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2020 – today
- 2024
[j41]Junyi Gao
, Yinghao Zhu, Wenqing Wang, Zixiang Wang, Guiying Dong, Wen Tang, Hao Wang, Yasha Wang, Ewen M. Harrison, Liantao Ma:
A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care. Patterns 5(4): 100951 (2024)- [c81]Yang Lin, Xinyu Ma, Xin Gao, Ruiqing Li, Yasha Wang, Xu Chu:
Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation. ACL (Findings) 2024: 13762-13774 - [c80]Zhihao Yu, Chaohe Zhang, Yasha Wang, Wen Tang, Jiangtao Wang, Liantao Ma:
Predict and Interpret Health Risk Using Ehr Through Typical Patients. ICASSP 2024: 1506-1510 - [c79]Xin Gao, Yang Lin, Ruiqing Li, Yasha Wang, Xu Chu, Xinyu Ma, Hailong Yu:
Enhancing Topic Interpretability for Neural Topic Modeling Through Topic-Wise Contrastive Learning. ICDE 2024: 584-597 - [c78]Yongxin Xu, Xinke Jiang, Xu Chu, Yuzhen Xiao, Chaohe Zhang, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie:
ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup. KDD 2024: 3633-3644 - [i42]Zhihao Yu, Xu Chu, Liantao Ma, Yasha Wang, Wenwu Zhu:
Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time Series. CoRR abs/2401.07249 (2024) - [i41]Ruizhe Zhang, Xinke Jiang, Yuchen Fang, Jiayuan Luo, Yongxin Xu, Yichen Zhu, Xu Chu, Junfeng Zhao, Yasha Wang:
Infinite-Horizon Graph Filters: Leveraging Power Series to Enhance Sparse Information Aggregation. CoRR abs/2401.09943 (2024) - [i40]Weibin Liao, Yinghao Zhu, Zixiang Wang, Xu Chu, Yasha Wang, Liantao Ma:
Learnable Prompt as Pseudo-Imputation: Reassessing the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction. CoRR abs/2401.16796 (2024) - [i39]Weibin Liao, Yinghao Zhu, Xinyuan Wang, Chengwei Pan, Yasha Wang, Liantao Ma:
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation. CoRR abs/2403.05246 (2024) - [i38]Yang Lin, Xinyu Ma, Xu Chu, Yujie Jin, Zhibang Yang, Yasha Wang, Hong Mei:
LoRA Dropout as a Sparsity Regularizer for Overfitting Control. CoRR abs/2404.09610 (2024) - [i37]Zhihao Yu, Xu Chu, Yujie Jin, Yasha Wang, Junfeng Zhao:
SMART: Towards Pre-trained Missing-Aware Model for Patient Health Status Prediction. CoRR abs/2405.09039 (2024) - [i36]Tianlong Wang, Xianfeng Jiao, Yifan He, Zhongzhi Chen, Yinghao Zhu, Xu Chu, Junyi Gao, Yasha Wang, Liantao Ma:
Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories. CoRR abs/2406.00034 (2024) - [i35]Yinghao Zhu, Junyi Gao, Zixiang Wang, Weibin Liao, Xiaochen Zheng, Lifang Liang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Liantao Ma:
Is larger always better? Evaluating and prompting large language models for non-generative medical tasks. CoRR abs/2407.18525 (2024) - [i34]Ruizhe Zhang, Yongxin Xu, Yuzhen Xiao, Runchuan Zhu, Xinke Jiang, Xu Chu, Junfeng Zhao, Yasha Wang:
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models. CoRR abs/2408.03297 (2024) - [i33]Xinke Jiang, Yuchen Fang, Rihong Qiu, Haoyu Zhang, Yongxin Xu, Hao Chen, Wentao Zhang, Ruizhe Zhang, Yuchen Fang, Xu Chu, Junfeng Zhao, Yasha Wang:
TC-RAG:Turing-Complete RAG's Case study on Medical LLM Systems. CoRR abs/2408.09199 (2024) - [i32]Zhihao Yu, Yujie Jin, Yongxin Xu, Xu Chu, Yasha Wang, Junfeng Zhao:
IntelliCare: Improving Healthcare Analysis with Variance-Controlled Patient-Level Knowledge from Large Language Models. CoRR abs/2408.13073 (2024) - [i31]Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Tianlong Wang, Wen Tang, Yasha Wang, Chengwei Pan, Ewen M. Harrison, Junyi Gao, Liantao Ma:
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration. CoRR abs/2410.02551 (2024) - [i30]Yongxin Xu, Ruizhe Zhang, Xinke Jiang, Yujie Feng, Yuzhen Xiao, Xinyu Ma, Runchuan Zhu, Xu Chu, Junfeng Zhao, Yasha Wang:
Parenting: Optimizing Knowledge Selection of Retrieval-Augmented Language Models with Parameter Decoupling and Tailored Tuning. CoRR abs/2410.10360 (2024) - [i29]Hongxin Ding, Yue Fang, Runchuan Zhu, Xinke Jiang, Jinyang Zhang, Yongxin Xu, Xu Chu, Junfeng Zhao, Yasha Wang:
