Learning Halfspaces with Pairwise Comparisons: Breaking the Barriers of Query Complexity via Crowd Wisdom. - Shiwei Zeng 001; Jie Shen 005 (CoRR, 2020)

Semi-verified Learning from the Crowd with Pairwise Comparisons. - Shiwei Zeng 001; Jie Shen 005 (CoRR, 2021)

Efficient PAC Learning from the Crowd with Pairwise Comparisons. - Shiwei Zeng 001; Jie Shen 005 (ICML, 2022)

List-Decodable Sparse Mean Estimation. - Shiwei Zeng 001; Jie Shen 005 (NeurIPS, 2022)

Semi-Verified PAC Learning from the Crowd. - Shiwei Zeng 001; Jie Shen 005 (AISTATS, 2023)

Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise. - Shiwei Zeng 001; Jie Shen 005 (ICML, 2023)

Attribute-Efficient PAC Learning of Sparse Halfspaces with Constant Malicious Noise Rate. - Shiwei Zeng 001; Jie Shen 005 (CoRR, 2025)