Qin, Xiaohan

6 publications

ICLR 2026 ssToken: Self-Modulated and Semantic-Aware Token Selection for LLM Fine-Tuning Xiaohan Qin, Xiaoxing Wang, Ning Liao, Cancheng Zhang, Xiangdong Zhang, Mingquan Feng, Jingzhi Wang, Junchi Yan

NeurIPS 2025 NTKMTL: Mitigating Task Imbalance in Multi-Task Learning from Neural Tangent Kernel Perspective Xiaohan Qin, Xiaoxing Wang, Ning Liao, Junchi Yan

CVPR 2025 Revisiting Fairness in Multitask Learning: A Performance-Driven Approach for Variance Reduction Xiaohan Qin, Xiaoxing Wang, Junchi Yan

CVPR 2025 Towards Consistent Multi-Task Learning: Unlocking the Potential of Task-Specific Parameters Xiaohan Qin, Xiaoxing Wang, Junchi Yan

CVPR 2024 Boosting Order-Preserving and Transferability for Neural Architecture Search: A Joint Architecture Refined Search and Fine-Tuning Approach Beichen Zhang, Xiaoxing Wang, Xiaohan Qin, Junchi Yan

NeurIPS 2024 ReLIZO: Sample Reusable Linear Interpolation-Based Zeroth-Order Optimization Xiaoxing Wang, Xiaohan Qin, Xiaokang Yang, Junchi Yan