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Yao Qiang

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Prompt Perturbation Consistency Learning for Robust Language Models

Feb 24, 2024
Yao Qiang, Subhrangshu Nandi, Ninareh Mehrabi, Greg Ver Steeg, Anoop Kumar, Anna Rumshisky, Aram Galstyan

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Learning to Poison Large Language Models During Instruction Tuning

Feb 21, 2024
Yao Qiang, Xiangyu Zhou, Saleh Zare Zade, Mohammad Amin Roshani, Douglas Zytko, Dongxiao Zhu

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FedDRO: Federated Compositional Optimization for Distributionally Robust Learning

Nov 21, 2023
Prashant Khanduri, Chengyin Li, Rafi Ibn Sultan, Yao Qiang, Joerg Kliewer, Dongxiao Zhu

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Hijacking Large Language Models via Adversarial In-Context Learning

Nov 16, 2023
Yao Qiang, Xiangyu Zhou, Dongxiao Zhu

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Interpretability-Aware Vision Transformer

Sep 14, 2023
Yao Qiang, Chengyin Li, Prashant Khanduri, Dongxiao Zhu

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Auto-Prompting SAM for Mobile Friendly 3D Medical Image Segmentation

Aug 28, 2023
Chengyin Li, Prashant Khanduri, Yao Qiang, Rafi Ibn Sultan, Indrin Chetty, Dongxiao Zhu

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Fairness-aware Vision Transformer via Debiased Self-Attention

Jan 31, 2023
Yao Qiang, Chengyin Li, Prashant Khanduri, Dongxiao Zhu

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Negative Flux Aggregation to Estimate Feature Attributions

Jan 17, 2023
Xin Li, Deng Pan, Chengyin Li, Yao Qiang, Dongxiao Zhu

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Learning Compact Features via In-Training Representation Alignment

Nov 23, 2022
Xin Li, Xiangrui Li, Deng Pan, Yao Qiang, Dongxiao Zhu

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Saliency Guided Adversarial Training for Learning Generalizable Features with Applications to Medical Imaging Classification System

Sep 09, 2022
Xin Li, Yao Qiang, Chengyin Li, Sijia Liu, Dongxiao Zhu

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