Direct l_(2, p)-Norm Learning for Feature Selection. - Hanyang Peng; Yong Fan (CoRR, 2015)

Direct Sparsity Optimization Based Feature Selection for Multi-Class Classification. - Hanyang Peng; Yong Fan (IJCAI, 2016)

Natural image classification driven by human brain activity. - Dai Zhang; Hanyang Peng; Jinqiao Wang; Ming Tang 001; Rong Xue; Zhentao Zuo (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

A General Framework for Sparsity Regularized Feature Selection via Iteratively Reweighted Least Square Minimization. - Hanyang Peng; Yong Fan (AAAI, 2017)

Feature selection by optimizing a lower bound of conditional mutual information. - Hanyang Peng; Yong Fan 001 (Inf. Sci., 2017)

Discriminative Feature Selection via Employing Smooth and Robust Hinge Loss. - Hanyang Peng; Cheng-Lin Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Beyond softmax loss: Intra-concentration and inter-separability loss for classification. - Hanyang Peng; Shiqi Yu 001 (Neurocomputing, 2021)

A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization. - Hanyang Peng; Shiqi Yu 001 (IEEE Trans. Image Process., 2021)

Detect Faces Efficiently: A Survey and Evaluations. - Yuantao Feng; Shiqi Yu 001; Hanyang Peng; Yan-Ran Li 001; Jianguo Zhang 001 (IEEE Trans. Biom. Behav. Identity Sci., 2022)

Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training. - Hanyang Peng; Shuang Qin; Yue Yu; Jin Wang; Hui Wang; Ge Li (NeurIPS, 2023)

YuNet: A Tiny Millisecond-level Face Detector. - Wei Wu 041; Hanyang Peng; Shiqi Yu 001 (Mach. Intell. Res., 2023)

ICL-SAM: Synergizing In-context Learning Model and SAM in Medical Image Segmentation. - Jiesi Hu; Yang Shang; Yanwu Yang; Xutao Guo; Hanyang Peng; Ting Ma (MIDL, 2024)

Online Self-Preferring Language Models. - Yuanzhao Zhai; Zhuo Zhang 007; Kele Xu; Hanyang Peng; Yue Yu 001; Dawei Feng; Cheng Yang 004; Bo Ding; Huaimin Wang (CoRR, 2024)

Re-Thinking the Effectiveness of Batch Normalization and Beyond. - Hanyang Peng; Yue Yu 001; Shiqi Yu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Correcting Large Language Model Behavior via Influence Function. - Han Zhang 025; Zhuo Zhang 007; Yi Zhang; Yuanzhao Zhai; Hanyang Peng; Yu Lei; Yue Yu 001; Hui Wang 030; Bin Liang 004; Lin Gui 003; Ruifeng Xu 001 (AAAI, 2025)

Building 3D In-Context Learning Universal Model in Neuroimaging. - Jiesi Hu; Hanyang Peng; Yanwu Yang; Xutao Guo; Yang Shang; Pengcheng Shi; Chenfei Ye; Ting Ma 001 (CoRR, 2025)

RingMoE: Mixture-of-Modality-Experts Multi-Modal Foundation Models for Universal Remote Sensing Image Interpretation. - Hanbo Bi; Yingchao Feng; Boyuan Tong; Mengyu Wang; Haichen Yu; Yongqiang Mao; Hao Chang; Wenhui Diao; Peijin Wang; Yue Yu 001; Hanyang Peng; Yehong Zhang; et al. (CoRR, 2025)

VoiceMark: Zero-Shot Voice Cloning-Resistant Watermarking Approach Leveraging Speaker-Specific Latents. - Haiyun Li; Zhiyong Wu 001; Xiaofeng Xie; Jingran Xie; Yaoxun Xu; Hanyang Peng (CoRR, 2025)

Simple Convergence Proof of Adam From a Sign-like Descent Perspective. - Hanyang Peng; Shuang Qin; Yue Yu 001; Fangqing Jiang; Hui Wang; Zhouchen Lin (CoRR, 2025)

SoftSignSGD(S3): An Enhanced Optimizer for Practical DNN Training and Loss Spikes Minimization Beyond Adam. - Hanyang Peng; Shuang Qin; Yue Yu 001; Fangqing Jiang; Hui Wang 030; Wen Gao 001 (CoRR, 2025)