Shen, Jie

30 publications

ALT 2025 Efficient PAC Learning of Halfspaces with Constant Malicious Noise Rate Jie Shen

TMLR 2025 Towards Efficient Contrastive PAC Learning Jie Shen

AAAI 2024 Efficient Look-up Table from Expanded Convolutional Network for Accelerating Image Super-Resolution Kai Yin, Jie Shen

ICML 2023 Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise Shiwei Zeng, Jie Shen

WACV 2023 FAN-Trans: Online Knowledge Distillation for Facial Action Unit Detection Jing Yang, Jie Shen, Yiming Lin, Yordan Hristov, Maja Pantic

AISTATS 2023 PAC Learning of Halfspaces with Malicious Noise in Nearly Linear Time Jie Shen

AISTATS 2023 Semi-Verified PAC Learning from the Crowd Shiwei Zeng, Jie Shen

ICML 2022 Efficient PAC Learning from the Crowd with Pairwise Comparisons Shiwei Zeng, Jie Shen

MLJ 2022 Fast Spectral Analysis for Approximate Nearest Neighbor Search Jing Wang, Jie Shen

NeurIPS 2022 List-Decodable Sparse Mean Estimation Shiwei Zeng, Jie Shen

ICML 2022 Metric-Fair Active Learning Jie Shen, Nan Cui, Jing Wang

ICML 2022 Residual-Based Sampling for Online Outlier-Robust PCA Tianhao Zhu, Jie Shen

TMLR 2022 Uncertainty-Based Active Learning for Reading Comprehension Jing Wang, Jie Shen, Xiaofei Ma, Andrew Arnold

ALT 2021 Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance Jie Shen, Chicheng Zhang

WACV 2021 Lip-Reading with Densely Connected Temporal Convolutional Networks Pingchuan Ma, Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic

ICML 2021 On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise Jie Shen

ICML 2021 Sample-Optimal PAC Learning of Halfspaces with Malicious Noise Jie Shen

NeurIPS 2020 Efficient Active Learning of Sparse Halfspaces with Arbitrary Bounded Noise Chicheng Zhang, Jie Shen, Pranjal Awasthi

UAI 2020 One-Bit Compressed Sensing via One-Shot Hard Thresholding Jie Shen

WACV 2020 Shape Constrained Network for Eye Segmentation in the Wild Bingnan Luo, Jie Shen, Shiyang Cheng, Yujiang Wang, Maja Pantic

AISTATS 2019 Robust Matrix Completion from Quantized Observations Jie Shen, Pranjal Awasthi, Ping Li

ICML 2018 Provable Variable Selection for Streaming Features Jing Wang, Jie Shen, Ping Li

ICML 2017 On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit Jie Shen, Ping Li

MLJ 2017 Online Optimization for Max-Norm Regularization Jie Shen, Huan Xu, Ping Li

NeurIPS 2017 Partial Hard Thresholding: Towards a Principled Analysis of Support Recovery Jie Shen, Ping Li

CVPRW 2017 The Menpo Facial Landmark Localisation Challenge: A Step Towards the Solution Stefanos Zafeiriou, George Trigeorgis, Grigorios Chrysos, Jiankang Deng, Jie Shen

AISTATS 2016 Learning Structured Low-Rank Representation via Matrix Factorization Jie Shen, Ping Li

ICML 2016 Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit Jie Shen, Ping Li, Huan Xu

ICCVW 2015 The First Facial Landmark Tracking In-the-Wild Challenge: Benchmark and Results Jie Shen, Stefanos Zafeiriou, Grigoris G. Chrysos, Jean Kossaifi, Georgios Tzimiropoulos, Maja Pantic

NeurIPS 2014 Online Optimization for Max-Norm Regularization Jie Shen, Huan Xu, Ping Li