Sotabase

Career

· Software Engineer Intern, Facebook2019–2019
· Software Development Intern, Google2017–2017
· Software Engineer Internship, Google2016–2016
· Doctor of Philosophy (Ph.D.), Computer Science, University of Illinois at Urbana-Champaign2015–2021
· R D Intern, VMware2015–2015

Publications (49)

A reinforcement learning method for human-robot collaboration in assembly tasks
Robotics Comput. Integr. Manuf. · 2022
141
cited
A novel knowledge graph-based optimization approach for resource allocation in discrete manufacturing workshops
Robotics Comput. Integr. Manuf. · 2021
130
cited
CausalKGPT: Industrial structure causal knowledge-enhanced large language model for cause analysis of quality problems in aerospace product manufacturing
Advanced Engineering Informatics · 2024
106
cited
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data
International Journal of Production Research · 2022
88
cited
Deep learning-based welding image recognition: A comprehensive review
Journal of manufacturing systems · 2023
84
cited
Pt–Ni octahedral nanocrystals as a class of highly active electrocatalysts toward the hydrogen evolution reaction in an alkaline electrolyte
2016
83
cited
High-Density Lithium-Ion Energy Storage Utilizing the Surface Redox Reactions in Folded Graphene Films
2015
81
cited
A Hybrid CNN–LSTM Algorithm for Online Defect Recognition of CO2 Welding
Italian National Conference on Sensors · 2018
79
cited
Transformer-based hierarchical latent space VAE for interpretable remaining useful life prediction
Advanced Engineering Informatics · 2022
59
cited
An expert knowledge-empowered CNN approach for welding radiographic image recognition
Advanced Engineering Informatics · 2023
54
cited
3DSMDA-Net: An improved 3DCNN with separable structure and multi-dimensional attention for welding status recognition
2021
49
cited
Biomass-derived carbonaceous positive electrodes for sustainable lithium-ion storage.
Nanoscale · 2016
40
cited
A state-of-the-art survey of welding radiographic image analysis: challenges, technologies and applications
Measurement · 2023
33
cited
A strategy transfer approach for intelligent human-robot collaborative assembly
Computers & industrial engineering · 2022
33
cited
Self-Assembled, Redox-Active Graphene Electrodes for High-Performance Energy Storage Devices.
Journal of Physical Chemistry Letters · 2014
33
cited
An attention-based bilinear feature extraction mechanism for fine-grained laser welding molten pool/keyhole defect recognition
Journal of Manufacturing Processes · 2023
26
cited
A Novel Period-Sensitive LSTM for Laser Welding Quality Prediction
IEEE Transactions on Industrial Informatics · 2025
26
cited
Assembly Information Model Based on Knowledge Graph
Journal of Shanghai Jiaotong University (Science) · 2020
25
cited
Learning semantic-specific visual representation for laser welding penetration status recognition
Science China Technological Sciences · 2021
24
cited
High surface area carbon from polyacrylonitrile for high-performance electrochemical capacitive energy storage
2016
23
cited
Sotabase
Tianyuan Liu | Researcher Profile | Sotabase | Sotabase