Learning-based analytical cross-platform performance prediction. - Xinnian Zheng; Pradeep Ravikumar; Lizy K. John; Andreas Gerstlauer (SAMOS, 2015)

Fine-grained power analysis of emerging graph processing workloads for cloud operations management. - Shuang Song 007; Xinnian Zheng; Andreas Gerstlauer; Lizy K. John (IEEE BigData, 2016)

Accurate phase-level cross-platform power and performance estimation. - Xinnian Zheng; Lizy K. John; Andreas Gerstlauer (DAC, 2016)

Proxy-Guided Load Balancing of Graph Processing Workloads on Heterogeneous Clusters. - Shuang Song 007; Meng Li; Xinnian Zheng; Michael LeBeane; Jee Ho Ryoo; Reena Panda; Andreas Gerstlauer; Lizy K. John (ICPP, 2016)

Genesys: Automatically generating representative training sets for predictive benchmarking. - Reena Panda; Xinnian Zheng; Shuang Song 007; Jee Ho Ryoo; Michael LeBeane; Andreas Gerstlauer; Lizy K. John (SAMOS, 2016)

Statistical Pattern Based Modeling of GPU Memory Access Streams. - Reena Panda; Xinnian Zheng; Jiajun Wang; Andreas Gerstlauer; Lizy K. John (DAC, 2017)

Sampling-based binary-level cross-platform performance estimation. - Xinnian Zheng; Haris Vikalo; Shuang Song 007; Lizy K. John; Andreas Gerstlauer (DATE, 2017)

Accurate address streams for LLC and beyond (SLAB): A methodology to enable system exploration. - Reena Panda; Xinnian Zheng; Lizy Kurian John (ISPASS, 2017)

LACross: Learning-Based Analytical Cross-Platform Performance and Power Prediction. - Xinnian Zheng; Lizy K. John; Andreas Gerstlauer (Int. J. Parallel Program., 2017)

CAMP: Accurate modeling of core and memory locality for proxy generation of big-data applications. - Reena Panda; Xinnian Zheng; Andreas Gerstlauer; Lizy Kurian John (DATE, 2018)

FastDimeNet++: Training DimeNet++ in 22 minutes. - Feiwen Zhu; Michal Futrega; Han Bao 018; Sukru Burc Eryilmaz; Fei Kong; Kefeng Duan; Xinnian Zheng; Nimrod Angel; Matthias Jouanneaux; Maxmilian Stadler; Michal Marcinkiewicz; Fung Xie; et al. (ICPP, 2023)

The Dark Side of Employee Collaboration with Robots: Exploring Its Impact on Self-Esteem Threat and Burnout. - Guohua He; Xinnian Zheng; Wenpu Li; Lixun Zheng; Yifan He (Int. J. Hum. Comput. Interact., 2025)