Yuankai Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Gaussian Kernels

Causal Knowledge

Top Venues

Publications

Wei Liu, Haozhao Wang, Jun Wang, Zhiying Deng, Yuankai Zhang, Cheng Wang, Ruixuan Li
Enhancing the Rationale-Input Alignment for Self-explaining Rationalization. ICDE (2024)
Wei Liu, Jun Wang, Haozhao Wang, Ruixuan Li, Zhiying Deng, Yuankai Zhang, Yang Qiu
D-Separation for Causal Self-Explanation. NeurIPS (2023)
Wei Liu, Haozhao Wang, Jun Wang, Ruixuan Li, Xinyang Li, Yuankai Zhang, Yang Qiu
MGR: Multi-generator Based Rationalization. ACL (1) (2023)
Wei Liu, Jun Wang, Haozhao Wang, Ruixuan Li, Yang Qiu, Yuankai Zhang, Jie Han, Yixiong Zou
Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipshitz Restraint. CoRR (2023)
Juan Zhao, Yuankai Zhang, Ruixuan Li, Yuhua Li, Haozhao Wang, Xiaoquan Yi, Zhiying Deng
XFed: Improving Explainability in Federated Learning by Intersection Over Union Ratio Extended Client Selection. ECAI (2023)
Wei Liu, Jun Wang, Haozhao Wang, Ruixuan Li, Yang Qiu, Yuankai Zhang, Jie Han, Yixiong Zou
Decoupled Rationalization with Asymmetric Learning Rates: A Flexible Lipschitz Restraint. KDD (2023)
Wei Liu, Haozhao Wang, Jun Wang, Ruixuan Li, Xinyang Li, Yuankai Zhang, Yang Qiu
MGR: Multi-generator based Rationalization. CoRR (2023)
Wei Liu, Jun Wang, Haozhao Wang, Ruixuan Li, Zhiying Deng, Yuankai Zhang, Yang Qiu
D-Separation for Causal Self-Explanation. CoRR (2023)
Wei Liu, Haozhao Wang, Jun Wang, Ruixuan Li, Chao Yue, Yuankai Zhang
FR: Folded Rationalization with a Unified Encoder. NeurIPS (2022)