Jiayi Shen

72 papers A* 16A 1Journal 39Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Establishing T1 and ECV mapping based nomogram differentiate acute ischemic and nonischemic myocardial injury: a proof-of-concept study.
BMC Medical Imaging
Yanping Su, Cunxue Pan, Hongfei Hu, Di Shen, Ruolei Ye, Chenhui Zhou, Mingzhen Chen, Minjiang Chen, Jian Chen, Kan Liu, Jiayi Shen, Shuiwei Xia, Min Xu, Lingchun Lv, Chenying Lu, Jiansong Ji
2025 J jnl
Art3D: Training-Free 3D Generation from Flat-Colored Illustration.
CoRR
Xiaoyan Cong, Jiayi Shen, Zekun Li, Rao Fu, Tao Lu, Srinath Sridhar
2025 J jnl
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence.
CoRR
Wenzhe Yin, Zehao Xiao, Pan Zhou, Shujian Yu, Jiayi Shen, Jan-Jakob Sonke, Efstratios Gavves
2025 A* conf
DynaPrompt: Dynamic Test-Time Prompt Tuning.
ICLR
Zehao Xiao, Shilin Yan, Jack Hong, Jiayin Cai, Xiaolong Jiang, Yao Hu, Jiayi Shen, Qi Wang, Cees G. M. Snoek
2025 J jnl
DynaPrompt: Dynamic Test-Time Prompt Tuning.
CoRR
Zehao Xiao, Shilin Yan, Jack Hong, Jiayin Cai, Xiaolong Jiang, Yao Hu, Jiayi Shen, Qi Wang, Cees G. M. Snoek
2025 J jnl
Geometric Neural Process Fields.
CoRR
Wenzhe Yin, Zehao Xiao, Jiayi Shen, Yunlu Chen, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves
2025 — conf
LongTail-Swap: benchmarking language models' abilities on rare words.
EMNLP (Findings)
Robin Algayres, Charles-Éric Saint-James, Mahi Luthra, Jiayi Shen, Youssef Benchekroun, Dongyan Lin, Rashel Moritz, Juan Pino, Emmanuel Dupoux
2025 J jnl
LongTail-Swap: benchmarking language models' abilities on rare words.
CoRR
Robin Algayres, Charles-Éric Saint-James, Mahi Luthra, Jiayi Shen, Dongyan Lin, Youssef Benchekroun, Rashel Moritz, Juan Pino, Emmanuel Dupoux
2025 J jnl
Model Predictive Task Sampling for Efficient and Robust Adaptation.
CoRR
Qi (Cheems) Wang, Zehao Xiao, Yixiu Mao, Yun Qu, Jiayi Shen, Yiqin Lv, Xiangyang Ji
2025 A* conf
Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes.
ICML
Jie Liu, Pan Zhou, Zehao Xiao, Jiayi Shen, Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves
2025 J jnl
Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes.
CoRR
Jie Liu, Pan Zhou, Zehao Xiao, Jiayi Shen, Wenzhe Yin, Jan-Jakob Sonke, Efstratios Gavves
2025 J jnl
Probabilistic Prototype Calibration of Vision-Language Models for Generalized Few-shot Semantic Segmentation.
CoRR
Jie Liu, Jiayi Shen, Pan Zhou, Jan-Jakob Sonke, Efstratios Gavves
2025 — conf
SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents.
PAKDD (3)
Dawei Li, Zhen Tan, Peijia Qian, Yifan Li, Kumar Satvik Chaudhary, Lijie Hu, Jiayi Shen
2025 J jnl
SpidR-Adapt: A Universal Speech Representation Model for Few-Shot Adaptation.
CoRR
Mahi Luthra, Jiayi Shen, Maxime Poli, Angelo Ortiz, Yosuke Higuchi, Youssef Benchekroun, Martin Gleize, Charles-Éric Saint-James, Dongyan Lin, Phillip Rust, Angel Villar, Surya Parimi, Vanessa Stark, Rashel Moritz, Juan Pino, Yann LeCun, Emmanuel Dupoux
2025 J jnl
SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision.
CoRR
Maxime Poli, Mahi Luthra, Youssef Benchekroun, Yosuke Higuchi, Martin Gleize, Jiayi Shen, Robin Algayres, Yu-An Chung, Mido Assran, Juan Pino, Emmanuel Dupoux
2025 J jnl
SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision.
Trans. Mach. Learn. Res.
Maxime Poli, Mahi Luthra, Youssef Benchekroun, Yosuke Higuchi, Martin Gleize, Jiayi Shen, Robin Algayres, Yu-An Chung, Mido Assran, Juan Pino, Emmanuel Dupoux
2025 J jnl
Visual Large Language Models for Generalized and Specialized Applications.
CoRR
Yifan Li, Zhixin Lai, Wentao Bao, Zhen Tan, Anh Dao, Kewei Sui, Jiayi Shen, Dong Liu, Huan Liu, Yu Kong
2024 A* conf
Any-Shift Prompting for Generalization Over Distributions.
