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Eric Liang
Observed name:
Liang, Eric
Institutions:
University of Illinois Urbana-Champaign,
Databricks (United States)
Observed institutions:
University of Illinois Urbana-Champaign,
Databricks (United States),
San Jose State University,
University of California, Berkeley,
Stanford University
ORCID:
0000-0002-3760-6845
Observed ORCID:
0000-0002-3760-6845
OpenAlex ID:
A5064891668
Tune: A Research Platform for Distributed Model Selection and Training
2018
·
Liaw, Richard
, Liang, Eric
, et al.
·
arXiv (Cornell University)
·
1,304
PDF
Ray: A Distributed Framework for Emerging AI Applications
2017
·
Moritz, Philipp
, Nishihara, Robert
, et al.
·
arXiv (Cornell University)
·
1,051
PDF
RLlib: Abstractions for Distributed Reinforcement Learning
2017
·
Liang, Eric
, Liaw, Richard
, et al.
·
arXiv (Cornell University)
·
676
PDF
Autonomous Inverted Helicopter Flight via Reinforcement Learning
2006
·
Andrew Y. Ng
, Adam Coates
, et al.
·
Springer tracts in advanced robotics
·
564
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules
2019
·
Ho, Daniel
, Liang, Eric
, et al.
·
arXiv (Cornell University)
·
320
PDF
Deep unsupervised cardinality estimation
2019
·
Zongheng Yang
, Eric Liang
, et al.
·
Proceedings of the VLDB Endowment
·
265
PDF
NeuroCard: one cardinality estimator for all tables
2020
·
Zongheng Yang
, Amog Kamsetty
, et al.
·
Proceedings of the VLDB Endowment
·
248
PDF
RLlib: Abstractions for Distributed Reinforcement Learning
2018
·
Eric Liang
, Richard Liaw
, et al.
·
International Conference on Machine Learning
·
189
Neural packet classification
2019
·
Eric Liang
, Hang Zhu
, et al.
·
ACM Special Interest Group on Data Communication
·
156
PDF
Benchmarks for reinforcement learning in mixed-autonomy traffic
2018
·
Eugene Vinitsky
, Aboudy Kreidieh
, et al.
·
Conference on Robot Learning
·
113
Ray RLLib: A Composable and Scalable Reinforcement Learning Library
2017
·
Eric Liang
, Richard Liaw
, et al.
·
arXiv (Cornell University)
·
111
SparkR: Scaling R Programs with Spark
2016
·
Shivaram Venkataraman
, Zongheng Yang
, et al.
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
65
PDF
Location-based image retrieval for urban environments
2011
·
Jerry Zhang
, Aaron Hallquist
, et al.
·
Proceedings - International Conference on Image Processing
·
40
Generalized scale independence through incremental precomputation
2013
·
Michael Armbrust
, Eric Liang
, et al.
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
38
Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems
2021
·
Siyuan Zhuang
, Zhuohan Li
, et al.
·
ACM SIGCOMM Conference (SIGCOMM)
·
22
PDF
IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks
2019
·
Luo, Michael
, Yao, Jiahao
, et al.
·
arXiv (Cornell University)
·
14
PDF
Selectivity Estimation with Deep Likelihood Models
2019
·
Zongheng Yang
, Eric Liang
, et al.
·
arXiv (Cornell University)
·
14
Ownership: A Distributed Futures System for Fine-Grained Tasks
2021
·
Stephanie Wang
, Eric Liang
, et al.
·
Networked Systems Design and Implementation
·
11
RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem
2020
·
Liang, Eric
, Wu, Zhanghao
, et al.
·
arXiv (Cornell University)
·
11
PDF
Exoshuffle: An Extensible Shuffle Architecture
2023
·
Frank Sifei Luan
, Stephanie Wang
, et al.
·
ACM SIGCOMM Conference (SIGCOMM)
·
10
PDF
Predicting pedestrian crosswalk behavior using Convolutional Neural Networks
2023
·
Eric Liang
, Mark Stamp
·
Traffic Injury Prevention
·
8
PDF
Ray Data: A dynamic and scalable system for heterogeneous data processing
2025
·
Luan, Frank Sifei
, Wang, Ron Yifeng
, et al.
·
arXiv (Cornell University)
·
5
PDF
Variable Skipping for Autoregressive Range Density Estimation
2020
·
Liang, Eric
, Yang, Zongheng
, et al.
·
arXiv (Cornell University)
·
4
PDF
Exoshuffle-CloudSort
2023
·
Luan, Frank Sifei
, Wang, Stephanie
, et al.
·
arXiv (Cornell University)
·
3
PDF
Task-Relevant Embeddings for Robust Perception in Reinforcement Learning
2018
·
Eric Liang
, Roy Fox
, et al.
·
International Conference on Machine Learning
·
3
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Works count:
36
Citation count:
5,249
H-index:
15
I10-index:
20
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