| 2026 | ACL | CodeWiki: Evaluating AI's Ability to Generate Holistic Documentation for Large-Scale Codebases. | Anh Nguyen Hoang, Minh Le-Anh, Bach Le, Nghi D. Q. Bui |
| 2025 | ICLR | CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs. | Dung Manh Nguyen, Thang Chau Phan, Nam Le Hai, Tien-Thong Doan, Nam V. Nguyen, Quang Pham, Nghi D. Q. Bui |
| 2025 | NAACL | On the Impacts of Contexts on Repository-Level Code Generation. | Nam Le Hai, Dung Manh Nguyen, Nghi D. Q. Bui |
| 2025 | NAACL | VisualCoder: Guiding Large Language Models in Code Execution with Fine-grained Multimodal Chain-of-Thought Reasoning. | Cuong Chi Le, Hoang Chau Truong Vinh, Huy Nhat Phan, Dung Duy Le, Tien N. Nguyen, Nghi D. Q. Bui |
| 2024 | EACL | DocChecker: Bootstrapping Code Large Language Model for Detecting and Resolving Code-Comment Inconsistencies. | Anh Dau, Jin L. C. Guo, Nghi D. Q. Bui |
| 2023 | ACL | Class based Influence Functions for Error Detection. | Thang Nguyen-Duc, Hoang Thanh-Tung, Quan Hung Tran, Huu-Tien Dang, Hieu Nguyen, Anh T. V. Dau, Nghi D. Q. Bui |
| 2023 | ACL | Better Language Models of Code through Self-Improvement. | Hung Quoc To, Nghi D. Q. Bui, Jin L. C. Guo, Tien N. Nguyen |
| 2023 | EMNLP | The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation. | Dung Nguyen Manh, Le Nam Hai, Anh T. V. Dau, Anh Minh Nguyen, Khanh Nghiem, Jin Guo, Nghi D. Q. Bui |
| 2023 | EMNLP | CodeT5+: Open Code Large Language Models for Code Understanding and Generation. | Yue Wang, Hung Le, Akhilesh Gotmare, Nghi D. Q. Bui, Junnan Li, Steven C. H. Hoi |
| 2021 | AAAI | TreeCaps: Tree-Based Capsule Networks for Source Code Processing. | Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang |
| 2021 | ICSE | InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees. | Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang |
| 2021 | SIGIR | Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations. | Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang |
| 2019 | ICSE | Towards zero knowledge learning for cross language API mappings. | Nghi D. Q. Bui |
| 2018 | AAAI | Cross-Language Learning for Program Classification Using Bilateral Tree-Based Convolutional Neural Networks. | Nghi D. Q. Bui, Lingxiao Jiang, Yijun Yu |
| 2018 | ICSE | Hierarchical learning of cross-language mappings through distributed vector representations for code. | Nghi D. Q. Bui, Lingxiao Jiang |