Ngai Wong
- Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies
2024/07/18 by Chaofan Tao, Qian Liu, Tao, Chaofan +14 · 1 voice · 32 citations
Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL
- Tensor Network alternating linear scheme for MIMO Volterra system identification
2016/07/01 by Kim Batselier, Batselier, Kim, Zhongming Chen +3 · 8 citations
Engineering · Mathematics · Physics and Astronomy · #Advanced Adaptive Filtering Techniques #Computational Engineering #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Finance #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Systems and Control (eess.SY) #Tensor decomposition and applications #and Science (cs.CE) #electronic engineering #information engineering
- Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models
2024/04/03 by Taiqiang Wu, Chaofan Tao, Wu, Taiqiang +8 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
- Autoregressive Models in Vision: A Survey
2024/11/08 by Jing Xiong, Xiong, Jing, Gongye Liu +37 · 19 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Infrared Target Detection Methodologies
- Mixture-of-Subspaces in Low-Rank Adaptation
2024/06/16 by Taiqiang Wu, Wu, Taiqiang, Jiahao Wang +5 · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- POPQORN: Quantifying Robustness of Recurrent Neural Networks
2019/05/17 by Ching-Yun Ko, Ko, Ching-Yun, Zhaoyang Lyu +9 · 5 citations
Computer Science · Engineering · Materials Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- A Survey on the Honesty of Large Language Models
2024/09/27 by Siheng Li, Li, Siheng, Cheng Yang +25 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning
2025/01/06 by Zhen Li, Yupeng Su, Li, Zhen +10 · 11 citations
Engineering · #Advancements in Semiconductor Devices and Circuit Design #Analog and Mixed-Signal Circuit Design #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semiconductor materials and devices
- Compression of Generative Pre-trained Language Models via Quantization
2022/03/21 by Chaofan Tao, Lu Hou, Tao, Chaofan +12 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Taming Lookup Tables for Efficient Image Retouching
2024/03/28 by Sidi Yang, Binxiao Huang, Yang, Sidi +11 · 6 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
- LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models
2024/02/18 by Yifan Yang, Jiajun Zhou, Yang, Yifan +5 · 5 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tensor decomposition and applications #Topic Modeling
- ASMR: Activation-sharing Multi-resolution Coordinate Networks For Efficient Inference
2024/05/20 by Jason Chun Lok Li, Steven Tin Sui Luo, Li, Jason Chun Lok +5 · 5 citations
Computer Science · Neuroscience · #AI in cancer detection #Advanced Neural Network Applications #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning Spatially Collaged Fourier Bases for Implicit Neural Representation
2023/12/28 by Jason Chun Lok Li, Li, Jason Chun Lok, Chang Liu +5 · 4 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Parallelized Tensor Train Learning of Polynomial Classifiers
2016/12/20 by Zhongming Chen, Kim Batselier, Chen, Zhongming +5 · 2 citations
Mathematics · Computer Science · #Tensor decomposition and applications #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications
- TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
2025/06/09 by Yuan Chang, Chang, Yuan, Ziyue Li +14 · 11 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
- DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables
2025/03/20 by Sidi Yang, Yang, Sidi, Binxiao Huang +9 · 6 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods
- Symmetric Tensor Decomposition by an Iterative Eigendecomposition Algorithm
2014/09/17 by Kim Batselier, Ngai Wong, Batselier, Kim +1 · 1 citation
Engineering · Mathematics · #Advanced Adaptive Filtering Techniques #FOS: Mathematics #Numerical Analysis (math.NA) #Power System Optimization and Stability #Tensor decomposition and applications
- Fast and Accurate Tensor Completion with Total Variation Regularized Tensor Trains
2018/04/17 by Ching-Yun Ko, Kim Batselier, Ko, Ching-Yun +5 · 2 citations
Engineering · Mathematics · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
- ParallelComp: Parallel Long-Context Compressor for Length Extrapolation
2025/02/20 by Jing Xiong, Xiong, Jing, Jian Shen +17 · 8 citations
Engineering · #Astronomical Observations and Instrumentation #Computation and Language (cs.CL) #Embedded Systems and FPGA Design #FOS: Computer and information sciences #Heat Transfer and Optimization
- Computing low-rank approximations of large-scale matrices with the Tensor Network randomized SVD
2017/07/25 by Kim Batselier, Batselier, Kim, Wenjian Yu +5 · 1 citation
Computer Science · Engineering · Mathematics · #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications
- Tensor network subspace identification of polynomial state space models
2017/09/26 by Kim Batselier, Ching Yun Ko, Batselier, Kim +3 · 1 citation
Chemistry · Mathematics · Medicine · #Advanced NMR Techniques and Applications #Advanced Neuroimaging Techniques and Applications #FOS: Electrical engineering #Systems and Control (eess.SY) #Tensor decomposition and applications #electronic engineering #information engineering
- UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation
2024/10/03 by Zixuan Li, Li, Zixuan, Jing Xiong +21 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech Recognition and Synthesis
- S3-Net: A Fast and Lightweight Video Scene Understanding Network by Single-shot Segmentation
2020/11/04 by Yuan Cheng, Cheng, Yuan, Yuchao Yang +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- EZCrop: Energy-Zoned Channels for Robust Output Pruning
2021/05/08 by Rui Lin, Jie Ran, Lin, Rui +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Animal Vocal Communication and Behavior #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models
2025/02/17 by Jiajun Zhou, Zhou, Jiajun, Yifan Yang +15 · 4 citations
Computer Science · #Topic Modeling #Speech Recognition and Synthesis
- Deformable Butterfly: A Highly Structured and Sparse Linear Transform
2022/03/25 by Rui Lin, Lin, Rui, Jie Ran +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Neural Networks and Applications #Optical measurement and interference techniques
- MAP-Gen: An Automated 3D-Box Annotation Flow with Multimodal Attention Point Generator
2022/03/29 by Chang Liu, Liu, Chang, Xiaoyan Qian +8 · 1 citation
Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- Multimodal Transformer for Automatic 3D Annotation and Object Detection
2022/07/20 by Chang Liu, Xiaoyan Qian, Liu, Chang +10 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Robotics and Sensor-Based Localization
- Context-Aware Transformer for 3D Point Cloud Automatic Annotation
2023/03/27 by Xiaoyan Qian, Chang Liu, Qian, Xiaoyan +8 · 1 citation
Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Poisoning-based Backdoor Attacks for Arbitrary Target Label with Positive Triggers
2024/05/09 by Binxiao Huang, Jason Chun Lok, Huang, Binxiao +5 · 1 citation
Computer Science · #Computational Drug Discovery Methods #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- LLM-NEO: Parameter Efficient Knowledge Distillation for Large Language Models
2024/11/11 by Yang, Runming, Taiqiang Wu, Wu, Taiqiang +9 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Binary Weight Multi-Bit Activation Quantization for Compute-in-Memory CNN Accelerators
2025/08/29 by Weitao Zhou, Zhengwu Liu, Zhou, Wenyong +5 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Big Data and Digital Economy #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
- LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models
2024/08/20 by Yupeng Su, Su, Yupeng, Ziyi Guan +14 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- HPD: Hybrid Projection Decomposition for Robust State Space Models on Analog CIM Hardware
2025/08/16 by Feng, Yuannuo, Wenyong Zhou, Zhou, Wenyong +8 · 1 citation
Engineering · #Power Systems and Technologies
- Selective KV Cache Protection for Noise-Resilient LLM Inference on Analog Compute-In-Memory Systems
2026/07/31 by Yuannuo Feng, Wenyong Zhou, Yuang Ma +5
Computer Science · #cs.AR