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ORCIDWei Fan 0001
Person information
- affiliation: Tencent Medical AI Lab, Palo Alto, CA, USA
- affiliation: Baidu Research Big Data Lab, Sunnyvale, CA, USA
- affiliation: Huawei Noah Ark's Lab, Hong Kong
- affiliation: IBM Thomas J. Watson Research Center, Hawthorne, NY, USA
- affiliation (PhD 2001): Columbia University, NY, USA
Other persons with the same name
- Wei Fan — disambiguation page
- Wei Fan 0002 — Beijing Institute of Technology, School of Automation, China
- Wei Fan 0003
![[0000-0002-9835-4485]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-9835-4485")
— Aalborg University, Department of Electronic Systems, Antennas, Propagation, and Millimeter-wave Systems Section, Denmark - Wei Fan 0004 — Dartmouth College, Department of Computer Science, Hanover, NH, USA (and 2 more)
- Wei Fan 0005 — Fujitsu Research & Development Center, Beijing, China
- Wei Fan 0006 (aka: Wei (David) Fan) — University of North Carolina at Charlotte, Department of Civil and Environmental Engineering, NC, USA (and 1 more)
- Wei Fan 0007 — Huazhong Agricultural University, School of Engineering, Wuhan, China (and 1 more)
- Wei Fan 0008 — Jiangsu University, School of Mechanical Engineering, Zhenjiang, China (and 1 more)
- Wei Fan 0009 — Institute of Technology, Cambridge, MA, USA
- Wei Fan 0010 — University of Oxford, UK (and 1 more)
- Wei Fan 0011 — Beijing Institute of Technology, School of Mechanical Engineering, Beijing, China
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2020 – today
- 2024
[j52]Chunjing Xiao, Shenkai Lv, Wei Fan, W. H. Ip:
Temporal-order association-based dynamic graph evolution for recommendation. J. Supercomput. 80(4): 5197-5223 (2024)- [i45]Rui Huang, Qingyi Zhao, Yan Xing, Sihua Gao, Weifeng Xu, Yuxiang Zhang, Wei Fan:
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network. CoRR abs/2401.11914 (2024) - [i44]Yan Xing, Qi'ao Xu, Jingcheng Zeng, Rui Huang, Sihua Gao, Weifeng Xu, Yuxiang Zhang, Wei Fan:
Cross Branch Feature Fusion Decoder for Consistency Regularization-based Semi-Supervised Change Detection. CoRR abs/2409.15021 (2024) - 2023
- [j51]Jing Cao, Yinbei Li, Xiaojun Zhang, Jiaqiang Yang, Wei Fan:
Torque-Type Backlash Inverse Control for an Electromechanical Actuator With Active Disturbance Rejection. IEEE Access 11: 108688-108696 (2023) - [j50]Yan Xing, Yuexuan Zhu, Wei Fan, Yuxiang Zhang, Rui Huang, Zhaojun Gu, W. H. Ip, Kai-Leung Yung:
SpanMTL: a span-based multi-table labeling for aspect-oriented fine-grained opinion extraction. Soft Comput. 27(8): 4627-4637 (2023) - [c179]Rui Huang, Ruofei Wang, Qing Guo, Jieda Wei, Yuxiang Zhang, Wei Fan, Yang Liu:
Background-Mixed Augmentation for Weakly Supervised Change Detection. AAAI 2023: 7919-7927 - [c178]Rui Huang, Huan Lu, Yan Xing, Wei Fan:
Multi-scale Convolutional Feature Approximation for Defocus Blur Detection. CSCWD 2023: 1172-1177 - 2022
- [j49]Rui Huang, Ruofei Wang, Yuxiang Zhang, Yan Xing, Wei Fan, Kai-Leung Yung:
Selecting change image for efficient change detection. IET Signal Process. 16(3): 327-339 (2022) - [j48]Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou:
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention. ACM Trans. Knowl. Discov. Data 16(1): 1:1-1:19 (2022) - [c177]Chunjing Xiao, Xinyang Shi, Wei Fan, Xiang Wu, Lishun Zeng:
Modeling Behavior and Attribute feedback based Flight Recommendation for Dynamic Pricing. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 937-944 - [c176]Chenyu You, Lianyi Han, Aosong Feng, Ruihan Zhao, Hui Tang, Wei Fan:
MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution. WACV 2022: 3946-3956 - [i43]Rui Huang, Ruofei Wang, Qing Guo, Yuxiang Zhang, Wei Fan:
IDET: Iterative Difference-Enhanced Transformers for High-Quality Change Detection. CoRR abs/2207.09240 (2022) - [i42]Fenglin Liu, Xuewei Ma, Xuancheng Ren, Xian Wu, Wei Fan, Yuexian Zou, Xu Sun:
Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning. CoRR abs/2210.10914 (2022) - [i41]Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou:
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention. CoRR abs/2210.16431 (2022) - [i40]Rui Huang, Ruofei Wang, Qing Guo, Jieda Wei, Yuxiang Zhang, Wei Fan, Yang Liu:
Background-Mixed Augmentation for Weakly Supervised Change Detection. CoRR abs/2211.11478 (2022) - 2021
- [j47]Wei Fan, Yuexuan Zhu, Ziyun Wei, Tianyu Yang, W. H. Ip, Yuxiang Zhang:
Order-guided deep neural network for emotion-cause pair prediction. Appl. Soft Comput. 112: 107818 (2021) - [j46]Rui Huang, Mo Zhou, Yan Xing, Yaobin Zou, Wei Fan:
Change detection with various combinations of fluid pyramid integration networks. Neurocomputing 437: 84-94 (2021) - [j45]Zhong Chen, Zhide Fang, Victor S. Sheng, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang:
Adaptive robust local online density estimation for streaming data. Int. J. Mach. Learn. Cybern. 12(6): 1803-1824 (2021) - [j44]Meijia Wang, Jian Kang, Nan Cao, Yinglong Xia, Wei Fan, Hanghang Tong:
Graph Ranking Auditing: Problem Definition and Fast Solutions. IEEE Trans. Knowl. Data Eng. 33(10): 3366-3380 (2021) - [j43]Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas:
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. IEEE Trans. Medical Imaging 40(9): 2403-2414 (2021) - [c175]Zhaopeng Qiu, Xian Wu, Jingyue Gao, Wei Fan:
U-BERT: Pre-training User Representations for Improved Recommendation. AAAI 2021: 4320-4327 - [c174]Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou:
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention. AAAI 2021: 13098-13106 - [c173]Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou:
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation. CVPR 2021: 13753-13762 - [c172]Baoyu Jing, Zeyu You, Tao Yang, Wei Fan, Hanghang Tong:
Multiplex Graph Neural Network for Extractive Text Summarization. EMNLP (1) 2021: 133-139 - [c171]Wentao Zhu, Yufang Huang, Daguang Xu, Zhen Qian, Wei Fan, Xiaohui Xie:
Test-Time Training for Deformable Multi-Scale Image Registration. ICRA 2021: 13618-13625 - [c170]Zheng Liu, Xiaohan Li, Zeyu You, Tao Yang, Wei Fan, Philip S. Yu:
Medical Triage Chatbot Diagnosis Improvement via Multi-relational Hyperbolic Graph Neural Network. SIGIR 2021: 1965-1969 - [i39]Wentao Zhu, Yufang Huang, Daguang Xu, Zhen Qian, Wei Fan, Xiaohui Xie:
Test-Time Training for Deformable Multi-Scale Image Registration. CoRR abs/2103.13578 (2021) - [i38]Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou:
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation. CoRR abs/2106.06963 (2021) - [i37]Jingru Yi, Pengxiang Wu, Hui Tang, Bo Liu, Qiaoying Huang, Hui Qu, Lianyi Han, Wei Fan, Daniel J. Hoeppner, Dimitris N. Metaxas:
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. CoRR abs/2106.07159 (2021) - [i36]Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou:
Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model. CoRR abs/2107.01571 (2021) - [i35]Baoyu Jing, Zeyu You, Tao Yang, Wei Fan, Hanghang Tong:
