Siyi Gu

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Visual Attention

Android Application

Manually Annotated

Abductive Reasoning

Top Venues

Publications

Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao
DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation. CoRR (2024)
Siyi Gu, Xiaoqiang Liu, Hui Guo, Bochun Cao, Baiyan Li, Lizhi Cai, Hu Yun
Finding Deep-Hidden Bugs in Android Apps via Functional Semantics Guided Exploration. TASE (2024)
Siyi Gu, Minkai Xu, Alexander S. Powers, Weili Nie, Tomas Geffner, Karsten Kreis, Jure Leskovec, Arash Vahdat, Stefano Ermon
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization. CoRR (2024)
Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao
DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation. KDD (2024)
Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning. ACM Comput. Surv. 56 (7) (2024)
Siyi Gu, Yifei Zhang, Yuyang Gao, Xiaofeng Yang, Liang Zhao
ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation. KDD (2023)
Yifei Zhang, Siyi Gu, James Song, Bo Pan, Liang Zhao
XAI Benchmark for Visual Explanation. CoRR (2023)
Hui Guo, Ting Su, Xiaoqiang Liu, Siyi Gu, Jingling Sun
Effectively Finding ICC-related Bugs in Android Apps via Reinforcement Learning. ISSRE (2023)
Yifei Zhang, Siyi Gu, Bo Pan, Guangji Bai, Xiaofeng Yang, Liang Zhao
Visual Attention-Prompted Prediction and Learning. CoRR (2023)
Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao
MAGI: Multi-Annotated Explanation-Guided Learning. ICCV (2023)
Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao
RES: A Robust Framework for Guiding Visual Explanation. KDD (2022)
Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao
RES: A Robust Framework for Guiding Visual Explanation. CoRR (2022)
Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning. CoRR (2022)