Sotabase

Career

· Machine Learning Engineer, Covariant.ai2018–
· PhD in Computer Science, University of California, Berkeley2018–
· M.S., Electrical Engineering and Computer Science, University of California, Berkeley2017–2018
· Intern, Quora2016–2016
· Intern, Dropbox2015–2015
· Researcher, Robot Learning Lab2015–
· B.S., Electrical Engineering and Computer Science, University of California, Berkeley2014–2017

Publications (62)

Stochastic Optimization for Unit Commitment—A Review
IEEE Transactions on Power Systems · 2015
581
cited
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image
IEEE International Conference on Computer Vision · 2020
241
cited
De-anonymizing Programmers via Code Stylometry
USENIX Security Symposium · 2015
224
cited
Co-optimization of electricity transmission and generation resources for planning and policy analysis: review of concepts and modeling approaches
2016
135
cited
Economic and Emissions Implications of Load-Based, Source-Based, and First-Seller Emissions Trading Programs Under California AB32
Operational Research · 2008
81
cited
Learning to Factorize and Relight a City
European Conference on Computer Vision · 2020
51
cited
OpenAI GPT-5 System Card
2025
46
cited
Comparisons of Auction Designs Through Multiagent Learning in Peer-to-Peer Energy Trading
IEEE Transactions on Smart Grid · 2023
36
cited
Power Market Model in Presence of Strategic Prosumers
IEEE Transactions on Power Systems · 2020
36
cited
Pure tensor program rewriting via access patterns (representation pearl)
MAPS@PLDI · 2021
36
cited
Tacit collusion games in pool-based electricity markets under transmission constraints
Mathematical programming · 2013
35
cited
Quantifying System-Level Benefits from Distributed Solar and Energy Storage
2012
30
cited
The effects of electric vehicles on residential households in the city of Indianapolis
2012
30
cited
An 8$\,\times\,$ 5 Gb/s Parallel Receiver With Collaborative Timing Recovery
IEEE Journal of Solid-State Circuits · 2009
25
cited
An assessment of alternative carbon mitigation policies for achieving the emissions reduction of the Clean Power Plan: Case study for the state of Indiana
2016
22
cited
Optimal Retail Tariff Design With Prosumers: Pursuing Equity at the Expenses of Economic Efficiencies?
IEEE Transactions on Energy Markets, Policy and Regulation · 2022
14
cited
Repopulating Street Scenes
Computer Vision and Pattern Recognition · 2021
13
cited
Multi-Agent Decentralized Network Interdiction Games
2015
12
cited
Electricity Demand Response under Real-Time Pricing: A Multi-armed Bandit Game
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference · 2018
10
cited
Laser and Photonic Systems Integration: Emerging Innovations and Framework for Research and Education
2013
9
cited
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Andrew Liu | Researcher Profile | Sotabase | Sotabase