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Peiyang He

3 accepted papers

2026

SysMoBench: Evaluating AI on Formally Specifying Complex Real-World Systems

ICLR 2026poster

Formal models are essential to specifying large, complex computer systems and verifying their correctness, but are notoriously expensive to write and maintain. Recent advances in generative AI show promise in generating certain forms of specifications. However, existing work mostly targets small cod…

Cited by 0SourcecodeScholar
2025

OpenVIS: Open-vocabulary Video Instance Segmentation

AAAI 2025technical

Open-vocabulary Video Instance Segmentation (OpenVIS) can simultaneously detect, segment, and track arbitrary object categories in a video, without being constrained to categories seen during training. In this work, we propose InstFormer, a carefully designed framework for the OpenVIS task that achi…

2021

Selfgait: A Spatiotemporal Representation Learning Method for Self-Supervised Gait Recognition

ICASSP 2021accepted

Gait recognition plays a vital role in human identification since gait is a unique biometric feature that can be perceived at a distance. Although existing gait recognition methods can learn gait features from gait sequences in different ways, the performance of gait recognition suffers from insuffi…

Cited by 0SourceScholar