Ph.D. in Computer Science & Technology, Beihang University (Expected)
B.E. in Computer Science & Technology, Beihang University
Junior & Senior High School Education, High School Affiliated to Southwest UniversityI am currently pursuing a B.Eng. in Computer Science and Technology at the School of Advanced Engineering, Shen Yuan Honors College, Beihang University. Beginning in 2027, I will continue at Beihang for a Ph.D. in Computer Science, recommended for admission exempt from the entrance examination, under the supervision of Prof. Wenge Rong.
In my junior year and earlier, I worked on AI for Software Engineering (SE), advised by Asst. Prof. Fang Liu and Prof. Li Zhang.
I have also collaborated with Assoc. Prof. Jian Yang on Natural Language Processing (NLP). My research now centers on LLM Foundation Models, spanning Evaluation Algorithms, Data Engineering, Pre-training, Mid-training, and Post-training for Large Language Models.
Education
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Beihang UniversitySchool of Computer Science
Ph.D. StudentSep. 2027 - Jun. 2031 (Expected) -
Beihang UniversitySchool of Computer Science
B.E. StudentSep. 2023 - Jun. 2027 (Expected) -
High School Affiliated to Southwest UniversityScience Track (Physics, Chemistry, Biology)
Gaokao 670 · Ranked 284th in ChongqingSep. 2017 - Jun. 2023
Experience
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Tencent Hunyuan (Qingyun Project)Hy Team, LLM Eval InternNov. 2026 - present -
ShopeeLLM Team, LLM Pre-training InternAug. 2026 - Oct. 2026 -
Human IntelligenceBenchmark Research, Terminal Data InternJun. 2026 - Jul. 2026 -
UbiquantIQuest AI Lab, LLM Post-training InternJan. 2026 - Jul. 2026 -
HuaweiHuawei Developer Advocate, Cangjie DomainDec. 2025 - present
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Beihang UniversityState Key Laboratory of Complex & Critical Software Environment, Research InternApr. 2024 - Jun. 2026
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Beihang UniversityAdvanced Programming Language Design, Teaching AssistantSep. 2024 - Jan. 2025
Honors & Awards
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Huawei Scholarship2026华为奖学金
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Grand Prize, Beihang University Academic Competition Scholarship2025学科竞赛奖学金特等奖
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National Encouragement Scholarship2025国家励志奖学金
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Second Prize, Beihang University Academic Excellence Scholarship2025北航学习优秀奖学金二等奖
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First Prize, the Main Track of 2025 National "Challenge Cup" Competition2025全国“挑战杯”主赛道一等奖🥇
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Second Prize, the Main Track Production Group in the 35th Beihang University "Feng Ru Cup" Competition2025第三十五届北航“冯如杯”主赛道制作组二等奖🥈
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Grand Prize, the Main Track of 2025 Capital "Challenge Cup" Competition2025首都“挑战杯”主赛道特等奖🏆
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Grand Prize, the Innovation Track in the 2nd "Wanxin Cup" Science and Technology Innovation Challenge of Shenyuan College, Beihang University2025北航沈元学院第二届“万新杯”创新赛道特等奖🏆
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“Meritorious Winners”, The Mathematical Contest in Modeling (MCM)2025美国大学生数学建模竞赛M奖🥇
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Second Prize, Beihang University Academic Excellence Scholarship2024北航学习优秀奖学金二等奖
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Provincial Second Prize, 38th National Middle School Students Physics Competition2021第38届全国中学生物理奥林匹克竞赛省级二等奖🥈
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Provincial Third Prize, 37th National Middle School Students Mathematics Competition2021第37届全国中学生数学奥林匹克竞赛省级三等奖🥉
Selected Publications (view all )
VeriScope: Measuring Verification-Ready Verilog Artifacts
Wei Zhang, Jian Yang#, Jiajun Wu, Junhang Cheng, Chufan He, Yihang Lou, Xianglong Liu (# corresponding author)
Neural Information Processing Systems Evaluations and Datasets Track, NeurIPS E&D Track 2026
SWE-Crafter: Scaling Executable Multilingual Software Engineering Data with Meta-Skill Agents
Shukai Liu, Jian Yang#, Bo Jiang, Junhang Cheng, Haowen Wang, Xiao-Hui Li, Xianglong Liu (# corresponding author)
Neural Information Processing Systems, NeurIPS 2026
InCoder-32B-Thinking: Industrial Code World Model for Thinking
Jian Yang, Wei Zhang, Jiajun Wu, Junhang Cheng, Tuney Zheng, Fanglin Xu, Weicheng Gu, Linzheng Chai, Yaxin Du, Haau-Sing Li, Yizhi Li, Yan Xing, Chuan Hao, Ran Tao, Ruihao Gong, Aishan Liu, Zhoujun Li, Mingjie Tang, Chenghua Lin, Siheng Chen, Wayne Xin Zhao, Xianglong Liu#, Ming Zhou, Bryan Dai, Weifeng Lv (# corresponding author)
Empirical Methods in Natural Language Processing, EMNLP 2026
Paper Preprint alphaXiv Code Model ModelScope HF Daily Paper 机器之心
InCoder-32B: Code Foundation Model for Industrial Scenarios
Jian Yang, Wei Zhang, Jiajun Wu, Junhang Cheng, Shawn Guo, Haowen Wang, Weicheng Gu, Yaxin Du, Joseph Li, Fanglin Xu, Yizhi Li, Lin Jing, Yuanbo Wang, Yuhan Gao, Ruihao Gong, Chuan Hao, Ran Tao, Aishan Liu, Tuney Zheng, Ganqu Cui, Zhoujun Li, Mingjie Tang, Chenghua Lin, Wayne Xin Zhao#, Xianglong Liu#, Ming Zhou#, Bryan Dai, Weifeng Lv (# corresponding author)
Arxiv 2026
Can LLM Coding Assistants Support Emerging Programming Languages? An Empirical Study on Cangjie
Junhang Cheng, Fang Liu#, Jia Li, Chengru Wu, Nanxiang Jiang, Li Zhang (# corresponding author)
Empirical Software Engineering and Measurement, ESEM 2026
Towards Realistic Project-Level Code Generation via Multi-Agent Collaboration and Semantic Architecture Modeling
Qianhui Zhao, Li Zhang, Fang Liu#, Junhang Cheng, Chengru Wu, Junchen Ai, Qiaoyuanhe Meng, Lichen Zhang, Xiaoli Lian, Shubin Song, Yuanping Guo (# corresponding author)
ACM Transactions on Software Engineering and Methodology, TOSEM 2026
AdaptiveLLM: A Framework for Selecting Optimal Cost-Efficient LLM for Code-Generation Based on CoT Length
Junhang Cheng, Fang Liu#, Chengru Wu, Li Zhang (# corresponding author)
Internetware 2025