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pro vyhledávání: '"Dong Jin Song"'
Federated Unlearning (FU) enables clients to selectively remove the influence of specific data from a trained federated learning model, addressing privacy concerns and regulatory requirements. However, existing FU methods often struggle to balance ef
Externí odkaz:
http://arxiv.org/abs/2410.06848
Autor:
Meng, Mark Huasong, Yan, Chuan, Hao, Yun, Zhang, Qing, Wang, Zeyu, Wang, Kailong, Teo, Sin Gee, Bai, Guangdong, Dong, Jin Song
Third-party Software Development Kits (SDKs) are widely adopted in Android app development, to effortlessly accelerate development pipelines and enhance app functionality. However, this convenience raises substantial concerns about unauthorized acces
Externí odkaz:
http://arxiv.org/abs/2409.10411
GUI test migration aims to produce test cases with events and assertions to test specific functionalities of a target app. Existing migration approaches typically focus on the widget-mapping paradigm that maps widgets from source apps to target apps.
Externí odkaz:
http://arxiv.org/abs/2409.05028
Autor:
Liu, Chenyan, Cai, Yufan, Lin, Yun, Huang, Yuhuan, Pei, Yunrui, Jiang, Bo, Yang, Ping, Dong, Jin Song, Mei, Hong
Recent years have seen the development of LLM-based code generation. Compared to generating code in a software project, incremental code edits are empirically observed to be more frequent. The emerging code editing approaches usually formulate the pr
Externí odkaz:
http://arxiv.org/abs/2408.01733
Publikováno v:
ACM Computing Surveys, Volume 55, Issue 13s, Article No.: 277, Pages 1-47, 2023
The Unified Modeling Language (UML) is a standard for modeling dynamic systems. UML behavioral state machines are used for modeling the dynamic behavior of object-oriented designs. The UML specification, maintained by the Object Management Group (OMG
Externí odkaz:
http://arxiv.org/abs/2407.17215
Contribution evaluation in federated learning (FL) has become a pivotal research area due to its applicability across various domains, such as detecting low-quality datasets, enhancing model robustness, and designing incentive mechanisms. Existing co
Externí odkaz:
http://arxiv.org/abs/2407.02073
Autor:
Cai, Yufan, Hou, Zhe, Luan, Xiaokun, Baena, David Miguel Sanan, Lin, Yun, Sun, Jun, Dong, Jin Song
Program refinement involves correctness-preserving transformations from formal high-level specification statements into executable programs. Traditional verification tool support for program refinement is highly interactive and lacks automation. On t
Externí odkaz:
http://arxiv.org/abs/2406.18616
Autor:
Yang, Xianglin, Dong, Jin Song
Monitoring the training of neural networks is essential for identifying potential data anomalies, enabling timely interventions and conserving significant computational resources. Apart from the commonly used metrics such as losses and validation acc
Externí odkaz:
http://arxiv.org/abs/2405.15135
Autor:
Chung, Nhat, Gao, Sensen, Vu, Tuan-Anh, Zhang, Jie, Liu, Aishan, Lin, Yun, Dong, Jin Song, Guo, Qing
Vision-Large-Language-Models (Vision-LLMs) are increasingly being integrated into autonomous driving (AD) systems due to their advanced visual-language reasoning capabilities, targeting the perception, prediction, planning, and control mechanisms. Ho
Externí odkaz:
http://arxiv.org/abs/2405.14169
Autor:
Hyun Ik Shim, Dong Jin Song, Cheol Min Shin, Hyuk Yoon, Young Soo Park, Nayoung Kim, Dong Ho Lee
Publikováno v:
The Korean Journal of Gastroenterology, Vol 74, Iss 4, Pp 199-204 (2019)
Background/Aims: Helicobacter pylori (H. pylori) infections, which cause a variety of gastrointestinal symptoms, are common in South Korea. Recent reports have shown a decline in the H. pylori eradication rates. β-caryophyllene is a natural bicyclic
Externí odkaz:
https://doaj.org/article/3de4a7bf2b8940e4b69d82efee2e051b