CVPR
Zehao Xiao, Jiayi Shen, Mohammad Mahdi Derakhshani, Shengcai Liao, Cees G. M. Snoek
2024 J jnl
Any-Shift Prompting for Generalization over Distributions.
CoRR
Zehao Xiao, Jiayi Shen, Mohammad Mahdi Derakhshani, Shengcai Liao, Cees G. M. Snoek
2024 — conf
Behavior Recognition of Ship Pilots Based on Multimodal Video Data.
ICNSC
Meng Yu, Jun Zhang, Jiayi Shen, Xuetao Liu
2024 J jnl
Full Hill-type muscle model of the I1/I3 retractor muscle complex in Aplysia californica.
Biol. Cybern.
Ravesh Sukhnandan, Qianxue Chen, Jiayi Shen, Samantha Pao, Yu Huan, Gregory P. Sutton, Jeffrey P. Gill, Hillel J. Chiel, Victoria A. Webster-Wood
2024 A* conf
GO4Align: Group Optimization for Multi-Task Alignment.
NeurIPS
Jiayi Shen, Qi Wang, Zehao Xiao, Nanne van Noord, Marcel Worring
2024 J jnl
GO4Align: Group Optimization for Multi-Task Alignment.
CoRR
Jiayi Shen, Qi (Cheems) Wang, Zehao Xiao, Nanne van Noord, Marcel Worring
2024 — conf
Investigating the Role of Errors in Programming Learning.
ITiCSE (2)
Alyssa Shuang Sha, Bernardo Pereira Nunes, Jiayi Shen
2024 J jnl
Multiscale attention feature fusion network for rolling bearing fault diagnosis under variable speed conditions.
Signal Image Video Process.
Jiayi Shen, Dongfang Zhao, Shulin Liu, Ze Cui
2024 J jnl
Optimal mission abort policy for a multi-component system with failure interaction.
Reliab. Eng. Syst. Saf.
Guoqing Cheng, Jiayi Shen, Fang Wang, Ling Li, Nan Yang
2024 J jnl
Proactive Gradient Conflict Mitigation in Multi-Task Learning: A Sparse Training Perspective.
CoRR
Zhi Zhang, Jiayi Shen, Congfeng Cao, Gaole Dai, Shiji Zhou, Qizhe Zhang, Shanghang Zhang, Ekaterina Shutova
2024 — conf
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling.
CoLLAs
Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2024 — conf
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks.
MMM (3)
Shuai Wang, Jiayi Shen, Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring
2024 — conf
Room-Temperature and Compressive Force-Free Metal-Metal Direct Bonding for Heterogeneous Integration of Micro-LED Array on 3D-IC.
3DIC
Jiayi Shen, Chang Liu, Tetsu Tanaka, Takafumi Fukushima
2024 J jnl
SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents.
CoRR
Dawei Li, Zhen Tan, Peijia Qian, Yifan Li, Kumar Satvik Chaudhary, Lijie Hu, Jiayi Shen
2024 — conf
Temporary Adhesive Effect on Multichip Thinning for Rapid Prototyping of 3D-IC from 2D-IC Fabricated in Foundry Shuttle Services.
3DIC
Akihiro Tominaga, Jiayi Shen, Chang Liu, Atsushi Shinoda, Tetsu Tanaka, Takafumi Fukushima
2023 — conf
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning.
CoLLAs
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2023 J jnl
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning.
CoRR
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2023 A* conf
Episodic Multi-Task Learning with Heterogeneous Neural Processes.
NeurIPS
Jiayi Shen, Xiantong Zhen, Qi Wang, Marcel Worring
2023 J jnl
Episodic Multi-Task Learning with Heterogeneous Neural Processes.
CoRR
Jiayi Shen, Xiantong Zhen, Qi Wang, Marcel Worring
2023 — conf
Impact of Super-long-throw PVD on TSV Metallization and Die-to-Wafer 3D Integration Based on Via-last.
3DIC
Jiayi Shen, Chang Liu, Tadaaki Hoshi, Atsushi Shinoda, Hisashi Kino, Tetsu Tanaka, Mariappan Murugesan, Mitsumasa Koyanagi, Takafumi Fukushima
2023 J jnl
Learning Variational Neighbor Labels for Test-Time Domain Generalization.
CoRR
Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2023 J jnl
Learning to Learn With Variational Inference for Cross-Domain Image Classification.
IEEE Trans. Multim.
Lei Zhang, Yingjun Du, Jiayi Shen, Xiantong Zhen
2023 J jnl
Parallel symbolic aggregate approximation and its application in intelligent fault diagnosis.
J. Intell. Fuzzy Syst.
Dongfang Zhao, Yesheng Chen, Shulin Liu, Jiayi Shen, Zhonghua Miao
2023 J jnl
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks.
CoRR
Shuai Wang, Jiayi Shen, Athanasios Efthymiou, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring
2023 J jnl
SPEED: Single-cell Pan-species atlas in the light of Ecology and Evolution for Development and Diseases.
Nucleic Acids Res.
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
2023 A* conf
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail.
CVPR
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2023 J jnl
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail.
CoRR
Ying-Jun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2022 A* conf
Association Graph Learning for Multi-Task Classification with Category Shifts.
