Liang Tan

Human Action Pattern Recognition and Semantic Research Based on Embodied Cognition Theory

2019 · International Journal of Pattern Recognition and Artificial Intelligence

Human body motion pattern recognition in video images is an important research direction in the field of pattern recognition. It has a very broad application prospect in many fields such as intelligent video surveillance, human-computer …

Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes

2023 · arXiv (Cornell University)

Many real-world applications require making multiple predictions from the same text. Fine-tuning a large pre-trained language model for each downstream task causes computational burdens in the inference time due to several times of forward passes. …

Your thoughts tell who you are: Characterize the reasoning patterns of LRMs

2025 · arXiv (Cornell University)

Current comparisons of large reasoning models (LRMs) focus on macro-level statistics such as task accuracy or reasoning length. Whether different LRMs reason differently remains an open question. To address this gap, we introduce the LLM-proposed …