Talks

Rethinking Sequence Modeling: LLM Scaling Laws, Expressivity-Efficiency Tradeoffs, and the Role of Architecture

PhD Seminar, Georgia Tech Machine Learning Student Seminar

ML PhD seminar talk at Georgia Tech on scaling laws, expressivity-efficiency tradeoffs, and the role of architecture in sequence modeling.

Rethinking Sequence Modeling with HyperMLP: An Integrated Architectural Perspective

Invited Talk, Tsinghua University, Knowledge Engineering Group

Invited online talk at the Tsinghua University Knowledge Engineering Group, hosted by Prof. Jie Tang (founder of Z.ai), on HyperMLP and an integrated view of sequence modeling.

Rethinking Sequence Modeling: LLM Scaling Laws, Expressivity-Efficiency Tradeoffs, and the Role of Architecture

PhD Seminar, Georgia Tech ISyE PhD Student Seminar

PhD seminar talk at Georgia Tech ISyE on scaling laws, expressivity-efficiency tradeoffs, and the role of architecture in sequence modeling.