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Yao Shi

2 papers indexed

arxivcs.AIcs.CE2026-06-30

CSTrader: A Testbed for Language-Grounded Trading in a Community-Driven Virtual Asset Market

Yao Shi, Kingfung Luo, Nan Tang, Yuyu Luo

Niche asset markets, such as Counter-Strike 2 (CS2) weapon skins, are small, volatile, and heavily driven by community discussions and platform rules. These properties make them hard for traditional quantitative models, but provide an ideal testbed for studying how large language…

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arxivcs.AI2026-06-27

TrajRS: Towards Certified Robustness in Pedestrian Trajectory Prediction

Liang Zhang, Gaojie Jin, Yao Shi, Quanzhi Li, Cheng-Chao Huang, David N. Jansen, et al.

The robustness of trajectory prediction models is crucial for developing safe autonomous driving systems. Adversarial attacks on trajectory prediction can significantly impair the accuracy of predicted trajectories, leading to hazardous driving behaviors. While heuristic defense…

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