3DS: Decomposed Difficulty Data Selection's Case Study on LLM Medical Domain Adaptation. CoRR abs/2410.10901 (2024) - [i28]Weibin Liao, Xu Chu, Yasha Wang:
TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees. CoRR abs/2410.12854 (2024) - [i27]Xinke Jiang, Rihong Qiu, Yongxin Xu, Wentao Zhang, Yichen Zhu, Ruizhe Zhang, Yuchen Fang, Xu Chu, Junfeng Zhao, Yasha Wang:
RAGraph: A General Retrieval-Augmented Graph Learning Framework. CoRR abs/2410.23855 (2024) - 2023
- [j40]Yujie Feng, Jiangtao Wang, Yasha Wang, Xu Chu:
Towards Sustainable Compressive Population Health: A GAN-based Year-By-Year Imputation Method. ACM Trans. Comput. Heal. 4(1): 8:1-8:18 (2023) - [j39]Junyi Ma, Xuanliang Wang, Yasha Wang, Xu Chu, Junfeng Zhao:
An Adaptive Fusion Risk-Zone Detection Network and its Application. Int. J. Pattern Recognit. Artif. Intell. 37(6): 2350014:1-2350014:18 (2023) - [j38]Liantao Ma, Chaohe Zhang, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Yinghao Zhu, Tianlong Wang, Xinyu Ma, Yasha Wang, Wen Tang, Xinju Zhao, Wenjie Ruan, Tao Wang:
Mortality prediction with adaptive feature importance recalibration for peritoneal dialysis patients. Patterns 4(12): 100892 (2023) - [j37]Yujie Feng, Jiangtao Wang, Yasha Wang, Xu Chu:
Spatial-Attention and Demographic-Augmented Generative Adversarial Imputation Network for Population Health Data Reconstruction. IEEE Trans. Big Data 9(4): 1057-1070 (2023) - [j36]Liping Gao, Chao Chen, Feng Chu, Chengwu Liao, Hongyu Huang, Yasha Wang:
MOOP: An Efficient Utility-Rich Route Planning Framework Over Two-Fold Time-Dependent Road Networks. IEEE Trans. Emerg. Top. Comput. Intell. 7(5): 1554-1570 (2023) - [j35]Xinyu Ma, Yasha Wang, Xu Chu, Liantao Ma, Wen Tang, Junfeng Zhao, Ye Yuan, Guoren Wang:
Patient Health Representation Learning via Correlational Sparse Prior of Medical Features. IEEE Trans. Knowl. Data Eng. 35(11): 11769-11783 (2023) - [c77]Kai Yang, Yongxin Xu, Peinie Zou, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie:
KerPrint: Local-Global Knowledge Graph Enhanced Diagnosis Prediction for Retrospective and Prospective Interpretations. AAAI 2023: 5357-5365 - [c76]Yang Lin, Xin Gao, Xu Chu, Yasha Wang, Junfeng Zhao, Chao Chen:
Enhancing Neural Topic Model with Multi-Level Supervisions from Seed Words. ACL (Findings) 2023: 13361-13377 - [c75]Xu Chu, Yujie Jin, Xin Wang, Shanghang Zhang, Yasha Wang, Wenwu Zhu, Hong Mei:
Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks. ICML 2023: 6158-6184 - [c74]Yongxin Xu, Kai Yang, Chaohe Zhang, Peinie Zou, Zhiyuan Wang, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie:
VecoCare: Visit Sequences-Clinical Notes Joint Learning for Diagnosis Prediction in Healthcare Data. IJCAI 2023: 4921-4929 - [c73]Xinyu Ma, Xu Chu, Yasha Wang, Yang Lin, Junfeng Zhao, Liantao Ma, Wenwu Zhu:
Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications. NeurIPS 2023 - [c72]Yongxin Xu, Xu Chu, Kai Yang, Zhiyuan Wang, Peinie Zou, Hongxin Ding, Junfeng Zhao, Yasha Wang, Bing Xie:
SeqCare: Sequential Training with External Medical Knowledge Graph for Diagnosis Prediction in Healthcare Data. WWW 2023: 2819-2830 - [i26]Liantao Ma, Chaohe Zhang, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Xinyu Ma, Yasha Wang, Wen Tang, Xinju Zhao, Wenjie Ruan, Tao Wang:
Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset. CoRR abs/2301.07107 (2023) - [i25]Xinyu Ma, Xu Chu, Yasha Wang, Yang Lin, Junfeng Zhao, Liantao Ma, Wenwu Zhu:
Graph Interpolation via Fast Fused-Gromovization. CoRR abs/2306.15963 (2023) - [i24]Hongxin Ding, Peinie Zou, Zhiyuan Wang, Junfeng Zhao, Yasha Wang, Qiang Zhou:
A ModelOps-based Framework for Intelligent Medical Knowledge Extraction. CoRR abs/2310.02593 (2023) - [i23]Zhongji Zhang, Yuhang Wang, Yinghao Zhu, Xinyu Ma, Tianlong Wang, Chaohe Zhang, Yasha Wang, Liantao Ma:
A Transfer-Learning-Based Prognosis Prediction Paradigm that Bridges Data Distribution Shift across EMR Datasets. CoRR abs/2310.07799 (2023) - [i22]Zhihao Yu, Chaohe Zhang, Yasha Wang, Wen Tang, Jiangtao Wang, Liantao Ma:
