A New Look and Convergence Rate of Federated Multitask Learning With Laplacian Regularization

- Dinh, Canh T., Vu, Tung T., Tran, Nguyen H., Dao, Minh N., Zhang, Hongyu

Local search-based approach for cost-effective job assignment on large language models

- Liu, Yueyue, Zhang, Hongyu, Le, Van-Hoang, Miao, Yuantian, Li, Zhiqiang

LogSD: Detecting anomalies from system logs through self-supervised learning and frequency-based masking

- Xie, Yongzheng, Zhang, Hongyu, Babar, Muhammad Ali

A Brief Review of Acoustic and Vibration Signal-Based Fault Detection for Belt Conveyor Idlers Using Machine Learning Models

- Alharbi, Fahad, Luo, Suhuai, Zhang, Hongyu, Shaukat, Kamran, Yang, Guang, Wheeler, Craig A., Chen, Zhiyong

Challenging Machine Learning-Based Clone Detectors via Semantic-Preserving Code Transformations

- Zhang, Weiwei, Guo, Shengjian, Zhang, Hongyu, Sui, Yulei, Xue, Yinxing, Xu, Yun

DSSDPP: Data Selection and Sampling Based Domain Programming Predictor for Cross-Project Defect Prediction

- Li, Zhiqiang, Zhang, Hongyu, Jing, Xiao-Yuan, Xie, Juanying, Guo, Min, Ren, Jie

Leveraging Stack Overflow to detect relevant tutorial fragments of APIs

- Wu, Di, Jing, Xiao-Yuan, Zhang, Hongyu, Zhou, Yuming, Xu, Baowen

Log Parsing with Prompt-based Few-shot Learning

- Le, Van-Hoang, Zhang, Hongyu

Log Parsing: How Far Can ChatGPT Go?

- Le, Van-Hoang, Zhang, Hongyu

Prompt Tuning in Code Intelligence: An Experimental Evaluation

- Wang, Chaozheng, Yang, Yuanhang, Gao, Cuiyun, Peng, Yun, Zhang, Hongyu, Lyu, Michael R.

Retrieving API Knowledge from Tutorials and Stack Overflow Based on Natural Language Queries

- Wu, Di, Jing, Xiao-Yuan, Zhang, Hongyu, Feng, Yang, Chen, Haowen, Zhou, Yuming, Xu, Baowen

Revisiting Code Search in a Two-Stage Paradigm

- Hu, Fan, Wang, Yanlin, Du, Lun, Li, Xirong, Zhang, Hongyu, Han, Shi, Zhang, Dongmei

Semi-supervised and unsupervised anomaly detection by mining numerical workflow relations from system logs

- Zhang, Bo, Zhang, Hongyu, Le, Van-Hoang, Moscato, Pablo, Zhang, Aozhong

Understanding and predicting incident mitigation time

- Wang, Weijing, Chen, Junjie, Yang, Lin, Zhang, Hongyu, Wang, Zan

A Collaboration-Aware Approach to Profiling Developer Expertise with Cross-Community Data

- Song, Xiaotao, Yan, Jiafei, Huang, Yuexin, Sun, Hailong, Zhang, Hongyu

A large-scale empirical study of commit message generation: models, datasets and evaluation

- Tao, Wei, Wang, Yanlin, Shi, Ensheng, Du, Lun, Han, Shi, Zhang, Hongyu, Zhang, Dongmei, Zhang, Wenqiang

Accelerating Code Search with Deep Hashing and Code Classification

- Gu, Wenchao, Wang, Yanlin, Du, Lun, Zhang, Hongyu, Han, Shi, Zhang, Dongmei, Lyu, Michael R.

Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching

- Chen, Zhuangbin, Liu, Jinyang, Su, Yuxin, Zhang, Hongyu, Ling, Xiao, Lyu, Michael R.

An empirical investigation of missing data handling in cloud node failure prediction

- Ma, Minghua, Liu, Yudong, Rajmohan, Saravanakumar, Lin, Qingwei, Tong, Yuang, Li, Haozhe, Zhao, Pu, Xu, Yong, Zhang, Hongyu, He, Shilin, Wang, Lu, Dang, Yingnong

Cross-Domain Deep Code Search with Meta Learning

- Chai, Yitian, Zhang, Hongyu, Shen, Beijun, Gu, Xiaodong