Jianhui Sun

According to our database, Jianhui Sun authored at least 24 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

2D-SenseNet: A Simultaneous Demodulation and Denoising Network for DAS.

Yongxin Liang, Shibo Zhang, Jialei Zhang, Zhenyu Ye, Anchi Wan, Chunye Liu, Jianhui Sun, Zinan Wang

IEEE Trans. Instrum. Meas., 2024

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond.

Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang

CoRR, 2024

On the Role of Server Momentum in Federated Learning.

Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Prediction of fiber Rayleigh scattering responses based on deep learning.

Yongxin Liang, Jianhui Sun, Jialei Zhang, Yuyao Wang, Anchi Wan, Shibo Zhang, Zhenyu Ye, Shengtao Lin, Zinan Wang

Sci. China Inf. Sci., December, 2023

Scheduling Hyperparameters to Improve Generalization: From Centralized SGD to Asynchronous SGD.

Jianhui Sun, Ying Yang, Guangxu Xun, Aidong Zhang

ACM Trans. Knowl. Discov. Data, February, 2023

frDSM: An Ensemble Predictor With Effective Feature Representation for Deleterious Synonymous Mutation in Human Genome.

Huadong Wang, Jianhui Sun, Mengya Liu, Chun-Hou Zheng, Junfeng Xia, Na Cheng

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Dynamic Transfer Learning across Graphs.

Haohui Wang, Yuzhen Mao, Jianhui Sun, Si Zhang, Dawei Zhou

CoRR, 2023

Solving a Class of Non-Convex Minimax Optimization in Federated Learning.

Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Federated Conditional Stochastic Optimization.

Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Enhance Diffusion to Improve Robust Generalization.

Jianhui Sun, Sanchit Sinha, Aidong Zhang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Understanding and Enhancing Robustness of Concept-Based Models.

Sanchit Sinha, Mengdi Huai, Jianhui Sun, Aidong Zhang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Demystify Hyperparameters for Stochastic Optimization with Transferable Representations.

Jianhui Sun, Mengdi Huai, Kishlay Jha, Aidong Zhang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

71-76GHz Traveling Wave Tube Amplifier for High-data-rate Wireless Communication.

Shishuo Liu, Qingmei Xie, Zhaofei Chen, Yujuan Wu, Zhangxiong Zi, Jianhui Sun, Yinxing Chen, Jun Cai, Jinjun Feng

Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Augmenting Knowledge Transfer across Graphs.

Yuzhen Mao, Jianhui Sun, Dawei Zhou

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

A Stagewise Hyperparameter Scheduler to Improve Generalization.

Jianhui Sun, Ying Yang, Guangxu Xun, Aidong Zhang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Visual question answering with attention transfer and a cross-modal gating mechanism.

Wei Li, Jianhui Sun, Ge Liu, Linglan Zhao, Xiangzhong Fang

Pattern Recognit. Lett., 2020

Correlation Networks for Extreme Multi-label Text Classification.

Guangxu Xun, Kishlay Jha, Jianhui Sun, Aidong Zhang

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Malicious Attacks against Deep Reinforcement Learning Interpretations.

Mengdi Huai, Jianhui Sun, Renqin Cai, Liuyi Yao, Aidong Zhang

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

GLIMA: Global and Local Time Series Imputation with Multi-directional Attention Learning.

Qiuling Suo, Weida Zhong, Guangxu Xun, Jianhui Sun, Changyou Chen, Aidong Zhang

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Refining Proposals with Neighboring Contexts for Temporal Action Detection.

Dashan Guo, Wei Li, Ning Xu, Jianhui Sun, Xiangzhong Fang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Recurrent Imputation for Multivariate Time Series with Missing Values.

Qiuling Suo, Liuyi Yao, Guangxu Xun, Jianhui Sun, Aidong Zhang

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

2018

A low-rank multivariate general linear model for multi-subject fMRI data and a non-convex optimization algorithm for brain response comparison.

Tingting Zhang, Minh Pham, Jianhui Sun, Guofen Yan, Huazhang Li, Yinge Sun, Marlen Z. Gonzalez, James Arthur Coan

NeuroImage, 2018

Flow and Heat Transfer in the Tree-Like Branching Microchannel with/without Dimples.

Linqi Shui, Jianhui Sun, Feng Gao, Chunyan Zhang

Entropy, 2018

2017

600V 30A SiC IPM with Low Power Loss for Motor Drive Applications.

Qing Hua, Gongtang Wang, Jianhui Sun, Chunxing Wang

IEICE Trans. Electron., 2017