Yingtao Zhang
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
ICLR (2)
ICML (2)
ACML (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
model compression
(1)
model quantization
(1)
zero-shot learning
(1)
data augmentation
(1)
quality estimation
(1)
multitask learning
(1)
imbalanced classification
(1)
weight quantization
(1)
outlier mitigation
(1)
rotation transformation
(1)
weight activation quantization
(1)
oversampling method
(1)
synthetic sample
(1)
neighbor selection
(1)
rotation matrix
(1)
word-level prediction
(1)
multilingual transformer
(1)
activation outlier
(1)
monte carlo dropout
(1)
activation quantization
(1)
Papers
Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks
ICML 2025
Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models
ICML 2025
Plug-and-Play: An Efficient Post-training Pruning Method for Large Language Models
ICLR 2024
Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning
ICLR 2024
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
NIPS 2024
HW-TSCβs Participation at WMT 2021 Quality Estimation Shared Task
EMNLP 2021
ExNN-SMOTE: Extended Natural Neighbors Based SMOTE to Deal with Imbalanced Data
ACML 2021