Chengcheng Wan

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Neural Architectures

Change Impact Analysis

Query Reformulation

Top Venues

Publications

Yuling Shi, Hongyu Zhang, Chengcheng Wan, Xiaodong Gu
Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers. CoRR (2024)
Yuetian Mao, Chengcheng Wan, Yuze Jiang, Xiaodong Gu
Self-Supervised Query Reformulation for Code Search. ESEC/SIGSOFT FSE (2023)
Chengcheng Wan, Yuhan Liu, Kuntai Du, Henry Hoffmann, Junchen Jiang, Michael Maire, Shan Lu
Run-Time Prevention of Software Integration Failures of Machine Learning APIs. Proc. ACM Program. Lang. 7 (OOPSLA2) (2023)
Zihan Wang, Pengbo Nie, Xinyuan Miao, Yuting Chen, Chengcheng Wan, Lei Bu, Jianjun Zhao
GenCoG: A DSL-Based Approach to Generating Computation Graphs for TVM Testing. ISSTA (2023)
Pengbo Nie, Chengcheng Wan, Jiayu Zhu, Ziyi Lin, Yuting Chen, Zhendong Su
Coverage-directed Differential Testing of X.509 Certificate Validation in SSL/TLS Implementations. ACM Trans. Softw. Eng. Methodol. 32 (1) (2023)
Yiming Su, Chengcheng Wan, Utsav Sethi, Shan Lu, Madan Musuvathi, Suman Nath
HotGPT: How to Make Software Documentation More Useful with a Large Language Model? HotOS (2023)
Yuetian Mao, Chengcheng Wan, Yuze Jiang, Xiaodong Gu
Self-Supervised Query Reformulation for Code Search. CoRR (2023)
Meng Chen, Hongyu Zhang, Chengcheng Wan, Zhao Wei, Yong Xu, Juhong Wang, Xiaodong Gu
On the Effectiveness of Large Language Models in Domain-Specific Code Generation. CoRR (2023)
Yuhan Liu, Chengcheng Wan, Kuntai Du, Henry Hoffmann, Junchen Jiang, Shan Lu, Michael Maire
Automatic and Efficient Customization of Neural Networks for ML Applications. CoRR (2023)
Joyce Cahoon, Wenjing Wang, Yiwen Zhu, Katherine Lin, Sean Liu, Raymond Truong, Neetu Singh, Chengcheng Wan, Alexandra M. Ciortea, Sreraman Narasimhan, Subru Krishnan
Doppler: Automated SKU Recommendation in Migrating SQL Workloads to the Cloud. Proc. VLDB Endow. 15 (12) (2022)
Chengcheng Wan, Yiwen Zhu, Joyce Cahoon, Wenjing Wang, Katherine Lin, Sean Liu, Raymond Truong, Neetu Singh, Alexandra M. Ciortea, Konstantinos Karanasos, Subru Krishnan
Stitcher: Learned Workload Synthesis from Historical Performance Footprints. EDBT (2022)
Chengcheng Wan, Shicheng Liu, Sophie Xie, Yifan Liu, Henry Hoffmann, Michael Maire, Shan Lu
Automated Testing of Software that Uses Machine Learning APIs. ICSE (2022)
Zihan Wang, Chengcheng Wan, Yuting Chen, Ziyi Lin, He Jiang, Lei Qiao
Hierarchical memory-constrained operator scheduling of neural architecture search networks. DAC (2022)
Joyce Cahoon, Wenjing Wang, Yiwen Zhu, Katherine Lin, Sean Liu, Raymond Truong, Neetu Singh, Chengcheng Wan, Alexandra M. Ciortea, Sreraman Narasimhan, Subru Krishnan
Doppler: Automated SKU Recommendation in Migrating SQL Workloads to the Cloud. CoRR (2022)
Chengcheng Wan, Shicheng Liu, Henry Hoffmann, Michael Maire, Shan Lu
Are Machine Learning Cloud APIs Used Correctly? ICSE (2021)
Chengcheng Wan, Shicheng Liu, Henry Hoffmann, Michael Maire, Shan Lu
A Replication of Are Machine Learning Cloud APIs Used Correctly. ICSE (Companion Volume) (2021)
Chengcheng Wan, Henry Hoffmann, Shan Lu, Michael Maire
Orthogonalized SGD and Nested Architectures for Anytime Neural Networks. ICML (2020)
Chengcheng Wan, Henry Hoffmann, Shan Lu, Michael Maire
Orthogonalized SGD and Nested Architectures for Anytime Neural Networks. CoRR (2020)
Chengcheng Wan, Muhammad Husni Santriaji, Eri Rogers, Henry Hoffmann, Michael Maire, Shan Lu
ALERT: Accurate Learning for Energy and Timeliness. USENIX Annual Technical Conference (2020)
Jiayu Zhu, Chengcheng Wan, Pengbo Nie, Yuting Chen, Zhendong Su
Guided, Deep Testing of X.509 Certificate Validation via Coverage Transfer Graphs. ICSME (2020)
Chengcheng Wan, Muhammad Husni Santriaji, Eri Rogers, Henry Hoffmann, Michael Maire, Shan Lu
ALERT: Accurate Anytime Learning for Energy and Timeliness. CoRR (2019)
Junwen Yang, Cong Yan, Chengcheng Wan, Shan Lu, Alvin Cheung
View-centric performance optimization for database-backed web applications. ICSE (2019)
Chengcheng Wan, Yanmin Zhu, Jiadi Yu, Yanyan Shen
SMOPAT: Mining semantic mobility patterns from trajectories of private vehicles. Inf. Sci. 429 (2018)
Chengcheng Wan, Zece Zhu, Yuchen Zhang, Yuting Chen
Multi-perspective change impact analysis using linked data of software engineering. Internetware (2016)
Zihao Zhao, Qiangqiang Wu, Haopeng Chen, Chengcheng Wan
Learning Quality Evaluation of MOOC Based on Big Data Analysis. SmartCom (2016)
Yuchen Zhang, Chengcheng Wan, Bo Jin
An empirical study on recovering requirement-to-code links. SNPD (2016)
Zhenzheng Qian, Chengcheng Wan, Yuting Chen
Evaluating quality-in-use of FLOSS through analyzing user reviews. SNPD (2016)