Invited Talk
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Workshop: 2nd Workshop on Navigating and Addressing Data Problems for Foundation Models (DATA-FM)

Invited Talk: Bryan Low 🤝🗣️ Data-centric AI Research @ GLOW.AI

Bryan Kian Hsiang Low

2025 Invited Talk
in
Workshop: 2nd Workshop on Navigating and Addressing Data Problems for Foundation Models (DATA-FM)

Abstract

In this talk, I will advocate a data-centric viewpoint of AI research, largely focusing on large language models (LLMs). In particular, I will discuss a few major research directions on data-centric AI that my group has pursued, namely, data at (LLM) inference, data attribution & provenance for responsible AI, data selection in LLMs, and machine unlearning & data removal.

Video

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