Li Chou

Assistant Professor, West Texas A&M University

Joined

March 2017

Names

Li Chou (Preferred)

Emails

****@utdallas.edu (Confirmed)

,

****@utdallas.edu (Confirmed)

,

****@rice.edu (Confirmed)

,

****@wtamu.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

West Texas A&M University (wtamu.edu)

2021 – Present

Postdoc

Rice University (rice.edu)

2019 – 2021

PhD student

University of Texas, Dallas (utdallas.edu)

2014 – 2019

Advisors, Relations & Conflicts

Postdoc Advisor

Anshumali Shrivastava

2019 – 2021

PhD Advisor

2014 – 2019

Expertise

Machine Learning

Present

Graphical Models

Present

Publications

One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams
Benjamin Coleman, Benito Geordie, Li Chou, Ryan A. Leo Elworth, Todd J. Treangen, Anshumali Shrivastava
- 2022 (modified: 19 Jul 2022)
- ICML 2022
- Readers: Everyone
Random Offset Block Embedding (ROBE) for compressed embedding tables in deep learning recommendation systems
Aditya Desai, Li Chou, Anshumali Shrivastava
- 2022 (modified: 19 Jul 2022)
- MLSys 2022
- Readers: Everyone
Efficient and Less Centralized Federated Learning
Li Chou, Zichang Liu, Zhuang Wang, Anshumali Shrivastava
- 2021 (modified: 19 Jul 2022)
- CoRR 2021
- Readers: Everyone
Efficient and Less Centralized Federated Learning
Li Chou, Zichang Liu, Zhuang Wang, Anshumali Shrivastava
- 2021 (modified: 19 Jul 2022)
- ECML/PKDD (1) 2021
- Readers: Everyone
Random Offset Block Embedding Array (ROBE) for CriteoTB Benchmark MLPerf DLRM Model : 1000× Compression and 2.7× Faster Inference
Aditya Desai, Li Chou, Anshumali Shrivastava
- 2021 (modified: 19 Jul 2022)
- CoRR 2021
- Readers: Everyone
Neighbor Oblivious Learning (NObLe) for Device Localization and Tracking
Zichang Liu, Li Chou, Anshumali Shrivastava
- 2021 (modified: 19 Jul 2022)
- DATE 2021
- Readers: Everyone
Semantically Constrained Memory Allocation (SCMA) for Embedding in Efficient Recommendation Systems
Aditya Desai, Yanzhou Pan, Kuangyuan Sun, Li Chou, Anshumali Shrivastava
- 2021 (modified: 19 Jul 2022)
- CoRR 2021
- Readers: Everyone
Neighbor Oblivious Learning (NObLe) for Device Localization and Tracking
Zichang Liu, Li Chou, Anshumali Shrivastava
- 2020 (modified: 19 Jul 2022)
- CoRR 2020
- Readers: Everyone
Automatic Parameter Tying: A New Approach for Regularized Parameter Learning in Markov Networks
Li Chou, Pracheta Sahoo, Somdeb Sarkhel, Nicholas Ruozzi, Vibhav Gogate
- 2018 (modified: 02 Mar 2020)
- AAAI 2018
- Readers: Everyone
Dissociation-Based Oblivious Bounds for Weighted Model Counting
Li Chou, Wolfgang Gatterbauer, Vibhav Gogate
- 2018 (modified: 19 Jul 2022)
- UAI 2018
- Readers: Everyone

View all 11 publications

Co-Authors