Multiplex Graph Neural Network for Extractive Text Summarization. CoRR abs/2108.12870 (2021) - [i34]Zeyu You, Yichu Zhou, Tao Yang, Wei Fan:
Anomaly-Injected Deep Support Vector Data Description for Text Outlier Detection. CoRR abs/2110.14729 (2021) - [i33]Chenyu You, Lianyi Han, Aosong Feng, Ruihan Zhao, Hui Tang, Wei Fan:
MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution. CoRR abs/2110.15327 (2021) - 2020
- [j42]Yuxiang Zhang, Huan Liu, Suge Wang, W. H. Ip, Wei Fan, Chunjing Xiao:
Automatic keyphrase extraction using word embeddings. Soft Comput. 24(8): 5593-5608 (2020) - [j41]Wei Fan, Hui Min Wang, Yan Xing, Rui Huang, W. H. Ip, Kai-Leung Yung:
A network representation method based on edge information extraction. Soft Comput. 24(11): 8223-8231 (2020) - [j40]Yaliang Li, Chaochun Liu, Nan Du, Wei Fan, Qi Li, Jing Gao, Chenwei Zhang, Hao Wu:
Extracting Medical Knowledge from Crowdsourced Question Answering Website. IEEE Trans. Big Data 6(2): 309-321 (2020) - [j39]Si Zhang, Hanghang Tong, Jie Tang, Jiejun Xu, Wei Fan:
Incomplete Network Alignment: Problem Definitions and Fast Solutions. ACM Trans. Knowl. Discov. Data 14(4): 38:1-38:26 (2020) - [c169]Yi Li, Zhe Wu, Shuang Zhao, Xian Wu, Yehong Kuang, Yangtian Yan, Shen Ge, Kai Wang, Wei Fan, Xiang Chen, Yong Wang:
PSENet: Psoriasis Severity Evaluation Network. AAAI 2020: 800-807 - [c168]Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan:
On the Generation of Medical Question-Answer Pairs. AAAI 2020: 8822-8829 - [c167]Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou:
Federated Learning for Vision-and-Language Grounding Problems. AAAI 2020: 11572-11579 - [c166]Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang:
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps. AAAI 2020: 12565-12572 - [c165]Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan:
Object-Guided Instance Segmentation for Biological Images. AAAI 2020: 12677-12684 - [c164]Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos:
Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract). AAAI 2020: 13815-13816 - [c163]Zhi Qiao, Zhen Qian, Hui Tang, Guanzhong Gong, Yong Yin, Chao Huang, Wei Fan:
CorGAN: Context aware Recurrent Generative Adversarial Network for Medical Image Generation. BIBM 2020: 1100-1103 - [c162]Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael Kai Tsun To, Zhen Qian, Demetri Terzopoulos:
Fully-Automated Analysis of Scoliosis from Spinal X-Ray Images. CBMS 2020: 114-119 - [c161]Zhaopeng Qiu, Xian Wu, Wei Fan:
Automatic Distractor Generation for Multiple Choice Questions in Standard Tests. COLING 2020: 2096-2106 - [c160]Yongzhi Li, Lu Chi, Guiyu Tian, Yadong Mu, Shen Ge, Zhi Qiao, Xian Wu, Wei Fan:
Spectrally-Enforced Global Receptive Field For Contextual Medical Image Segmentation And Classification. ICME 2020: 1-6 - [c159]Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos:
Partly Supervised Multi-Task Learning. ICMLA 2020: 769-774 - [c158]Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu:
Entity Synonym Discovery via Multipiece Bilateral Context Matching. IJCAI 2020: 1431-1437 - [c157]Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, Wei Fan:
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generation for 3D Hand Pose Synthesis. ACM Multimedia 2020: 2508-2516 - [c156]Fenglin Liu, Xian Wu, Shen Ge, Xiaoyu Zhang, Wei Fan, Yuexian Zou:
