Generalization and Memorization: The Bias Potential Model. - Hongkang Yang; Weinan E (MSML, 2021)

Generalization Error of GAN from the Discriminator's Perspective. - Hongkang Yang; Weinan E (CoRR, 2021)

A Mathematical Framework for Learning Probability Distributions. - Hongkang Yang (CoRR, 2022)

Operation of Dual-T-Type Modular Multilevel Converter for Uninterrupted Power Supply Under Bridge Failures. - Cheng Wang 012; Hongkang Yang; Hongting Hua; Yaosuo Xue (IEEE Trans. Ind. Electron., 2023)

Mathematical Theory of Machine Learning Models for Estimating Probability Distributions - Hongkang Yang (2023)

Memory3: Language Modeling with Explicit Memory. - Hongkang Yang; Zehao Lin; Wenjin Wang 003; Hao Wu 022; Zhiyu Li; Bo Tang 011; Wenqiang Wei; Jinbo Wang 003; Zeyun Tang; Shichao Song; Chenyang Xi; Yu Yu; et al. (CoRR, 2024)

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models. - Zhiyu Li; Shichao Song; Hanyu Wang; Simin Niu; Ding Chen; Jiawei Yang; Chenyang Xi; Huayi Lai; Jihao Zhao; Yezhaohui Wang; Junpeng Ren; Zehao Lin; et al. (CoRR, 2025)

Scalable Complexity Control Facilitates Reasoning Ability of LLMs. - Liangkai Hang; Junjie Yao; Zhiwei Bai; Tianyi Chen; Yang Chen; Rongjie Diao; Hezhou Li; Pengxiao Lin; Zhiwei Wang; Cheng Xu; Zhongwang Zhang; Zhangchen Zhou; et al. (CoRR, 2025)

Adaptive Preconditioners Trigger Loss Spikes in Adam. - Zhiwei Bai; Zhangchen Zhou; Jiajie Zhao; Xiaolong Li; Zhiyu Li; Feiyu Xiong; Hongkang Yang; Yaoyu Zhang; Zhi-Qin John Xu (CoRR, 2025)

MemOS: A Memory OS for AI System. - Zhiyu Li; Shichao Song; Chenyang Xi; Hanyu Wang; Chen Tang; Simin Niu; Ding Chen; Jiawei Yang; Chunyu Li; Qingchen Yu; Jihao Zhao; Yezhaohui Wang; et al. (CoRR, 2025)