A Domain-Specific Language for Prior Art Search in Patent Examination
A DSL for structured prior-art search over patent documents, enabling passage-level queries over section type, content, metadata, and citation anchors.
Adaptive Telemetry Systems for Neonatal Neurodevelopment
ML-driven adaptive telemetry for neonatal EEG monitoring, with 94% sensitivity and 92% specificity in seizure detection.
SlideQA: A Multimodal Benchmark for Lecture Slide QA
A 450-pair multimodal benchmark across NLP lecture slides from Berkeley, Stanford, and Johns Hopkins, testing visual, chart, and layout-aware reasoning.
Multi-Agent Lane Merging via Policy Distillation
MPC-to-PPO distillation for autonomous highway merging with heterogeneous drivers, achieving 96% merge success in simulation.
Spatial-Temporal Robust Watermarking with Pseudo Random Codes
Extends PRC generative watermarking to video, analyzing robustness against frame clipping and dropping, and trade-offs between capacity, imperceptibility, and detectability.
Identifying Needs in Patent Examiner Workflows Through Contextual Inquiry
Contextual inquiry study of patent examiner workflows, surfacing recurring pain points in prior-art search and claim chart construction to inform tool design.