Predict and Interpret Health Risk using EHR through Typical Patients. CoRR abs/2312.10977 (2023) - [i21]Xinke Jiang, Ruizhe Zhang, Yongxin Xu, Rihong Qiu, Yue Fang, Zhiyuan Wang, Jinyi Tang, Hongxin Ding, Xu Chu, Junfeng Zhao, Yasha Wang:
Think and Retrieval: A Hypothesis Knowledge Graph Enhanced Medical Large Language Models. CoRR abs/2312.15883 (2023) - [i20]Zhihao Yu, Liantao Ma, Yasha Wang, Junfeng Zhao:
Learning the Dynamic Correlations and Mitigating Noise by Hierarchical Convolution for Long-term Sequence Forecasting. CoRR abs/2312.16790 (2023) - 2022
- [j34]Chao Chen, Sen Yang, Yasha Wang, Bin Guo, Daqing Zhang:
CrowdExpress: A Probabilistic Framework for On-Time Crowdsourced Package Deliveries. IEEE Trans. Big Data 8(3): 827-842 (2022) - [c71]Xin Gao, Zhengye Zhu, Xu Chu, Yasha Wang, Wenjie Ruan, Junfeng Zhao:
Enhancing Robust Text Classification via Category Description. ICDM 2022: 151-160 - [c70]Xu Chu, Yujie Jin, Wenwu Zhu, Yasha Wang, Xin Wang, Shanghang Zhang, Hong Mei:
DNA: Domain Generalization with Diversified Neural Averaging. ICML 2022: 4010-4034 - [c69]Yujie Jin, Xu Chu, Yasha Wang, Wenwu Zhu:
Domain Generalization through the Lens of Angular Invariance. IJCAI 2022: 995-1001 - [c68]Chaohe Zhang, Xu Chu, Liantao Ma, Yinghao Zhu, Yasha Wang, Jiangtao Wang, Junfeng Zhao:
M3Care: Learning with Missing Modalities in Multimodal Healthcare Data. KDD 2022: 2418-2428 - [i19]Xinyu Ma, Xu Chu, Yasha Wang, Hailong Yu, Liantao Ma, Wen Tang, Junfeng Zhao:
MedFACT: Modeling Medical Feature Correlations in Patient Health Representation Learning via Feature Clustering. CoRR abs/2204.10011 (2022) - [i18]Junyi Gao, Yinghao Zhu, Wenqing Wang, Yasha Wang, Wen Tang, Liantao Ma:
A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care: Choosing the Best Model for COVID-19 Prognosis. CoRR abs/2209.07805 (2022) - [i17]Yujie Jin, Xu Chu, Yasha Wang, Wenwu Zhu:
Domain Generalization through the Lens of Angular Invariance. CoRR abs/2210.15836 (2022) - [i16]Chaohe Zhang, Xu Chu, Liantao Ma, Yinghao Zhu, Yasha Wang, Jiangtao Wang, Junfeng Zhao:
M3Care: Learning with Missing Modalities in Multimodal Healthcare Data. CoRR abs/2210.17292 (2022) - 2021
- [b1]Chao Chen, Daqing Zhang, Yasha Wang, Hongyu Huang:
Enabling Smart Urban Services with GPS Trajectory Data. Springer 2021, ISBN 978-981-16-0177-4, pp. 3-347 - [j33]Chao Chen, Liping Gao, Xuefeng Xie, Liang Feng, Yasha Wang:
2TD Path-Planner: Towards a More Realistic Path Planning System over Two-Fold Time-Dependent Road Networks [Application Notes]. IEEE Comput. Intell. Mag. 16(2): 78-98 (2021) - [j32]Chaoxiong Chen, Chao Chen, Yasha Wang, Junfeng Zhao, Yijian Wu, Hao Sheng, Yang Li:
I3City: An Interoperated, Intelligent, and Integrated Platform for Smart City Ecosystem. IT Prof. 23(4): 88-94 (2021) - [c67]Chaohe Zhang, Xin Gao, Liantao Ma, Yasha Wang, Jiangtao Wang, Wen Tang:
GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients. AAAI 2021: 715-723 - [c66]Jingyue Gao, Xiting Wang, Yasha Wang, Yulan Yan, Xing Xie:
Learning Groupwise Explanations for Black-Box Models. IJCAI 2021: 2396-2402 - [c65]Yujie Feng, Jiangtao Wang, Yasha Wang, Sumi Helal:
Completing Missing Prevalence Rates for Multiple Chronic Diseases by Jointly Leveraging Both Intra- and Inter-Disease Population Health Data Correlations. WWW 2021: 183-193 - [c64]Liantao Ma, Xinyu Ma, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Chaohe Zhang, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang:
Distilling Knowledge from Publicly Available Online EMR Data to Emerging Epidemic for Prognosis. WWW 2021: 3558-3568 - 2020
- [j31]Zhangbing Zhou, Jinfeng Wen, Yasha Wang, Xiao Xue, Patrick C. K. Hung, Long Dinh Nguyen:
Topic-based crossing-workflow fragment discovery. Future Gener. Comput. Syst. 112: 1141-1155 (2020) - [j30]Jiangtao Wang, Junyi Ma, Yasha Wang, Ning Wang, Leye Wang, Daqing Zhang, Feng Wang, Qin Lv:
