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2020 – today
- 2024
[j47]Jiajun Wu
, Fan Dong, Henry Leung, Zhuangdi Zhu, Jiayu Zhou, Steve Drew:
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey. ACM Comput. Surv. 56(10): 262 (2024)- [j46]Shan-Ju Yeh, Shreya Paithankar, Ruoqiao Chen, Jing Xing, Mengying Sun, Ke Liu, Jiayu Zhou, Bin Chen:
TransCell: In Silico Characterization of Genomic Landscape and Cellular Responses by Deep Transfer Learning. Genom. Proteom. Bioinform. 22(1) (2024) - [j45]Suraj Rajendran, Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang:
Learning across diverse biomedical data modalities and cohorts: Challenges and opportunities for innovation. Patterns 5(2): 100913 (2024) - [j44]Xiaoqiang Zhu, Jiayu Zhou, Lihua You, Xiaosong Yang, Jian Chang, Jian Jun Zhang, Dan Zeng:
DFIE3D: 3D-Aware Disentangled Face Inversion and Editing via Facial-Contrastive Learning. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8310-8326 (2024) - [j43]Jingyi Hou, Zhen Dong, Jiayu Zhou, Zhijie Liu:
Discovering Predictable Latent Factors for Time Series Forecasting. IEEE Trans. Knowl. Data Eng. 36(10): 5106-5119 (2024) - [c126]Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi:
On the Generalization Ability of Unsupervised Pretraining. AISTATS 2024: 4519-4527 - [c125]Fan Dong, Ali Abbasi, Henry Leung, Xin Wang, Jiayu Zhou, Steve Drew:
Federated Learning Model Aggregation in Heterogenous Aerial and Space Networks. ICC Workshops 2024: 1262-1267 - [c124]Ali Abbasi, Fan Dong, Xin Wang, Henry Leung, Jiayu Zhou, Steve Drew:
FedGreen: Carbon-Aware Federated Learning with Model Size Adaptation. ICC Workshops 2024: 1352-1358 - [c123]Shuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou:
Safe and Robust Watermark Injection with a Single OoD Image. ICLR 2024 - [c122]Bao Hoang, Yijiang Pang, Siqi Liang, Liang Zhan, Paul M. Thompson, Jiayu Zhou:
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization. KDD 2024: 5105-5115 - [c121]Junyuan Hong, Carl Yang, Zhuangdi Zhu, Zheng Xu, Nathalie Baracaldo, Neil Shah, Salman Avestimehr, Jiayu Zhou:
FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics. KDD 2024: 6718-6719 - [c120]Jiayu Zhou, Qiang Zhao, Peiru Huang, Junzhe Lu, Yaoqi Sun:
A ConvNeXt-Based Network for Aerial-view Geo-localization in Multiple Environment. UAVM 2024: 24-28 - [i64]Yijiang Pang, Jiayu Zhou:
Stochastic Two Points Method for Deep Model Zeroth-order Optimization. CoRR abs/2402.01621 (2024) - [i63]Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi:
On the Generalization Ability of Unsupervised Pretraining. CoRR abs/2403.06871 (2024) - [i62]Yijiang Pang, Hoang Bao, Jiayu Zhou:
Cross-modality debiasing: using language to mitigate sub-population shifts in imaging. CoRR abs/2403.07888 (2024) - [i61]Ali Abbasi, Fan Dong, Xin Wang, Henry Leung, Jiayu Zhou, Steve Drew:
FedGreen: Carbon-aware Federated Learning with Model Size Adaptation. CoRR abs/2404.15503 (2024) - [i60]Yijiang Pang, Shuyang Yu, Hoang Bao, Jiayu Zhou:
Towards Stability of Parameter-free Optimization. CoRR abs/2405.04376 (2024) - [i59]Hoang Bao, Yijiang Pang, Siqi Liang, Liang Zhan, Paul M. Thompson, Jiayu Zhou:
Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization. CoRR abs/2405.15081 (2024) - [i58]Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou:
