Hung Phan

According to our database, Hung Phan authored at least 19 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Synergy of machine learning and density functional theory calculations for predicting experimental Lewis base affinity and Lewis polybase binding atoms.

Hieu Huynh, Khanh Le, Linh Vu, Trang Nguyen, Matthew Holcomb, Stefano Forli, Hung Phan

J. Comput. Chem., July, 2024

PermitQA: A Benchmark for Retrieval Augmented Generation in Wind Siting and Permitting domain.

Rounak Meyur, Hung Phan, Sridevi Wagle, Jan Strube, Mahantesh Halappanavar, Sameera Horawalavithana, Anurag Acharya, Sai Munikoti

CoRR, 2024

RAG vs. Long Context: Examining Frontier Large Language Models for Environmental Review Document Comprehension.

Hung Phan, Anurag Acharya, Sarthak Chaturvedi, Shivam Sharma, Mike Parker, Dan Nally, Ali Jannesari, Karl Pazdernik, Mahantesh Halappanavar, Sai Munikoti, Sameera Horawalavithana

CoRR, 2024

The Landscape and Challenges of HPC Research and LLMs.

Le Chen, Nesreen K. Ahmed, Akash Dutta, Arijit Bhattacharjee, Sixing Yu, Quazi Ishtiaque Mahmud, Waqwoya Abebe, Hung Phan, Aishwarya Sarkar, Branden Butler, Niranjan Hasabnis, Gal Oren, Vy A. Vo, Juan Pablo Muñoz, Theodore L. Willke, Tim Mattson, Ali Jannesari

CoRR, 2024

Alimentation Deep Multiple Optimal Ant Colony Optimization to solve Vehicle Routing Problem with Time Windows.

Ha Minh Hieu, Hung Phan, Duc Chinh Tran, Duc Cuong Van, Dao Van Tung, Huynh Thi Thanh Binh

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Leveraging Statistical Machine Translation for Code Search.

Hung Phan, Ali Jannesari

Proceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering, 2024

2023

Learning to Parallelize with OpenMP by Augmented Heterogeneous AST Representation.

Le Chen, Quazi Ishtiaque Mahmud, Hung Phan, Nesreen K. Ahmed, Ali Jannesari

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

Integrating Information from Natural Language Parse Tree to Code Generation.

Hung Phan, Ali Jannesari

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark.

Hung Phan, Ali Jannesari

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

HybridNets: End-to-End Perception Network.

Dat Vu, Bao Ngo, Hung Phan

CoRR, 2022

Story Point Effort Estimation by Text Level Graph Neural Network.

Hung Phan, Ali Jannesari

CoRR, 2022

Story Point Level Classification by Text Level Graph Neural Network.

Hung Phan, Ali Jannesari

Proceedings of the 2022 IEEE/ACM 1st International Workshop on Natural Language-Based Software Engineering (NLBSE 2022), 2022

Heterogeneous Graph Neural Networks for Software Effort Estimation.

Hung Phan, Ali Jannesari

Proceedings of the ESEM '22: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement, Helsinki, Finland, September 19, 2022

2021

Generating Context-Aware API Calls from Natural Language Description Using Neural Embeddings and Machine Translation.

Hung Phan, Arushi Sharma, Ali Jannesari

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

2020

Suggesting natural method names to check name consistencies.

Son Nguyen, Hung Phan, Trinh Le, Tien N. Nguyen

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2019

Self Learning from Large Scale Code Corpus to Infer Structure of Method Invocations.

Hung Phan

CoRR, 2019

2018

Complementing global and local contexts in representing API descriptions to improve API retrieval tasks.

Thanh Van Nguyen, Ngoc M. Tran, Hung Phan, Trong Duc Nguyen, Linh H. Truong, Anh Tuan Nguyen, Hoan Anh Nguyen, Tien N. Nguyen

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Statistical learning of API fully qualified names in code snippets of online forums.

Hung Phan, Hoan Anh Nguyen, Ngoc M. Tran, Linh H. Truong, Anh Tuan Nguyen, Tien N. Nguyen

Proceedings of the 40th International Conference on Software Engineering, 2018

2017

Statistical Learning for Inference between Implementations and Documentation.

Hung Phan, Hoan Anh Nguyen, Tien N. Nguyen, Hridesh Rajan

Proceedings of the 39th IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Technologies Results Track, 2017