Zhenyi Wang

According to our database, Zhenyi Wang authored at least 51 papers between 2011 and 2024.

Collaborative distances:

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

2024

Performance Prediction for Deep Learning Models With Pipeline Inference Strategy.

Zhenyi Wang, Pengfei Yang, Bowen Zhang, Linwei Hu, Wenkai Lv, Chengmin Lin, Cheng Zhang, Quan Wang

IEEE Internet Things J., January, 2024

Graph-Reinforcement-Learning-Based Dependency-Aware Microservice Deployment in Edge Computing.

Wenkai Lv, Pengfei Yang, Tianyang Zheng, Chengmin Lin, Zhenyi Wang, Minwen Deng, Quan Wang

IEEE Internet Things J., January, 2024

A Unified and General Framework for Continual Learning.

Zhenyi Wang, Yan Li, Li Shen, Heng Huang

CoRR, 2024

Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt.

Chenxi Liu, Zhenyi Wang, Tianyi Xiong, Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang

CoRR, 2024

Representation Surgery for Multi-Task Model Merging.

Enneng Yang, Li Shen, Zhenyi Wang, Guibing Guo, Xiaojun Chen, Xingwei Wang, Dacheng Tao

CoRR, 2024

2023

Distributionally Robust Memory Evolution With Generalized Divergence for Continual Learning.

Zhenyi Wang, Li Shen, Tiehang Duan, Qiuling Suo, Le Fang, Wei Liu, Mingchen Gao

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Regional Thermal Radiation Characteristics of FY Satellite Remote Sensing Based on Big Data Analysis.

Tao Wen, Congxin Wei, Zhenyi Wang, Linzhu Wang, Zihan Yang, Tingting Gu

Sensors, October, 2023

Efficient and accurate compound scaling for convolutional neural networks.

Chengmin Lin, Pengfei Yang, Quan Wang, Zeyu Qiu, Wenkai Lv, Zhenyi Wang

Neural Networks, October, 2023

Privacy-Preserving Regulation Capacity Evaluation for HVAC Systems in Heterogeneous Buildings Based on Federated Learning and Transfer Learning.

Zhenyi Wang, Peipei Yu, Hongcai Zhang

IEEE Trans. Smart Grid, September, 2023

Energy-Efficient and QoS-Aware Computation Offloading in GEO/LEO Hybrid Satellite Networks.

Wenkai Lv, Pengfei Yang, Yunqing Ding, Zhenyi Wang, Chengmin Lin, Quan Wang

Remote. Sens., July, 2023

UNCER: A framework for uncertainty estimation and reduction in neural decoding of EEG signals.

Tiehang Duan, Zhenyi Wang, Sheng Liu, Yiyi Yin, Sargur N. Srihari

Neurocomputing, June, 2023

Deep-Learning-Based Carrier Frequency Offset Estimation and Its Cross-Evaluation in Multiple-Channel Models.

Zhenyi Wang, Shengyun Wei, Li Zou, Feifan Liao, Weimin Lang, Yuanzhuo Li

Inf., February, 2023

Task-Distributionally Robust Data-Free Meta-Learning.

Zixuan Hu, Li Shen, Zhenyi Wang, Yongxian Wei, Baoyuan Wu, Chun Yuan, Dacheng Tao

CoRR, 2023

AdaMerging: Adaptive Model Merging for Multi-Task Learning.

Enneng Yang, Zhenyi Wang, Li Shen, Shiwei Liu, Guibing Guo, Xingwei Wang, Dacheng Tao

CoRR, 2023

Continual Learning From a Stream of APIs.

Enneng Yang, Zhenyi Wang, Li Shen, Nan Yin, Tongliang Liu, Guibing Guo, Xingwei Wang, Dacheng Tao

CoRR, 2023

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning.

Zhenyi Wang, Enneng Yang, Li Shen, Heng Huang

CoRR, 2023

Customized Load Profiles Synthesis for Electricity Customers Based on Conditional Diffusion Models.

Zhenyi Wang, Hongcai Zhang

CoRR, 2023

An Efficient Dataset Condensation Plugin and Its Application to Continual Learning.

Enneng Yang, Li Shen, Zhenyi Wang, Tongliang Liu, Guibing Guo

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

Defending against Data-Free Model Extraction by Distributionally Robust Defensive Training.

Zhenyi Wang, Li Shen, Tongliang Liu, Tiehang Duan, Yanjun Zhu, Donglin Zhan, David S. Doermann, Mingchen Gao

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

Learning to Learn from APIs: Black-Box Data-Free Meta-Learning.

Zixuan Hu, Li Shen, Zhenyi Wang, Baoyuan Wu, Chun Yuan, Dacheng Tao

Proceedings of the International Conference on Machine Learning, 2023

Data Augmented Flatness-aware Gradient Projection for Continual Learning.

Enneng Yang, Li Shen, Zhenyi Wang, Shiwei Liu, Guibing Guo, Xingwei Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Distributionally Robust Cross Subject EEG Decoding.

Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

MetaMix: Towards Corruption-Robust Continual Learning with Temporally Self-Adaptive Data Transformation.

Zhenyi Wang, Li Shen, Donglin Zhan, Qiuling Suo, Yanjun Zhu, Tiehang Duan, Mingchen Gao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning.

Zixuan Hu, Li Shen, Zhenyi Wang, Tongliang Liu, Chun Yuan, Dacheng Tao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Node-dependent Semantic Search over Heterogeneous Graph Neural Networks.

