Gengchen Mai
7 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (14)
π
Academic Marathon
(6)
π
Triple Crown
π
Grand Slam
Conferences
ICLR (2)
ICML (2)
AAAI (1)
ACL (1)
NIPS (1)
Top co-authors
Keywords
transfer learning
(2)
image classification
(2)
uncertainty quantification
(1)
self-supervised learning
(1)
question answering
(1)
spatial representation learning
(1)
location encoding
(1)
geospatial datum
(1)
geo-aware model
(1)
deep learning framework
(1)
spatial concept
(1)
long sequence prediction
(1)
conditional diffusion
(1)
geospatial representation
(1)
geospatial reasoning
(1)
geographic bia
(1)
geo-tagged image
(1)
neural network representation
(1)
geo-aware image classification
(1)
workflow graph
(1)
Papers
EcoDiffusion: Uncertainty-Aware Emulation of Ecosystem Processes with Conditional Diffusion for Long Sequences with Single-Step Initialization
AAAI 2026
Spatial-Agent: Agentic Geo-spatial Reasoning with Scientific Core Concepts
ACL 2026
GeoLLM: Extracting Geospatial Knowledge from Large Language Models
ICLR 2024
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning
NIPS 2024
MC-GTA: Metric-Constrained Model-Based Clustering using Goodness-of-fit Tests with Autocorrelations
ICML 2024
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations
ICML 2023
Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells
ICLR 2020