Lintao Zhang
6 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
π
Renaissance Researcher
(6)
π
Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Optimization & Theory Β· Deep Learning
(3)
Learning Types
(2)
Optimization & Theory Β· Machine Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications Β· Reinforcement Learning
(1)
Applications Β· Natural Language Processing
(1)
Keywords
unsupervised learning
(1)
deep reinforcement learning
(1)
sample efficiency
(1)
neural network training
(1)
hierarchical clustering
(1)
task-oriented dialogue
(1)
intent classification
(1)
neural network optimization
(1)
deep learning training
(1)
game playing
(1)
episodic memory
(1)
model parallelization
(1)
convolutional neural network
(1)
deep neural network
(1)
atari game
(1)
evolutionary algorithm
(1)
inference acceleration
(1)
hardware acceleration
(1)
low-bit quantization
(1)
model compression
(1)
Papers
nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training
OSDI 2024
OpEvo: An Evolutionary Method for Tensor Operator Optimization
AAAI 2021
Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks
OSDI 2020
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization
CVPR 2019
Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning
EMNLP 2018
Episodic Memory Deep Q-Networks
IJCAI 2018