Leng, Jiaqi

6 publications

ICLR 2026 Understanding and Improving Length Generalization in Hierarchical Sparse Attention Models Jiaqi Leng, Xiang Hu, Junxiong Wang, Jianguo Li, Wei Wu, Yucheng Lu

AAAI 2025 FNIN: A Fourier Neural Operator-Based Numerical Integration Network for Surface-from-Gradients Jiaqi Leng, Yakun Ju, Yuanxu Duan, Jiangnan Zhang, Qingxuan Lv, Zuxuan Wu, Hao Fan

NeurIPS 2025 Hardware-Aligned Hierarchical Sparse Attention for Efficient Long-Term Memory Access Xiang Hu, Jiaqi Leng, Jun Zhao, Kewei Tu, Wei Wu

ICML 2025 Quantum Optimization via Gradient-Based Hamiltonian Descent Jiaqi Leng, Bin Shi

NeurIPS 2024 Differentiable Quantum Computing for Large-Scale Linear Control Connor Clayton, Jiaqi Leng, Gengzhi Yang, Yi-Ling Qiao, Ming C. Lin, Xiaodi Wu

NeurIPS 2022 Differentiable Analog Quantum Computing for Optimization and Control Jiaqi Leng, Yuxiang Peng, Yi-Ling Qiao, Ming Lin, Xiaodi Wu