Gengchen Mai

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Inference & Quantization (1)Recommendation & Information Retrieval (1)Scientific Discovery & Drug Design (1)World Models & Planning (1)Computer Vision (1)Multimodal Models (1)

Frequent co-authors

Konstantin Klemmer (2)Isaac Corley (1)Arjun Rao (1)Esther Rolf (1)Evan Shelhamer (1)Nils Lehmann (1)Marc Rußwurm (1)Nathan Jacobs (1)

Papers (3)

Sep 21, 2026

University of British3w ago·also TU Munich, Affiliation:, ASU, Bonn +7

MIND the Gap: A Geographic Implicit Neural Representation with Adjustable Spatial Scale

Isaac Corley, Arjun Rao, Esther Rolf +7

Inference & Quantization Recommendation & Information Retrieval

Sep 8, 2026

Sep 8, 2026·also Affiliation:, Rutgers, UIUC, UT Austin

Earth System World Model for What-If Simulations: A Case Study for Terrestrial Ecosystems

Treating natural state trajectories as self-supervised "actions" turns static scientific emulators into interactive, counterfactual world models without requiring manually labeled intervention data.

Zhihao Wang, Ruichen Wang, Ruohan Li +6

Scientific Discovery & Drug Design World Models & Planning

Jun 1, 2026

NUSJun 1, 2026·also ASU, Fudan, Heidelberg, UCL +2

Spatial Representation Learning Beyond Pixels: Unifying Raster Data and Vector Semantics for Human-Centric Geospatial Foundation Models

Integrating raster and vector data could revolutionize geospatial AI, unlocking richer insights from Earth observation data.

Steffen Knoblauch, Hao Li, Gengchen Mai +2

Computer Vision Multimodal Models

Gengchen Mai

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (3)

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Gengchen Mai

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (3)