Shih-Yang Liu
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ICML (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
weight quantization
(2)
model quantization
(1)
post-training quantization
(1)
vision transformer
(1)
deep learning
(1)
efficient computing
(1)
time series forecasting
(1)
matrix prediction
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
parameter efficient fine-tuning
(1)
low-bit quantization
(1)
quantization-aware training
(1)
activation outlier
(1)
financial forecasting
(1)
activation quantization
(1)
large language model
(1)
neural network
(1)
floating-point quantization
(1)
portfolio risk
(1)
Papers
Hymba: A Hybrid-head Architecture for Small Language Models
ICLR 2025
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization
EMNLP 2024
DoRA: Weight-Decomposed Low-Rank Adaptation
ICML 2024
LLM-FP4: 4-Bit Floating-Point Quantized Transformers
EMNLP 2023
Oscillation-free Quantization for Low-bit Vision Transformers
ICML 2023
Forecasting Asset Dependencies to Reduce Portfolio Risk
AAAI 2022