Research paper by Xiangru Tang and collaborators. Published 2023-08-31. Topics: pre-trained language models, bioinformatics, code generation, domain knowledge, data operations.
Xiangru Tang, Bill Qian, Rick Gao, Jiakang Chen, Xinyun Chen, Mark Gerstein
Research paper by Vijayaraghavan Murali and collaborators. Published 2023-05-20. Topics: large language models, LLMs, generative LLMs, AI-assisted code authoring, InCoder LLM.
Vijayaraghavan Murali, Chandra Maddila, Imad Ahmad, Michael Bolin, Daniel Cheng, Negar Ghorbani, Renuka Fernandez, Nachiappan Nagappan
Research paper by Jian Yang and collaborators. Published 2026-04-03. Topics: Error-driven Chain-of-Thought, industrial code world model, reasoning traces, Verilog simulation, GPU profiling.
Jian Yang, Wei Zhang, Jiajun Wu, Junhang Cheng, Tuney Zheng, Fanglin Xu, Weicheng Gu, Lin Jing, Yaxin Du, Joseph 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
Research paper by Jian Yang and collaborators. Published 2026-03-17. Topics: code foundation model, industrial code, context length, synthetic industrial reasoning data, execution-grounded verification.
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