Gu, Jiaqi

15 publications

JMLR 2025 Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation Jiaqi Gu, Guosheng Yin

CVPR 2025 HybridGS: Decoupling Transients and Statics with 2D and 3D Gaussian Splatting Jingyu Lin, Jiaqi Gu, Lubin Fan, Bojian Wu, Yujing Lou, Renjie Chen, Ligang Liu, Jieping Ye

NeurIPS 2025 Knowledge-Based Visual Question Answer with Multimodal Processing, Retrieval and Filtering Yuyang Hong, Jiaqi Gu, Qi Yang, Lubin Fan, Yue Wu, Ying Wang, Kun Ding, Shiming Xiang, Jieping Ye

ECCV 2024 Learning Neural Volumetric Pose Features for Camera Localization Jingyu Lin, Jiaqi Gu, Bojian Wu, Lubin Fan, Renjie Chen, Ligang Liu, Jieping Ye

NeurIPS 2024 PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices Hanqing Zhu, Wenyan Cong, Guojin Chen, Shupeng Ning, Ray T. Chen, Jiaqi Gu, David Z. Pan

NeurIPS 2023 Pre-RMSNorm and Pre-CRMSNorm Transformers: Equivalent and Efficient Pre-LN Transformers Zixuan Jiang, Jiaqi Gu, Hanqing Zhu, David Pan

CVPR 2022 Homography Loss for Monocular 3D Object Detection Jiaqi Gu, Bojian Wu, Lubin Fan, Jianqiang Huang, Shen Cao, Zhiyu Xiang, Xian-Sheng Hua

CVPR 2022 Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation Jiaqi Gu, Hyoukjun Kwon, Dilin Wang, Wei Ye, Meng Li, Yu-Hsin Chen, Liangzhen Lai, Vikas Chandra, David Z. Pan

NeurIPS 2022 NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation Jiaqi Gu, Zhengqi Gao, Chenghao Feng, Hanqing Zhu, Ray Chen, Duane Boning, David Pan

ICML 2021 Crystallization Learning with the Delaunay Triangulation Jiaqi Gu, Guosheng Yin

AAAI 2021 Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Ray T. Chen, David Z. Pan

NeurIPS 2021 L2ight: Enabling On-Chip Learning for Optical Neural Networks via Efficient In-Situ Subspace Optimization Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Zixuan Jiang, Ray Chen, David Pan

ICCV 2021 Towards Memory-Efficient Neural Networks via Multi-Level in Situ Generation Jiaqi Gu, Hanqing Zhu, Chenghao Feng, Mingjie Liu, Zixuan Jiang, Ray T. Chen, David Z. Pan

ECCV 2020 An Efficient Training Framework for Reversible Neural Architectures Zixuan Jiang, Keren Zhu, Mingjie Liu, Jiaqi Gu, David Z. Pan

ICML 2019 Fast Algorithm for Generalized Multinomial Models with Ranking Data Jiaqi Gu, Guosheng Yin