Jiayu Zhou

284 papers A* 73A 18B 6C 3Misc 4Journal 144Unranked 33
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ciphertext-domain fragile watermarking using hamming codes for dual-stage tamper detection and recovery.
J. King Saud Univ. Comput. Inf. Sci.
Lingfeng Qu, Xin Wang, Jiayu Zhou, Yuan Yuan, Yaolin Yang, Yao Xin
2026 J jnl
Closing the Expertise Gap in Residential Building Energy Retrofits: A Domain-Specific LLM for Informed Decision-Making.
CoRR
Lei Shu, Armin Yeganeh, Sinem Mollaoglu, Jiayu Zhou, Dong Zhao
2026 J jnl
Co-opetition strategies in live streaming commerce: a game theory perspective.
Int. J. Prod. Res.
Yina Li, Yanrong Wang, Jiayu Zhou, Yu Ning, Fei Ye
2026 J jnl
DAGKAN: Medium-Term PV Power Prediction via Dual-Attention GRU and Kolmogorov-Arnold Network.
Int. J. Comput. Intell. Syst.
Jun Yuan, Chengsi Yao, Jiayu Zhou, Rongjun Chen, Xianxian Zeng, Genhua Huang, Guidong Zhang
2026 J jnl
Differential Privacy Consensus in Dynamic Topologies: Performance Analysis and Optimization.
IEEE Trans. Circuits Syst. I Regul. Pap.
Jiayu Zhou, Lingfeng Qu, Yanbin Sun, Wen Yang, Zhihong Tian
2026 A* conf
Gentle Manipulation Policy Learning via Demonstrations from VLM Planned Atomic Skills.
AAAI
Jiayu Zhou, Qiwei Wu, Jian Li, Zhe Chen, Xiaogang Xiong, Renjing Xu
2026 J jnl
Gentle Manipulation of Long-Horizon Tasks Without Human Demonstrations.
IEEE Robotics Autom. Lett.
Jiayu Zhou, Qiwei Wu, Haitao Jiang, Xuanbao Qin, Yunjiang Lou, Xiaogang Xiong, Renjing Xu
2026 J jnl
How AI-Generated Summaries of Reviews are Reshaping E-Commerce With Competing Retailers?
IEEE Trans. Engineering Management
Zheng Li, Yina Li, Jiayu Zhou, Fei Ye, Yuanzhu Zhan
2026 J jnl
One Size Does Not Fit All: Token-Wise Adaptive Compression for KV Cache.
CoRR
Liming Lu, Kaixi Qiu, Jiayu Zhou, Jushi Kai, Haoyan Zhang, Huanyu Wang, Jingwen Leng, Ziwei He, Zhouhan Lin
2026 J jnl
Stealthy integrity attacks and optimal selective protection for distributed state estimation.
Sci. China Inf. Sci.
Jiayu Zhou, Cheng Qiao, Yanbin Sun, Wen Yang, Zhihong Tian
2026 J jnl
VQKV: High-Fidelity and High-Ratio Cache Compression via Vector-Quantization.
CoRR
Yixuan Wang, Qingyu Shi, Jiayu Zhou, Dianbo Liu, Ziwei He, Zhouhan Lin
2025 J jnl
AI4X Roadmap: Artificial Intelligence for the advancement of scientific pursuit and its future directions.
CoRR
Stephen G. Dale, Nikita Kazeev, Alastair J. A. Price, Victor Posligua, Stephan Roche, O. Anatole von Lilienfeld, Konstantin S. Novoselov, Xavier Bresson, Gianmarco Mengaldo, Xudong Chen, Terence J. O'Kane, Emily R. Lines, Matthew J. Allen, Amandine E. Debus, Clayton Miller, Jiayu Zhou, Hiroko H. Dodge, David Rousseau, Andrey Ustyuzhanin, Ziyun Yan, Mario Lanza, Fabio Sciarrino, Ryo Yoshida, Zhidong Leong, Teck Leong Tan, Qianxiao Li, Adil Kabylda, Igor Poltavsky, Alexandre Tkatchenko, Sherif Abdulkader Tawfik, Prathami Divakar Kamath, Théo Jaffrelot Inizan, Kristin A. Persson, Bryant Y. Li, Vir Karan, Chenru Duan, Haojun Jia, Qiyuan Zhao, Hiroyuki Hayashi, Atsuto Seko, Isao Tanaka, Omar M. Yaghi, Tim Gould, Bun Chan, Stefan Vuckovic, Tianbo Li, Min Lin, Zehcen Tang, Yang Li, Yong Xu, Amrita Joshi, Xiaonan Wang, Leonard W. T. Ng, Sergei V. Kalinin, Mahshid Ahmadi, Jiyizhe Zhang, Shuyuan Zhang, Alexei A. Lapkin, Ming Xiao, Zhe Wu, Kedar Hippalgaonkar, Limsoon Wong, Lorenzo Bastonero, Nicola Marzari, Dorye Luis Esteras Cordoba, Andrei Tomut, Alba Quinones Andrade, Jose-Hugo Garcia
2025 A conf
AnchorDrug: A system for drug-induced gene expression prediction in new contexts through active learning.
SDM
Han Meng, Ruoqiao Chen, Bin Chen, Jiayu Zhou
2025 J jnl
Bitcoin Cross-Chain Bridge: A Taxonomy and Its Promise in Artificial Intelligence of Things.
CoRR
Guojun Tang, Carylyne Chan, Ning Nan, Spencer Yang, Jiayu Zhou, Henry Leung, Mohammad Mamun, Steve Drew
2025 J jnl
COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data.
npj Digit. Medicine
Qiong Wu, Jenna Marie Reps, Lu Li, Bingyu Zhang, Yiwen Lu, Jiayi Tong, Dazheng Zhang, Thomas Lumley, Milou T. Brand, Mui Van Zandt, Thomas Falconer, Xing He, Yu Huang, Haoyang Li, Chao Yan, Guojun Tang, Andrew E. Williams, Fei Wang, Jiang Bian, Bradley A. Malin, George Hripcsak, Martijn J. Schuemie, Yun Lu, Steve Drew, Jiayu Zhou, David A. Asch, Yong Chen
2025 J jnl
Chain-of-Generation: Progressive Latent Diffusion for Text-Guided Molecular Design.
CoRR
Lingxiao Li, Haobo Zhang, Bin Chen, Jiayu Zhou
2025 — conf
Dual Debiasing for Noisy In-Context Learning for Text Generation.
ACL (Findings)
Siqi Liang, Sumyeong Ahn, Paramveer Dhillon, Jiayu Zhou
2025 J jnl
Dual Debiasing for Noisy In-Context Learning for Text Generation.
CoRR
Siqi Liang, Sumyeong Ahn, Paramveer S. Dhillon, Jiayu Zhou
2025 J jnl
Dual-stage and Lightweight Patient Chart Summarization for Emergency Physicians.
CoRR
Jiajun Wu, Swaleh Zaidi, Braden Teitge, Henry Leung, Jiayu Zhou, Jessalyn Holodinsky, Steve Drew
2025 — conf
Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs.
NAACL (Long Papers)
Shuyang Yu, Runxue Bao, Parminder Bhatia, Taha A. Kass-Hout, Jiayu Zhou, Cao Xiao
2025 A* conf
Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis.
