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Career

· PhD candidate, University of Toronto, Department of Computer Science2021–

Publications (11)

Code Prediction by Feeding Trees to Transformers
International Conference on Software Engineering · 2020
238
cited
Generalizing Word Embeddings using Bag of Subwords
Conference on Empirical Methods in Natural Language Processing · 2018
48
cited
Large Language Models of Code Fail at Completing Code with Potential Bugs
Neural Information Processing Systems · 2023
44
cited
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion
AAAI Conference on Artificial Intelligence · 2023
28
cited
Neural-augmented static analysis of Android communication
ESEC/SIGSOFT FSE · 2018
22
cited
The Effect of Network Width on the Performance of Large-batch Training
Neural Information Processing Systems · 2018
22
cited
Counting Hypergraph Matchings up to Uniqueness Threshold
International Workshop and International Workshop on Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques · 2015
11
cited
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding
Findings · 2020
5
cited
Lab: Image Inpainting using Online Dictionary Learning
2019
Learning Comment Topics from Code
2016
Low Resolution Facial Landmark Detection with Improved Convolutional Neural Network
2016
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Jinman Zhao | Researcher Profile | Sotabase | Sotabase