Wenchong He

4 papers · 2020–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 📈 Trend Setter

Venues

AAAI (3) NeurIPS (1)

Top co-authors

Zhe Jiang (4) Zelin Xu (3) Tingsong Xiao (3) Shigang Chen (3) Da Yan (2) Christine Angelini (1) Arpan Man Sainju (1) Yang Zhou (1) Ronald Fick (1) Parisa Rashidi (1)

Research topics

Deep Learning (3) Machine Learning (3) Artificial Intelligence (2) Architectures (2) Core AI (2) Core Methods (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Computer Vision (1) Domain-Specific (1) Optimization & Theory (1) Techniques (1)

Keywords

transformer architecture (1) representation learning (1) semantic segmentation (1) uncertainty quantification (1) weakly supervised learning (1) remote sensing (1) deep neural network (1) electronic health record (1) spatial reasoning (1) temporal point process (1) neural-symbolic learning (1) spatial transformer (1) multi-scale attention (1) structural constraint (1) spatial attention (1) neural-symbolic integration (1) flood mapping (1) physics-aware model (1) spatial classification (1) missing feature observation (1)

Papers

XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications AAAI 2025 Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery AAAI 2024 A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space NeurIPS 2023 Spatial Classification with Limited Observations Based on Physics-Aware Structural Constraint AAAI 2020