IJCAI
Haohao Zhu, Tingting Li, Peng He, Jiayu Zhou
2025 — conf
FedKDD 2025: The 2025 International Joint Workshop on Federated Learning for Data Mining and Graph Analytics.
KDD (2)
Carl Yang, Guancheng Wan, Zhuangdi Zhu, Zheng Xu, Junyuan Hong, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou
2025 J jnl
Gentle Manipulation Policy Learning via Demonstrations from VLM Planned Atomic Skills.
CoRR
Jiayu Zhou, Qiwei Wu, Jian Li, Zhe Chen, Xiaogang Xiong, Renjing Xu
2025 J jnl
Hybrid Control Based on Pulse Density Modulation and Asymmetrical Voltage Cancellation for WPT Systems.
IEEE Trans. Ind. Electron.
Xiaosheng Wang, Chaoqiang Jiang, Jiayu Zhou, Yibo Wang, Liping Mo
2025 J jnl
Identifying progression subphenotypes of Alzheimer's disease from large-scale electronic health records with machine learning.
J. Biomed. Informatics
Manqi Zhou, Alice S. Tang, Hao Zhang, Zhenxing Xu, Alison M. C. Ke, Chang Su, Yu Huang, William G. Mantyh, Michael Jaffee, Katherine P. Rankin, Steven DeKosky, Jiayu Zhou, Yi Guo, Jiang Bian, Marina Sirota, Fei Wang
2025 J jnl
Introduction to the Special Issue on Large Language Models, Conversational Systems, and Generative AI in Health - Part 1.
ACM Trans. Comput. Heal.
Jiayu Zhou, Manas Gaur, Amir M. Rahmani, Sharath Chandra Guntuku, Xiaofan Fred Jiang, Tristan Naumann
2025 — conf
Lightweight and Robust Federated Data Valuation.
ICDM (Workshops)
Guojun Tang, Jiayu Zhou, Mohammad Mamun, Steve Drew
2025 J jnl
Lightweight and Robust Federated Data Valuation.
CoRR
Guojun Tang, Jiayu Zhou, Mohammad Mamun, Steve Drew
2025 A conf
Owen Sampling Accelerates Contribution Estimation in Federated Learning.
ECAI
Hossein KhademSohi, Hadi Hemmati, Jiayu Zhou, Steve Drew
2025 J jnl
Owen Sampling Accelerates Contribution Estimation in Federated Learning.
CoRR
Hossein KhademSohi, Hadi Hemmati, Jiayu Zhou, Steve Drew
2025 J jnl
P2FCN: Environment-Independent UAV-View Geo-Localization via Pixel-to-Feature Co-Enhancement.
IEEE Trans. Geosci. Remote. Sens.
Qiang Zhao, Jiayu Zhou, Tingyu Wang, Quan Chen, Rongfeng Lu, Chenggang Yan
2025 J jnl
Reversible data hiding in Redundancy-Free cipher images through pixel rotation and multi-MSB replacement.
J. Inf. Secur. Appl.
Lingfeng Qu, Xu Wang, Yuan Yuan, Jiayu Zhou, Yao Xin
2025 J jnl
Security Analysis and Defense of Multi-Encoding Mechanism Against Eavesdropping Attacks.
IEEE Trans. Netw. Sci. Eng.
Jie Wang, Wen Yang, Guanrong Chen, Jiayu Zhou, Wenjie Ding
2025 J jnl
Synchronization Method for Wireless Power Transfer System by Detecting Voltage Transient on a Sensor Inductor.
IEEE Trans. Ind. Electron.
Xiaosheng Wang, Chaoqiang Jiang, Jiayu Zhou, Weisheng Guo, Yuanshuang Fan, Liping Mo
2025 J jnl
TARS: Tactile Affordance in Robot Synesthesia for Dexterous Manipulation.
IEEE Robotics Autom. Lett.
Qiwei Wu, Haidong Wang, Jiayu Zhou, Xiaogang Xiong, Yunjiang Lou
2025 J jnl
Ultrasound image segmentation based on enhanced generalized gradient vector Flow (EGGVF).
Biomed. Signal Process. Control.
Jiayu Zhou, Jinxu Tao, Yihao Yang
2025 J jnl
Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm.
npj Digit. Medicine
Jiayi Tong, Jenna Marie Reps, Chongliang Luo, Yiwen Lu, Lu Li, Juan Manuel Ramírez-Anguita, Milou T. Brand, Scott L. DuVall, Thomas Falconer, Alex Mayer Fuentes, Xing He, Michael E. Matheny, Miguel A. Mayer, Bhavnisha K. Patel, Katherine Simon, Marc A. Suchard, Guojun Tang, Benjamin Viernes, Ross D. Williams, Mui Van Zandt, Fei Wang, Jiang Bian, Jiayu Zhou, David A. Asch, Yong Chen
2025 — conf
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging.
ACL (1)
Haobo Zhang, Jiayu Zhou
2025 J jnl
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging.
CoRR
Haobo Zhang, Jiayu Zhou
2025 J jnl
Utilization of Virtual Short-Circuit in Wireless Power Transfer System: Mutual Inductance Identification via Second Harmonic.
IEEE Trans. Ind. Electron.
Xiaosheng Wang, Liping Mo, Chaoqiang Jiang, Jiayu Zhou, Yibo Wang, Hui Zhao
2024 — conf
A ConvNeXt-Based Network for Aerial-view Geo-localization in Multiple Environment.
UAVM
Jiayu Zhou, Qiang Zhao, Peiru Huang, Junzhe Lu, Yaoqi Sun
2024 J jnl
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models.
CoRR
Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou
2024 J jnl
Cross-modality debiasing: using language to mitigate sub-population shifts in imaging.
CoRR
Yijiang Pang, Hoang Bao, Jiayu Zhou
2024 J jnl
DFIE3D: 3D-Aware Disentangled Face Inversion and Editing via Facial-Contrastive Learning.
IEEE Trans. Circuits Syst. Video Technol.
Xiaoqiang Zhu, Jiayu Zhou, Lihua You, Xiaosong Yang, Jian Chang, Jian Jun Zhang, Dan Zeng
2024 J jnl
Discovering Predictable Latent Factors for Time Series Forecasting.
IEEE Trans. Knowl. Data Eng.
Jingyi Hou, Zhen Dong, Jiayu Zhou, Zhijie Liu
2024 A* conf
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization.
KDD
Bao Hoang, Yijiang Pang, Siqi Liang, Liang Zhan, Paul M. Thompson, Jiayu Zhou
2024 J jnl
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization.
CoRR
Hoang Bao, Yijiang Pang, Siqi Liang, Liang Zhan, Paul M. Thompson, Jiayu Zhou
2024 J jnl
Distributed In-Context Learning under Non-IID Among Clients.
CoRR
Siqi Liang, Sumyeong Ahn, Jiayu Zhou
2024 J jnl
Dynamic Uncertainty Ranking: Enhancing In-Context Learning for Long-Tail Knowledge in LLMs.
CoRR
Shuyang Yu, Runxue Bao, Parminder Bhatia, Taha A. Kass-Hout, Jiayu Zhou, Cao Xiao
2024 — conf
FedGreen: Carbon-Aware Federated Learning with Model Size Adaptation.