Bridging the Gap between Vision and Language Domains for Improved Image Captioning. ACM Multimedia 2020: 4153-4161 - [c155]Fenglin Liu, Xuancheng Ren, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou, Xu Sun:
Prophet Attention: Predicting Attention with Future Attention. NeurIPS 2020 - [c154]Ye Liu, Tao Yang, Zeyu You, Wei Fan, Philip S. Yu:
Commonsense Evidence Generation and Injection in Reading Comprehension. SIGdial 2020: 61-73 - [c153]Zhi Qiao, Zhen Zhang, Xian Wu, Shen Ge, Wei Fan:
MHM: Multi-modal Clinical Data based Hierarchical Multi-label Diagnosis Prediction. SIGIR 2020: 1841-1844 - [c152]Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Wei Fan, Xiaohui Xie:
DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation. WACV 2020: 400-408 - [c151]Yao Zhou, Arun Reddy Nelakurthi, Ross Maciejewski, Wei Fan, Jingrui He:
Crowd Teaching with Imperfect Labels. WWW 2020: 110-121 - [i32]Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael Kai Tsun To, Zhen Qian, Demetri Terzopoulos:
Analysis of Scoliosis From Spinal X-Ray Images. CoRR abs/2004.06887 (2020) - [i31]Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos:
Partly Supervised Multitask Learning. CoRR abs/2005.02523 (2020) - [i30]Ye Liu, Tao Yang, Zeyu You, Wei Fan, Philip S. Yu:
Commonsense Evidence Generation and Injection in Reading Comprehension. CoRR abs/2005.05240 (2020) - [i29]Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Kenneth M. C. Cheung, Michael Kai Tsun To, Zhen Qian, Demetri Terzopoulos:
Bipartite Distance for Shape-Aware Landmark Detection in Spinal X-Ray Images. CoRR abs/2005.14330 (2020) - [i28]Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, Wei Fan:
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis. CoRR abs/2010.01158 (2020) - [i27]Zhaopeng Qiu, Xian Wu, Wei Fan:
Automatic Distractor Generation for Multiple Choice Questions in Standard Tests. CoRR abs/2011.13100 (2020) - [i26]Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Wei Fan, Xiaohui Xie:
DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation. CoRR abs/2012.03197 (2020)
2010 – 2019
- 2019
- [j38]Zhe Wu, Shuang Zhao, Yonghong Peng, Xiaoyu He, Xinyu Zhao, Kai Huang, Xian Wu, Wei Fan, Fangfang Li, Mingliang Chen, Jie Li, Weihong Huang, Xiang Chen, Yi Li:
Studies on Different CNN Algorithms for Face Skin Disease Classification Based on Clinical Images. IEEE Access 7: 66505-66511 (2019) - [j37]Jesse Read, Albert Bifet, Wei Fan, Qiang Yang, Philip S. Yu:
Introduction to the special issue on Big Data, IoT Streams and Heterogeneous Source Mining. Int. J. Data Sci. Anal. 8(3): 221-222 (2019) - [j36]Xinyu Zhao, Xian Wu, Fangfang Li, Yi Li, Weihong Huang, Kai Huang, Xiaoyu He, Wei Fan, Zhe Wu, Mingliang Chen, Jie Li, Zhong-ling Luo, Juan Su, Bin Xie, Shuang Zhao:
The Application of Deep Learning in the Risk Grading of Skin Tumors for Patients Using Clinical Images. J. Medical Syst. 43(8): 283:1-283:7 (2019) - [c150]Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen:
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. AAAI 2019: 6318-6325 - [c149]Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip S. Yu:
Multi-grained Named Entity Recognition. ACL (1) 2019: 1430-1440 - [c148]Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu:
Joint Slot Filling and Intent Detection via Capsule Neural Networks. ACL (1) 2019: 5259-5267 - [c147]Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Yen-Yu Lin, Xiaohui Xie, Wei Fan:
