Ziyue Liu
6 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
🗺️
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Application Areas
(3)
Models
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
large language model
(4)
model compression
(3)
memory efficiency
(2)
multimodal learning
(1)
image synthesis
(1)
computational efficiency
(1)
tensor decomposition
(1)
training optimization
(1)
training efficiency
(1)
multi-objective optimization
(1)
multimodal retrieval
(1)
diffusion model
(1)
zeroth-order optimization
(1)
vision-language model
(1)
parameter efficiency
(1)
low-precision training
(1)
tensor optimization
(1)
rank adaptation
(1)
parameter compression
(1)
stochastic rounding
(1)
Papers
Linguistically-Informed Evaluation of LLMs on Acceptability Judgments in a Forced-Choice Paradigm
ACL 2026
CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation
EMNLP 2025
LOTS of Fashion! Multi-Conditioning for Image Generation via Sketch-Text Pairing
ICCV 2025
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models
EMNLP 2025
Seeing the Abstract: Translating the Abstract Language for Vision Language Models
CVPR 2025
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
NeurIPS 2024