Shiyao Li
6 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (20)
β
The Questioner
Conferences
ICLR (2)
CVPR (1)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
model compression
(1)
post-training quantization
(1)
catastrophic forgetting
(1)
knowledge distillation
(1)
in-context learning
(1)
prompt engineering
(1)
class-incremental learning
(1)
efficient computing
(1)
vision-language model
(1)
weak-to-strong generalization
(1)
learning by teaching
(1)
reasoning improvement
(1)
large language model
(1)
gpu kernel
(1)
memory buffer
(1)
modality-balanced quantization
(1)
quantization sensitivity
(1)
triplet contrastive loss
(1)
feature relationship preservation
(1)
asymmetric augmentation
(1)
Papers
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
NIPS 2024
Evaluating Quantized Large Language Models
ICML 2024
TCP: Triplet Contrastive-Relationship Preserving for Class-Incremental Learning
WACV 2024