TAGAN: Tonality Aligned Generative Adversarial Networks for Realistic Hand Pose Synthesis. BMVC 2019: 116 - [c146]Zhaopeng Qiu, Xian Wu, Wei Fan:
Question Difficulty Prediction for Multiple Choice Problems in Medical Exams. CIKM 2019: 139-148 - [c145]Yang Deng, Yaliang Li, Ying Shen, Nan Du, Wei Fan, Min Yang, Kai Lei:
MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data. CIKM 2019: 719-728 - [c144]Zhi Qiao, Xian Wu, Shen Ge, Wei Fan:
MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction. IJCAI 2019: 5937-5943 - [c143]Wei Fan, Huan Liu, Suge Wang, Yuxiang Zhang, Yaocheng Chang:
Extracting Keyphrases from Research Papers Using Word Embeddings. PAKDD (3) 2019: 54-67 - [c142]Chunjing Xiao, Cong Xie, Shuyan Cao, Yuxiang Zhang, Wei Fan, Hongjun Heng:
A Better Understanding of the Interaction Between Users and Items by Knowledge Graph Learning for Temporal Recommendation. PRICAI (1) 2019: 135-147 - [c141]Chunjing Xiao, Jianing Han, Wei Fan, Senzhang Wang, Rui Huang, Yuxiang Zhang:
Predicting Scientific Impact via Heterogeneous Academic Network Embedding. PRICAI (2) 2019: 555-568 - [c140]Fenglong Ma, Yaliang Li, Chenwei Zhang, Jing Gao, Nan Du, Wei Fan:
MCVAE: Margin-based Conditional Variational Autoencoder for Relation Classification and Pattern Generation. WWW 2019: 3041-3048 - [i25]Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu:
SynonymNet: Multi-context Bilateral Matching for Entity Synonyms. CoRR abs/1901.00056 (2019) - [i24]Wentao Zhu, Yufang Huang, Mani A. Vannan, Shizhen Liu, Daguang Xu, Wei Fan, Zhen Qian, Xiaohui Xie:
Neural Multi-Scale Self-Supervised Registration for Echocardiogram Dense Tracking. CoRR abs/1906.07357 (2019) - [i23]Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip S. Yu:
Multi-Grained Named Entity Recognition. CoRR abs/1906.08449 (2019) - [i22]Jingru Yi, Hui Tang, Pengxiang Wu, Bo Liu, Daniel J. Hoeppner, Dimitris N. Metaxas, Lianyi Han, Wei Fan:
Object-Guided Instance Segmentation for Biological Images. CoRR abs/1911.09199 (2019) - [i21]Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang:
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps. CoRR abs/1912.03849 (2019) - 2018
- [j35]Jingchao Ni, Wei Cheng, Wei Fan, Xiang Zhang:
ComClus: A Self-Grouping Framework for Multi-Network Clustering. IEEE Trans. Knowl. Data Eng. 30(3): 435-448 (2018) - [c139]Zhong Chen, Zhide Fang, Jiabin Zhao, Wei Fan, Andrea Edwards, Kun Zhang:
Online Density Estimation over Streaming Data: A Local Adaptive Solution. IEEE BigData 2018: 201-210 - [c138]Jian Kang, Meijia Wang, Nan Cao, Yinglong Xia, Wei Fan, Hanghang Tong:
AURORA: Auditing PageRank on Large Graphs. IEEE BigData 2018: 713-722 - [c137]Kai Lei, Daoyuan Chen, Yaliang Li, Nan Du, Min Yang, Wei Fan, Ying Shen:
Cooperative Denoising for Distantly Supervised Relation Extraction. COLING 2018: 426-436 - [c136]Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei:
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge. COLING 2018: 3295-3305 - [c135]Ying Shen, Yang Deng, Jin Zhang, Yaliang Li, Nan Du, Wei Fan, Min Yang, Kai Lei:
IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy. ICDM Workshops 2018: 1417-1422 - [c134]Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu:
On the Generative Discovery of Structured Medical Knowledge. KDD 2018: 2720-2728 - [c133]Dawei Zhou, Jingrui He, Hongxia Yang, Wei Fan:
SPARC: Self-Paced Network Representation for Few-Shot Rare Category Characterization. KDD 2018: 2807-2816 - [c132]Yaowei Yan, Dongsheng Luo, Jingchao Ni, Hongliang Fei, Wei Fan, Xiong Bill Yu, John Yen, Xiang Zhang:
