Yichen Wu

According to our database, Yichen Wu authored at least 51 papers between 2011 and 2024.

Collaborative distances:

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

2024

Symmetric Double-Supplemented Nested Array for Passive Localization of Mixed Near-Field and Far-Field Sources.

Yichen Wu, Junwei Qi, Ying-Zhen Wang, Yingsong Li

Remote. Sens., March, 2024

Dual-CBA: Improving Online Continual Learning via Dual Continual Bias Adaptors from a Bi-level Optimization Perspective.

Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Minghao Zhou, Deyu Meng

CoRR, 2024

Rotation and Permutation for Advanced Outlier Management and Efficient Quantization of LLMs.

Haokun Lin, Haobo Xu, Yichen Wu, Jingzhi Cui, Yingtao Zhang, Linzhan Mou, Linqi Song, Zhenan Sun, Ying Wei

CoRR, 2024

Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto Optimization.

Yichen Wu, Hong Wang, Peilin Zhao, Yefeng Zheng, Ying Wei, Long-Kai Huang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Federated Continual Learning via Prompt-based Dual Knowledge Transfer.

Hongming Piao, Yichen Wu, Dapeng Wu, Ying Wei

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction.

Yichen Wu, Long-Kai Huang, Renzhen Wang, Deyu Meng, Ying Wei

Proceedings of the Twelfth International Conference on Learning Representations, 2024

On the Influence and Application of Regional Culture in Interaction Design.

Yichen Wu, Ruoyuan Liao

Proceedings of the HCI International 2024 Posters, 2024

Innovative Design of Interactive Shadow Puppets for Children Based on STEAM Education Concept.

Chen Wang, Jianan Liu, Lingyan Zhang, Xinyi Chen, Yichen Wu

Proceedings of the Learning and Collaboration Technologies, 2024

A Study on Enhancing the Influence of Intelligent Investment Advisors on Users Through Experience Design.

Beilei Feng, Yichen Wu

Proceedings of the Design, User Experience, and Usability, 2024

2023

Few-shot relation classification based on the BERT model, hybrid attention and fusion networks.

Yibing Li, Zenghui Ding, Zuchang Ma, Yichen Wu, Yu Wang, Ruiqi Zhang, Fei Xie, Xiaoye Ren

Appl. Intell., September, 2023

ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss via Meta-Learning.

Haowen Bai, Zixiang Zhao, Jiangshe Zhang, Yichen Wu, Lilun Deng, Yukun Cui, Shuang Xu, Baisong Jiang

CoRR, 2023

Imbalanced Semi-supervised Learning with Bias Adaptive Classifier.

Renzhen Wang, Xixi Jia, Quanziang Wang, Yichen Wu, Deyu Meng

Proceedings of the Eleventh International Conference on Learning Representations, 2023

CBA: Improving Online Continual Learning via Continual Bias Adaptor.

Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng

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

Secure Communication Using WFRFT-DSSS Based on Chaotic Cyclic Shift.

Chenxuan Gao, Yichen Wu, Yu Zhang

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

The Scope and Analysis of Design Methodologies for User Experience in Interaction Design.

Yichen Wu

Proceedings of the HCI International 2023 Posters, 2023

The Strategy of Sustainable Concepts in the Design of Digital Services for Broken Screen Insurance.

Xiaotong Tian, Yichen Wu

Proceedings of the Design, User Experience, and Usability, 2023

Research on the Strategy of Digital Services in the Adoption Scene of Pet Shelters.

Jianan Liu, Yichen Wu

Proceedings of the Design, User Experience, and Usability, 2023

2022

Enhance prototypical networks with hybrid attention and confusing loss function for few-shot relation classification.

Yibing Li, Zuchang Ma, Lisheng Gao, Yichen Wu, Fei Xie, Xiaoye Ren

Neurocomputing, 2022

Virtual impactor-based label-free bio-aerosol detection using holography and deep learning.

Yi Luo, Yijie Zhang, Tairan Liu, Alan Yu, Yichen Wu, Aydogan Ozcan

CoRR, 2022

Learning to generate imaginary tasks for improving generalization in meta-learning.

Yichen Wu, Long-Kai Huang, Ying Wei

CoRR, 2022

Survey on rain removal from videos or a single image.

Hong Wang, Yichen Wu, Minghan Li, Qian Zhao, Deyu Meng

Sci. China Inf. Sci., 2022

MAB-Based 3-Way Neighbor Discovery for Wireless Networks Using Directional Antennas.

Wenliang Sun, Yichen Wu, Yu Zhang

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Adversarial Task Up-sampling for Meta-learning.

Yichen Wu, Long-Kai Huang, Ying Wei

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

The Exploration of Tools and Methods for Designing Smart Products in User Experience.

Yichen Wu

Proceedings of the Design, User Experience, and Usability: UX Research, Design, and Assessment, 2022

2021

Structural residual learning for single image rain removal.

Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Shijun Zhang, Deyu Meng

Knowl. Based Syst., 2021

Dynamic imaging and characterization of volatile aerosols in e-cigarette emissions using deep learning-based holographic microscopy.

Yi Luo, Yichen Wu, Liqiao Li, Yuening Guo, Ege Cetintas, Yifang Zhu, Aydogan Ozcan

CoRR, 2021

Neighbor Matching for Semi-supervised Learning.

