Hou, Bojian

7 publications

ICLR 2025 Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic Ruochen Jin, Bojian Hou, Jiancong Xiao, Weijie J Su, Li Shen

ICML 2025 Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach Jiancong Xiao, Bojian Hou, Zhanliang Wang, Ruochen Jin, Qi Long, Weijie J Su, Li Shen

NeurIPS 2025 Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization Parvin Nazari, Bojian Hou, Davoud Ataee Tarzanagh, Li Shen, George Michailidis

NeurIPS 2024 Fairness-Aware Estimation of Graphical Models Zhuoping Zhou, Davoud Ataee Tarzanagh, Bojian Hou, Qi Long, Li Shen

AISTATS 2024 Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods Davoud Ataee Tarzanagh, Parvin Nazari, Bojian Hou, Li Shen, Laura Balzano

NeurIPS 2023 Fair Canonical Correlation Analysis Zhuoping Zhou, Davoud Ataee Tarzanagh, Bojian Hou, Boning Tong, Jia Xu, Yanbo Feng, Qi Long, Li Shen

UAI 2023 Fairness-Aware Class Imbalanced Learning on Multiple Subgroups Davoud Ataee Tarzanagh, Bojian Hou, Boning Tong, Qi Long, Li Shen