Sotabase

Career

· Assistant Professor, University of Southern California
· Professor, University of Southern California

Publications (607)

Hierarchical Graph Representation Learning with Differentiable Pooling
Neural Information Processing Systems · 2018
2,388
cited
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
arXiv.org · 2022
2,201
cited
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
International Conference on Machine Learning · 2018
957
cited
Personalized entity recommendation: a heterogeneous information network approach
Web Search and Data Mining · 2014
754
cited
Faith and Fate: Limits of Transformers on Compositionality
Neural Information Processing Systems · 2023
512
cited
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning
Conference on Empirical Methods in Natural Language Processing · 2019
512
cited
Dynamic Network Embedding by Modeling Triadic Closure Process
AAAI Conference on Artificial Intelligence · 2018
498
cited
Etiological and epidemiological features of acute respiratory infections in China
Nature Communications · 2021
389
cited
Empower Sequence Labeling with Task-Aware Neural Language Model
AAAI Conference on Artificial Intelligence · 2017
349
cited
Automated Phrase Mining from Massive Text Corpora
IEEE Transactions on Knowledge and Data Engineering · 2017
318
cited
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases
The Web Conference · 2016
314
cited
Cross-type Biomedical Named Entity Recognition with Deep Multi-Task Learning
bioRxiv · 2018
260
cited
Jointly Learning Explainable Rules for Recommendation with Knowledge Graph
The Web Conference · 2019
236
cited
Learning Named Entity Tagger using Domain-Specific Dictionary
Conference on Empirical Methods in Natural Language Processing · 2018
226
cited
Changing Epidemiology of Human Brucellosis, China, 1955–2014
Emerging Infectious Diseases · 2017
222
cited
Global epidemiology of avian influenza A(H5N1) virus infection in humans, 1997 – 2015: a systematic review
Lancet. Infectious Diseases (Print) · 2016
221
cited
The changing epidemiology of dengue in China, 1990-2014: a descriptive analysis of 25 years of nationwide surveillance data
BMC Medicine · 2015
216
cited
Mining Quality Phrases from Massive Text Corpora
SIGMOD Conference · 2015
204
cited
Recommendation in heterogeneous information networks with implicit user feedback
ACM Conference on Recommender Systems · 2013
204
cited
Recent advances on the manganese cobalt oxides as electrode materials for supercapacitor applications: A comprehensive review
Journal of Energy Storage · 2023
200
cited
Sotabase