Will Online Digital Footprints Reveal Your Relationship Status?: An Empirical Study of Social Applications for Sexual-Minority Men. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 29:1-29:23 (2020) - [j29]Jue Wu, Junyi Ma, Yasha Wang, Jiangtao Wang:
Understanding and Predicting the Burst of Burnout via Social Media. Proc. ACM Hum. Comput. Interact. 4(CSCW3): 1-27 (2020) - [j28]Liantao Ma, Chaohe Zhang, Yasha Wang, Guangju Peng, Chao Chen, Junfeng Zhao, Jiangtao Wang:
Estimating Urban Road GPS Environment Friendliness with Bus Trajectories: A City-Scale Approach. Sensors 20(6): 1580 (2020) - [j27]Jiangtao Wang, Feng Wang, Yasha Wang, Leye Wang, Zhaopeng Qiu, Daqing Zhang, Bin Guo, Qin Lv:
HyTasker: Hybrid Task Allocation in Mobile Crowd Sensing. IEEE Trans. Mob. Comput. 19(3): 598-611 (2020) - [j26]Chao Chen, Yan Ding, Suiming Guo, Yasha Wang:
DAVT: An Error-Bounded Vehicle Trajectory Data Representation and Compression Framework. IEEE Trans. Veh. Technol. 69(10): 10606-10618 (2020) - [c63]Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma:
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. AAAI 2020: 825-832 - [c62]Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiangtao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao:
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context. AAAI 2020: 833-840 - [c61]Kai Yang, Shaoqin Liu, Junfeng Zhao, Yasha Wang, Bing Xie:
COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment. AAAI 2020: 3025-3032 - [c60]Jingyue Gao, Yang Lin, Yasha Wang, Xiting Wang, Zhao Yang, Yuanduo He, Xu Chu:
Set-Sequence-Graph: A Multi-View Approach Towards Exploiting Reviews for Recommendation. CIKM 2020: 395-404 - [c59]Yan Li, Bo An, Junming Ma, Donggang Cao, Yasha Wang, Hong Mei:
SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud. ICDCS 2020: 45-55 - [c58]Yuanduo He, Xu Chu, Yasha Wang:
Neighbor Profile: Bagging Nearest Neighbors for Unsupervised Time Series Mining. ICDE 2020: 373-384 - [c57]Xu Chu, Yang Lin, Yasha Wang, Xiting Wang, Hailong Yu, Xin Gao, Qi Tong:
Distance Metric Learning with Joint Representation Diversification. ICML 2020: 1962-1973 - [c56]Deng Zhao, Zhangbing Zhou, Yasha Wang, Walid Gaaloul:
Detecting Temporal Anomaly and Interestingness in Timed Business Process Models. ICWS 2020: 418-422 - [c55]Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun:
StageNet: Stage-Aware Neural Networks for Health Risk Prediction. WWW 2020: 530-540 - [i15]Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun:
StageNet: Stage-Aware Neural Networks for Health Risk Prediction. CoRR abs/2001.10054 (2020) - [i14]Liantao Ma, Xinyu Ma, Junyi Gao, Chaohe Zhang, Zhihao Yu, Xianfeng Jiao, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang:
CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis. CoRR abs/2007.08848 (2020) - [i13]Yan Li, Bo An, Junming Ma, Donggang Cao, Yasha Wang, Hong Mei:
SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud. CoRR abs/2012.03576 (2020)
2010 – 2019
- 2019
- [j25]Jiangtao Wang, Yasha Wang, Qin Lv:
Crowd-Assisted Machine Learning: Current Issues and Future Directions. Computer 52(1): 46-53 (2019) - [j24]Yibo Wang, Guangju Peng, Yuanduo He, Yasha Wang, Junfeng Zhao, Jiangtao Wang:
基于领域偏好的可变时间窗口时序数据主题模式识别算法 (Time Series Motif Discovery Algorithm of Variable Length Based on Domain Preference). 计算机科学 46(11): 251-259 (2019) - [j23]Chao Chen, Chengwu Liao, Xuefeng Xie, Yasha Wang, Junfeng Zhao:
Trip2Vec: a deep embedding approach for clustering and profiling taxi trip purposes. Pers. Ubiquitous Comput. 23(1): 53-66 (2019) - [j22]Jiangtao Wang, Yasha Wang, Daqing Zhang, Jorge Gonçalves, Denzil Ferreira, Aku Visuri, Sen Ma:
Learning-Assisted Optimization in Mobile Crowd Sensing: A Survey. IEEE Trans. Ind. Informatics 15(1): 15-22 (2019) - [j21]Jiangtao Wang, Feng Wang, Yasha Wang, Daqing Zhang, Leye Wang, Zhaopeng Qiu:
Social-Network-Assisted Worker Recruitment in Mobile Crowd Sensing. IEEE Trans. Mob. Comput. 18(7): 1661-1673 (2019) - [j20]Jiangtao Wang, Feng Wang, Yasha Wang, Daqing Zhang, Brian Y. Lim, Leye Wang:
