At Which Training Stage Does Code Data Help LLMs Reasoning? Y Ma, Y Liu, Y Yu, Y Zhang, Y Jiang, C Wang, S Li The 12th International Conference on Learning Representations (ICLR-24), 2023 | 34 | 2023 |
How to Understand Whole Software Repository? Y Ma, Q Yang, R Cao, B Li, F Huang, Y Li arXiv preprint arXiv:2406.01422, 2024 | 21 | 2024 |
Mulcs: Towards a unified deep representation for multilingual code search Y Ma, Y Yu, S Li, Z Jia, J Ma, R Xu, W Dong, X Liao 2023 IEEE International Conference on Software Analysis, Evolution and …, 2023 | 18 | 2023 |
End-to-end learnable clustering for intent learning in recommendation Y Liu, S Zhu, J Xia, Y Ma, J Ma, W Zhong, X Liu, G Zhang, K Zhang The 38th Annual Conference on Neural Information Processing Systems (NeurIPS-24), 2024 | 7 | 2024 |
Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation Y Ma, Y Yu, S Li, Y Jiang, Y Guo, Y Zhang, Y Xie, X Liao arXiv preprint arXiv:2310.10698, 2023 | 5 | 2023 |
Towards Better Multilingual Code Search through Cross-Lingual Contrastive Learning X Huang, Y Ma, H Zhou, Z Jiang, Y Zhang, T Wang, S Li Proceedings of the 14th Asia-Pacific Symposium on Internetware, 22-32, 2023 | 4 | 2023 |
Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion? Z Pan, R Cao, Y Cao, Y Ma, B Li, F Huang, H Liu, Y Li arXiv preprint arXiv:2410.01353, 2024 | 3 | 2024 |
A two-stage framework for ambiguous classification in software engineering J Li, Y Lei, S Li, H Zhou, Y Yu, Z Jia, Y Ma, T Wang 2023 IEEE 34th International Symposium on Software Reliability Engineering …, 2023 | 3 | 2023 |
Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement Y Ma, R Cao, Y Cao, Y Zhang, J Chen, Y Liu, Y Liu, B Li, F Huang, Y Li The 34th ACM SIGSOFT International Symposium on Software Testing and …, 2024 | 2 | 2024 |
Language-Enhanced Session-Based Recommendation with Decoupled Contrastive Learning Z Zhang, P Tong, Y Ma, Q Liu, X Liu, X Luo arXiv preprint arXiv:2307.10650, 2023 | 2 | 2023 |
Automatic Code Annotation Generation Based on Heterogeneous Graph Structure Z Jiang, H Xiong, Y Ma, Y Zhang, Y Ding, Y Xiong, S Li 2023 IEEE International Conference on Software Analysis, Evolution and …, 2023 | 2 | 2023 |
LLMs as Continuous Learners: Improving the Reproduction of Defective Code in Software Issues Y Lin, Y Ma, R Cao, B Li, F Huang, X Gu, Y Li arXiv preprint arXiv:2411.13941, 2024 | | 2024 |
UTMath: Math Evaluation with Unit Test via Reasoning-to-Coding Thoughts B Yang, Q Yang, Y Ma, R Liu arXiv preprint arXiv:2411.07240, 2024 | | 2024 |
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks D Wang, X Zhang, Q Chen, L Dou, X Xu, R Cao, Y Ma, Q Zhu, W Che, B Li, ... arXiv preprint arXiv:2410.01548, 2024 | | 2024 |
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining J Cheng, R Qiao, G Xiong, Q Miao, Y Ma, B Li, Y Li, Y Lv arXiv preprint arXiv:2410.00564, 2024 | | 2024 |