Kwei-Herng Lai
6 papers · 2019–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (6)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(19)
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Trend Setter
Conferences
IJCAI (4)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
reinforcement learning
(3)
automated machine learning
(2)
continuous control
(2)
anomaly detection
(1)
knowledge distillation
(1)
policy learning
(1)
video understanding
(1)
outlier detection
(1)
time series
(1)
off-policy learning
(1)
collaborative learning
(1)
hyperparameter tuning
(1)
feature engineering
(1)
recommender system
(1)
device placement
(1)
distributed system
(1)
imperfect information game
(1)
experience replay optimization
(1)
replay policy
(1)
policy distillation
(1)
Papers
DreamShard: Generalizable Embedding Table Placement for Recommender Systems
NIPS 2022
AutoVideo: An Automated Video Action Recognition System
IJCAI 2022
TODS: An Automated Time Series Outlier Detection System
AAAI 2021
Dual Policy Distillation
IJCAI 2020
RLCard: A Platform for Reinforcement Learning in Card Games
IJCAI 2020
Experience Replay Optimization
IJCAI 2019