Jiayi Shen

According to our database, Jiayi Shen authored at least 55 papers between 2013 and 2025.

Collaborative distances:

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

2025

Probabilistic Prototype Calibration of Vision-Language Models for Generalized Few-shot Semantic Segmentation.

Jie Liu, Jiayi Shen, Pan Zhou, Jan-Jakob Sonke, Efstratios Gavves

CoRR, June, 2025

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes.

Jie Liu, Pan Zhou, Zehao Xiao, Jiayi Shen, Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves

CoRR, May, 2025

Art3D: Training-Free 3D Generation from Flat-Colored Illustration.

Xiaoyan Cong, Jiayi Shen, Zekun Li, Rao Fu, Tao Lu, Srinath Sridhar

CoRR, April, 2025

Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence.

Wenzhe Yin, Zehao Xiao, Pan Zhou, Shujian Yu, Jiayi Shen, Jan-Jakob Sonke, Efstratios Gavves

CoRR, February, 2025

Geometric Neural Process Fields.

Wenzhe Yin, Zehao Xiao, Jiayi Shen, Yunlu Chen, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves

CoRR, February, 2025

DynaPrompt: Dynamic Test-Time Prompt Tuning.

Zehao Xiao, Shilin Yan, Jack Hong, Jiayin Cai, Xiaolong Jiang, Yao Hu, Jiayi Shen, Qi Wang, Cees G. M. Snoek

CoRR, January, 2025

Beyond Any-Shot Adaptation: Predicting Optimization Outcome for Robustness Gains without Extra Pay.

Qi Cheems Wang, Zehao Xiao, Yixiu Mao, Yun Qu, Jiayi Shen, Yiqin Lv, Xiangyang Ji

CoRR, January, 2025

Visual Large Language Models for Generalized and Specialized Applications.

Yifan Li, Zhixin Lai, Wentao Bao, Zhen Tan, Anh Dao, Kewei Sui, Jiayi Shen, Dong Liu, Huan Liu, Yu Kong

CoRR, January, 2025

SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents.

Dawei Li, Zhen Tan, Peijia Qian, Yifan Li, Kumar Satvik Chaudhary, Lijie Hu, Jiayi Shen

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

DynaPrompt: Dynamic Test-Time Prompt Tuning.

Zehao Xiao, Shilin Yan, Jack Hong, Jiayin Cai, Xiaolong Jiang, Yao Hu, Jiayi Shen, Cheems Wang, Cees G. M. Snoek

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Full Hill-type muscle model of the I1/I3 retractor muscle complex in Aplysia californica.

Ravesh Sukhnandan, Qianxue Chen, Jiayi Shen, Samantha Pao, Yu Huan, Gregory P. Sutton, Jeffrey P. Gill, Hillel J. Chiel, Victoria A. Webster-Wood

Biol. Cybern., August, 2024

Optimal mission abort policy for a multi-component system with failure interaction.

Guoqing Cheng, Jiayi Shen, Fang Wang, Ling Li, Nan Yang

Reliab. Eng. Syst. Saf., February, 2024

Multiscale attention feature fusion network for rolling bearing fault diagnosis under variable speed conditions.

Jiayi Shen, Dongfang Zhao, Shulin Liu, Ze Cui

Signal Image Video Process., 2024

Proactive Gradient Conflict Mitigation in Multi-Task Learning: A Sparse Training Perspective.

Zhi Zhang, Jiayi Shen, Congfeng Cao, Gaole Dai, Shiji Zhou, Qizhe Zhang, Shanghang Zhang, Ekaterina Shutova

CoRR, 2024

SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents.

Dawei Li, Zhen Tan, Peijia Qian, Yifan Li, Kumar Satvik Chaudhary, Lijie Hu, Jiayi Shen

CoRR, 2024

GO4Align: Group Optimization for Multi-Task Alignment.

Jiayi Shen, Cheems Wang, Zehao Xiao, Nanne van Noord, Marcel Worring

CoRR, 2024

GO4Align: Group Optimization for Multi-Task Alignment.

Jiayi Shen, Qi Wang, Zehao Xiao, Nanne van Noord, Marcel Worring

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks.

Shuai Wang, Jiayi Shen, Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Investigating the Role of Errors in Programming Learning.