Renzhen Wang, Yichen Wu, Huai Chen, Lisheng Wang, Deyu Meng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Learning to Purify Noisy Labels via Meta Soft Label Corrector.

Yichen Wu, Jun Shu, Qi Xie, Qian Zhao, Deyu Meng

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Deep-Learning-Based Image Reconstruction and Enhancement in Optical Microscopy.

Kevin de Haan, Yair Rivenson, Yichen Wu, Aydogan Ozcan

Proc. IEEE, 2020

Single image rain streaks removal: a review and an exploration.

Hong Wang, Qi Xie, Yichen Wu, Qian Zhao, Deyu Meng

Int. J. Mach. Learn. Cybern., 2020

Feedback Strategies for Online Fountain Codes With Limited Feedback.

Peixiang Cai, Yu Zhang, Yichen Wu, Xiaohua Chang, Changyong Pan

IEEE Commun. Lett., 2020

Deep learning-based virtual refocusing of images using an engineered point-spread function.

Xilin Yang, Luzhe Huang, Yilin Luo, Yichen Wu, Hongda Wang, Yair Rivenson, Aydogan Ozcan

CoRR, 2020

Structural Residual Learning for Single Image Rain Removal.

Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Deyu Meng

CoRR, 2020

Robust Clipping Noise Cancellation Based on Location-Aware Compressed Sensing.

Xudong Zhang, Yu Zhang, Xiaohua Chang, Yichen Wu, Changyong Pan

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Clipping Noise Estimation Based on Deep Complex Neural Network with Sparsity Constraint.

Xudong Zhang, Yu Zhang, Xiaohua Chang, Yichen Wu, Changyong Pan

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

A Method of Relation Extraction Using Pre-training Models.

Yu Wang, Yining Sun, Zuchang Ma, Lisheng Gao, Yang Xu, Yichen Wu

Proceedings of the 13th International Symposium on Computational Intelligence and Design, 2020

The Design-Related Quality Factors of Smart and Interactive Products - From Industrial Design to User Experience and Interaction Design.

Yichen Wu

Proceedings of the HCI International 2020 - Late Breaking Posters, 2020

2019

Deep Learning-Enabled Computational Imaging in Optical Microscopy and Air Quality Monitoring

Yichen Wu

PhD thesis, 2019

Spatiotemporal Patterns and Morphological Characteristics of <i>Ulva prolifera</i> Distribution in the Yellow Sea, China in 2016-2018.

Yingzhi Cao, Yichen Wu, Zhixiang Fang, Xiaojian Cui, Jianfeng Liang, Xiao Song

Remote. Sens., 2019

A Survey on Rain Removal from Video and Single Image.

Hong Wang, Minghan Li, Yichen Wu, Qian Zhao, Deyu Meng

CoRR, 2019

Deep learning-based color holographic microscopy.

Tairan Liu, Zhensong Wei, Yair Rivenson, Kevin de Haan, Yibo Zhang, Yichen Wu, Aydogan Ozcan

CoRR, 2019

Three-dimensional propagation and time-reversal of fluorescence images.

Yichen Wu, Yair Rivenson, Hongda Wang, Yilin Luo, Eyal Ben-David, Aydogan Ozcan

CoRR, 2019

Resolution enhancement in scanning electron microscopy using deep learning.

Kevin de Haan, Zachary S. Ballard, Yair Rivenson, Yichen Wu, Aydogan Ozcan

CoRR, 2019

Multi-Source Evidence Data Fusion Approach to Detect Daily Distribution and Coverage of Ulva Prolifera in the Yellow Sea, China.

Zhongyuan Wang, Zhixiang Fang, Yichen Wu, Jianfeng Liang, Xiao Song

IEEE Access, 2019

2018

Cross-modality deep learning brings bright-field microscopy contrast to holography.

Yichen Wu, Yilin Luo, Gunvant Chaudhari, Yair Rivenson, Ayfer Calis, Kevin de Haan, Aydogan Ozcan

CoRR, 2018

Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery.

Yichen Wu, Yair Rivenson, Yibo Zhang, Zhensong Wei, Harun Gunaydin, Xing Lin, Aydogan Ozcan

CoRR, 2018

Learning topic models - provably and efficiently.

Sanjeev Arora, Rong Ge, Yoni Halpern, David M. Mimno, Ankur Moitra, David A. Sontag, Yichen Wu, Michael Zhu

Commun. ACM, 2018

An Exploration of Interaction Design Methodologies for Education: Comparing Professional vs. Educational Approaches, and Investigating the Role of Local Design Cultures.

Yichen Wu, Margherita Pillan

Proceedings of the Design, User Experience, and Usability: Designing Interactions, 2018

2014

Impact of fabrication non-uniformity on chip-scale silicon photonic integrated circuits.

Lukas Chrostowski, X. Wang, Jonas Flueckiger, Yichen Wu, Y. Wang, Sahba Talebi Fard

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2014

2013

A Practical Algorithm for Topic Modeling with Provable Guarantees.

Sanjeev Arora, Rong Ge, Yonatan Halpern, David M. Mimno, Ankur Moitra, David A. Sontag, Yichen Wu, Michael Zhu

Proceedings of the 30th International Conference on Machine Learning, 2013

2011

Fuzzy Cyclic Random Mapping for Face Recognition Based on MD-RiuLBP Feature.

Yichen Wu, Yuchun Fang, Ying Tan

Proceedings of the Biometric Recognition - 6th Chinese Conference, 2011