Changshuo Liu

According to our database, Changshuo Liu authored at least 10 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

From Schema to Signal: Retrieval-Augmented Modeling for Relational Data Analytics.

Lingze Zeng, Shaofeng Cai, Changshuo Liu, Zhongle Xie, Yuncheng Wu, Beng Chin Ooi

CoRR, May, 2026

2025

Generative AI for Healthcare: Fundamentals, Challenges, and Perspectives.

Gang Chen, Changshuo Liu, Gene Anne Ooi, Marcus Tan, Zhongle Xie, Jianwei Yin, James Wei Luen Yip, Wenqiao Zhang, Jiaqi Zhu, Beng Chin Ooi

CoRR, October, 2025

NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics.

Changshuo Liu, Lingze Zeng, Kaiping Zheng, Shaofeng Cai, Beng Chin Ooi, James Wei Luen Yip

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Entity-based Financial Tabular Data Synthesis with Diffusion Models.

Changshuo Liu, Canyao Liu

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

Tiling of rectangles with squares and related problems via Diophantine approximation.

Tamás Keleti, Stephen Lacina, Changshuo Liu, Mengzhen Liu, José Ramón Tuirán Rangel

Discret. Math., September, 2023

Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis.

Changshuo Liu, Wenqiao Zhang, Beng Chin Ooi, James Wei Luen Yip, Lingze Zeng, Kaiping Zheng

CoRR, 2023

CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation.

Wenqiao Zhang, Changshuo Liu, Can Cui, Beng Chin Ooi

CoRR, 2023

Learning in Imperfect Environment: Multi-Label Classification with Long-Tailed Distribution and Partial Labels.

Wenqiao Zhang, Changshuo Liu, Lingze Zeng, Beng Chin Ooi, Siliang Tang, Yueting Zhuang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

eDental: Managing Your Dental Care in Diet Diaries.

Kaiping Zheng, Thao Nguyen, Changshuo Liu, Charlene Enhui Goh, Beng Chin Ooi

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2019

Packing tree degree sequences.

Kristóf Bérczi, Zoltán Király, Changshuo Liu, István Miklós

Informatica (Slovenia), 2019