Wenlong He — accepted AI-conference papers

2026

Bridging Vision and Language for Robust Context-Aware Surgical Point Tracking: The VL-SurgPT Dataset and Benchmark

Rulin Zhou, Wenlong He, An Wang, Jianhang Zhang, Xuanhui Zeng, Xi Zhang +3

AAAI 2026technical

Accurate point tracking in surgical environments remains challenging due to complex visual conditions, including smoke occlusion, specular reflections, and tissue deformation. While existing surgical tracking datasets provide coordinate information, they lack the semantic context necessary to unders

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2023

Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping

Yujie Zeng, Wenlong He, Ihor Vasyltsov, Jiali Pang, Lin Chen

AAAI 2023technical

Transformer models are widely used in AI applications such as Natural Language Processing (NLP), Computer Vision (CV), etc. However, enormous computation workload be-comes an obstacle to train large transformer models efficiently. Recently, some methods focus on reducing the computation workload dur…

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