الباحثون

Weijia Li

المنشورات 3

نسخة أولية وصول مفتوح

Decoding the Disaster: Multi-Task Geospatial Reasoning with Vision-Language Models and Crowdsourced Imagery for Disaster Mapping

Wenping Yin, Fabian Desuer, Ziqi Liu وآخرون · 2026

Crowdsourced imagery provides timely, fine-grained, street-level observations for disaster mapping, complementing conventional remote sensing imagery (RSI) during emergency response. However, such imagery is often unstructured, spatially ambiguous, and lacks reliable geographic metadata, making manual geolocalization a …

نسخة أولية وصول مفتوح

One Proposal for Every Margin: Zero-Shot Amortized Sequential Importance Sampling for Binary Matrices

Ruishuo Chen, Weijia Li, Xun Wang وآخرون · 2026

In ecology, psychometrics, and the analysis of social and financial networks, binary matrices are often analyzed conditional on their observed row and column sums, which restricts the problem to a finite sample space of matrices with the same margins. Two fundamental problems are to count this space and to sample unifo …

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