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models. CoRR abs/2405.16413 (2024) - [i57]Siqi Liang, Sumyeong Ahn, Jiayu Zhou:
Distributed In-Context Learning under Non-IID Among Clients. CoRR abs/2408.00144 (2024) - [i56]Shuyang Yu, Runxue Bao, Parminder Bhatia, Taha Kass-Hout, Jiayu Zhou, Cao Xiao:
Dynamic Uncertainty Ranking: Enhancing In-Context Learning for Long-Tail Knowledge in LLMs. CoRR abs/2410.23605 (2024) - 2023
- [j42]Haoyu Shu, Jiayu Zhou, Wen Yang, Heng Zhang:
Distortion-based state security codes for distributed sensor networks. Autom. 151: 110904 (2023) - [j41]Wenjie Ding, Jiayu Zhou, Wen Yang, Yang Tang:
An efficient encoding mechanism against eavesdropper with side channel information. Autom. 153: 111062 (2023) - [j40]Shanna Liu, Hao Zhang, Chang Li, Weifang Dai, Jinyu Wu, Yuanyuan Wu, Wenwen Su, Bin Xia, Jiayu Zhou, Yuqiang Shen, Xinjian Zhu:
A method of motion estimation of segmental ventricular wall with tracking of ultrasonic echocardiogram. BMC Medical Imaging 23(1): 88 (2023) - [j39]Zhaonan Qu, Kaixiang Lin, Zhaojian Li, Jiayu Zhou, Zhengyuan Zhou:
A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvg. J. Artif. Intell. Res. 78: 1143-1200 (2023) - [j38]Yue Luo, Yun Liu, Wen Yang, Jiayu Zhou, Taolin Lv:
Distributed filtering algorithm based on local outlier factor under data integrity attacks. J. Frankl. Inst. 360(12): 9290-9306 (2023) - [j37]Zhuangdi Zhu, Kaixiang Lin, Anil K. Jain, Jiayu Zhou:
Transfer Learning in Deep Reinforcement Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13344-13362 (2023) - [j36]Jiayu Zhou, Wen Yang, Wenjie Ding, Wei Xing Zheng, Yong Xu:
Watermarking-Based Protection Strategy Against Stealthy Integrity Attack on Distributed State Estimation. IEEE Trans. Autom. Control. 68(1): 628-635 (2023) - [j35]Jiayu Zhou, Yue Luo, Yun Liu, Wen Yang:
Eavesdropping Strategies for Remote State Estimation Under Communication Constraints. IEEE Trans. Inf. Forensics Secur. 18: 2250-2261 (2023) - [j34]Yan Yu, Wen Yang, Wenjie Ding, Jiayu Zhou:
Reinforcement Learning Solution for Cyber-Physical Systems Security Against Replay Attacks. IEEE Trans. Inf. Forensics Secur. 18: 2583-2595 (2023) - [j33]Haotao Wang, Junyuan Hong, Jiayu Zhou, Zhangyang Wang:
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts. Trans. Mach. Learn. Res. 2023 (2023) - [j32]Xiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Guoliang Xing, Jianwei Huang:
ClusterFL: A Clustering-based Federated Learning System for Human Activity Recognition. ACM Trans. Sens. Networks 19(1): 17:1-17:32 (2023) - [j31]Yun Liu, Wen Yang, Jiayu Zhou, Yue Luo:
H∞ Filter for Discrete-Time Periodic Piecewise Systems With Missing Measurements. IEEE Trans. Syst. Man Cybern. Syst. 53(9): 5648-5657 (2023) - [j30]Chang Liu, Jiayu Zhou, Ying Gao, Deli Qiao, Haifeng Qian:
IRS-Aided Secure Communications Over an Untrusted AF Relay System. IEEE Trans. Wirel. Commun. 22(12): 8620-8633 (2023) - [c119]Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou:
Federated Robustness Propagation: Sharing Adversarial Robustness in Heterogeneous Federated Learning. AAAI 2023: 7893-7901 - [c118]Yuanzhuo Xu, Xiaoguang Niu, Jie Yang, Steve Drew, Jiayu Zhou, Ruizhi Chen:
USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning. AAAI 2023: 10648-10656 - [c117]Yunkai Bao, Steve Drew, Xin Wang, Jiayu Zhou, Xiaoguang Niu:
Federated Learning with Client Availability Budgets. GLOBECOM 2023: 1902-1907 - [c116]Jiajun Wu, Steve Drew, Jiayu Zhou:
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks. ICC 2023: 985-990 - [c115]Junyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger:
MECTA: Memory-Economic Continual Test-Time Model Adaptation. ICLR 2023 - [c114]Shuyang Yu, Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou:
Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection. ICLR 2023 - [c113]Junyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou:
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers. ICML 2023: 13199-13212 - [c112]Jiayu Zhou, Xiaoqiang Zhu:
EHA3D: Expressive Head Avatar via Disentangled Latent Code. IFTC (1) 2023: 243-257 - [c111]Junyuan Hong, Zhuangdi Zhu, Lingjuan Lyu, Yang Zhou, Vishnu Naresh Boddeti, Jiayu Zhou:
International Workshop on Federated Learning for Distributed Data Mining. KDD 2023: 5861-5862 - [c110]Chen Zhao, Feng Chen, Xintao Wu, Haifeng Chen, Jiayu Zhou:
2nd Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI). KDD 2023: 5903-5904 - [c109]Xiaomin Ouyang, Zhiyuan Xie, Heming Fu, Sitong Cheng, Li Pan, Neiwen Ling, Guoliang Xing, Jiayu Zhou, Jianwei Huang:
Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training. MobiSys 2023: 530-543 - [c108]Haobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou:
Understanding Deep Gradient Leakage via Inversion Influence Functions. NeurIPS 2023 - [c107]Xuan Wang, Guanhong Wang, Wenhao Chai, Jiayu Zhou, Gaoang Wang:
User-Aware Prefix-Tuning Is a Good Learner for Personalized Image Captioning. PRCV (7) 2023: 384-395 - [i55]Jiajun Wu, Steve Drew, Fan Dong, Zhuangdi Zhu, Jiayu Zhou:
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey. CoRR abs/2302.02573 (2023) - [i54]Jiajun Wu, Steve Drew, Jiayu Zhou:
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks. CoRR abs/2302.07305 (2023) - [i53]Qianqian Xie, Jiayu Zhou, Yifan Peng, Fei Wang:
FactReranker: Fact-guided Reranker for Faithful Radiology Report Summarization. CoRR abs/2303.08335 (2023) - [i52]Jingyi Hou, Zhen Dong, Jiayu Zhou, Zhijie Liu:
Discovering Predictable Latent Factors for Time Series Forecasting. CoRR abs/2303.10426 (2023) - [i51]Suraj Rajendran, Weishen Pan, Mert R. Sabuncu, Yong Chen, Jiayu Zhou, Fei Wang:
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources. CoRR abs/2305.06217 (2023) - [i50]Fan Dong, Ali Abbasi, Steve Drew, Henry Leung, Xin Wang, Jiayu Zhou:
WeiAvg: Federated Learning Model Aggregation Promoting Data Diversity. CoRR abs/2305.16351 (2023) - [i49]Junyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou:
Revisiting Data-Free Knowledge Distillation with Poisoned Teachers. CoRR abs/2306.02368 (2023) - [i48]Siqi Liang, Jintao Huang, Dun Zeng, Junyuan Hong, Jiayu Zhou, Zenglin Xu:
FedNoisy: Federated Noisy Label Learning Benchmark. CoRR abs/2306.11650 (2023) - [i47]Shuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou:
Safe and Robust Watermark Injection with a Single OoD Image. CoRR abs/2309.01786 (2023) - [i46]Haobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou:
Understanding Deep Gradient Leakage via Inversion Influence Functions. CoRR abs/2309.13016 (2023) - [i45]Shuyang Yu, Junyuan Hong, Yi Zeng, Fei Wang, Ruoxi Jia, Jiayu Zhou:
