Siyi Gu

19 papers A* 7A 1Misc 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
GeoAda: Efficiently Finetune Geometric Diffusion Models with Equivariant Adapters.
CoRR
Wanjia Zhao, Jiaqi Han, Siyi Gu, Mingjian Jiang, James Zou, Stefano Ermon
2025 A* conf
LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models.
CVPR
Fan-Yun Sun, Weiyu Liu, Siyi Gu, Dylan Lim, Goutam Bhat, Federico Tombari, Manling Li, Nick Haber, Jiajun Wu
2025 — conf
Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations.
KDD (2)
Yifei Zhang, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, Liang Zhao
2024 A* conf
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization.
NeurIPS
Siyi Gu, Minkai Xu, Alexander S. Powers, Weili Nie, Tomas Geffner, Karsten Kreis, Jure Leskovec, Arash Vahdat, Stefano Ermon
2024 J jnl
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization.
CoRR
Siyi Gu, Minkai Xu, Alexander S. Powers, Weili Nie, Tomas Geffner, Karsten Kreis, Jure Leskovec, Arash Vahdat, Stefano Ermon
2024 A* conf
DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation.
KDD
Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao
2024 J jnl
DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation.
CoRR
Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao
2024 Misc conf
Finding Deep-Hidden Bugs in Android Apps via Functional Semantics Guided Exploration.
TASE
Siyi Gu, Xiaoqiang Liu, Hui Guo, Bochun Cao, Baiyan Li, Lizhi Cai, Hu Yun
2024 J jnl
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning.
ACM Comput. Surv.
Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao
2024 J jnl
LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models.
CoRR
Fan-Yun Sun, Weiyu Liu, Siyi Gu, Dylan Lim, Goutam Bhat, Federico Tombari, Manling Li, Nick Haber, Jiajun Wu
2024 A* conf
Visual Attention Prompted Prediction and Learning.
IJCAI
Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Meikang Qiu, Xiaofeng Yang, Liang Zhao
2023 A* conf
ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation.
KDD
Siyi Gu, Yifei Zhang, Yuyang Gao, Xiaofeng Yang, Liang Zhao
2023 A conf
Effectively Finding ICC-related Bugs in Android Apps via Reinforcement Learning.
ISSRE
Hui Guo, Ting Su, Xiaoqiang Liu, Siyi Gu, Jingling Sun
2023 A* conf
MAGI: Multi-Annotated Explanation-Guided Learning.
ICCV
Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao
2023 J jnl
Visual Attention-Prompted Prediction and Learning.
CoRR
Yifei Zhang, Siyi Gu, Bo Pan, Guangji Bai, Xiaofeng Yang, Liang Zhao
2023 J jnl
XAI Benchmark for Visual Explanation.
CoRR
Yifei Zhang, Siyi Gu, James Song, Bo Pan, Liang Zhao
2022 J jnl
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning.
CoRR
Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao
2022 A* conf
RES: A Robust Framework for Guiding Visual Explanation.
KDD
Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao
2022 J jnl
RES: A Robust Framework for Guiding Visual Explanation.
CoRR
Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao