Ming Lin

Adaptive Conformal Guidance for Learning under Uncertainty

Accelerated Learning with Linear Temporal Logic using Differentiable Simulation

HART: Human Aligned Reconstruction Transformer

DRiFT: Differentiable Grid-Based Rigid-Fluid Coupling for Training and Control

PHORECAST: Enabling AI Understanding of Public Health Outreach Across Populations

Character-Driven Narrative Generation for Scene-Based Video Synthesis

Dynamics-Inspired Text-Guided Video Storytelling

PolySona: Parameter-Efficient and Modular Latent Behavior Modeling for Traffic Simulation

CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems

Accelerated Learning with Linear Temporal Logic using Differentiable Simulation

Time-Aware World Model for Adaptive Prediction and Control

Time-aware World Model: Adaptive Learning of Task Dynamics

Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation

CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems

3D-free meets 3D priors: Novel View Synthesis from a Single Image with Pretrained Diffusion Guidance

Blending Concepts in Text-to-Image Diffusion Models using the Black Scholes Algorithm

Sensitivity-Adaptive Augmentation for Robust Segmentation