Language Model
2025/09/16 by An‐Chieh Cheng, Yang Fu, Cheng, An-Chieh +23 · 7 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Robotics and Automated Systems
- Qplacer: Frequency-Aware Component Placement for Superconducting Quantum Computers
2024/01/30 by Junyao Zhang, Hanrui Wang, Zhang, Junyao +17 · 1 citation
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Physics of Superconductivity and Magnetism
- RobustState: Boosting Fidelity of Quantum State Preparation via Noise-Aware Variational Training
2023/11/27 by Hanrui Wang, Yilian Liu, Wang, Hanrui +23 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- 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
- 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
- Optimizing Mixture of Block Attention
2025/11/14 by Guangxuan Xiao, Xiao, Guangxuan, Junxian Guo +5 · 1 citation
Computer Science · #Network Packet Processing and Optimization #Graph Theory and Algorithms #Caching and Content Delivery
- Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification
2026/07/27 by Haopeng Li, Yitong Li, Junsong Chen +8
#cs.CV
- SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation
2026/07/23 by Junsong Chen, Jincheng Yu, Yitong Li +11
#cs.CV
- MIND-CAVs: Multi-Intelligence Negotiation and Decision System for CAVs based on Intent-Driven Autonomy
2026/07/16 by Mainak Mondal, Yihang Feng, Yangchao Luo +1
#cs.RO
- Lightning OPD 2.0: Mitigating Style Bias in Cross-Teacher On-Policy Distillation for Large Reasoning Models
2026/07/30 by Yecheng Wu, Song Han, Han Cai
Computer Science · #cs.CL