Publications (19)
A quantum splitting principle and an application
Honglu Fan
We propose an analogy of splitting principle in genus Gromov--Witten theory. More precisely, we show how the Gromov--Witten theory of a variety can be embedded into the the…
Towards a quantum Lefschetz hyperplane theorem in all genera
Honglu Fan, Yuan-Pin Lee
An effective algorithm of determining Gromov--Witten invariants of smooth hypersurfaces in any genus (subject to a degree bound) from Gromov--Witten invariants of the ambient space…
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
Nikhil Kandpal, Brian Lester, Colin Raffel +24
Large language models (LLMs) are typically trained on enormous quantities of unlicensed text, a practice that has led to scrutiny due to possible intellectual property infringement…
Higher Embedding Dimension Creates a Stronger World Model for a Simple Sorting Task
Brady Bhalla, Honglu Fan, Nancy Chen +1
The paper studies how the size of embedding vectors influences the development of internal world models in transformers trained via reinforcement learning to perform bubble‑sort‑st…
Scaling Self-Supervised Representation Learning for Symbolic Piano Performance
Louis Bradshaw, Honglu Fan, Alexander Spangher +2
We study the capabilities of generative autoregressive transformer models trained on large amounts of symbolic solo-piano transcriptions. After first pretraining on approximately 6…
Higher genus relative Gromov--Witten theory and DR-cycles
Honglu Fan, Longting Wu, Fenglong You
We extend the definition of relative Gromov--Witten invariants with negative contact orders to all genera. Then we show that relative Gromov--Witten theory forms a partial CohFT. S…