Zi Yang
7 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8) π Cross-Pollinator (10)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(19)
π£
Hot Topic Early Bird
Conferences
EMNLP (3)
NIPS (2)
AISTATS (1)
INTERSPEECH (1)
Top co-authors
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
MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization
NIPS 2024
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization
NIPS 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