Ma, Jinwen

21 publications

NeurIPS 2025 HybridNorm: Towards Stable and Efficient Transformer Training via Hybrid Normalization Zhijian Zhuo, Yutao Zeng, Ya Wang, Sijun Zhang, Xiaoqing Li, Jian Yang, Zhou Xun, Jinwen Ma

ICLR 2025 Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models Zhijian Zhuo, Ya Wang, Yutao Zeng, Xiaoqing Li, Xun Zhou, Jinwen Ma

IJCAI 2024 Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries Jingyang Deng, Xingjian Li, Haoyi Xiong, Xiaoguang Hu, Jinwen Ma

ACML 2024 Graph Neural Networks (with Proper Weights) Can Escape Oversmoothing Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang

WACV 2023 Is Bigger Always Better? an Empirical Study on Efficient Architectures for Style Transfer and Beyond Jie An, Tao Li, Haozhi Huang, Jinwen Ma, Jiebo Luo

ECML-PKDD 2023 Overcoming Catastrophic Forgetting for Fine-Tuning Pre-Trained GANs Zeren Zhang, Xingjian Li, Tao Hong, Tianyang Wang, Jinwen Ma, Haoyi Xiong, Cheng-Zhong Xu

ICLR 2023 Towards a Unified Theoretical Understanding of Non-Contrastive Learning via Rank Differential Mechanism Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang

ICML 2022 PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs Zhengyang Shen, Tao Hong, Qi She, Jinwen Ma, Zhouchen Lin

IJCAI 2021 CIMON: Towards High-Quality Hash Codes Xiao Luo, Daqing Wu, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma, Zhongming Jin, Jianqiang Huang, Xian-Sheng Hua

AAAI 2021 Continual Learning by Using Information of Each Class Holistically Wenpeng Hu, Qi Qin, Mengyu Wang, Jinwen Ma, Bing Liu

AAAI 2021 PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs Zhengyang Shen, Tiancheng Shen, Zhouchen Lin, Jinwen Ma

AAAI 2021 Predictive Adversarial Learning from Positive and Unlabeled Data Wenpeng Hu, Ran Le, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao, Rui Yan

NeurIPS 2020 HRN: A Holistic Approach to One Class Learning Wenpeng Hu, Mengyu Wang, Qi Qin, Jinwen Ma, Bing Liu

AAAI 2020 Multi-Label Classification with Label Graph Superimposing Ya Wang, Dongliang He, Fu Li, Xiang Long, Zhichao Zhou, Jinwen Ma, Shilei Wen

ICML 2020 PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma

IJCAI 2019 GSN: A Graph-Structured Network for Multi-Party Dialogues Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan

ICLR 2019 Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation Wenpeng Hu, Zhou Lin, Bing Liu, Chongyang Tao, Zhengwei Tao, Jinwen Ma, Dongyan Zhao, Rui Yan

ICML 2019 The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects Zhanxing Zhu, Jingfeng Wu, Bing Yu, Lei Wu, Jinwen Ma

ECCV 2018 ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes Taihong Xiao, Jiapeng Hong, Jinwen Ma

CVPR 2015 Combination Features and Models for Human Detection Yunsheng Jiang, Jinwen Ma

NeCo 2001 Asymptotic Convergence Rate of the EM Algorithm for Gaussian Mixtures Jinwen Ma, Lei Xu, Michael I. Jordan