Allocating Heterogeneous Tasks in Participatory Sensing with Diverse Participant-Side Factors. IEEE Trans. Mob. Comput. 18(9): 1979-1991 (2019) - [j19]Jiangtao Wang, Yasha Wang, Daqing Zhang, Qin Lv, Chao Chen:
Crowd-Powered Sensing and Actuation in Smart Cities: Current Issues and Future Directions. IEEE Wirel. Commun. 26(2): 86-92 (2019) - [c54]Jingyue Gao, Xiting Wang, Yasha Wang, Xing Xie:
Explainable Recommendation through Attentive Multi-View Learning. AAAI 2019: 3622-3629 - [c53]Jingyue Gao, Yuanduo He, Yasha Wang, Xiting Wang, Jiangtao Wang, Guangju Peng, Xu Chu:
STAR: Spatio-Temporal Taxonomy-Aware Tag Recommendation for Citizen Complaints. CIKM 2019: 1903-1912 - [c52]Longbiao Chen, Zhihan Jiang, Jiangtao Wang, Yasha Wang:
Data-Driven Bike Sharing System Optimization: State of the Art and Future Opportunities. EWSN 2019: 347-350 - [c51]Jingyue Gao, Xiting Wang, Yasha Wang, Zhao Yang, Junyi Gao, Jiangtao Wang, Wen Tang, Xing Xie:
CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare. ICDM 2019: 1036-1041 - [c50]Xu Chu, Yang Lin, Yasha Wang, Leye Wang, Jiangtao Wang, Jingyue Gao:
MLRDA: A Multi-Task Semi-Supervised Learning Framework for Drug-Drug Interaction Prediction. IJCAI 2019: 4518-4524 - [c49]Jinfeng Wen, Zhangbing Zhou, Yasha Wang, Walid Gaaloul, Yucong Duan:
Discovering Crossing-Workflow Fragments Based on Activity Knowledge Graph. OTM Conferences 2019: 515-532 - [c48]Liantao Ma, Yasha Wang, Guangju Peng, Chaohe Zhang, Chao Chen, Junfeng Zhao, Jiangtao Wang:
Multi-Source Data Integration-Based Urban Road GPS Environment Friendliness Estimation. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 626-633 - [c47]Kai Yang, Wenqi Sun, Junfeng Zhao, Yasha Wang, Bing Xie:
Supervised Nonnegative Tucker Decomposition for Computational Phenotyping. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 715-722 - [c46]Xin Gao, Chaohe Zhang, Liantao Ma, Yasha Wang, Jiangtao Wang, Daqing Zhang:
Correlating MSM's Mental Health with Usage Behaviors on MSM-Specific Social Applications. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 891-898 - [c45]Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang:
MUSEFood: Multi-Sensor-Based Food Volume Estimation on Smartphones. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 899-906 - [c44]Shuang Tang, Junfeng Zhao, Yasha Wang, Da Cui:
HISMA: A Human-Machine Iterative Schema Matching Algorithm. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1003-1010 - [c43]Feng Wang, Yasha Wang, Jiangtao Wang, Haoyi Xiong, Junfeng Zhao, Daqing Zhang:
Assessing Mental Stress Based on Smartphone Sensing Data: An Empirical Study. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1031-1038 - [i12]Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang:
MUSEFood: Multi-sensor-based Food Volume Estimation on Smartphones. CoRR abs/1903.07437 (2019) - [i11]Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma:
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration. CoRR abs/1911.12205 (2019) - [i10]Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiantao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao:
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context. CoRR abs/1911.12216 (2019) - 2018
- [j18]Jiangtao Wang, Yasha Wang, Daqing Zhang, Sumi Helal:
Energy Saving Techniques in Mobile Crowd Sensing: Current State and Future Opportunities. IEEE Commun. Mag. 56(5): 164-169 (2018) - [j17]Yasha Wang, Katsuyuki Yamazaki:
Governments in the Age of Big Data and Smart Cities [Guest Editors' Introduction]. Computer 51(12): 10-12 (2018) - [j16]Xiang Li, Daqing Zhang, Jie Xiong, Yue Zhang, Shengjie Li, Yasha Wang, Hong Mei:
Training-Free Human Vitality Monitoring Using Commodity Wi-Fi Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(3): 121:1-121:25 (2018) - [j15]Jiangtao Wang, Leye Wang, Yasha Wang, Daqing Zhang, Linghe Kong:
Task Allocation in Mobile Crowd Sensing: State-of-the-Art and Future Opportunities. IEEE Internet Things J. 5(5): 3747-3757 (2018) - [j14]Leye Wang, Daqing Zhang, Dingqi Yang, Animesh Pathak, Chao Chen, Xiao Han, Haoyi Xiong, Yasha Wang:
