Xiuyu Li
10 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 👥 Mega-Team · Squad 💎 Century Club · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(10)
Application Areas
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Optimization & Theory
(4)
Architectures
(3)
Natural Language Processing
(2)
Models
(2)
Computer Vision
(1)
Core Methods
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Learning Types
(1)
Resources & Methods
(1)
Keywords
diffusion model
(3)
efficient computing
(2)
visual language model
(2)
large language model
(2)
video generation
(1)
question answering
(1)
quantization
(1)
long context
(1)
image generation
(1)
singular value decomposition
(1)
sparsity
(1)
video understanding
(1)
parameter-efficient fine-tuning
(1)
node classification
(1)
attention head
(1)
computational cost
(1)
weight quantization
(1)
contextual sparsity
(1)
code generation
(1)
post-training quantization
(1)
Papers
LongVILA: Scaling Long-Context Visual Language Models for Long Videos
ICLR 2025
NVILA: Efficient Frontier Visual Language Models
CVPR 2025
SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity
ICML 2025
Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
ICML 2025
S*: Test Time Scaling for Code Generation
EMNLP 2025
SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models
ICLR 2025
LLoCO: Learning Long Contexts Offline
EMNLP 2024
SqueezeLLM: Dense-and-Sparse Quantization
ICML 2024
Q-Diffusion: Quantizing Diffusion Models
ICCV 2023
Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods
NeurIPS 2021