作者位次 #2/5ICML 2026Poster· Social Aspects / Safety
TSFAdv: Frequency-Guided Black-Box Adversarial Attacks on Time Series Forecasting
Qizhuo Han · Xiangrui Cai · Sihan Xu · Ying Zhang · Zheli Liu
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Qizhuo Han · Xiangrui Cai · Sihan Xu · Ying Zhang · Zheli Liu
Yaxin Zhao · Yang Wang · Wenya Guo · Sihan Xu · Xiangrui Cai · Xi Lin · Ying Zhang · Xiaojie Yuan
Yuchen Zheng · Xuan Pan · Tmall Group of Alibaba) · Chuanchang Zhang · Xi Lin · Chunyao Song · Xiangrui Cai · Xiaojie Yuan
The integration of Large Language Models (LLMs) into recommender systems has introduced a powerful paradigm for personalized recommedation. However, due to biases stemming from sensitive user attributes (e.g., gender, age), LLMs may generate discriminatory and unfair recommendations, even for use...
Yuliang Chen · Xi Lin · Jun Wu · Xiangrui Cai · Qiaolun Zhang · Xichun Fan · Jiapeng Xu · Xiu Su
Zhixin Liu · Xuanlin Liu · Sihan Xu · Yaqiong Qiao · Ying Zhang · Xiangrui Cai