activity
20212025
most citedEquality Saturation for Tensor Graph Superoptimization

32 citations · 33 across the 5 of their papers we have counts for

collaborators

5 papers

eess.SY2025

Conceptualizing and Modeling Communication-Based Cyberattacks on Automated Vehicles

Tianyi Li, Tianyu Liu, Yicheng Yang

Adaptive Cruise Control (ACC) is rapidly proliferating across electric vehicles (EVs) and internal combustion engine (ICE) vehicles, enhancing traffic flow while simultaneously exp…

cs.CL2025

Large Language Models for Pedestrian Safety: An Application to Predicting Driver Yielding Behavior at Unsignalized Intersections

Yicheng Yang, Zixian Li, Jean Paul Bizimana +3

Pedestrian safety is a critical component of urban mobility and is strongly influenced by the interactions between pedestrian decision-making and driver yielding behavior at crossw…

cs.CR2024

Dynaseal: A Backend-Controlled LLM API Key Distribution Scheme with Constrained Invocation Parameters

Jiahao Zhao, Jiayi Nan, Lai Wei +2

Due to the exceptional performance of Large Language Models (LLMs) in diverse downstream tasks,there has been an exponential growth in edge-device requests to cloud-based models.Ho…

cs.IR2024★ 1 cited

Movie Recommendation with Poster Attention via Multi-modal Transformer Feature Fusion

Linhan Xia, Yicheng Yang, Ziou Chen +2

Pre-trained models learn general representations from large datsets which can be fine-turned for specific tasks to significantly reduce training time. Pre-trained models like gener…

cs.AI2021★ 32 cited

Equality Saturation for Tensor Graph Superoptimization

Yichen Yang, Phitchaya Mangpo Phothilimtha, Yisu Remy Wang +3

One of the major optimizations employed in deep learning frameworks is graph rewriting. Production frameworks rely on heuristics to decide if rewrite rules should be applied and in…