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Sijie Dong

Efficiently Mitigating the Impact of Data Drift on Machine Learning Pipelines
2024 · Sijie Dong, Qitong Wang, et al. · Proceedings of the VLDB Endowment · 11
Research on Blending Learning Innovation Model of International Logistics Bilingual Course
2022 · Xin Li, Yong Wang, et al. · Lecture notes on data engineering and communications technologies · 1
STAGE: Controlled Objective Admission for Multi-Preference LLM Alignment
2026 · Tong, Yongqi, Zhang, Zhenyu, et al. · arXiv (Cornell University)
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Data Quality Awareness: A Journey from Traditional Data Management to Data Science Systems
2026 · Sijie Dong, Soror Sahri, et al. · ACM SIGMOD Record
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BenchCompass: From Scores to Signals for Training and Harness Decisions in Payment-Domain LLMs
2026 · Sijie Dong, Wei Ren, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Beyond One-Hot Replay: Self-Distillation Reduces Target Variance in Continual Pre-Training
2026 · Peng Lu, Sijie Dong, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
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Automated Data Quality Validation in an End-to-End GNN Framework
2025 · Dong, Sijie, Sahri, Soror, et al. · arXiv (Cornell University)
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Data quality problems in data science pipelines
2024 · Sijie Dong
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Usability Evaluation of Intelligent Medical Imaging Diagnostic Interface Based on SD Method
2019 · Lei Wu, Lijun Mou, et al. · Advances in intelligent systems and computing
Works count: 10
Citation count: 12
H-index: 1
I10-index: 1
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