Li, Shiwei

20 publications

NeurIPS 2025 Beyond Higher Rank: Token-Wise Input-Output Projections for Efficient Low-Rank Adaptation Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Ziqiang Cui, Dugang Liu, Yuhua Li, Xiuqiang He, Ruixuan Li

ICML 2025 Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics Shiwei Li, Xiandi Luo, Xing Tang, Haozhao Wang, Hao Chen, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li

CVPR 2025 Matrix3D: Large Photogrammetry Model All-in-One Yuanxun Lu, Jingyang Zhang, Tian Fang, Jean-Daniel Nahmias, Yanghai Tsin, Long Quan, Xun Cao, Yao Yao, Shiwei Li

NeurIPS 2025 Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation Ziqiang Cui, Yunpeng Weng, Xing Tang, Xiaokun Zhang, Shiwei Li, Peiyang Liu, Bowei He, Dugang Liu, Weihong Luo, Xiuqiang He, Chen Ma

ICML 2025 The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li

ICML 2024 DSD-DA: Distillation-Based Source Debiasing for Domain Adaptive Object Detection Yongchao Feng, Shiwei Li, Yingjie Gao, Ziyue Huang, Yanan Zhang, Qingjie Liu, Yunhong Wang

CVPR 2024 Direct2.5: Diverse Text-to-3D Generation via Multi-View 2.5d Diffusion Yuanxun Lu, Jingyang Zhang, Shiwei Li, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan, Xun Cao, Yao Yao

ICML 2024 FedBAT: Communication-Efficient Federated Learning via Learnable Binarization Shiwei Li, Wenchao Xu, Haozhao Wang, Xing Tang, Yining Qi, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li

ICLR 2024 JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling Jingyang Zhang, Shiwei Li, Yuanxun Lu, Tian Fang, David Neil McKinnon, Yanghai Tsin, Long Quan, Yao Yao

AAAI 2023 Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction Shiwei Li, Huifeng Guo, Lu Hou, Wei Zhang, Xing Tang, Ruiming Tang, Rui Zhang, Ruixuan Li

ICCV 2023 NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimation Jingyang Zhang, Yao Yao, Shiwei Li, Jingbo Liu, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan

CVPR 2022 Critical Regularizations for Neural Surface Reconstruction in the Wild Jingyang Zhang, Yao Yao, Shiwei Li, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan

ECCV 2020 Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation Mingmin Zhen, Shiwei Li, Lei Zhou, Jiaxiang Shang, Haoan Feng, Tian Fang, Long Quan

ECCV 2020 Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-View Geometry Consistency Jiaxiang Shang, Tianwei Shen, Shiwei Li, Lei Zhou, Mingmin Zhen, Tian Fang, Long Quan

ECCV 2020 Stochastic Bundle Adjustment for Efficient and Scalable 3D Reconstruction Lei Zhou, Zixin Luo, Mingmin Zhen, Tianwei Shen, Shiwei Li, Zhuofei Huang, Tian Fang, Long Quan

ICCVW 2019 Self-Supervised Learning of Depth and Motion Under Photometric Inconsistency Tianwei Shen, Lei Zhou, Zixin Luo, Yao Yao, Shiwei Li, Jiahui Zhang, Tian Fang, Long Quan

ECCV 2018 MVSNet: Depth Inference for Unstructured Multi-View Stereo Yao Yao, Zixin Luo, Shiwei Li, Tian Fang, Long Quan

ECCV 2016 Efficient Multi-View Surface Refinement with Adaptive Resolution Control Shiwei Li, Sing Yu Siu, Tian Fang, Long Quan

ICCV 2015 Dual-Feature Warping-Based Motion Model Estimation Shiwei Li, Lu Yuan, Jian Sun, Long Quan

ICCV 2015 Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo Runze Zhang, Shiwei Li, Tian Fang, Siyu Zhu, Long Quan