Xuran Meng

15 papers A* 2Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Consistency: Inference for the Relative risk functional in Deep Nonparametric Cox Models. CoRR Sattwik Ghosal, Xuran Meng, Yi Li
2025	J	`jnl`	Inferring Outcome Means of Exponential Family Distributions Estimated by Deep Neural Networks. CoRR Xuran Meng, Yi Li
2025	J	`jnl`	Per-example gradient regularization improves learning signals from noisy data. Mach. Learn. Xuran Meng, Yuan Cao, Difan Zou
2025	J	`jnl`	Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future. CoRR Yidong Wang, Xin Wang, Cunxiang Wang, Junfeng Fang, Qiufeng Wang, Jianing Chu, Xuran Meng, Shuxun Yang, Libo Qin, Yue Zhang, Wei Ye, Shikun Zhang
2025	J	`jnl`	Towards Understanding Feature Learning in Parameter Transfer. CoRR Hua Yuan, Xuran Meng, Qiufeng Wang, Shiyu Xia, Ning Xu, Xu Yang, Jing Wang, Xin Geng, Yong Rui
2025	A*	`conf`	Transformer Learns Optimal Variable Selection in Group-Sparse Classification. ICLR Chenyang Zhang, Xuran Meng, Yuan Cao
2025	J	`jnl`	Transformer Learns Optimal Variable Selection in Group-Sparse Classification. CoRR Chenyang Zhang, Xuran Meng, Yuan Cao
2024	A*	`conf`	Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data. ICML Xuran Meng, Difan Zou, Yuan Cao
2024	J	`jnl`	Initialization Matters: On the Benign Overfitting of Two-Layer ReLU CNN with Fully Trainable Layers. CoRR Shuning Shang, Xuran Meng, Yuan Cao, Difan Zou
2024	J	`jnl`	Multiple Descent in the Multiple Random Feature Model. J. Mach. Learn. Res. Xuran Meng, Jianfeng Yao, Yuan Cao
2023	J	`jnl`	Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data. CoRR Xuran Meng, Difan Zou, Yuan Cao
2023	J	`jnl`	Impact of classification difficulty on the weight matrices spectra in Deep Learning and application to early-stopping. J. Mach. Learn. Res. Xuran Meng, Jeff Yao
2023	J	`jnl`	Per-Example Gradient Regularization Improves Learning Signals from Noisy Data. CoRR Xuran Meng, Yuan Cao, Difan Zou
2022	J	`jnl`	Multiple Descent in the Multiple Random Feature Model. CoRR Xuran Meng, Jianfeng Yao, Yuan Cao
2021	J	`jnl`	Implicit Data-Driven Regularization in Deep Neural Networks under SGD. CoRR Xuran Meng, Jianfeng Yao