Alyssa Shuang Sha, Bernardo Pereira Nunes, Jiayi Shen

Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 2, 2024

Behavior Recognition of Ship Pilots Based on Multimodal Video Data.

Meng Yu, Jun Zhang, Jiayi Shen, Xuetao Liu

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2024

Any-Shift Prompting for Generalization Over Distributions.

Zehao Xiao, Jiayi Shen, Mohammad Mahdi Derakhshani, Shengcai Liao, Cees G. M. Snoek

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Probabilistic Test-Time Generalization by Variational Neighbor-Labeling.

Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek

Proceedings of the Conference on Lifelong Learning Agents, 2024

Temporary Adhesive Effect on Multichip Thinning for Rapid Prototyping of 3D-IC from 2D-IC Fabricated in Foundry Shuttle Services.

Akihiro Tominaga, Jiayi Shen, Chang Liu, Atsushi Shinoda, Tetsu Tanaka, Takafumi Fukushima

Proceedings of the International 3D Systems Integration Conference, 2024

Room-Temperature and Compressive Force-Free Metal-Metal Direct Bonding for Heterogeneous Integration of Micro-LED Array on 3D-IC.

Jiayi Shen, Chang Liu, Tetsu Tanaka, Takafumi Fukushima

Proceedings of the International 3D Systems Integration Conference, 2024

2023

SPEED: Single-cell Pan-species atlas in the light of Ecology and Evolution for Development and Diseases.

Yangfeng Chen, Xingliang Zhang, Xi Peng, Yicheng Jin, Peiwen Ding, Jiedan Xiao, Changxiao Li, Fei Wang, Ashley Chang, Qizhen Yue, Mingyi Pu, Peixin Chen, Jiayi Shen, Mengrou Li, Tengfei Jia, Haoyu Wang, Li Huang, Guoji Guo, Wensheng Zhang, Hebin Liu, Xiangdong Wang, Dongsheng Chen

Nucleic Acids Res., January, 2023

Learning to Learn With Variational Inference for Cross-Domain Image Classification.

Lei Zhang, Yingjun Du, Jiayi Shen, Xiantong Zhen

IEEE Trans. Multim., 2023

Parallel symbolic aggregate approximation and its application in intelligent fault diagnosis.

Dongfang Zhao, Yesheng Chen, Shulin Liu, Jiayi Shen, Zhonghua Miao

J. Intell. Fuzzy Syst., 2023

Learning Variational Neighbor Labels for Test-Time Domain Generalization.

Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek

CoRR, 2023

Episodic Multi-Task Learning with Heterogeneous Neural Processes.

Jiayi Shen, Xiantong Zhen, Qi Wang, Marcel Worring

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

SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail.

Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek

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

EMO: Episodic Memory Optimization for Few-Shot Meta-Learning.

Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek

Proceedings of the Conference on Lifelong Learning Agents, 2023

Impact of Super-long-throw PVD on TSV Metallization and Die-to-Wafer 3D Integration Based on Via-last.

Jiayi Shen, Chang Liu, Tadaaki Hoshi, Atsushi Shinoda, Hisashi Kino, Tetsu Tanaka, Mariappan Murugesan, Mitsumasa Koyanagi, Takafumi Fukushima

Proceedings of the IEEE International 3D Systems Integration Conference, 2023

2022

Spherical Zero-Shot Learning.

Jiayi Shen, Zehao Xiao, Xiantong Zhen, Lei Zhang

IEEE Trans. Circuits Syst. Video Technol., 2022

E^2VTS: Energy-Efficient Video Text Spotting from Unmanned Aerial Vehicles.

Zhenyu Hu, Zhenyu Wu, Pengcheng Pi, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu

CoRR, 2022

Association Graph Learning for Multi-Task Classification with Category Shifts.

Jiayi Shen, Zehao Xiao, Xiantong Zhen, Cees Snoek, Marcel Worring

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

Unified Visual Transformer Compression.

Shixing Yu, Tianlong Chen, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

NFormer: Robust Person Re-identification with Neighbor Transformer.

Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves

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

Head Pose Estimation In Classroom Scenes.