Zhenyi Wang, Huan Zhao, Fengqi Liang, Chuan Shi

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Retrieving GNN Architecture for Collaborative Filtering.

Fengqi Liang, Huan Zhao, Zhenyi Wang, Wei Fang, Chuan Shi

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Replay with Stochastic Neural Transformation for Online Continual EEG Classification.

Tiehang Duan, Zhenyi Wang, Gianfranco Doretto, Fang Li, Cui Tao, Donald A. Adjeroh

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Microservice Deployment in Edge Computing Based on Deep Q Learning.

Wenkai Lv, Quan Wang, Pengfei Yang, Yunqing Ding, Bijie Yi, Zhenyi Wang, Chengmin Lin

IEEE Trans. Parallel Distributed Syst., 2022

Online social network individual depression detection using a multitask heterogenous modality fusion approach.

Yiding Wang, Zhenyi Wang, Chenghao Li, Yilin Zhang, Haizhou Wang

Inf. Sci., 2022

Uncertainty Detection in EEG Neural Decoding Models.

Tiehang Duan, Zhenyi Wang, Sheng Liu, Sargur N. Srihari, Hui Yang

CoRR, 2022

Profiling the Design Space for Graph Neural Networks based Collaborative Filtering.

Zhenyi Wang, Huan Zhao, Chuan Shi

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Meta-learning without data via Wasserstein distributionally-robust model fusion.

Zhenyi Wang, Xiaoyang Wang, Li Shen, Qiuling Suo, Kaiqiang Song, Dong Yu, Yan Shen, Mingchen Gao

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network.

Tianyu Zhao, Cheng Yang, Yibo Li, Quan Gan, Zhenyi Wang, Fengqi Liang, Huan Zhao, Yingxia Shao, Xiao Wang, Chuan Shi

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Improving Task-free Continual Learning by Distributionally Robust Memory Evolution.

Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Tiehang Duan, Mingchen Gao

Proceedings of the International Conference on Machine Learning, 2022

Meta-Learning with Less Forgetting on Large-Scale Non-Stationary Task Distributions.

Zhenyi Wang, Li Shen, Le Fang, Qiuling Suo, Donglin Zhan, Tiehang Duan, Mingchen Gao

Proceedings of the Computer Vision - ECCV 2022, 2022

Learning to Learn and Remember Super Long Multi-Domain Task Sequence.

Zhenyi Wang, Li Shen, Tiehang Duan, Donglin Zhan, Le Fang, Mingchen Gao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Meta-Learning with Neural Tangent Kernels.

Yufan Zhou, Zhenyi Wang, Jiayi Xian, Changyou Chen, Jinhui Xu

Proceedings of the 9th International Conference on Learning Representations, 2021

Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness.

Zhenyi Wang, Tiehang Duan, Le Fang, Qiuling Suo, Mingchen Gao

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Pose Filter-Based Ensemble Learning Enables Discovery of Orally Active, Nonsteroidal Farnesoid X Receptor Agonists.

Jie Xia, Zhenyi Wang, Yi Huan, Wenjie Xue, Xing Wang, Yuxi Wang, Zhenming Liu, Jui-Hua Hsieh, Liangren Zhang, Song Wu, Zhufang Shen, Hongmin Zhang, Xiang Simon Wang

J. Chem. Inf. Model., 2020

A Multitask Deep Learning Approach for User Depression Detection on Sina Weibo.

Yiding Wang, Zhenyi Wang, Chenghao Li, Yilin Zhang, Haizhou Wang

CoRR, 2020

A Multimodal Feature Fusion-Based Method for Individual Depression Detection on Sina Weibo.

Yiding Wang, Zhenyi Wang, Chenghao Li, Yilin Zhang, Haizhou Wang

Proceedings of the 39th IEEE International Performance Computing and Communications Conference, 2020

Bayesian Meta Sampling for Fast Uncertainty Adaptation.

Zhenyi Wang, Yang Zhao, Ping Yu, Ruiyi Zhang, Changyou Chen

Proceedings of the 8th International Conference on Learning Representations, 2020

Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference.

Bang An, Jie Lyu, Zhenyi Wang, Chunyuan Li, Changwei Hu, Fei Tan, Ruiyi Zhang, Yifan Hu, Changyou Chen

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints.

Zhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu, Changyou Chen

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions.

Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou, Junsong Yuan, Changyou Chen

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Predicting Antimicrobial Peptides by Using Increment of Diversity with Quadratic Discriminant Analysis Method.

Peng-Mian Feng, Zhenyi Wang, Xiaoyu Yu

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

2018

Location Augmentation for CNN.

Zhenyi Wang, Olga Veksler

CoRR, 2018

Implementation and Analysis of Improved RO PUFs with Latch Structure.

Zhao Huang, Chen Zhao, Quan Wang, Zhenyi Wang

Proceedings of the International Conference on Networking and Network Applications, 2018

2016

Top Management Team Heterogeneity Influence on Technological Innovation - The Empirical Analysis on the IT Enterprises from Six.

Zhenyi Wang, Qiutong He, Pengtao Zhou

Proceedings of the 15th Wuhan International Conference on E-Business, 2016

2014

Design of the virtual reality roam system for ancient city.

Qing Xie, Lin Ge, Zhenyi Wang

Proceedings of the 2nd International Conference on Systems and Informatics, 2014

2011

The Pricing Mechanism of Suppliers in Risk-sharing in External Financing.

Zhenyi Wang, Yihong Ru, Hanqing Li

Proceedings of the ICEIS 2011, 2011