Publications
You can also find my articles on my Google Scholar profile.
Selected Publications
- (NeurIPS 2024) Aligning target-aware molecule diffusion models with exact energy optimization
Siyi Gu*, Minkai Xu*, Alexander Powers, Weili Nie, Tomas Geffner, Karsten Kreis, Jure Leskovec, Arash Vahdat, Stefano Ermon
[Paper] - (SIGKDD 2024) DUE: Dynamic uncertainty-aware explanation supervision via 3d imputation
Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao
[Paper] - (IJCAI 2024) Visual Attention-Prompted Prediction and Learning
Yifei Zhang, Siyi Gu, Bo Pan, Guangji Bai, Xiaofeng Yang, Liang Zhao
[Paper] - (SIGKDD 2023) ESSA: Explanation iterative supervision via saliency-guided data augmentation
Siyi Gu*, Yifei Zhang*, Yuyang Gao, Xiaofeng Yang, Liang Zhao
[Paper] - (Arxiv) XAI Benchmark for visual explanation
Yifei Zhang, Siyi Gu, James Song, Bo Pan, Guangji Bai, Liang Zhao
[Paper] - (ACM Computing Surveys) Going beyond xai: A systematic survey for explanation-guided learning
Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao
[Paper] - (SIGKDD 2022) RES: A robust framework for guiding visual explanation
Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Zhao Liang
[Paper] - (ICCV 2023) MAGI: Multi-annotated explanation-guided learning
Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao
[Paper] - (CIN 2024) Evaluating Natural Language Processing Packages for Predicting Hospital-Acquired Pressure Injuries From Clinical Notes
Siyi Gu, Eric W Lee, Wenhui Zhang, Roy L Simpson, Vicki Stover Hertzberg, Joyce C Ho
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