Shiyao Li
8 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(30)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Computer Vision
(4)
Deep Learning
(4)
Application Areas
(4)
Core AI
(4)
Robotics
(3)
Analysis
(3)
Capabilities
(3)
Models
(3)
Natural Language Processing
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Architectures
(1)
Generation
(1)
Keywords
post-training quantization
(3)
active mapping
(2)
3d reconstruction
(2)
large language model
(2)
prompt engineering
(1)
curriculum learning
(1)
image generation
(1)
data augmentation
(1)
catastrophic forgetting
(1)
in-context learning
(1)
knowledge distillation
(1)
trajectory prediction
(1)
class-incremental learning
(1)
efficient computing
(1)
vision-language model
(1)
tree search
(1)
memory optimization
(1)
weak-to-strong generalization
(1)
weight quantization
(1)
video generation
(1)
Papers
MAGICIAN: Efficient Long-Term Planning with Imagined Gaussians for Active Mapping
CVPR 2026
Paparazzo: Active Mapping of Moving 3D Objects
CVPR 2026
MBQ: Modality-Balanced Quantization for Large Vision-Language Models
CVPR 2025
NextBestPath: Efficient 3D Mapping of Unseen Environments
ICLR 2025
ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation
ICLR 2025
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
NeurIPS 2024
Evaluating Quantized Large Language Models
ICML 2024
TCP: Triplet Contrastive-Relationship Preserving for Class-Incremental Learning
WACV 2024