Nonlinear Feature Extraction with Max-Margin Data Shifting. - Jianqiao Wangni; Ning Chen (AAAI, 2016)

Stochastic Orthant-Wise Limited-Memory Quasi-Newton Method. - Jianqiao Wangni (CoRR, 2017)

Learning Sparse Visual Representations with Leaky Capped Norm Regularizers. - Jianqiao Wangni; Dahua Lin (CoRR, 2017)

Learning Random Fourier Features by Hybrid Constrained Optimization. - Jianqiao Wangni; Jingwei Zhuo; Jun Zhu 001 (CoRR, 2017)

Orthant-Wise Passive Descent Algorithms for Training L1-Regularized Models. - Jianqiao Wangni (AAAI, 2018)

Gradient Sparsification for Communication-Efficient Distributed Optimization. - Jianqiao Wangni; Jialei Wang; Ji Liu; Tong Zhang 001 (NeurIPS, 2018)

Monocular 3D Pose Recovery via Nonconvex Sparsity with Theoretical Analysis. - Jianqiao Wangni; Dahua Lin; Ji Liu; Kostas Daniilidis; Jianbo Shi (CoRR, 2018)

Normalized Diversification. - Shaohui Liu; Xiao Zhang; Jianqiao Wangni; Jianbo Shi (CVPR, 2019)

Trajectory Normalized Gradients for Distributed Optimization. - Jianqiao Wangni; Ke Li 011; Jianbo Shi; Jitendra Malik (CoRR, 2019)

Towards Statistically Provable Geometric 3D Human Pose Recovery. - Jianqiao Wangni; Dahua Lin; Ji Liu; Kostas Daniilidis; Jianbo Shi (SIAM J. Imaging Sci., 2021)

Quantized Adaptive Subgradient Algorithms and Their Applications. - Ke Xu; Jianqiao Wangni; Yifan Zhang 004; Deheng Ye; Jiaxiang Wu 001; Peilin Zhao (CoRR, 2022)

Robust Boosting Forests with Richer Deep Feature Hierarchy. - Jianqiao Wangni (CoRR, 2022)

Deep Nonparametric Convexified Filtering for Computational Photography, Image Synthesis and Adversarial Defense. - Jianqiao Wangni (CoRR, 2023)

Relay Diffusion: Unifying diffusion process across resolutions for image synthesis. - Jiayan Teng; Wendi Zheng; Ming Ding 004; Wenyi Hong; Jianqiao Wangni; Zhuoyi Yang; Jie Tang 001 (ICLR, 2024)

Convolutional Networks as Extremely Small Foundation Models: Visual Prompting and Theoretical Perspective. - Jianqiao Wangni (CoRR, 2024)

Language Models and Cycle Consistency for Self-Reflective Machine Translation. - Jianqiao Wangni (CoRR, 2024)

GPT Carry-On: Training Foundation Model for Customization Could Be Simple, Scalable and Affordable. - Jianqiao Wangni (CoRR, 2025)