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Tianran Liu

3 accepted papers

2025

Towards foundational LiDAR world models with efficient latent flow matching

NeurIPS 2025poster

LiDAR-based world models offer more structured and geometry-aware representations than their image-based counterparts. However, existing LiDAR world models are narrowly trained; each model excels only in the domain for which it was built. This raises a critical question: can we develop LiDAR world m…

Cited by 0Source ↗Scholar ↗
2023

The Linearity of the Effect of Surprisal on Reading Times across Languages

EMNLP 2023short findings

In psycholinguistics, surprisal theory posits that the amount of online processing effort expended by a human comprehender per word positively correlates with the surprisal of that word given its preceding context. In addition to this overall correlation, more importantly, the specific quantitative…

Cited by 0Source ↗Scholar ↗