Siyi Gu

According to our database, Siyi Gu authored at least 11 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning.

Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao

ACM Comput. Surv., July, 2024

Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization.

Siyi Gu, Minkai Xu, Alexander S. Powers, Weili Nie, Tomas Geffner, Karsten Kreis, Jure Leskovec, Arash Vahdat, Stefano Ermon

CoRR, 2024

Finding Deep-Hidden Bugs in Android Apps via Functional Semantics Guided Exploration.

Siyi Gu, Xiaoqiang Liu, Hui Guo, Bochun Cao, Baiyan Li, Lizhi Cai, Hu Yun

Proceedings of the Theoretical Aspects of Software Engineering, 2024

DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation.

Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Visual Attention Prompted Prediction and Learning.

Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Meikang Qiu, Xiaofeng Yang, Liang Zhao

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

XAI Benchmark for Visual Explanation.

Yifei Zhang, Siyi Gu, James Song, Bo Pan, Liang Zhao

CoRR, 2023

Visual Attention-Prompted Prediction and Learning.

Yifei Zhang, Siyi Gu, Bo Pan, Guangji Bai, Xiaofeng Yang, Liang Zhao

CoRR, 2023

ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation.

Siyi Gu, Yifei Zhang, Yuyang Gao, Xiaofeng Yang, Liang Zhao

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Effectively Finding ICC-related Bugs in Android Apps via Reinforcement Learning.

Hui Guo, Ting Su, Xiaoqiang Liu, Siyi Gu, Jingling Sun

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

MAGI: Multi-Annotated Explanation-Guided Learning.

Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

RES: A Robust Framework for Guiding Visual Explanation.

Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022