Cong Fang

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 6

Top Topics

Relational Learning

Causal Relations

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Yang Chen, Cong Fang, Zhouchen Lin, Bing Liu
Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective. CoRR (2024)
Jiancong Xiao, Ziniu Li, Xingyu Xie, Emily J. Getzen, Cong Fang, Qi Long, Weijie J. Su
On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization. CoRR (2024)
Yang Xu, Yihong Gu, Cong Fang
The Implicit Bias of Heterogeneity towards Invariance and Causality. CoRR (2024)
Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang, Qing Li
INSIGHT: End-to-End Neuro-Symbolic Visual Reinforcement Learning with Language Explanations. CoRR (2024)
Yihong Gu, Cong Fang, Peter Bühlmann, Jianqing Fan
Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning. CoRR (2024)
Zhoutong Wu, Mingqing Xiao, Cong Fang, Zhouchen Lin
Designing Universally-Approximating Deep Neural Networks: A First-Order Optimization Approach. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)