3 papers
cs.AI2026
Think Before You Act: Intention-Guided Reasoning for LLM-Based Location Prediction
Qingxiang Liu, Anqi Liang, Zhuoyang Jiang +5
Predicting a user's next Point-of-Interest (POI) based on their historical check-in records is a fundamental task in location-based services. While recent methods incorporating lar…
cs.LG2026
CAGenMol: Condition-Aware Diffusion Language Model for Goal-Directed Molecular Generation
Yanting Li, Zhuoyang Jiang, Enyan Dai +3
Goal-directed molecular generation requires satisfying heterogeneous constraints such as protein--ligand compatibility and multi-objective drug-like properties, yet existing method…
cs.LG2026
Rethinking Floorplan Generation with Space Syntax: From Design Theory to Model Improvement
Zhuoyang Jiang, Dongqing Zhang, Qingxiang Liu +1
Architectural design increasingly adopts generative AI (GenAI) for floorplan generation, an early-stage design task exploring how spaces should be organized for use. Yet fidelity o…