SPACE-TA: Cost-Effective Task Allocation Exploiting Intradata and Interdata Correlations in Sparse Crowdsensing. ACM Trans. Intell. Syst. Technol. 9(2): 20:1-20:28 (2018) - [j13]Chao Chen, Shuhai Jiao, Shu Zhang, Weichen Liu, Liang Feng, Yasha Wang:
TripImputor: Real-Time Imputing Taxi Trip Purpose Leveraging Multi-Sourced Urban Data. IEEE Trans. Intell. Transp. Syst. 19(10): 3292-3304 (2018) - [j12]Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Haoyi Xiong, Chao Chen, Qin Lv, Zhaopeng Qiu:
Multi-Task Allocation in Mobile Crowd Sensing with Individual Task Quality Assurance. IEEE Trans. Mob. Comput. 17(9): 2101-2113 (2018) - [j11]Jiangtao Wang, Yasha Wang, Leye Wang, Yuanduo He:
GP-selector: a generic participant selection framework for mobile crowdsourcing systems. World Wide Web 21(3): 759-782 (2018) - [c42]Yuanduo He, Xu Chu, Guangju Peng, Yasha Wang, Zhu Jin, Xiaorong Wang:
Mining Rules from Real-Valued Time Series: A Relative Information-Gain-Based Approach. COMPSAC (1) 2018: 388-397 - [c41]Leye Wang, Wenbin Liu, Daqing Zhang, Yasha Wang, En Wang, Yongjian Yang:
Cell Selection with Deep Reinforcement Learning in Sparse Mobile Crowdsensing. ICDCS 2018: 1543-1546 - [c40]Yuanduo He, Jialiang Pei, Xu Chu, Yasha Wang, Zhu Jin, Guangju Peng:
Characteristic Subspace Learning for Time Series Classification. ICDM 2018: 1019-1024 - [c39]Jingyue Gao, Yasha Wang, Xu Chu, Yuanduo He, Ziqing Mao:
CAPED: Context-Aware Powerlet-Based Energy Disaggregation. PAKDD (1) 2018: 236-247 - [i9]Leye Wang, Wenbin Liu, Daqing Zhang, Yasha Wang, En Wang, Yongjian Yang:
Cell Selection with Deep Reinforcement Learning in Sparse Mobile Crowdsensing. CoRR abs/1804.07047 (2018) - [i8]Jiangtao Wang, Leye Wang, Yasha Wang, Daqing Zhang, Linghe Kong:
Task Allocation in Mobile Crowd Sensing: State of the Art and Future Opportunities. CoRR abs/1805.08418 (2018) - [i7]Jiangtao Wang, Yasha Wang, Daqing Zhang, Qin Lv, Chao Chen:
Crowd-Powered Sensing and Actuation in Smart Cities: Current Issues and Future Directions. CoRR abs/1805.08420 (2018) - [i6]Jiangtao Wang, Feng Wang, Yasha Wang, Leye Wang, Zhaopeng Qiu, Daqing Zhang, Bin Guo, Qin Lv:
HyTasker: Hybrid Task Allocation in Mobile Crowd Sensing. CoRR abs/1805.08480 (2018) - [i5]Jiangtao Wang, Feng Wang, Yasha Wang, Daqing Zhang, Leye Wang, Zhaopeng Qiu:
Social-Network-Assisted Worker Recruitment in Mobile Crowd Sensing. CoRR abs/1805.08525 (2018) - [i4]Chao Chen, Sen Yang, Weichen Liu, Yasha Wang, Bin Guo, Daqing Zhang:
CrowdExpress: A Probabilistic Framework for On-Time Crowdsourced Package Deliveries. CoRR abs/1809.02897 (2018) - [i3]Xu Chu, Yang Lin, Jingyue Gao, Jiangtao Wang, Yasha Wang, Leye Wang:
Multi-Label Robust Factorization Autoencoder and its Application in Predicting Drug-Drug Interactions. CoRR abs/1811.00208 (2018) - 2017
- [j10]Jiangtao Wang, Yasha Wang, Daqing Zhang, Leye Wang, Chao Chen, Jae Woong Lee, Yuanduo He:
Real-time and generic queue time estimation based on mobile crowdsensing. Frontiers Comput. Sci. 11(1): 49-60 (2017) - [j9]Chao Chen, Xia Chen, Zhu Wang, Yasha Wang, Daqing Zhang:
ScenicPlanner: planning scenic travel routes leveraging heterogeneous user-generated digital footprints. Frontiers Comput. Sci. 11(1): 61-74 (2017) - [j8]Jiangtao Wang, Yasha Wang, Yafei Wang:
CAPFF: A Context-Aware Assistant for Paper Form Filling. IEEE Trans. Hum. Mach. Syst. 47(6): 903-908 (2017) - [j7]Chao Chen, Daqing Zhang, Xiaojuan Ma, Bin Guo, Leye Wang, Yasha Wang, Edwin Hsing-Mean Sha:
crowddeliver: Planning City-Wide Package Delivery Paths Leveraging the Crowd of Taxis. IEEE Trans. Intell. Transp. Syst. 18(6): 1478-1496 (2017) - [j6]Hao Wang, Daqing Zhang, Yasha Wang, Junyi Ma, Yuxiang Wang, Shengjie Li:
RT-Fall: A Real-Time and Contactless Fall Detection System with Commodity WiFi Devices. IEEE Trans. Mob. Comput. 16(2): 511-526 (2017) - [c38]Jiangtao Wang, Yasha Wang, Daqing Zhang, Feng Wang, Yuanduo He, Liantao Ma:
PSAllocator: Multi-Task Allocation for Participatory Sensing with Sensing Capability Constraints. CSCW 2017: 1139-1151 - [c37]Yan Ding, Chao Chen, Shu Zhang, Bin Guo, Zhiwen Yu, Yasha Wang:
GreenPlanner: Planning personalized fuel-efficient driving routes using multi-sourced urban data. PerCom 2017: 207-216 - [i2]Yuanduo He, Xu Chu, Juguang Peng, Jingyue Gao, Yasha Wang:
Motif-based Rule Discovery for Predicting Real-valued Time Series. CoRR abs/1709.04763 (2017) - 2016
- [j5]Leye Wang, Daqing Zhang, Yasha Wang, Chao Chen, Xiao Han, Abdallah M'hamed:
Sparse mobile crowdsensing: challenges and opportunities. IEEE Commun. Mag. 54(7): 161-167 (2016) - [j4]Jiangtao Wang, Yasha Wang, Sumi Helal, Daqing Zhang:
A Context-Driven Worker Selection Framework for Crowd-Sensing. Int. J. Distributed Sens. Networks 12: 6958710:1-6958710:16 (2016) - [j3]Jiangtao Wang, Yasha Wang, Daqing Zhang, Leye Wang, Haoyi Xiong, Abdelsalam Helal, Yuanduo He, Feng Wang:
Fine-Grained Multitask Allocation for Participatory Sensing With a Shared Budget. IEEE Internet Things J. 3(6): 1395-1405 (2016) - [c36]Hao Wang, Daqing Zhang, Junyi Ma, Yasha Wang, Yuxiang Wang, Dan Wu, Tao Gu, Bing Xie:
Human respiration detection with commodity wifi devices: do user location and body orientation matter? UbiComp 2016: 25-36 - [c35]Xiang Li, Shengjie Li, Daqing Zhang, Jie Xiong, Yasha Wang, Hong Mei:
Dynamic-MUSIC: accurate device-free indoor localization. UbiComp 2016: 196-207 - [c34]Junyi Ma, Yuxiang Wang, Hao Wang, Yasha Wang, Daqing Zhang:
When can we detect human respiration with commodity wifi devices? UbiComp Adjunct 2016: 325-328 - [c33]Dan Wu, Daqing Zhang, Chenren Xu, Yasha Wang, Hao Wang:
WiDir: walking direction estimation using wireless signals. UbiComp 2016: 351-362 - [c32]Lingxiao Zhang, Junfeng Zhao, Yasha Wang, Bing Xie:
Mining Patterns of Disease Progression: A Topic-Model-Based Approach. MIE 2016: 354-358 - [c31]Kai Yang, Jing Wang, Lixia Bao, Mei Ding, Jiangtao Wang, Yasha Wang:
Towards Future Situation-Awareness: A Conceptual Middleware Framework for Opportunistic Situation Identification. Q2SWinet@MSWiM 2016: 95-101 - [c30]Junyi Ma, Hao Wang, Daqing Zhang, Yasha Wang, Yuxiang Wang:
A Survey on Wi-Fi Based Contactless Activity Recognition. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 1086-1091 - 2015
- [j2]Jiangtao Wang, Yasha Wang, Yuanduo He:
Lowering the Technical Threshold for Organizers to Create and Deliver Mobile Crowd Sensing Applications. Int. J. Distributed Sens. Networks 11: 721647:1-721647:15 (2015) - [j1]Yuanduo He, Zhiyun Chen, Yasha Wang:
一种面向浏览式购物行为模式的LBS购书移动应用 (Browse-shopping-behavior-pattern-oriented Indoor LBS Mobile Application for Book Shopping). 计算机科学 42(12): 32-35 (2015) - [c29]Jiangtao Wang, Yasha Wang, Junfeng Zhao:
Helping Campaign Initiators Create Mobile Crowd Sensing Apps: A Supporting Framework. COMPSAC 2015: 545-552 - [c28]Jiangtao Wang, Yasha Wang, Yafei Wang, Junfeng Zhao:
A Situation-Aware and Interactive System for Assisting People Fill out Paper Forms. COMPSAC 2015: 595-600 - [c27]Leye Wang, Daqing Zhang, Animesh Pathak, Chao Chen, Haoyi Xiong, Dingqi Yang, Yasha Wang:
CCS-TA: quality-guaranteed online task allocation in compressive crowdsensing. UbiComp 2015: 683-694 - [c26]Daqing Zhang, Hao Wang, Yasha Wang, Junyi Ma:
Anti-fall: A Non-intrusive and Real-Time Fall Detector Leveraging CSI from Commodity WiFi Devices. ICOST 2015: 181-193 - [c25]Junfeng Zhao, Yasha Wang:
Toward domain knowledge model for smart city: The core conceptual model. ISC2 2015: 1-5 - [c24]Jiangtao Wang, Sumi Helal, Yasha Wang, Daqing Zhang:
WSelector: A Multi-scenario and Multi-view Worker Selection Framework for Crowd-Sensing. UIC/ATC/ScalCom 2015: 54-61 - [c23]Liantao Ma, Yibo Wang, Junyi Ma, Yuanduo He, Zhaopeng Qiu, Zhengyang Qin, Yasha Wang:
Ubiquitous Intelligent Computing in 10 Years VS Chinese Kungfu. UIC/ATC/ScalCom 2015: 376-377 - [i1]Daqing Zhang, Hao Wang, Yasha Wang, Junyi Ma:
