Jie Song

Orcid: 0000-0002-3433-4522

Affiliations:
  • University of Michigan, Computer Science Engineering, MI, USA (PhD 2021)


According to our database1, Jie Song authored at least 19 papers between 2018 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation.
CoRR, May, 2026

DeepPrep: An LLM-Powered Agentic System for Autonomous Data Preparation.
CoRR, February, 2026

Reasoning and Tool-use Compete in Agentic RL:From Quantifying Interference to Disentangled Tuning.
CoRR, February, 2026

2025
NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results.
CoRR, May, 2025

Adaptive and Efficient Log Parsing as a Cloud Service.
Proceedings of the Companion of the 2025 International Conference on Management of Data, 2025


NTIRE 2025 Challenge on Video Quality Enhancement for Video Conferencing: Datasets, Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024
Technique Report of CVPR 2024 PBDL Challenges.
CoRR, 2024


2022
Structured data transformation algebra (SDTA) and its applications.
Distributed Parallel Databases, 2022

2021
Facilitating Location and Use of Socio-economic Data with Minimal User Intervention
PhD thesis, 2021

Capturing Data Provenance from Statistical Software.
Int. J. Digit. Curation, 2021

Auto-Tag: Tagging-Data-By-Example in Data Lakes.
CoRR, 2021

Detailed Provenance Metadata from Statistical Analysis Software: TaPP Applications Track.
Proceedings of the 13th International Workshop on Theory and Practice of Provenance, 2021

SDTA: An Algebra for Statistical Data Transformation.
Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021

Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2019
C<sup>2</sup>Metadata: Automating the Capture of Data Transformations from Statistical Scripts in Data Documentation.
Proceedings of the 2019 International Conference on Management of Data, 2019

2018
GeoFlux: Hands-Off Data Integration Leveraging Join Key Knowledge.
Proceedings of the 2018 International Conference on Management of Data, 2018

GeoAlign: Interpolating Aggregates over Unaligned Partitions.
Proceedings of the 21st International Conference on Extending Database Technology, 2018


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