NeurIPS
Jiayi Shen, Zehao Xiao, Xiantong Zhen, Cees Snoek, Marcel Worring
2022 J jnl
Association Graph Learning for Multi-Task Classification with Category Shifts.
CoRR
Jiayi Shen, Zehao Xiao, Xiantong Zhen, Cees G. M. Snoek, Marcel Worring
2022 J jnl
E^2VTS: Energy-Efficient Video Text Spotting from Unmanned Aerial Vehicles.
CoRR
Zhenyu Hu, Zhenyu Wu, Pengcheng Pi, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu
2022 — conf
Head Pose Estimation In Classroom Scenes.
AIAM
Jiayi Shen, Xue Qin, Zhenyu Zhou
2022 A* conf
NFormer: Robust Person Re-identification with Neighbor Transformer.
CVPR
Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves
2022 J jnl
NFormer: Robust Person Re-identification with Neighbor Transformer.
CoRR
Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves
2022 J jnl
Spherical Zero-Shot Learning.
IEEE Trans. Circuits Syst. Video Technol.
Jiayi Shen, Zehao Xiao, Xiantong Zhen, Lei Zhang
2022 A* conf
Unified Visual Transformer Compression.
ICLR
Shixing Yu, Tianlong Chen, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang
2022 J jnl
Unified Visual Transformer Compression.
CoRR
Shixing Yu, Tianlong Chen, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang
2021 A* conf
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty.
ICML
Zehao Xiao, Jiayi Shen, Xiantong Zhen, Ling Shao, Cees Snoek
2021 J jnl
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty.
CoRR
Zehao Xiao, Jiayi Shen, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
2021 — conf
Comparison between Time Series Analysis and Mode Decomposition on the Prediction of Bank of China Stock Price.
ICIBE
Weiqian Zhao, Huiling Huang, Jiayi Shen, Yuchen Xing
2021 — conf
E2VTS: Energy-Efficient Video Text Spotting From Unmanned Aerial Vehicles.
CVPR Workshops
Zhenyu Hu, Pengcheng Pi, Zhenyu Wu, Yunhe Xue, Jiayi Shen, Jianchao Tan, Xiangru Lian, Zhangyang Wang, Ji Liu
2021 A* conf
Learning A Minimax Optimizer: A Pilot Study.
ICLR
Jiayi Shen, Xiaohan Chen, Howard Heaton, Tianlong Chen, Jialin Liu, Wotao Yin, Zhangyang Wang
2021 J jnl
Multi-Task Neural Processes.
CoRR
Jiayi Shen, Xiantong Zhen, Marcel Worring, Ling Shao
2021 — conf
The 2020 Low-Power Computer Vision Challenge.
AICAS
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
2021 — conf
The Impact Index and Dynamic Forecast of the Retail New business formats based on Internet Big Data.
ICEEG
Rubing Wang, Jiayi Shen, Xiurui Wang, Yang Li
2021 A* conf
UMEC: Unified model and embedding compression for efficient recommendation systems.
ICLR
Jiayi Shen, Haotao Wang, Shupeng Gui, Jianchao Tan, Zhangyang Wang, Ji Liu
2021 A* conf
Variational Multi-Task Learning with Gumbel-Softmax Priors.
NeurIPS
Jiayi Shen, Xiantong Zhen, Marcel Worring, Ling Shao
2021 J jnl
Variational Multi-Task Learning with Gumbel-Softmax Priors.
CoRR
Jiayi Shen, Xiantong Zhen, Marcel Worring, Ling Shao
2020 J jnl
Characterizing reticulation in online social networks during disasters.
Appl. Netw. Sci.
Chao Fan, Jiayi Shen, Ali Mostafavi, Xia Hu
2020 A* conf
Eliminating the Invariance on the Loss Landscape of Linear Autoencoders.
ICML
Reza Oftadeh, Jiayi Shen, Zhangyang Wang, Dylan A. Shell
2020 A conf
Model-Agnostic Metric for Zero-Shot Learning.
WACV
Jiayi Shen, Haochen Wang, Anran Zhang, Qiang Qiu, Xiantong Zhen, Xianbin Cao
2019 A* conf
Attentional Neural Fields for Crowd Counting.
ICCV
Anran Zhang, Lei Yue, Jiayi Shen, Fan Zhu, Xiantong Zhen, Xianbin Cao, Ling Shao
2019 A* conf
Relational Attention Network for Crowd Counting.
ICCV
Anran Zhang, Jiayi Shen, Zehao Xiao, Fan Zhu, Xiantong Zhen, Xianbin Cao, Ling Shao
2018 J jnl
Feature Adaptation and Augmentation for Cross-Scene Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Jiayi Shen, Xianbin Cao, Yan Li, Dong Xu
2018 — conf
Predict the Best Graph Partitioning Strategy by Using Machine Learning Technology.
ICNCC
Jiayi Shen, Fabrice Huet
2013 J jnl
Study on a Robot 3D Laser Radar Information Collection System.
J. Digit. Inf. Manag.
Wei Chen, Jiayi Shen, Jiabin Xue