ICC Workshops
Ali Abbasi, Fan Dong, Xin Wang, Henry Leung, Jiayu Zhou, Steve Drew
2024 J jnl
FedGreen: Carbon-aware Federated Learning with Model Size Adaptation.
CoRR
Ali Abbasi, Fan Dong, Xin Wang, Henry Leung, Jiayu Zhou, Steve Drew
2024 A* conf
FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics.
KDD
Junyuan Hong, Carl Yang, Zhuangdi Zhu, Zheng Xu, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou
2024 — conf
Federated Learning Model Aggregation in Heterogenous Aerial and Space Networks.
ICC Workshops
Fan Dong, Ali Abbasi, Henry Leung, Xin Wang, Jiayu Zhou, Steve Drew
2024 J jnl
Identify the key genes and pathways of melatonin in age-dependent mice hippocampus regulation by transcriptome analysis.
Comput. Biol. Chem.
Yujia Gu, Jiayu Zhou, Qingchun Zhao, Xiaowen Jiang, Huiyuan Gao
2024 J jnl
Learning across diverse biomedical data modalities and cohorts: Challenges and opportunities for innovation.
Patterns
Suraj Rajendran, Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang
2024 A conf
On the Generalization Ability of Unsupervised Pretraining.
AISTATS
Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi
2024 J jnl
On the Generalization Ability of Unsupervised Pretraining.
CoRR
Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi
2024 A conf
RTTF: Rapid Tactile Transfer Framework for Contact-Rich Manipulation Tasks.
IROS
Qiwei Wu, Xuanbin Peng, Jiayu Zhou, Zhuoran Sun, Xiaogang Xiong, Yunjiang Lou
2024 A* conf
Safe and Robust Watermark Injection with a Single OoD Image.
ICLR
Shuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2024 J jnl
Stochastic Two Points Method for Deep Model Zeroth-order Optimization.
CoRR
Yijiang Pang, Jiayu Zhou
2024 J jnl
The Cyber Risk Premium.
Manag. Sci.
Hao Jiang, Naveen Khanna, Qian Yang, Jiayu Zhou
2024 J jnl
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey.
ACM Comput. Surv.
Jiajun Wu, Fan Dong, Henry Leung, Zhuangdi Zhu, Jiayu Zhou, Steve Drew
2024 J jnl
Towards Stability of Parameter-free Optimization.
CoRR
Yijiang Pang, Shuyang Yu, Hoang Bao, Jiayu Zhou
2024 J jnl
TransCell:
Genom. Proteom. Bioinform.
Shan-Ju Yeh, Shreya Paithankar, Ruoqiao Chen, Jing Xing, Mengying Sun, Ke Liu, Jiayu Zhou, Bin Chen
2024 A conf
Translingual Language Markers for Cognitive Assessment from Spontaneous Speech.
INTERSPEECH
Bao Hoang, Yijiang Pang, Hiroko H. Dodge, Jiayu Zhou
2023 A* conf
2nd Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI).
KDD
Chen Zhao, Feng Chen, Xintao Wu, Haifeng Chen, Jiayu Zhou
2023 J jnl
A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvg.
J. Artif. Intell. Res.
Zhaonan Qu, Kaixiang Lin, Zhaojian Li, Jiayu Zhou, Zhengyuan Zhou
2023 J jnl
A method of motion estimation of segmental ventricular wall with tracking of ultrasonic echocardiogram.
BMC Medical Imaging
Shanna Liu, Hao Zhang, Chang Li, Weifang Dai, Jinyu Wu, Yuanyuan Wu, Wenwen Su, Bin Xia, Jiayu Zhou, Yuqiang Shen, Xinjian Zhu
2023 J jnl
An efficient encoding mechanism against eavesdropper with side channel information.
Autom.
Wenjie Ding, Jiayu Zhou, Wen Yang, Yang Tang
2023 J jnl
ClusterFL: A Clustering-based Federated Learning System for Human Activity Recognition.
ACM Trans. Sens. Networks
Xiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Guoliang Xing, Jianwei Huang
2023 J jnl
Discovering Predictable Latent Factors for Time Series Forecasting.
CoRR
Jingyi Hou, Zhen Dong, Jiayu Zhou, Zhijie Liu
2023 J jnl
Distortion-based state security codes for distributed sensor networks.
Autom.
Haoyu Shu, Jiayu Zhou, Wen Yang, Heng Zhang
2023 J jnl
Distributed filtering algorithm based on local outlier factor under data integrity attacks.
J. Frankl. Inst.
Yue Luo, Yun Liu, Wen Yang, Jiayu Zhou, Taolin Lv
2023 — conf
EHA3D: Expressive Head Avatar via Disentangled Latent Code.
IFTC (1)
Jiayu Zhou, Xiaoqiang Zhu
2023 J jnl
Eavesdropping Strategies for Remote State Estimation Under Communication Constraints.
IEEE Trans. Inf. Forensics Secur.
Jiayu Zhou, Yue Luo, Yun Liu, Wen Yang
2023 J jnl
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization.
CoRR
Qianqian Xie, Jiayu Zhou, Yifan Peng, Fei Wang
2023 — conf
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks.
ICC
Jiajun Wu, Steve Drew, Jiayu Zhou
2023 J jnl
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks.
CoRR
Jiajun Wu, Steve Drew, Jiayu Zhou
2023 J jnl
FedNoisy: Federated Noisy Label Learning Benchmark.
CoRR
Siqi Liang, Jintao Huang, Dun Zeng, Junyuan Hong, Jiayu Zhou, Zenglin Xu
2023 B conf
Federated Learning with Client Availability Budgets.
GLOBECOM
Yunkai Bao, Steve Drew, Xin Wang, Jiayu Zhou, Xiaoguang Niu
2023 A* conf
Federated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated Learning.
AAAI
Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2023 J jnl
H
IEEE Trans. Syst. Man Cybern. Syst.
Yun Liu, Wen Yang, Jiayu Zhou, Yue Luo
2023 A conf
Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training.
MobiSys
Xiaomin Ouyang, Zhiyuan Xie, Heming Fu, Sitong Cheng, Li Pan, Neiwen Ling, Guoliang Xing, Jiayu Zhou, Jianwei Huang
2023 J jnl
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts.
Trans. Mach. Learn. Res.
Haotao Wang, Junyuan Hong, Jiayu Zhou, Zhangyang Wang
2023 J jnl
IRS-Aided Secure Communications Over an Untrusted AF Relay System.
IEEE Trans. Wirel. Commun.
Chang Liu, Jiayu Zhou, Ying Gao, Deli Qiao, Haifeng Qian
2023 A* conf
International Workshop on Federated Learning for Distributed Data Mining.
KDD
Junyuan Hong, Zhuangdi Zhu, Lingjuan Lyu, Yang Zhou, Vishnu Naresh Boddeti, Jiayu Zhou
2023 J jnl
Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning.
CoRR
Xiaodan Zhang, Sandeep Vemulapalli, Nabasmita Talukdar, Sumyeong Ahn, Jiankun Wang, Han Meng, Sardar Mehtab Bin Murtaza, Aakash Ajay Dave, Dmitry Leshchiner, Dimitri F. Joseph, Martin Witteveen-Lane, Dave Chesla, Jiayu Zhou, Bin Chen
2023 A* conf
MECTA: Memory-Economic Continual Test-Time Model Adaptation.
