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Articles by Zhihang Yuan

MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual Cues
7 March 2025 by Zhaofeng Hu and others
Computer Vision and Pattern Recognition, Robotics
GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning
24 February 2025 by Sifan Zhou and others
Machine Learning, Artificial Intelligence
DLFR-VAE: Dynamic Latent Frame Rate VAE for Video Generation
17 February 2025 by Zhihang Yuan and others
Computer Vision and Pattern Recognition, Artificial Intelligence
MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods
6 February 2025 by Zukang Xu and others
Machine Learning, Artificial Intelligence
MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static Quantization
1 February 2025 by Jiangyong Yu and others
Computer Vision and Pattern Recognition, Artificial Intelligence
OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
23 January 2025 by Xing Hu and others
Machine Learning, Artificial Intelligence
The Pristine survey. XXVI. Chemical abundances of subgiant stars of the extremelymetal-poor stream C-19
30 December 2024 by Piercarlo Bonifacio and others at LogoMPIA
Astrophysics of Galaxies
E-CAR: Efficient Continuous Autoregressive Image Generation via Multistage Modeling
19 December 2024 by Zhihang Yuan and others
Computer Vision and Pattern Recognition, Artificial Intelligence
HR-GO I: Comprehensive NLTE abundance analysis of the Cetus stream
16 December 2024 by T. Sitnova and others
Astrophysics of Galaxies, Solar and Stellar Astrophysics
LiteVAR: Compressing Visual Autoregressive Modelling with Efficient Attention and Quantization
26 November 2024 by Rui Xie and others
Computer Vision and Pattern Recognition
scCancerExplorer: a comprehensive database for interactively exploring single-cell multi-omics data of human pan-cancer
19 November 2024 by Cui Huang and others at LogoNanjing Medical University
Cancer Biology
Dysregulated Neurofluid Coupling as a New Noninvasive Biomarker for Primary Progressive Aphasia
14 November 2024 by Xinning Zeng and others
Neuroscience
SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models
12 November 2024 by Haojie Duanmu and others at LogoPeking University
Machine Learning, Computation and Language
ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models
29 October 2024 by Zhihang Yuan and others
Computation and Language
CSKV: Training-Efficient Channel Shrinking for KV Cache in Long-Context Scenarios
18 October 2024 by Luning Wang and others
Machine Learning, Artificial Intelligence
DiTFastAttn: Attention Compression for Diffusion Transformer Models
18 October 2024 by Zhihang Yuan and others
Computer Vision and Pattern Recognition
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training
14 October 2024 by Kai Wang and others at LogoNational University of Singapore
Machine Learning, Artificial Intelligence
Mechanical force regulates ligand binding and function of PD-1
27 September 2024 by Ke Li and others at LogoGeorgia Institute of Technology
Immunology
Information Entropy Guided Height-aware Histogram for Quantization-friendly Pillar Feature Encoder
20 September 2024 by Sifan Zhou and others
Computer Vision and Pattern Recognition, Robotics
QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning
6 September 2024 by Haoxuan Wang and others
Computer Vision and Pattern Recognition
A Survey on Efficient Inference for Large Language Models
19 July 2024 by Zixuan Zhou and others at LogoShanghai Jiaotong University
Computation and Language, Artificial Intelligence
Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding
17 July 2024 by Chuanhao Sun and others
Machine Learning
ARDSFlag: An NLP/Machine Learning Algorithm to Visualize and Detect High-Probability ARDS Admissions Independent of Provider Recognition and Billing Codes
16 July 2024 by A. Gandomi and others
Health Informatics
PTQ4ViT: Post-training quantization for vision transformers with twin uniform quantization
23 June 2024 by Zhihang Yuan and others
Computer Vision and Pattern Recognition
Cooperative Gsx2-DNA Binding Requires DNA Bending and a Novel Gsx2 Homeodomain Interface
14 June 2024 by Jim Webb and others
Biochemistry
I-LLM: Efficient Integer-Only Inference for Fully-Quantized Low-Bit Large Language Models
5 June 2024 by Xing Hu and others
Machine Learning, Artificial Intelligence
LLM Inference Unveiled: Survey and Roofline Model Insights
1 May 2024 by Zhihang Yuan and others at LogoPeking University
Computation and Language, Artificial Intelligence
PillarTrack: Redesigning Pillar-based Transformer Network for Single Object Tracking on Point Clouds
11 April 2024 by Weisheng Xu and others
Computer Vision and Pattern Recognition
Investigation of HLA susceptibility alleles and genotypes with hematological disease among Chinese Han population
9 April 2024 by Zibin Zheng and others
Hematology
Algorithm-hardware co-design for Energy-Efficient A/D conversion in ReRAM-based accelerators
8 March 2024 by Chenguang Zhang and others at LogoPeking University
Hardware Architecture
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