Jiayi Shen, Xue Qin, Zhenyu Zhou

Proceedings of the 4th International Conference on Artificial Intelligence and Advanced Manufacturing, 2022

2021

Multi-Task Neural Processes.

Jiayi Shen, Xiantong Zhen, Marcel Worring, Ling Shao

CoRR, 2021

Variational Multi-Task Learning with Gumbel-Softmax Priors.

Jiayi Shen, Xiantong Zhen, Marcel Worring, Ling Shao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Bit More Bayesian: Domain-Invariant Learning with Uncertainty.

Zehao Xiao, Jiayi Shen, Xiantong Zhen, Ling Shao, Cees Snoek

Proceedings of the 38th International Conference on Machine Learning, 2021

UMEC: Unified model and embedding compression for efficient recommendation systems.

Jiayi Shen, Haotao Wang, Shupeng Gui, Jianchao Tan, Zhangyang Wang, Ji Liu

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

Learning A Minimax Optimizer: A Pilot Study.

Jiayi Shen, Xiaohan Chen, Howard Heaton, Tianlong Chen, Jialin Liu, Wotao Yin, Zhangyang Wang

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

Comparison between Time Series Analysis and Mode Decomposition on the Prediction of Bank of China Stock Price.

Weiqian Zhao, Huiling Huang, Jiayi Shen, Yuchen Xing

Proceedings of the ICIBE 2021: The 7th International Conference on Industrial and Business Engineering, Macau, SAR, China, September 27, 2021

The Impact Index and Dynamic Forecast of the Retail New business formats based on Internet Big Data.

Rubing Wang, Jiayi Shen, Xiurui Wang, Yang Li

Proceedings of the ICEEG 2021: The 5th International Conference on E-Commerce, E-Business and E-Government, Rome, Italy, April 28, 2021

E2VTS: Energy-Efficient Video Text Spotting From Unmanned Aerial Vehicles.

Zhenyu Hu, Pengcheng Pi, Zhenyu Wu, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

The 2020 Low-Power Computer Vision Challenge.

Xiao Hu, Ming-Ching Chang, Yuwei Chen, Rahul Sridhar, Zhenyu Hu, Yunhe Xue, Zhenyu Wu, Pengcheng Pi, Jiayi Shen, Jianchao Tan, Xiangru Lian, Ji Liu, Zhangyang Wang, Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Kai-Chiang Wu, Wei-Xiang Guo, Rick Lee, Shengwen Liang, Zerun Wang, Guiguang Ding, Gang Zhang, Teng Xi, Yubei Chen, Han Cai, Ligeng Zhu, Zhekai Zhang, Song Han, Seonghwan Jeong, YoungMin Kwon, Tianzhe Wang, Jeffery Pan

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

2020

Characterizing reticulation in online social networks during disasters.

Chao Fan, Jiayi Shen, Ali Mostafavi, Xia Hu

Appl. Netw. Sci., 2020

Model-Agnostic Metric for Zero-Shot Learning.

Jiayi Shen, Haochen Wang, Anran Zhang, Qiang Qiu, Xiantong Zhen, Xianbin Cao

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Eliminating the Invariance on the Loss Landscape of Linear Autoencoders.

Reza Oftadeh, Jiayi Shen, Zhangyang Wang, Dylan A. Shell

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Attentional Neural Fields for Crowd Counting.

Anran Zhang, Lei Yue, Jiayi Shen, Fan Zhu, Xiantong Zhen, Xianbin Cao, Ling Shao

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Relational Attention Network for Crowd Counting.

Anran Zhang, Jiayi Shen, Zehao Xiao, Fan Zhu, Xiantong Zhen, Xianbin Cao, Ling Shao

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Feature Adaptation and Augmentation for Cross-Scene Hyperspectral Image Classification.

Jiayi Shen, Xianbin Cao, Yan Li, Dong Xu

IEEE Geosci. Remote. Sens. Lett., 2018

Predict the Best Graph Partitioning Strategy by Using Machine Learning Technology.

Jiayi Shen, Fabrice Huet

Proceedings of the VII International Conference on Network, Communication and Computing, 2018

2013

Study on a Robot 3D Laser Radar Information Collection System.

Wei Chen, Jiayi Shen, Jiabin Xue

J. Digit. Inf. Manag., 2013