ICLR
Junyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger
2023 J jnl
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources.
CoRR
Suraj Rajendran, Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang
2023 J jnl
Reinforcement Learning Solution for Cyber-Physical Systems Security Against Replay Attacks.
IEEE Trans. Inf. Forensics Secur.
Yan Yu, Wen Yang, Wenjie Ding, Jiayu Zhou
2023 A* conf
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers.
ICML
Junyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou
2023 J jnl
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers.
CoRR
Junyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou
2023 J jnl
Safe and Robust Watermark Injection with a Single OoD Image.
CoRR
Shuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2023 J jnl
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey.
CoRR
Jiajun Wu, Steve Drew, Fan Dong, Zhuangdi Zhu, Jiayu Zhou
2023 J jnl
Transfer Learning in Deep Reinforcement Learning: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhuangdi Zhu, Kaixiang Lin, Anil K. Jain, Jiayu Zhou
2023 A* conf
Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection.
ICLR
Shuyang Yu, Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2023 A* conf
USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning.
AAAI
Yuanzhuo Xu, Xiaoguang Niu, Jie Yang, Steve Drew, Jiayu Zhou, Ruizhi Chen
2023 A* conf
Understanding Deep Gradient Leakage via Inversion Influence Functions.
NeurIPS
Haobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou
2023 J jnl
Understanding Deep Gradient Leakage via Inversion Influence Functions.
CoRR
Haobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou
2023 — conf
User-Aware Prefix-Tuning Is a Good Learner for Personalized Image Captioning.
PRCV (7)
Xuan Wang, Guanhong Wang, Wenhao Chai, Jiayu Zhou, Gaoang Wang
2023 J jnl
User-Aware Prefix-Tuning is a Good Learner for Personalized Image Captioning.
CoRR
Xuan Wang, Guanhong Wang, Wenhao Chai, Jiayu Zhou, Gaoang Wang
2023 J jnl
Watermarking-Based Protection Strategy Against Stealthy Integrity Attack on Distributed State Estimation.
IEEE Trans. Autom. Control.
Jiayu Zhou, Wen Yang, Wenjie Ding, Wei Xing Zheng, Yong Xu
2023 J jnl
WeiAvg: Federated Learning Model Aggregation Promoting Data Diversity.
CoRR
Fan Dong, Ali Abbasi, Steve Drew, Henry Leung, Xin Wang, Jiayu Zhou
2023 J jnl
Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning.
CoRR
Shuyang Yu, Junyuan Hong, Yi Zeng, Fei Wang, Ruoxi Jia, Jiayu Zhou
2022 C conf
A Hysteresis ON-OFF Control Method of Inductive Power Transfer Systems with Low Output Ripples and Fast Transient Responses.
IECON
Jiayu Zhou, Giuseppe Guidi, Shuxin Chen, Yi Tang, Jon Are Suul
2022 J jnl
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation.
IEEE Trans. Inf. Forensics Secur.
Jiayu Zhou, Wenjie Ding, Wen Yang
2022 A* conf
Cosmo: contrastive fusion learning with small data for multimodal human activity recognition.
MobiCom
Xiaomin Ouyang, Xian Shuai, Jiayu Zhou, Ivy Wang Shi, Zhiyuan Xie, Guoliang Xing, Jianwei Huang
2022 J jnl
Distributed State Estimation With Colored Noises.
IEEE Trans. Circuits Syst. II Express Briefs
Yue Luo, Jiayu Zhou, Wen Yang
2022 — conf
Dynamic Augmentation Data Selection for Few-shot Text Classification.
EMNLP (Findings)
Guangliang Liu, Lifeng Jin, Owen Yuan, Jiayu Zhou
2022 — conf
Dynamic Privacy Budget Allocation Improves Data Efficiency of Differentially Private Gradient Descent.
FAccT
Junyuan Hong, Zhangyang Wang, Jiayu Zhou
2022 A* conf
Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization.
ICLR
Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2022 J jnl
Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization.
CoRR
Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2022 C conf
Ensuring Soft Switching During Transient Operations of Wireless Power Transfer Systems with Frequency Control.
IECON
Shuxin Chen, Jiayu Zhou, Yaohua Li, Giuseppe Guidi, Jon Are Suul, Yi Tang
2022 J jnl
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts.
CoRR
Haotao Wang, Junyuan Hong, Jiayu Zhou, Zhangyang Wang
2022 J jnl
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao
2022 J jnl
Model-Protected Multi-Task Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Jian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang
2022 A* conf
MolSearch: Search-based Multi-objective Molecular Generation and Property Optimization.
KDD
Mengying Sun, Jing Xing, Han Meng, Huijun Wang, Bin Chen, Jiayu Zhou
2022 — conf
On Building Real Time Intelligent Agricultural.
BigDataService
Jiayu Zhou, Jing Ye, Yue Ouyang, Manyuan Tong, Xuedong Pan, Jerry Gao
2022 — conf
Optimization Of HIFU Focused Sound Field Based On Improved Sparrow Search Algorithm.
ICCCS
Jiayu Zhou, Jinxu Tao, Yihao Yang, Jiaqi Wang, Xinyu Guo
2022 A* conf
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling.
NeurIPS
Junyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger
2022 J jnl
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling.
CoRR
Junyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger
2022 J jnl
Parked Vehicles Task Offloading in Edge Computing.
IEEE Access
Khoa Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou
2022 J jnl
Privacy Preserving via Secure Summation in Distributed Kalman Filtering.
IEEE Trans. Control. Netw. Syst.
Wenjie Ding, Wen Yang, Jiayu Zhou, Ling Shi, Guanrong Chen
2022 — conf
Research On Temperature Control In High Intensity Focused Ultrasound Therapy Based On Res-BPPID.
CACRE
Jiayu Zhou, Jinxu Tao, Yihao Yang, Jiaqi Wang, Xinyu Guo
2022 A* conf
Resilient and Communication Efficient Learning for Heterogeneous Federated Systems.
ICML
Zhuangdi Zhu, Junyuan Hong, Steve Drew, Jiayu Zhou
2022 A* conf
Robust Unsupervised Domain Adaptation from A Corrupted Source.
ICDM
Shuyang Yu, Zhuangdi Zhu, Boyang Liu, Anil K. Jain, Jiayu Zhou
2022 J jnl
Security analysis and defense strategy of distributed filtering under false data injection attacks.
Autom.
Jiayu Zhou, Wen Yang, Heng Zhang, Wei Xing Zheng, Yong Xu, Yang Tang
2022 A* conf
Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations.
AAAI
Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou
2022 A* conf
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork.
NeurIPS
Haotao Wang, Junyuan Hong, Aston Zhang, Jiayu Zhou, Zhangyang Wang
2022 J jnl
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork.
CoRR
Haotao Wang, Junyuan Hong, Aston Zhang, Jiayu Zhou, Zhangyang Wang
2022 A* conf
Unsupervised Anomaly Detection by Robust Density Estimation.
AAAI
Boyang Liu, Pang-Ning Tan, Jiayu Zhou
2022 J jnl
Virtual full-duplex buffer-aided relay selection schemes for secure cooperative wireless networks.
