Weidong Liu
11 papers · 2019–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Cross-Pollinator (13)
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Renaissance Researcher
(5)
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Conference Polyglot
(7)
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Academic Marathon
(5)
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Century Club
(11)
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Keyword Collector
(66)
Conferences
JMLR (4)
NIPS (2)
COLING (1)
CVPR (1)
ICML (1)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
distributed learning
(3)
model quantization
(1)
communication complexity
(1)
image classification
(1)
semi-supervised learning
(1)
image generation
(1)
self-attention mechanism
(1)
statistical inference
(1)
binary classification
(1)
domain adaptation
(1)
style transfer
(1)
attention mechanism
(1)
neural machine translation
(1)
robust statistics
(1)
representation learning
(1)
matrix decomposition
(1)
distributed optimization
(1)
markov decision process
(1)
gradient descent
(1)
model compression
(1)
Papers
Distributed Estimation on Semi-Supervised Generalized Linear Model
JMLR 2024
OneBit: Towards Extremely Low-bit Large Language Models
NIPS 2024
Pluggable Neural Machine Translation Models via Memory-augmented Adapters
COLING 2024
ST$_k$: A Scalable Module for Solving Top-k Problems
NIPS 2024
Byzantine-tolerant distributed multiclass sparse linear discriminant analysis
UAI 2022
Variance Reduced Median-of-Means Estimator for Byzantine-Robust Distributed Inference
JMLR 2021
Bayesian Decision Process for Budget-efficient Crowdsourced Clustering
IJCAI 2020
Distributed High-dimensional Regression Under a Quantile Loss Function
JMLR 2020
Median Matrix Completion: from Embarrassment to Optimality
ICML 2020
Distributed Inference for Linear Support Vector Machine
JMLR 2019
Attention-Aware Multi-Stroke Style Transfer
CVPR 2019