Zi Yang
7 papers · 2017–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Application Areas
(5)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory · Machine Learning
(4)
Architectures
(3)
Optimization & Theory · Deep Learning
(3)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Methods
(1)
Optimization
(1)
Techniques
(1)
Understanding
(1)
Keywords
model compression
(5)
large language model
(2)
transformer model
(2)
post-training quantization
(1)
computational efficiency
(1)
tensor decomposition
(1)
sample complexity
(1)
model pruning
(1)
parallel optimization
(1)
best arm identification
(1)
training efficiency
(1)
multi-objective optimization
(1)
proximal gradient descent
(1)
multi-armed bandit
(1)
delayed feedback
(1)
memory efficiency
(1)
feed-forward network
(1)
residual module
(1)
weight magnitude reduction
(1)
training optimization
(1)
Papers
CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation
EMNLP 2025
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
NeurIPS 2024
MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization
NeurIPS 2024
Quantization-aware and Tensor-compressed Training of Transformers for Natural Language Understanding
Interspeech 2023
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior
EMNLP 2020
Best arm identification in multi-armed bandits with delayed feedback
AISTATS 2018
Structural Embedding of Syntactic Trees for Machine Comprehension
EMNLP 2017