Search Results for author: Weiqi Feng

Found 3 papers, 0 papers with code

VeTraSS: Vehicle Trajectory Similarity Search Through Graph Modeling and Representation Learning

no code implementations11 Apr 2024 Ming Cheng, BoWen Zhang, Ziyu Wang, Ziyi Zhou, Weiqi Feng, Yi Lyu, Xingjian Diao

Trajectory similarity search plays an essential role in autonomous driving, as it enables vehicles to analyze the information and characteristics of different trajectories to make informed decisions and navigate safely in dynamic environments.

Autonomous Driving Navigate +1

CATP: Cross-Attention Token Pruning for Accuracy Preserved Multimodal Model Inference

no code implementations2 Apr 2024 Ruqi Liao, Chuqing Zhao, Jin Li, Weiqi Feng

In response to the rising interest in large multimodal models, we introduce Cross-Attention Token Pruning (CATP), a precision-focused token pruning method.

Computational Efficiency

Interpretable Math Word Problem Solution Generation Via Step-by-step Planning

no code implementations1 Jun 2023 Mengxue Zhang, Zichao Wang, Zhichao Yang, Weiqi Feng, Andrew Lan

We propose a step-by-step planning approach for intermediate solution generation, which strategically plans the generation of the next solution step based on the MWP and the previous solution steps.

GSM8K Language Modelling +1

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