Research

Publications

† Equal contribution

5 / 5 shown

ICML Spotlight✨ 2026 | Acceptance Rate: 2.2%

Is Data Shapley Not Better than Random in Data Selection? Ask NASH

Xiao Tian†, Jue Fan†, Rachael Hwee Ling Sim, Wang Zixuan, Nancy F. Chen, Bryan Kian Hsiang Low
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ICML Oral✨ 2026 | Acceptance Rate: 0.7%

Incentivizing Truthfulness and Collaborative Fairness in Bayesian Learning

Rachael Hwee Ling Sim†, Jue Fan†, Xiao Tian, Xinyi Xu, Patrick Jaillet, Bryan Kian Hsiang Low
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ICLR Poster 2026 | Acceptance Rate: 28.18%

INO-SGD: Addressing Utility Imbalance under Individualized Differential Privacy

Xiao Tian, Jue Fan, Rachael Hwee Ling Sim, Bryan Kian Hsiang Low
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ICML Poster 2024 | Acceptance Rate: 27.50%

Deletion-Anticipative Data Selection with a Limited Budget

Rachael Hwee Ling Sim, Jue Fan, Xiao Tian, Patrick Jaillet, Bryan Kian Hsiang Low
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AAAI Poster 2024 | Acceptance Rate: 23.75%

DeRDaVa: Deletion-Robust Data Valuation for Machine Learning

Xiao Tian, Rachael Hwee Ling Sim, Jue Fan, Bryan Kian Hsiang Low
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