EURASIP J. Wirel. Commun. Netw.
Jiayu Zhou, Deli Qiao, Haifeng Qian
2021 A conf
Automatic Detection of Alzheimer's Disease Using Spontaneous Speech Only.
Interspeech
Jun Chen, Jieping Ye, Fengyi Tang, Jiayu Zhou
2021 A conf
ClusterFL: a similarity-aware federated learning system for human activity recognition.
MobiSys
Xiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Jianwei Huang, Guoliang Xing
2021 A* conf
Data-Free Knowledge Distillation for Heterogeneous Federated Learning.
ICML
Zhuangdi Zhu, Junyuan Hong, Jiayu Zhou
2021 J jnl
Data-Free Knowledge Distillation for Heterogeneous Federated Learning.
CoRR
Zhuangdi Zhu, Junyuan Hong, Jiayu Zhou
2021 — conf
EdgePV: Collaborative Edge Computing Framework for Task Offloading.
ICC
Khoa Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou
2021 Misc conf
FedDL: Federated Learning via Dynamic Layer Sharing for Human Activity Recognition.
SenSys
Linlin Tu, Xiaomin Ouyang, Jiayu Zhou, Yuze He, Guoliang Xing
2021 B conf
FedFace: Collaborative Learning of Face Recognition Model.
IJCB
Divyansh Aggarwal, Jiayu Zhou, Anil K. Jain
2021 J jnl
FedFace: Collaborative Learning of Face Recognition Model.
CoRR
Divyansh Aggarwal, Jiayu Zhou, Anil K. Jain
2021 A* conf
Federated Adversarial Debiasing for Fair and Transferable Representations.
KDD
Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou
2021 J jnl
Federated Robustness Propagation: Sharing Adversarial Robustness in Federated Learning.
CoRR
Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2021 — conf
Imitating Full-Duplex Secure Communication with Buffer-Aided Half-Duplex Relays.
ICC
Jiayu Zhou, Deli Qiao, Haifeng Qian
2021 A* conf
Inferring the Importance of Product Appearance with Semi-supervised Multi-modal Enhancement: A Step Towards the Screenless Retailing.
ACM Multimedia
Yongshun Gong, Jinfeng Yi, Dongdong Chen, Jian Zhang, Jiayu Zhou, Zhihua Zhou
2021 J jnl
Kernel principal components based cascade forest towards disease identification with human microbiota.
BMC Medical Informatics Decis. Mak.
Jiayu Zhou, Yanqing Ye, Jiang Jiang
2021 A* conf
Learning Deep Neural Networks under Agnostic Corrupted Supervision.
ICML
Boyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou
2021 J jnl
Learning Deep Neural Networks under Agnostic Corrupted Supervision.
CoRR
Boyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou
2021 A* conf
Learning Model-Based Privacy Protection under Budget Constraints.
AAAI
Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou
2021 J jnl
MTNet: A Multi-Task Neural Network for On-Field Calibration of Low-Cost Air Monitoring Sensors.
CoRR
Haomin Yu, Yangli-ao Geng, Yingjun Zhang, Qingyong Li, Jiayu Zhou
2021 J jnl
Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation.
CoRR
Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao
2021 J jnl
MoCL: Contrastive Learning on Molecular Graphs with Multi-level Domain Knowledge.
CoRR
Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou
2021 A* conf
MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph.
KDD
Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou
2021 J jnl
Off-Policy Imitation Learning from Observations.
CoRR
Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou
2021 J jnl
On Dynamic Noise Influence in Differentially Private Learning.
CoRR
Junyuan Hong, Zhangyang Wang, Jiayu Zhou
2021 J jnl
Persona Authentication through Generative Dialogue.
CoRR
Fengyi Tang, Lifan Zeng, Fei Wang, Jiayu Zhou
2021 A* conf
RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection.
IJCAI
Boyang Liu, Ding Wang, Kaixiang Lin, Pang-Ning Tan, Jiayu Zhou
2021 J jnl
Reinforcement Learning-Based Detection for State Estimation Under False Data Injection.
IEEE Access
Weiliang Jiang, Wen Yang, Jiayu Zhou, Wenjie Ding, Yue Luo, Yun Liu
2021 J jnl
Reset Moving Horizon Estimation for Quantized Discrete Time Systems.
IEEE Trans. Autom. Control.
Yong Xu, Jiayu Zhou, Hong-Xia Rao, Renquan Lu, Lihua Xie
2021 J jnl
Spatio-Temporal Multi-Task Learning via Tensor Decomposition.
IEEE Trans. Knowl. Data Eng.
Jianpeng Xu, Jiayu Zhou, Pang-Ning Tan, Xi Liu, Lifeng Luo
2020 A* conf
Adversarial Precision Sensing with Healthcare Applications.
ICDM
Fengyi Tang, Lifan Zeng, Fei Wang, Jiayu Zhou
2020 J jnl
Alternate Distributed Beamforming for Buffer-Aided Multi-Antenna Relay Systems.
CoRR
Jiayu Zhou, Deli Qiao, Haifeng Qian
2020 Misc conf
Alternate Distributed Beamforming for Decode-and-Forward Multi-Relay Systems Using Buffers.
ICNC
Jiayu Zhou, Deli Qiao
2020 — conf
Collaborative Container-based Parked Vehicle Edge Computing Framework for Online Task Offloading.
CloudNet
Khoa Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou
2020 J jnl
Federated Learning's Blessing: FedAvg has Linear Speedup.
CoRR
Zhaonan Qu, Kaixiang Lin, Jayant Kalagnanam, Zhaojian Li, Jiayu Zhou, Zhengyuan Zhou
2020 J jnl
Graph convolutional networks for computational drug development and discovery.
Briefings Bioinform.
Mengying Sun, Sendong Zhao, Coryandar Gilvary, Olivier Elemento, Jiayu Zhou, Fei Wang
2020 J jnl
Learning Sparse Rewarded Tasks from Sub-Optimal Demonstrations.
CoRR
Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou
2020 J jnl
Mimicking Full-Duplex Secure Communications for Buffer-Aided Multi-Relay Systems.
CoRR
Jiayu Zhou, Deli Qiao, Haifeng Qian
2020 A* conf
Multimodal Learning with Incomplete Modalities by Knowledge Distillation.
KDD
Qi Wang, Liang Zhan, Paul M. Thompson, Jiayu Zhou
2020 A* conf
Off-Policy Imitation Learning from Observations.
NeurIPS
Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou
2020 A* conf
Ranking Policy Gradient.
ICLR
Kaixiang Lin, Jiayu Zhou
2020 A* conf
Robust Collaborative Learning with Noisy Labels.
ICDM
Mengying Sun, Jing Xing, Bin Chen, Jiayu Zhou
2020 J jnl
Robust Collaborative Learning with Noisy Labels.
CoRR
Mengying Sun, Jing Xing, Bin Chen, Jiayu Zhou
2020 A* conf
Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms (Student Abstract).
AAAI
Xitong Zhang, He Zhu, Jiayu Zhou
2020 A* conf
Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms.
AAAI
Xitong Zhang, He Zhu, Jiayu Zhou
2020 A* conf
Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract).
