Jie Shen - RankMe

43 papers A* 12A 5B 1Journal 21Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Attribute-Efficient PAC Learning of Sparse Halfspaces with Constant Malicious Noise Rate. CoRR Shiwei Zeng, Jie Shen
2023	A*	`conf`	Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise. ICML Shiwei Zeng, Jie Shen
2023	J	`jnl`	Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise. CoRR Shiwei Zeng, Jie Shen
2023	A*	`conf`	Certified Edge Unlearning for Graph Neural Networks. KDD Kun Wu, Jie Shen, Yue Ning, Ting Wang, Wendy Hui Wang
2023	A	`conf`	Semi-Verified PAC Learning from the Crowd. AISTATS Shiwei Zeng, Jie Shen
2022	A*	`conf`	Efficient PAC Learning from the Crowd with Pairwise Comparisons. ICML Shiwei Zeng, Jie Shen
2022	J	`jnl`	Fast spectral analysis for approximate nearest neighbor search. Mach. Learn. Jing Wang, Jie Shen
2022	A*	`conf`	List-Decodable Sparse Mean Estimation. NeurIPS Shiwei Zeng, Jie Shen
2022	J	`jnl`	List-Decodable Sparse Mean Estimation. CoRR Shiwei Zeng, Jie Shen
2022	A*	`conf`	Metric-Fair Active Learning. ICML Jie Shen, Nan Cui, Jing Wang
2022	A*	`conf`	Residual-Based Sampling for Online Outlier-Robust PCA. ICML Tianhao Zhu, Jie Shen
2021	B	`conf`	Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance. ALT Jie Shen, Chicheng Zhang
2021	A*	`conf`	On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise. ICML Jie Shen
2021	A*	`conf`	Sample-Optimal PAC Learning of Halfspaces with Malicious Noise. ICML Jie Shen
2021	J	`jnl`	Sample-Optimal PAC Learning of Halfspaces with Malicious Noise. CoRR Jie Shen
2021	J	`jnl`	Semi-verified Learning from the Crowd with Pairwise Comparisons. CoRR Shiwei Zeng, Jie Shen
2020	J	`jnl`	Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance. CoRR Jie Shen, Chicheng Zhang
2020	A*	`conf`	Efficient active learning of sparse halfspaces with arbitrary bounded noise. NeurIPS Chicheng Zhang, Jie Shen, Pranjal Awasthi
2020	J	`jnl`	Efficient active learning of sparse halfspaces with arbitrary bounded noise. CoRR Chicheng Zhang, Jie Shen, Pranjal Awasthi
2020	J	`jnl`	Learning Halfspaces with Pairwise Comparisons: Breaking the Barriers of Query Complexity via Crowd Wisdom. CoRR Shiwei Zeng, Jie Shen
2020	J	`jnl`	On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise. CoRR Jie Shen
2020	A	`conf`	One-Bit Compressed Sensing via One-Shot Hard Thresholding. UAI Jie Shen
2020	J	`jnl`	One-Bit Compressed Sensing via One-Shot Hard Thresholding. CoRR Jie Shen
2019	A	`conf`	Robust Matrix Completion from Quantized Observations. AISTATS Jie Shen, Pranjal Awasthi, Ping Li
2018	A*	`conf`	Provable Variable Selection for Streaming Features. ICML Jing Wang, Jie Shen, Ping Li
2017	J	`jnl`	A Tight Bound of Hard Thresholding. J. Mach. Learn. Res. Jie Shen, Ping Li
2017	J	`jnl`	Object proposal with kernelized partial ranking. Pattern Recognit. Jing Wang, Jie Shen, Ping Li
2017	A*	`conf`	On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit. ICML Jie Shen, Ping Li
2017	A	`conf`	Online Matrix Completion for Signed Link Prediction. WSDM Jing Wang, Jie Shen, Ping Li, Huan Xu
2017	J	`jnl`	Online optimization for max-norm regularization. Mach. Learn. Jie Shen, Huan Xu, Ping Li
2017	—	`conf`	Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery. NIPS Jie Shen, Ping Li
2016	J	`jnl`	A Tight Bound of Hard Thresholding. CoRR Jie Shen, Ping Li
2016	A	`conf`	Learning Structured Low-Rank Representation via Matrix Factorization. AISTATS Jie Shen, Ping Li
2016	A*	`conf`	Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit. ICML Jie Shen, Ping Li, Huan Xu
2015	J	`jnl`	Object Proposal via Partial Re-ranking. CoRR Jing Wang, Jie Shen
2015	J	`jnl`	Social Trust Prediction via Max-norm Constrained 1-bit Matrix Completion. CoRR Jing Wang, Jie Shen, Huan Xu
2014	—	`conf`	A Latent Clothing Attribute Approach for Human Pose Estimation. ACCV (1) Weipeng Zhang, Jie Shen, Guangcan Liu, Yong Yu
2014	J	`jnl`	A Latent Clothing Attribute Approach for Human Pose Estimation. CoRR Weipeng Zhang, Jie Shen, Guangcan Liu, Yong Yu
2014	—	`conf`	Location-Based Hierarchical Event Summary for Social Media Photos. PCM Weipeng Zhang, Jia Chen, Jie Shen, Yong Yu
2014	—	`conf`	Online Optimization for Max-Norm Regularization. NIPS Jie Shen, Huan Xu, Ping Li
2014	J	`jnl`	Online Optimization for Max-Norm Regularization. CoRR Jie Shen, Huan Xu, Ping Li
2014	J	`jnl`	Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification. CoRR Jie Shen, Guangcan Liu, Jia Chen, Yuqiang Fang, Jianbin Xie, Yong Yu, Shuicheng Yan
2014	J	`jnl`	Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification. IEEE Trans. Image Process. Jie Shen, Guangcan Liu, Jia Chen, Yuqiang Fang, Jianbin Xie, Yong Yu, Shuicheng Yan