Jianbo Dai

Researcher, Noah's Ark Lab, Huawei Technologies Ltd.

Joined

January 2024

Names

Jianbo Dai (Preferred)

Emails

****@huawei.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Noah's Ark Lab, Huawei Technologies Ltd. (huawei.com)

2021 – 2026

MS student

School of Informatics, University of Edinburgh, University of Edinburgh (sms.ed.ac.uk)

2019 – 2021

Advisors, Relations & Conflicts

Coauthor

Zhijiang Guo

2023 – 2024

Expertise

code completion

code generation

code synthesis

2021 – Present

Publications

SWINGARENA: Adversarial Programming Arena for Long-context GitHub Issue Solving
Wendong XU, Jing Xiong, Chenyang Zhao, Qiujiang Chen, Haoran Wang, Hui Shen, Zhongwei Wan, Jianbo Dai, Taiqiang Wu, He Xiao, Chaofan Tao, Zhuoqing Mao, Ying Sheng, Zhijiang Guo, Hongxia Yang, Bei Yu, Lingpeng Kong, Quanquan Gu, Ngai Wong
- ICLR 2026 Oral
- Readers: Everyone
EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning
Dong HUANG, Guangtao Zeng, Jianbo Dai, Meng Luo, Han Weng, Yuhao QING, Heming Cui, Zhijiang Guo, Jie Zhang
- ICML 2025 poster
- Readers: Everyone
Effi-Code: Unleashing Code Efficiency in Language Models
Dong HUANG, Guangtao Zeng, Jianbo Dai, Meng Luo, Han Weng, Yuhao QING, Heming Cui, Zhijiang Guo, Jie Zhang
- Submitted to ICLR 2025
- Readers: Everyone
MHPP: Exploring the Capabilities and Limitations of Language Models Beyond Basic Code Generation
Jianbo Dai, Jianqiao Lu, Yunlong Feng, Dong HUANG, Guangtao Zeng, Rongju Ruan, Ming Cheng, Haochen Tan, Zhijiang Guo
- Submitted to ICLR 2025
- Readers: Everyone
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
Zhongshen Zeng, Yinhong Liu, Yingjia Wan, Jingyao Li, Pengguang Chen, Jianbo Dai, Yuxuan Yao, Rongwu Xu, Zehan Qi, Wanru Zhao, Linling Shen, Jianqiao Lu, Haochen Tan, Yukang Chen, Hao Zhang, Zhan Shi, Bailin Wang, Zhijiang Guo, Jiaya Jia
- NeurIPS 2024 poster
- Readers: Everyone
EffiLearner: Enhancing Efficiency of Generated Code via Self-Optimization
Dong HUANG, Jianbo Dai, Han Weng, Puzhen Wu, Yuhao QING, Heming Cui, Zhijiang Guo, Jie Zhang
- NeurIPS 2024 poster
- Readers: Everyone
AutoPSV: Automated Process-Supervised Verifier
Jianqiao Lu, Zhiyang Dou, Hongru WANG, Zeyu Cao, Jianbo Dai, Yunlong Feng, Zhijiang Guo
- NeurIPS 2024 poster
- Readers: Everyone
SOAP: Enhancing Efficiency of Generated Code via Self-Optimization
Dong Huang, Jianbo Dai, Han Weng, Puzhen Wu, Yuhao Qing, Jie M. Zhang, Heming Cui, Zhijiang Guo
- CoRR 2024
- Readers: Everyone
MHPP: Exploring the Capabilities and Limitations of Language Models Beyond Basic Code Generation
Jianbo Dai, Jianqiao Lu, Yunlong Feng, Rongju Ruan, Ming Cheng, Haochen Tan, Zhijiang Guo
- CoRR 2024
- Readers: Everyone
AutoCV: Empowering Reasoning with Automated Process Labeling via Confidence Variation
Jianqiao Lu, Zhiyang Dou, Hongru Wang, Zeyu Cao, Jianbo Dai, Yingjia Wan, Yinya Huang, Zhijiang Guo
- CoRR 2024
- Readers: Everyone

View all 11 publications

Co-Authors

View all 54 co-authors