AAAI
Mengying Sun, Fei Wang, Olivier Elemento, Jiayu Zhou
2020 J jnl
Transfer Learning in Deep Reinforcement Learning: A Survey.
CoRR
Zhuangdi Zhu, Kaixiang Lin, Jiayu Zhou
2020 J jnl
Two birds with one stone: Transforming and generating facial images with iterative GAN.
Neurocomputing
Dan Ma, Bin Liu, Zhao Kang, Jiayu Zhou, Jianke Zhu, Zenglin Xu
2019 J jnl
Alternate Distributed Beamforming for Decode-and-Forward Multi-Relay Systems Using Buffers.
CoRR
Jiayu Zhou, Deli Qiao
2019 J jnl
Application of image stitching method in corrosion morphology analysis.
J. Electronic Imaging
Shouxin Zhang, Zili Li, Chao Yang, Yazhou Xu, Jiayu Zhou
2019 A conf
Augmented Multi-Task Learning by Optimal Transport.
SDM
Boyang Liu, Pang-Ning Tan, Jiayu Zhou
2019 A* conf
Boosted Trajectory Calibration for Traffic State Estimation.
ICDM
Xitong Zhang, Liyang Xie, Zheng Wang, Jiayu Zhou
2019 A* conf
Confidence Weighted Multitask Learning.
AAAI
Peng Yang, Peilin Zhao, Jiayu Zhou, Xin Gao
2019 A conf
Deep Multi-view Information Bottleneck.
SDM
Qi Wang, Claire Boudreau, Qixing Luo, Pang-Ning Tan, Jiayu Zhou
2019 J jnl
Feature-based factorized Bilinear Similarity Model for Cold-Start Top-n Item Recommendation.
CoRR
Mohit Sharma, Jiayu Zhou, Junling Hu, George Karypis
2019 A* conf
GCN-MF: Disease-Gene Association Identification By Graph Convolutional Networks and Matrix Factorization.
KDD
Peng Han, Peng Yang, Peilin Zhao, Shuo Shang, Yong Liu, Jiayu Zhou, Xin Gao, Panos Kalnis
2019 A* conf
MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records.
KDD
Xi Sheryl Zhang, Fengyi Tang, Hiroko H. Dodge, Jiayu Zhou, Fei Wang
2019 J jnl
MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records.
CoRR
Xi Sheryl Zhang, Fengyi Tang, Hiroko H. Dodge, Jiayu Zhou, Fei Wang
2019 J jnl
Multi-task learning based survival analysis for multi-source block-wise missing data.
Neurocomputing
Yan Li, Lu Wang, Jiayu Zhou, Jieping Ye
2019 J jnl
RMTL: an R library for multi-task learning.
Bioinform.
Han Cao, Jiayu Zhou, Emanuel Schwarz
2019 J jnl
Ranking Policy Gradient.
CoRR
Kaixiang Lin, Jiayu Zhou
2019 A* conf
Retaining Privileged Information for Multi-Task Learning.
KDD
Fengyi Tang, Cao Xiao, Fei Wang, Jiayu Zhou, Li-Wei H. Lehman
2019 J jnl
Train Wheel Degradation Modeling and Remaining Useful Life Prediction Based on Mixed Effect Model Considering Dependent Measurement Errors.
IEEE Access
Qi Li, Jiayu Zhou, Zengqiang Jiang, Mingcheng E, Jing Ma
2018 J jnl
An Improved Three-Phase Voltage Source Converter With High-Performance Operation Under Unbalanced Conditions.
IEEE Access
Fen Tang, Jiayu Zhou, Zhen Xin, Songwei Huang, Poh Chiang Loh
2018 A* conf
Boosted Sparse and Low-Rank Tensor Regression.
NeurIPS
Lifang He, Kun Chen, Wanwan Xu, Jiayu Zhou, Fei Wang
2018 J jnl
Boosted Sparse and Low-Rank Tensor Regression.
CoRR
Lifang He, Kun Chen, Wanwan Xu, Jiayu Zhou, Fei Wang
2018 J jnl
Differentially Private Generative Adversarial Network.
CoRR
Liyang Xie, Kaixiang Lin, Shu Wang, Fei Wang, Jiayu Zhou
2018 — conf
Distributed Data Vending on Blockchain.
iThings/GreenCom/CPSCom/SmartData
Jiayu Zhou, Fengyi Tang, He Zhu, Ning Nan, Ziheng Zhou
2018 J jnl
Distributed Data Vending on Blockchain.
CoRR
Jiayu Zhou, Fengyi Tang, He Zhu, Ning Nan, Ziheng Zhou
2018 A* conf
Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders.
IJCAI
Tengfei Ma, Cao Xiao, Jiayu Zhou, Fei Wang
2018 J jnl
Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders.
CoRR
Tengfei Ma, Cao Xiao, Jiayu Zhou, Fei Wang
2018 B conf
EdgeChain: Blockchain-based Multi-vendor Mobile Edge Application Placement.
NetSoft
He Zhu, Changcheng Huang, Jiayu Zhou
2018 J jnl
EdgeChain: Blockchain-based Multi-vendor Mobile Edge Application Placement.
CoRR
He Zhu, Changcheng Huang, Jiayu Zhou
2018 A* conf
Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning.
KDD
Kaixiang Lin, Renyu Zhao, Zhe Xu, Jiayu Zhou
2018 J jnl
Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning.
CoRR
Kaixiang Lin, Renyu Zhao, Zhe Xu, Jiayu Zhou
2018 A* conf
Enhancing Predictive Modeling of Nested Spatial Data through Group-Level Feature Disaggregation.
KDD
Boyang Liu, Pang-Ning Tan, Jiayu Zhou
2018 A* conf
Heterogeneous Hyper-Network Embedding.
ICDM
Inci M. Baytas, Cao Xiao, Fei Wang, Anil K. Jain, Jiayu Zhou
2018 A* conf
Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models.
KDD
Mengying Sun, Fengyi Tang, Jinfeng Yi, Fei Wang, Jiayu Zhou
2018 J jnl
Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models.
CoRR
Mengying Sun, Fengyi Tang, Jinfeng Yi, Fei Wang, Jiayu Zhou
2018 J jnl
Improving Mild Cognitive Impairment Prediction via Reinforcement Learning and Dialogue Simulation.
CoRR
Fengyi Tang, Kaixiang Lin, Ikechukwu Uchendu, Hiroko H. Dodge, Jiayu Zhou
2018 A* conf
Imputing Structured Missing Values in Spatial Data with Clustered Adversarial Matrix Factorization.
ICDM
Qi Wang, Pang-Ning Tan, Jiayu Zhou
2018 J jnl
Latent Fingerprint Value Prediction: Crowd-Based Learning.
IEEE Trans. Inf. Forensics Secur.
Tarang Chugh, Kai Cao, Jiayu Zhou, Elham Tabassi, Anil K. Jain
2018 J jnl
Model-Protected Multi-Task Learning.
CoRR
Jian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang
2018 A conf
Multi-Task Learning based Survival Analysis for Predicting Alzheimer's Disease Progression with Multi-Source Block-wise Missing Data.
SDM
Yan Li, Tao Yang, Jiayu Zhou, Jieping Ye
2018 Misc conf
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease.