Who Leaked the Model? Tracking IP Infringers in Accountable Federated Learning. CoRR abs/2312.03205 (2023) - [i44]Xuan Wang, Guanhong Wang, Wenhao Chai, Jiayu Zhou, Gaoang Wang:
User-Aware Prefix-Tuning is a Good Learner for Personalized Image Captioning. CoRR abs/2312.04793 (2023) - [i43]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:
Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning. CoRR abs/2312.14184 (2023) - 2022
- [j29]Khoa Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou:
Parked Vehicles Task Offloading in Edge Computing. IEEE Access 10: 41592-41606 (2022) - [j28]Jiayu Zhou, Wen Yang, Heng Zhang, Wei Xing Zheng, Yong Xu, Yang Tang:
Security analysis and defense strategy of distributed filtering under false data injection attacks. Autom. 138: 110151 (2022) - [j27]Jiayu Zhou, Deli Qiao, Haifeng Qian:
Virtual full-duplex buffer-aided relay selection schemes for secure cooperative wireless networks. EURASIP J. Wirel. Commun. Netw. 2022(1): 44 (2022) - [j26]Jian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang:
Model-Protected Multi-Task Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(2): 1002-1019 (2022) - [j25]Yue Luo, Jiayu Zhou, Wen Yang:
Distributed State Estimation With Colored Noises. IEEE Trans. Circuits Syst. II Express Briefs 69(6): 2807-2811 (2022) - [j24]Wenjie Ding, Wen Yang, Jiayu Zhou, Ling Shi, Guanrong Chen:
Privacy Preserving via Secure Summation in Distributed Kalman Filtering. IEEE Trans. Control. Netw. Syst. 9(3): 1481-1492 (2022) - [j23]Jiayu Zhou, Wenjie Ding, Wen Yang:
A Secure Encoding Mechanism Against Deception Attacks on Multisensor Remote State Estimation. IEEE Trans. Inf. Forensics Secur. 17: 1959-1969 (2022) - [j22]Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao:
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation. IEEE J. Biomed. Health Informatics 26(2): 638-647 (2022) - [c106]Boyang Liu, Pang-Ning Tan, Jiayu Zhou:
Unsupervised Anomaly Detection by Robust Density Estimation. AAAI 2022: 4101-4108 - [c105]Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou:
Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations. AAAI 2022: 9269-9277 - [c104]Jiayu Zhou, Jing Ye, Yue Ouyang, Manyuan Tong, Xuedong Pan, Jerry Gao:
On Building Real Time Intelligent Agricultural. BigDataService 2022: 89-95 - [c103]Jiayu Zhou, Jinxu Tao, Yihao Yang, Jiaqi Wang, Xinyu Guo:
Research On Temperature Control In High Intensity Focused Ultrasound Therapy Based On Res-BPPID. CACRE 2022: 153-159 - [c102]Jiayu Zhou, Jinxu Tao, Yihao Yang, Jiaqi Wang, Xinyu Guo:
Optimization Of HIFU Focused Sound Field Based On Improved Sparrow Search Algorithm. ICCCS 2022: 858-865 - [c101]Guangliang Liu, Lifeng Jin, Owen Yuan, Jiayu Zhou:
Dynamic Augmentation Data Selection for Few-shot Text Classification. EMNLP (Findings) 2022: 4841-4852 - [c100]Junyuan Hong, Zhangyang Wang, Jiayu Zhou:
Dynamic Privacy Budget Allocation Improves Data Efficiency of Differentially Private Gradient Descent. FAccT 2022: 11-35 - [c99]Shuyang Yu, Zhuangdi Zhu, Boyang Liu, Anil K. Jain, Jiayu Zhou:
Robust Unsupervised Domain Adaptation from A Corrupted Source. ICDM 2022: 1299-1304 - [c98]Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou:
Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization. ICLR 2022 - [c97]Zhuangdi Zhu, Junyuan Hong, Steve Drew, Jiayu Zhou:
Resilient and Communication Efficient Learning for Heterogeneous Federated Systems. ICML 2022: 27504-27526 - [c96]Shuxin Chen, Jiayu Zhou, Yaohua Li, Giuseppe Guidi, Jon Are Suul, Yi Tang:
Ensuring Soft Switching During Transient Operations of Wireless Power Transfer Systems with Frequency Control. IECON 2022: 1-6 - [c95]Jiayu Zhou, Giuseppe Guidi, Shuxin Chen, Yi Tang, Jon Are Suul:
A Hysteresis ON-OFF Control Method of Inductive Power Transfer Systems with Low Output Ripples and Fast Transient Responses. IECON 2022: 1-7 - [c94]Mengying Sun, Jing Xing, Han Meng, Huijun Wang, Bin Chen, Jiayu Zhou:
MolSearch: Search-based Multi-objective Molecular Generation and Property Optimization. KDD 2022: 4724-4732 - [c93]Xiaomin Ouyang, Xian Shuai, Jiayu Zhou, Ivy Wang Shi, Zhiyuan Xie, Guoliang Xing, Jianwei Huang:
Cosmo: contrastive fusion learning with small data for multimodal human activity recognition. MobiCom 2022: 324-337 - [c92]Junyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger:
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling. NeurIPS 2022 - [c91]Haotao Wang, Junyuan Hong, Aston Zhang, Jiayu Zhou, Zhangyang Wang:
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. NeurIPS 2022 - [i42]Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou:
Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization. CoRR abs/2203.09747 (2022) - [i41]Haotao Wang, Junyuan Hong, Jiayu Zhou, Zhangyang Wang:
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts. CoRR abs/2207.01168 (2022) - [i40]Haotao Wang, Junyuan Hong, Aston Zhang, Jiayu Zhou, Zhangyang Wang:
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork. CoRR abs/2210.06428 (2022) - [i39]Junyuan Hong, Lingjuan Lyu, Jiayu Zhou, Michael Spranger:
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling. CoRR abs/2210.12575 (2022) - 2021
- [j21]Weiliang Jiang, Wen Yang, Jiayu Zhou, Wenjie Ding, Yue Luo, Yun Liu:
Reinforcement Learning-Based Detection for State Estimation Under False Data Injection. IEEE Access 9: 66498-66508 (2021) - [j20]Jiayu Zhou, Yanqing Ye, Jiang Jiang:
Kernel principal components based cascade forest towards disease identification with human microbiota. BMC Medical Informatics Decis. Mak. 21(1): 360 (2021) - [j19]Yong Xu, Jiayu Zhou, Hong-Xia Rao, Renquan Lu, Lihua Xie:
Reset Moving Horizon Estimation for Quantized Discrete Time Systems. IEEE Trans. Autom. Control. 66(9): 4199-4205 (2021) - [j18]Jianpeng Xu, Jiayu Zhou, Pang-Ning Tan, Xi Liu, Lifeng Luo:
Spatio-Temporal Multi-Task Learning via Tensor Decomposition. IEEE Trans. Knowl. Data Eng. 33(6): 2764-2775 (2021) - [c90]Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou:
Learning Model-Based Privacy Protection under Budget Constraints. AAAI 2021: 7702-7710 - [c89]Divyansh Aggarwal, Jiayu Zhou, Anil K. Jain:
FedFace: Collaborative Learning of Face Recognition Model. IJCB 2021: 1-8 - [c88]Khoa Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou:
EdgePV: Collaborative Edge Computing Framework for Task Offloading. ICC 2021: 1-6 - [c87]Jiayu Zhou, Deli Qiao, Haifeng Qian:
Imitating Full-Duplex Secure Communication with Buffer-Aided Half-Duplex Relays. ICC 2021: 1-6 - [c86]Boyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou:
