Author

Zhen-Yu Lu

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Oct 2026

DyG-Pred: Spatial-Temporal Dynamic Graph Replay for Event Prediction With Gated Explicit-Implicit Graph Dependency Fusion

Event prediction based on dynamic graph modeling captures the evolving relationships among events, entities, and environments, providing effective support for intelligent risk warning, resource allocation, and decision-making, particularly in public safety. Existing dynamic graph methods generally assume a fixed number...

Zhong-Feng Chen, Huan Rong, Zhen-Yu Lu et al. · IEEE Transactions on Knowled... · 0 citations

#small language model Preprint Sep 2026

Two-Stage Mixture-of-LoRA for Multi-Task Medical Vision-Language Learning

The proposed framework uses a shared-specific Mixture-of-LoRA architecture comprising one shared LoRA and six task-specific expert LoRAs, together with a two-stage training procedure, and achieves good results in the FLARE 2026 Task 3 test sets.

Zhang-Hao Chen, Yuan-Yuan Li, Zhen-Yu Lu et al. · 0 citations