AMIA
Xi Zhang, Lifang He, Kun Chen, Yuan Luo, Jiayu Zhou, Fei Wang
2018 J jnl
Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease.
CoRR
Xi Zhang, Lifang He, Kun Chen, Yuan Luo, Jiayu Zhou, Fei Wang
2018 J jnl
Robust state estimation for discrete time systems with colored noises and communication constraints.
J. Frankl. Inst.
Jiayu Zhou, Yong Xu, Jun-Yi Li, Yachao Li
2018 A* conf
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases.
KDD
Mengying Sun, Inci M. Baytas, Liang Zhan, Zhangyang Wang, Jiayu Zhou
2018 J jnl
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases.
CoRR
Mengying Sun, Inci M. Baytas, Liang Zhan, Zhangyang Wang, Jiayu Zhou
2017 J jnl
Biomedical informatics with optimization and machine learning.
EURASIP J. Bioinform. Syst. Biol.
Thomas S. Huang, Jiayu Zhou, Zhangyang Wang, Qing Ling, Yang Shen
2017 J jnl
Collaborative Deep Reinforcement Learning.
CoRR
Kaixiang Lin, Shu Wang, Jiayu Zhou
2017 A* conf
Doubly Sparsifying Network.
IJCAI
Zhangyang Wang, Shuai Huang, Jiayu Zhou, Thomas S. Huang
2017 A* conf
Missing Modalities Imputation via Cascaded Residual Autoencoder.
CVPR
Luan Tran, Xiaoming Liu, Jiayu Zhou, Rong Jin
2017 A* conf
Multi-Modality Disease Modeling via Collective Deep Matrix Factorization.
KDD
Qi Wang, Mengying Sun, Liang Zhan, Paul Thompson, Shuiwang Ji, Jiayu Zhou
2017 A* conf
Multi-level Multi-task Learning for Modeling Cross-Scale Interactions in Nested Geospatial Data.
ICDM
Shuai Yuan, Jiayu Zhou, Pang-Ning Tan, C. Emi Fergus, Tyler Wagner, Patricia A. Soranno
2017 A* conf
Multi-task Survival Analysis.
ICDM
Lu Wang, Yan Li, Jiayu Zhou, Dongxiao Zhu, Jieping Ye
2017 J jnl
Online Multi-Task Learning Framework for Ensemble Forecasting.
IEEE Trans. Knowl. Data Eng.
Jianpeng Xu, Pang-Ning Tan, Jiayu Zhou, Lifeng Luo
2017 A* conf
Patient Subtyping via Time-Aware LSTM Networks.
KDD
Inci M. Baytas, Cao Xiao, Xi Zhang, Fei Wang, Anil K. Jain, Jiayu Zhou
2017 A* conf
Privacy-Preserving Distributed Multi-Task Learning with Asynchronous Updates.
KDD
Liyang Xie, Inci M. Baytas, Kaixiang Lin, Jiayu Zhou
2017 A* conf
Recurrent Encoder-Decoder Networks for Time-Varying Dense Prediction.
ICDM
Tao Zeng, Bian Wu, Jiayu Zhou, Ian Davidson, Shuiwang Ji
2017 — conf
Regularized Multi-source Matrix Factorization for Diagnosis of Alzheimer's Disease.
ICONIP (1)
Xiaofan Que, Yazhou Ren, Jiayu Zhou, Zenglin Xu
2017 — conf
Robust Self-Tuning Sparse Subspace Clustering.
ICDM Workshops
Guangtao Wang, Jiayu Zhou, Jingjie Ni, Tingjin Luo, Wei Long, Hai Zhen, Gao Cong, Jieping Ye
2017 B conf
Unleash the Black Magic in Age: A Multi-Task Deep Neural Network Approach for Cross-Age Face Verification.
FG
Xiaolong Wang, Yin Zhou, Deguang Kong, Jon Currey, Dawei Li, Jiayu Zhou
2016 J jnl
Asynchronous Multi-Task Learning.
CoRR
Inci M. Baytas, Ming Yan, Anil K. Jain, Jiayu Zhou
2016 A* conf
Asynchronous Multi-task Learning.
ICDM
Inci M. Baytas, Ming Yan, Anil K. Jain, Jiayu Zhou
2016 — conf
Automatic latent value determination.
ICB
Kai Cao, Tarang Chugh, Jiayu Zhou, Elham Tabassi, Anil K. Jain
2016 J jnl
Deep Double Sparsity Encoder: Learning to Sparsify Not Only Features But Also Parameters.
CoRR
Zhangyang Wang, Liang Zhang, Yingzhen Yang, Jiayu Zhou, Georgios B. Giannakis, Thomas S. Huang
2016 — conf
Discriminative fusion of multiple brain networks for early mild cognitive impairment detection.
ISBI
Qi Wang, Liang Zhan, Paul M. Thompson, Hiroko H. Dodge, Jiayu Zhou
2016 A conf
GSpartan: a Geospatio-Temporal Multi-task Learning Framework for Multi-location Prediction.
SDM
Jianpeng Xu, Pang-Ning Tan, Lifeng Luo, Jiayu Zhou
2016 A* conf
Interactive Multi-task Relationship Learning.
ICDM
Kaixiang Lin, Jiayu Zhou
2016 J jnl
Large-scale supervised similarity learning in networks.
Knowl. Inf. Syst.
Shiyu Chang, Guo-Jun Qi, Yingzhen Yang, Charu C. Aggarwal, Jiayu Zhou, Meng Wang, Thomas S. Huang
2016 A conf
Learning A Task-Specific Deep Architecture For Clustering.
SDM
Zhangyang Wang, Shiyu Chang, Jiayu Zhou, Meng Wang, Thomas S. Huang
2016 A* conf
Multi-Task Feature Interaction Learning.
KDD
Kaixiang Lin, Jianpeng Xu, Inci M. Baytas, Shuiwang Ji, Jiayu Zhou
2016 J jnl
PhenoTree: Interactive Visual Analytics for Hierarchical Phenotyping From Large-Scale Electronic Health Records.
IEEE Trans. Multim.
Inci M. Baytas, Kaixiang Lin, Fei Wang, Anil K. Jain, Jiayu Zhou
2016 A* conf
Robust Convex Clustering Analysis.
ICDM
Qi Wang, Pinghua Gong, Shiyu Chang, Thomas S. Huang, Jiayu Zhou
2016 J jnl
Stochastic convex sparse principal component analysis.
EURASIP J. Bioinform. Syst. Biol.
Inci M. Baytas, Kaixiang Lin, Fei Wang, Anil K. Jain, Jiayu Zhou
2016 A conf
Synergies that Matter: Efficient Interaction Selection via Sparse Factorization Machine.
SDM
Jianpeng Xu, Kaixiang Lin, Pang-Ning Tan, Jiayu Zhou
2016 — conf
WISDOM: Weighted incremental spatio-temporal multi-task learning via tensor decomposition.
IEEE BigData
Jianpeng Xu, Jiayu Zhou, Pang-Ning Tan, Xi Liu, Lifeng Luo
2015 — ed.
2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015, Washington, DC, USA, November 9-12, 2015
BIBM
Jun Huan, Satoru Miyano, Amarda Shehu, Xiaohua Tony Hu, Bin Ma, Sanguthevar Rajasekaran, Vijay K. Gombar, Matthieu-P. Schapranow, Illhoi Yoo, Jiayu Zhou, Brian Chen, Vinay Pai, Brian G. Pierce
2015 A* conf
A Space Alignment Method for Cold-Start TV Show Recommendations.
