Sotabase

Career

· Applied Researcher, eBay2023–
· Machine Learning Postdoc, Berkeley Lab2021–2021
· Machine Learning Engineer, Tula Technology2021–2023
· Data Engineer, Gotion Inc.2020–2020
· Doctor of Philosophy - PhD, Mechanical Engineering, Iowa State University2016–2020
· Machine Learning Research Assistant, Iowa State University2016–2020
· Master of Science - MS, Engineering, Sichuan University2013–2016
· Bachelor of Science - BS, Engineering, Sichuan University2009–2013

Publications (151)

The Llama 3 Herd of Models
2024
12,282
cited
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
arXiv.org · 2022
2,792
cited
Multitask Prompted Training Enables Zero-Shot Task Generalization
arXiv.org · 2021
1,920
cited
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT
AAAI Conference on Artificial Intelligence · 2019
636
cited
Aligning Large Multimodal Models with Factually Augmented RLHF
Annual Meeting of the Association for Computational Linguistics · 2023
609
cited
Crosslingual Generalization through Multitask Finetuning
Annual Meeting of the Association for Computational Linguistics · 2023
556
cited
AgentBench: Evaluating LLMs as Agents
International Conference on Learning Representations · 2023
531
cited
How Much Can CLIP Benefit Vision-and-Language Tasks?
International Conference on Learning Representations · 2021
476
cited
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning
AAAI Conference on Artificial Intelligence · 2020
345
cited
RAFT: Adapting Language Model to Domain Specific RAG
arXiv.org · 2024
307
cited
Poisoning Language Models During Instruction Tuning
International Conference on Machine Learning · 2023
282
cited
SqueezeLLM: Dense-and-Sparse Quantization
International Conference on Machine Learning · 2023
268
cited
Activity and Stability Boosting of Oxygen-Vacancy-Rich BiVO4 Photoanode by NiFe-MOFs Thin Layer for Water Oxidation.
Angewandte Chemie · 2020
253
cited
Graphene Plasmonic Metasurfaces to Steer Infrared Light
Scientific Reports · 2015
217
cited
Large‐Scale Nanophotonic Solar Selective Absorbers for High‐Efficiency Solar Thermal Energy Conversion
Advances in Materials · 2015
207
cited
Inaudible Voice Commands: The Long-Range Attack and Defense
Symposium on Networked Systems Design and Implementation · 2018
203
cited
Learned Token Pruning for Transformers
Knowledge Discovery and Data Mining · 2021
194
cited
Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
International Conference on Machine Learning · 2020
173
cited
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
arXiv.org · 2020
153
cited
Temperature-gated thermal rectifier for active heat flow control.
Nano letters (Print) · 2013
138
cited
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