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2020 – today
- 2024
[j1]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): 188:1-188:39 (2024)- [c7]Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Meikang Qiu, Xiaofeng Yang, Liang Zhao:
Visual Attention Prompted Prediction and Learning. IJCAI 2024: 5517-5525 - [c6]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: 6335-6343 - [c5]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: 146-164 - [i6]Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao:
DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation. CoRR abs/2403.10831 (2024) - [i5]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 abs/2407.01648 (2024) - 2023
- [c4]Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao:
MAGI: Multi-Annotated Explanation-Guided Learning. ICCV 2023: 1977-1987 - [c3]Hui Guo, Ting Su, Xiaoqiang Liu, Siyi Gu, Jingling Sun:
Effectively Finding ICC-related Bugs in Android Apps via Reinforcement Learning. ISSRE 2023: 403-414 - [c2]Siyi Gu, Yifei Zhang, Yuyang Gao, Xiaofeng Yang, Liang Zhao:
ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation. KDD 2023: 567-576 - [i4]Yifei Zhang, Siyi Gu, Bo Pan, Guangji Bai, Xiaofeng Yang, Liang Zhao:
Visual Attention-Prompted Prediction and Learning. CoRR abs/2310.08420 (2023) - [i3]Yifei Zhang, Siyi Gu, James Song, Bo Pan, Liang Zhao:
XAI Benchmark for Visual Explanation. CoRR abs/2310.08537 (2023) - 2022
- [c1]Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao:
RES: A Robust Framework for Guiding Visual Explanation. KDD 2022: 432-442 - [i2]Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao:
RES: A Robust Framework for Guiding Visual Explanation. CoRR abs/2206.13413 (2022) - [i1]Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao:
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning. CoRR abs/2212.03954 (2022)
Coauthor Index
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