Learning Deep Neural Networks under Agnostic Corrupted Supervision. ICML 2021: 6957-6967 - [c85]Zhuangdi Zhu, Junyuan Hong, Jiayu Zhou:
Data-Free Knowledge Distillation for Heterogeneous Federated Learning. ICML 2021: 12878-12889 - [c84]Boyang Liu, Ding Wang, Kaixiang Lin, Pang-Ning Tan, Jiayu Zhou:
RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection. IJCAI 2021: 1505-1511 - [c83]Jun Chen, Jieping Ye, Fengyi Tang, Jiayu Zhou:
Automatic Detection of Alzheimer's Disease Using Spontaneous Speech Only. Interspeech 2021: 3830-3834 - [c82]Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou:
Federated Adversarial Debiasing for Fair and Transferable Representations. KDD 2021: 617-627 - [c81]Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou:
MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph. KDD 2021: 3585-3594 - [c80]Yongshun Gong, Jinfeng Yi, Dongdong Chen, Jian Zhang, Jiayu Zhou, Zhihua Zhou:
Inferring the Importance of Product Appearance with Semi-supervised Multi-modal Enhancement: A Step Towards the Screenless Retailing. ACM Multimedia 2021: 1120-1128 - [c79]Xiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Jianwei Huang, Guoliang Xing:
ClusterFL: a similarity-aware federated learning system for human activity recognition. MobiSys 2021: 54-66 - [c78]Linlin Tu, Xiaomin Ouyang, Jiayu Zhou, Yuze He, Guoliang Xing:
FedDL: Federated Learning via Dynamic Layer Sharing for Human Activity Recognition. SenSys 2021: 15-28 - [i38]Junyuan Hong, Zhangyang Wang, Jiayu Zhou:
On Dynamic Noise Influence in Differentially Private Learning. CoRR abs/2101.07413 (2021) - [i37]Boyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou:
Learning Deep Neural Networks under Agnostic Corrupted Supervision. CoRR abs/2102.06735 (2021) - [i36]Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou:
Off-Policy Imitation Learning from Observations. CoRR abs/2102.13185 (2021) - [i35]Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao:
Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation. CoRR abs/2103.08454 (2021) - [i34]Divyansh Aggarwal, Jiayu Zhou, Anil K. Jain:
FedFace: Collaborative Learning of Face Recognition Model. CoRR abs/2104.03008 (2021) - [i33]Haomin Yu, Yangli-ao Geng, Yingjun Zhang, Qingyong Li, Jiayu Zhou:
MTNet: A Multi-Task Neural Network for On-Field Calibration of Low-Cost Air Monitoring Sensors. CoRR abs/2105.04425 (2021) - [i32]Zhuangdi Zhu, Junyuan Hong, Jiayu Zhou:
Data-Free Knowledge Distillation for Heterogeneous Federated Learning. CoRR abs/2105.10056 (2021) - [i31]Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou:
MoCL: Contrastive Learning on Molecular Graphs with Multi-level Domain Knowledge. CoRR abs/2106.04509 (2021) - [i30]Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou:
Federated Robustness Propagation: Sharing Adversarial Robustness in Federated Learning. CoRR abs/2106.10196 (2021) - [i29]Fengyi Tang, Lifan Zeng, Fei Wang, Jiayu Zhou:
Persona Authentication through Generative Dialogue. CoRR abs/2110.12949 (2021) - 2020
- [j17]Mengying Sun, Sendong Zhao, Coryandar Gilvary, Olivier Elemento, Jiayu Zhou, Fei Wang:
Graph convolutional networks for computational drug development and discovery. Briefings Bioinform. 21(3): 919-935 (2020) - [j16]