IJCAI
Shiyu Chang, Jiayu Zhou, Pirooz Chubak, Junling Hu, Thomas S. Huang
2015 — conf
Boosting classification accuracy of diffusion MRI derived brain networks for the subtypes of mild cognitive impairment using higher order singular value decomposition.
ISBI
Liang Zhan, Yashu Liu, Jiayu Zhou, Jieping Ye, Paul M. Thompson
2015 J jnl
Decentralized Recommender Systems.
CoRR
Zhangyang Wang, Xianming Liu, Shiyu Chang, Jiayu Zhou, Guo-Jun Qi, Thomas S. Huang
2015 A conf
FORMULA: FactORized MUlti-task LeArning for task discovery in personalized medical models.
SDM
Jianpeng Xu, Jiayu Zhou, Pang-Ning Tan
2015 A conf
Feature-based factorized Bilinear Similarity Model for Cold-Start Top-
SDM
Mohit Sharma, Jiayu Zhou, Junling Hu, George Karypis
2015 J jnl
Learning A Task-Specific Deep Architecture For Clustering.
CoRR
Zhangyang Wang, Shiyu Chang, Jiayu Zhou, Thomas S. Huang
2015 A* conf
Who, What, When, and Where: Multi-Dimensional Collaborative Recommendations Using Tensor Factorization on Sparse User-Generated Data.
WWW
Preeti Bhargava, Thomas Phan, Jiayu Zhou, Juhan Lee
2014 — conf
A Safe Screening Rule for Sparse Logistic Regression.
NIPS
Jie Wang, Jiayu Zhou, Jun Liu, Peter Wonka, Jieping Ye
2014 J jnl
Analysis of sampling techniques for imbalanced data: An n = 648 ADNI study.
NeuroImage
Rashmi Dubey, Jiayu Zhou, Yalin Wang, Paul M. Thompson, Jieping Ye
2014 — conf
Collaborative Recommendation of Photo-Taking Geolocations.
GeoMM
Thomas Phan, Jiayu Zhou, Shiyu Chang, Junling Hu, Juhan Lee
2014 B conf
DensityTransfer: A Data Driven Approach for Imputing Electronic Health Records.
ICPR
Fei Wang, Jiayu Zhou, Jianying Hu
2014 A* conf
Efficient multi-task feature learning with calibration.
KDD
Pinghua Gong, Jiayu Zhou, Wei Fan, Jieping Ye
2014 B conf
Evaluating the predictive power of multivariate tensor-based morphometry in Alzheimer's disease progression via convex fused sparse group Lasso.
Image Processing
Sinchai Tsao, Niharika Gajawelli, Jiayu Zhou, Jie Shi, Jieping Ye, Yalin Wang, Natasha Leporé
2014 A* conf
Factorized Similarity Learning in Networks.
ICDM
Shiyu Chang, Guo-Jun Qi, Charu C. Aggarwal, Jiayu Zhou, Meng Wang, Thomas S. Huang
2014 A* conf
From micro to macro: data driven phenotyping by densification of longitudinal electronic medical records.
KDD
Jiayu Zhou, Fei Wang, Jianying Hu, Jieping Ye
2014 A conf
Image Cosegmentation via Multi-task Learning.
BMVC
Qiang Zhang, Jiayu Zhou, Yilin Wang, Jieping Ye, Baoxin Li
2014 — ch.
Low-Rank and Sparse Multi-task Learning.
Low-Rank and Sparse Modeling for Visual Analysis
Jianhui Chen, Jiayu Zhou, Jieping Ye
2014 — —
Multi-Task Learning and Its Applications to Biomedical Informatics.
Jiayu Zhou
2014 Misc conf
Sparse Generalized Functional Linear Model for Predicting Remission Status of Depression Patients.
Pacific Symposium on Biocomputing
Yashu Liu, Zhi Nie, Jiayu Zhou, Michael Farnum, Vaibhav A. Narayan, Gayle M. Wittenberg, Jieping Ye
2013 J jnl
A Safe Screening Rule for Sparse Logistic Regression.
CoRR
Jie Wang, Jiayu Zhou, Jun Liu, Peter Wonka, Jieping Ye
2013 A* conf
Active Matrix Completion.
ICDM
Shayok Chakraborty, Jiayu Zhou, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Ian Davidson, Jieping Ye
2013 A* conf
FeaFiner: biomarker identification from medical data through feature generalization and selection.
KDD
Jiayu Zhou, Zhaosong Lu, Jimeng Sun, Lei Yuan, Fei Wang, Jieping Ye
2013 — conf
Lasso Screening Rules via Dual Polytope Projection.
NIPS
Jie Wang, Jiayu Zhou, Peter Wonka, Jieping Ye
2013 J jnl
Modeling disease progression via multi-task learning.
NeuroImage
Jiayu Zhou, Jun Liu, Vaibhav A. Narayan, Jieping Ye
2013 A conf
Patient Risk Prediction Model via Top-k Stability Selection.
SDM
Jianying Hu, Yashu Liu, Jimeng Sun, Jieping Ye, Jiayu Zhou
2012 A* conf
Modeling disease progression via fused sparse group lasso.
KDD
Jiayu Zhou, Jun Liu, Vaibhav A. Narayan, Jieping Ye
2011 A* conf
A multi-task learning formulation for predicting disease progression.
KDD
Jiayu Zhou, Lei Yuan, Jun Liu, Jieping Ye
2011 — conf
Clustered Multi-Task Learning Via Alternating Structure Optimization.
NIPS
Jiayu Zhou, Jianhui Chen, Jieping Ye
2011 A* conf
Integrating low-rank and group-sparse structures for robust multi-task learning.
KDD
Jianhui Chen, Jiayu Zhou, Jieping Ye
2011 J jnl
Using Inverse lambda and Generalization to Translate English to Formal Languages
CoRR
Chitta Baral, Juraj Dzifcak, Marcos Alvarez Gonzalez, Jiayu Zhou
2011 — conf
Using Inverse lambda and Generalization to Translate English to Formal Languages.
IWCS
Chitta Baral, Juraj Dzifcak, Marcos Alvarez Gonzalez, Jiayu Zhou
2010 J jnl
Learning Hierarchical Lexical Hyponymy.
Int. J. Cogn. Informatics Nat. Intell.
Jiayu Zhou, Shi Wang, Cungen Cao
2009 — conf
Unified hierarchical iterate model of human conceptualization and cognition.
IEEE ICCI
Jiayu Zhou, Lifeng Jin, Sherwin Han
2008 — conf
Discover hierarchical lexical hyponymy relation from large-scale concept set.
IEEE ICCI
Jiayu Zhou, Youfang Lin, Shi Wang, Cungen Cao
2008 A* conf
Visualization of Large-Scale Weighted Clustered Graph: A Genetic Approach.
AAAI
Jiayu Zhou, Youfang Lin, Xi Wang
2007 C conf
A Google-Based Statistical Acquisition Model of Chinese Lexical Concepts.
KSEM
Jiayu Zhou, Shi Wang, Cungen Cao