Publikationsliste
When GNNs Fail: Quantifying and Overcoming Temporal Correlation Volatility in Time Series
Shao, C.; Wang, Y.; Zhu, Z.; Huang, Z.; Käfer, T.; Wu, Z.; Koutra, D.
2027. Machine Learning and Knowledge Discovery in Databases. Research Track – European Conference, ECML PKDD 2026, Naples, Italy, September 7–11, 2026, Proceedings, Part III. Ed.: M. Ceci, 91–109, Springer Nature Switzerland. doi:10.1007/978-3-032-37664-0_6
Shao, C.; Wang, Y.; Zhu, Z.; Huang, Z.; Käfer, T.; Wu, Z.; Koutra, D.
2027. Machine Learning and Knowledge Discovery in Databases. Research Track – European Conference, ECML PKDD 2026, Naples, Italy, September 7–11, 2026, Proceedings, Part III. Ed.: M. Ceci, 91–109, Springer Nature Switzerland. doi:10.1007/978-3-032-37664-0_6
Real-E: A Foundation Benchmark for Advancing Robust and Generalizable Electricity Forecasting
Shao, C.; Färber, M.; Pütz, S.; Schäfer, B.; Wang, Y.; Käfer, T.; Huang, Z.; Zhu, Z.
2025. CIKM ’25: The 34th ACM International Conference on Information and Knowledge Management Seoul Republic of Korea November 10 - 14, 2025, 6523–6527, Association for Computing Machinery (ACM). doi:10.1145/3746252.3761637
Shao, C.; Färber, M.; Pütz, S.; Schäfer, B.; Wang, Y.; Käfer, T.; Huang, Z.; Zhu, Z.
2025. CIKM ’25: The 34th ACM International Conference on Information and Knowledge Management Seoul Republic of Korea November 10 - 14, 2025, 6523–6527, Association for Computing Machinery (ACM). doi:10.1145/3746252.3761637
A Novel Machine Learning-based Equalizer for a Downstream 100G PAM-4 PON
Shao, C.; Giacoumidis, E.; Li, S.; Li, J.; Farber, M.; Kafer, T.; Richter, A.
2024. 2024 Optical Fiber Communications Conference and Exhibition (OFC), 1–3, Institute of Electrical and Electronics Engineers (IEEE)
Shao, C.; Giacoumidis, E.; Li, S.; Li, J.; Farber, M.; Kafer, T.; Richter, A.
2024. 2024 Optical Fiber Communications Conference and Exhibition (OFC), 1–3, Institute of Electrical and Electronics Engineers (IEEE)