How to Select Pre-trained Code Models for Reuse? A Learning Perspective
Zhangqian Bi, Yao Wan, Zhaoyang Chu, Yufei Hu, Junyi Zhang, Hongyu Zhang, Guandong Xu, Hai Jin
IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)
2025 CORE-A, IEEE TCSE Distinguished Paper Award
Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
Yu-Zhe Shi, Mingchen Liu, Fanxu Meng, Qiao Xu, Zhangqian Bi, Kun He, Lecheng Ruan, Qining Wang
International Conference on Learning Representations (ICLR)
2025 CCF-A
Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback
Zhangqian Bi, Yao Wan, Zheng Wang, Hongyu Zhang, Batu Guan, Fangxin Lu, Yulei Sui, Hai Jin, Xuanhua Shi
Annual Meeting of the Association for Computational Linguistics (ACL)
2024 CCF-A
Deep Learning for Code Intelligence: Survey, Benchmark, and Toolkit
Yao Wan, Zhangqian Bi, Yang He, Jianguo Zhang, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin, Philip Yu
ACM Computing Surveys
2024 JCR Q1, IF 26.3
CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code
Batu Guan, Yao Wan, Zhangqian Bi, Zheng Wang, Hongyu Zhang, Pan Zhou, Lichao Sun
Empirical Methods in Natural Language Processing (EMNLP)
2024 CORE-A*
AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints
Yuzhe Shi, Haofei Hou, Zhangqian Bi, Fanxu Meng, Xiang Wei, Lecheng Ruan, Qining Wang
Annual Meeting of the Association for Computational Linguistics (ACL)
2024 CCF-A
Expert-level protocol translation for self-driving labs
Yuzhe Shi, Fanxu Meng, Haofei Hou, Zhangqian Bi, Qiao Xu, Lecheng Ruan, Qining Wang
Neural Information Processing Systems (NeurIPS)
2024 CCF-A
NaturalCC: an open-source toolkit for code intelligence
Yao Wan, Yang He, Zhangqian Bi, Jian-Guo Zhang, Yulei Sui, Hai Jin, Guandong Xu, Caiming Xiong, Philip S. Yu
The International Conference on Software Engineering (ICSE)
2022 CCF-A, Demo Track