Local Graph Clustering by Multi-network Random Walk with Restart. PAKDD (3) 2018: 490-501 - [c131]Ying Shen, Yang Deng, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei:
Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs. SIGIR 2018: 901-904 - [c130]Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie:
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification. WACV 2018: 673-681 - [r2]Wei Fan, Kun Zhang:
Bagging. Encyclopedia of Database Systems (2nd ed.) 2018 - [i20]Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie:
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification. CoRR abs/1801.09555 (2018) - [i19]Jian Kang, Hanghang Tong, Yinglong Xia, Wei Fan:
AURORA: Auditing PageRank on Large Graphs. CoRR abs/1803.05068 (2018) - [i18]Wentao Zhu, Yufang Huang, Hui Tang, Zhen Qian, Nan Du, Wei Fan, Xiaohui Xie:
AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation. CoRR abs/1808.05238 (2018) - [i17]Yang Deng, Yaliang Li, Nan Du, Wei Fan, Ying Shen, Kai Lei:
When Truth Discovery Meets Medical Knowledge Graph: Estimating Trustworthiness Degree for Medical Knowledge Condition. CoRR abs/1809.10404 (2018) - [i16]Yaliang Li, Liuyi Yao, Nan Du, Jing Gao, Qi Li, Chuishi Meng, Chenwei Zhang, Wei Fan:
Finding Similar Medical Questions from Question Answering Websites. CoRR abs/1810.05983 (2018) - [i15]Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan:
On the Generation of Medical Question-Answer Pairs. CoRR abs/1811.00681 (2018) - [i14]Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Xiaohui Xie, Yen-Yu Lin, Wei Fan:
Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation. CoRR abs/1811.09916 (2018) - [i13]Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen:
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. CoRR abs/1812.02354 (2018) - [i12]Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu:
Joint Slot Filling and Intent Detection via Capsule Neural Networks. CoRR abs/1812.09471 (2018) - 2017
- [j34]Yadong Mu, Wei Liu, Xiaobai Liu, Wei Fan:
Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization. IEEE Trans. Knowl. Data Eng. 29(2): 458-471 (2017) - [j33]Yaliang Li, Jing Gao, Patrick P. C. Lee, Lu Su, Caifeng He, Cheng He, Fan Yang, Wei Fan:
A Weighted Crowdsourcing Approach for Network Quality Measurement in Cellular Data Networks. IEEE Trans. Mob. Comput. 16(2): 300-313 (2017) - [c129]Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu:
Bringing semantic structures to user intent detection in online medical queries. IEEE BigData 2017: 1019-1026 - [c128]Jingchao Ni, Hongliang Fei, Wei Fan, Xiang Zhang:
Cross-Network Clustering and Cluster Ranking for Medical Diagnosis. ICDE 2017: 163-166 - [c127]Jingchao Ni, Hongliang Fei, Wei Fan, Xiang Zhang:
Automated Medical Diagnosis by Ranking Clusters Across the Symptom-Disease Network. ICDM 2017: 1009-1014 - [c126]Si Zhang, Hanghang Tong, Jie Tang, Jiejun Xu, Wei Fan:
iNEAT: Incomplete Network Alignment. ICDM 2017: 1189-1194 - [c125]Albert Bifet, Jiajin Zhang, Wei Fan, Cheng He, Jianfeng Zhang, Jianfeng Qian, Geoff Holmes, Bernhard Pfahringer:
Extremely Fast Decision Tree Mining for Evolving Data Streams. KDD 2017: 1733-1742 - [c124]Zhong Chen, Zhide Fang, Wei Fan, Andrea Edwards, Kun Zhang:
CSTG: An Effective Framework for Cost-sensitive Sparse Online Learning. SDM 2017: 759-767 - [c123]Yaliang Li, Nan Du, Chaochun Liu, Yusheng Xie, Wei Fan, