ADAGES: Adaptive Aggregation with Stability for Distributed Feature Selection. - Yu Gui (FODS, 2020)

NGM: Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks. - Xin Xing; Yu Gui; Chenguang Dai; Jun S. Liu (ICMLA, 2020)

Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks. - Xin Xing; Yu Gui; Chenguang Dai; Jun S. Liu (CoRR, 2020)

Multi-stream Information-Based Neural Network for Mammogram Mass Segmentation. - Zhilin Li; Zijian Deng; Li Chen; Yu Gui; Zhigang Cai; Jianwei Liao 001 (ICANN (1), 2022)

FPGA-NHAP: A General FPGA-Based Neuromorphic Hardware Acceleration Platform With High Speed and Low Power. - Yijun Liu; Yuehai Chen; Wujian Ye; Yu Gui (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Conformalized matrix completion. - Yu Gui; Rina Barber; Cong Ma 001 (NeurIPS, 2023)

Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage. - Yu Gui; Cong Ma 001; Yiqiao Zhong (CoRR, 2023)

Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees. - Yu Gui; Ying Jin; Zhimei Ren (NeurIPS, 2024)

Conformal Prediction: A Data Perspective. - Xiaofan Zhou; Baiting Chen; Yu Gui; Lu Cheng (CoRR, 2024)

Statistical Equilibrium of Optimistic Beliefs. - Yu Gui; Bahar Taskesen (CoRR, 2025)

Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables. - Yu Gui; Cong Ma; Zongming Ma (CoRR, 2025)

ACS: An interactive framework for conformal selection. - Yu Gui; Ying Jin; Yash Nair; Zhimei Ren (CoRR, 2025)