Anti-Fall: A Non-intrusive and Real-time Fall Detector Leveraging CSI from Commodity WiFi Devices. CoRR abs/1507.01057 (2015) - 2014
- [c22]Jiangtao Wang, Yasha Wang, Hao Wang:
PSAFactory: An End-User Programming Tool for Building Participatory Sensing Applications. ICGSE Workshops 2014: 39-44 - [c21]Hao Wang, Yasha Wang, Jiangtao Wang:
A Participant Recruitment Framework for Crowdsourcing Based Software Requirement Acquisition. ICGSE 2014: 65-73 - [c20]Jiangtao Wang, Yasha Wang, Hongru Ren, Daqing Zhang:
Situation Inference by Fusion of Opportunistically Available Contexts. UIC/ATC/ScalCom 2014: 10-17 - 2013
- [c19]Yasha Wang, Jiangtao Wang, Xiaoyu Zhang:
QTime: A Queuing-Time Notification System Based on Participatory Sensing Data. COMPSAC 2013: 770-777 - [c18]Jiangtao Wang, Yasha Wang, Yuanduo He:
OPSitu: A Semantic-Web Based Situation Inference Tool Under Opportunistic Sensing Paradigm. MobiQuitous 2013: 3-16 - [c17]Yasha Wang, Jiangtao Wang, Yuxing Teng, Junfeng Zhao:
STERS: A System for Service Trustworthiness Evaluation and Recommendation based on the Trust Network (S). SEKE 2013: 322-325 - [c16]Yasha Wang, Jiangtao Wang, Jiakuan Ma, Bing Xie:
How Does Acquirer's Participation Influence Performance of Software Projects: A Quantitative Analysis (S). SEKE 2013: 537-541 - 2011
- [c15]Jia-kuan Ma, Xiao-fan Tong, Ya-sha Wang, Gang Li:
A Novel Approach to Quantifying the Influence of Software Process on Project Performance. EAST 2011: 44-50 - 2010
- [c14]Jia-kuan Ma, Ya-sha Wang, Lei Shi, Hong Mei:
An Automatic Approach to Aid Process Integration within a Secure Software Processes Family. ICSP 2010: 188-199 - [c13]Ya-sha Wang, Xiaoyang He, Jin-gang Guo, Jia-rui Jiang:
Software Process Reuse by Pattern Weaving. SEKE 2010: 722-725 - [c12]Junfeng Zhao, Bing Xie, Yasha Wang, Yongjun Xu:
TSRR: A Software Resource Repository for Trustworthiness Resource Management and Reuse. SEKE 2010: 752-756
2000 – 2009
- 2009
- [c11]Xiaoyang He, Jingang Guo, Yasha Wang, Ying Guo:
An Automatic Compliance Checking Approach for Software Processes. APSEC 2009: 467-474 - [c10]Jia-kuan Ma, Lei Shi, Ya-sha Wang, Hong Mei:
Process Aspect: Handling Crosscutting Concerns during Software Process Improvement. ICSP 2009: 124-135 - [c9]Junfeng Zhao, Yasha Wang, Bing Xie:
User Perceived Response-time Optimization Method for Composite Web Services. SEKE 2009: 356-363 - [c8]Xiaoyang He, Ya-sha Wang, Jin-gang Guo, Wu Zhou, Jia-kuan Ma:
Weaving Process Patterns into Software Process Models. SEKE 2009: 505-508 - 2008
- [c7]Xiaoyang He, Ya-sha Wang, Yu-xin Teng, Jin-gang Guo:
A Systematic Method for Process Tailoring Based on Knowledge Reuse. SEKE 2008: 38-41 - 2007
- [c6]Xiang-xi Meng, Ya-sha Wang, Lei Shi, Feng-Jian Wang:
A Process Pattern Language for Agile Methods. APSEC 2007: 374-381 - [c5]Ya-sha Wang, Junfeng Zhao, Ge Li:
Using Scenario Oriented Response-time Management for Composite Web Services. ICWS 2007: 1144-1145 - 2006
- [c4]Jiakuan Ma, Yasha Wang:
A Quantitive Context Model of Software Process Patterns and Its Application Method. QSIC 2006: 243-250 - 2005
- [c3]Yasha Wang, Dongni Li, Xiaoyang He:
A Process Management Tool Supporting Component-Based Process Development and Hierarchical Management Mechanism. CIT 2005: 906-910 - [c2]Dongni Li, Yasha Wang:
A Novel Media Access Control Algorithm Within Single Cluster in Hierarchical Ad Hoc Networks. MSN 2005: 986-995 - 2004
- [c1]Junfeng Zhao, Lu Zhang, Yasha Wang, Ying Jiang, Bing Xie:
Towards an Optimization-Based Method for Consolidating Domain Variabilities in Domain-Specific Web Services Composition. ICTAC 2004: 140-153
Coauthor Index
Xinyv Ma
aka: Xinyu Ma
aka: Xinyu Ma
[c80] [j40] [j37] [i22] [c68] [i16] [c67] [c65] [c64] [j30] [j29] [j28] [j27] [c63] [c62] [i14] [j25] [j24] [j22] [j21] [j20] [j19] [c53] [c52] [c51] [c50] [c48] [c46] [c43] [i11] [j18] [j15] [j12] [j11] [i8] [i7] [i6] [i5] [i3] [j10] [j8] [c38] [j4] [j3] [c31] [j2] [c29] [c28] [c24] [c22] [c21] [c20] [c19] [c18] [c17] [c16]
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