On the multiple sources and privacy preservation issues for heterogeneous defect prediction

- Li, Zhiqiang, Jing, Xiao-Yuan, Zhu, Xiaoke, Zhang, Hongyu, Xu, Baowen, Ying, Shi

Outage Prediction and Diagnosis for Cloud Service Systems

- Chen, Yujun, Zhang, Hongyu, Xu, Zhangwei, Dang, Yingnong, Yang, Xian, Lin, Qingwei, Zhang, Dongmei, Dong, Hang, Xu, Yong, Li, Hao, Kang, Yu, Gao, Feng

Performance-Influence Model for Highly Configurable Software with Fourier Learning and Lasso Regression

- Ha, Huong, Zhang, Hongyu

Robust log-based anomaly detection on unstable log data

- Zhang, Xu, Xu, Yong, Lin, Qingwei, Qiao, Bo, Zhang, Hongyu, Dang, Yingnong, Xie, Chunyu, Yang, Xinsheng, Cheng, Qian, Li, Ze, Chen, Junjie, He, Xiaoting, Yao, Randolph, Lou, Jian-Guang, Chintalapati, Murali, Shen, Furao, Zhang, Dongmei

Static duplicate bug-report identification for compilers

- Chen, Junjie, Hu, Wenxiang, Hao, Dan, Xiong, Yingfei, Zhang, Hongyu, Zhang, Lu

Towards More Efficient Meta-heuristic Algorithms for Combinatorial Test Generation

- Lin, Jinkun, Cai, Shaowei, Luo, Chuan, Lin, Qingwei, Zhang, Hongyu

BigIN4: instant, interactive insight identification for multi-dimensional big data

- Lin, Qingwei, Ke, Weichen, Lou, Jian-Guang, Zhang, Hongyu, Sui, Kaixin, Xu, Yong, Zhou, Ziyi, Qiao, Bo, Zhang, Dongmei

ChangeLocator: locate crash-inducing changes based on crash reports

- Wu, Rongxin, Wen, Ming, Cheung, Shing-Chi, Zhang, Hongyu

Deep code search

- Gu, Xiaodong, Zhang, Hongyu, Kim, Sunghun

Identifying impactful service system problems via log analysis

- He, Shilin, Lin, Qingwei, Lou, Jian-Guang, Zhang, Hongyu, Lyu, Michael R., Zhang, Dongmei

Improving service availability of cloud systems by predicting disk error

- Xu, Yong, Sui, Kaixin, Chintalapati, Murali, Zhang, Dongmei, Yao, Randolph, Zhang, Hongyu, Lin, Qingwei, Dang, Yingnong, Li, Peng, Jiang, Keceng, Zhang, Wenchi, Lou, Jian-Guang

Live Path CFI Against Control Flow Hijacking Attacks

- Barbar, Mohamad, Sui, Yulei, Zhang, Hongyu, Chen, Shiping, Xue, Jingling

Predicting node failure in cloud service systems

- Lin, Qingwei, Hsieh, Ken, Chintalapati, Murali, Zhang, Dongmei, Dang, Yingnong, Zhang, Hongyu, Sui, Kaixin, Xu, Youjiang, Lou, Jian-Guang, Li, Chenggang, Wu, Youjiang, Yao, Randolph

Shaping program repair space with existing patches and similar code

- Jiang, Jiajun, Xiong, Yingfei, Zhang, Hongyu, Gao, Qing, Chen, Xiangqun

Cross-project and within-project semi-supervised software defect prediction problems study using a unified solution

- Wu, Fei, Jing, Xiao-Yuan, Dong, Xiwei, Cao, Jicheng, Xu, Mingwei, Zhang, Hongyu, Ying, Shi, Xu, Baowen

DeepAM: migrate APIs with multi-modal sequence to sequence learning

- Gu, Xiaodong, Zhang, Hongyu, Zhang, Dongmei, Kim, Sunghun

Developer recommendation on bug commenting: a ranking approach for the developer crowd

- Xuan, Jifeng, Jiang, He, Zhang, Hongyu, Ren, Zhilei

Heterogeneous defect prediction through multiple kernel learning and ensemble learning

- Li, Zhiqiang, Jing, Xiao-Yuan, Zhu, Xiaoke, Zhang, Hongyu

Learning to prioritize test programs for compiler testing

- Chen, Junjie, Bai, Yanwei, Hao, Dan, Xiong, Yingfei, Zhang, Hongyu, Xie, Bing

Neural Programming by Example

- Shu, Chengxun, Zhang, Hongyu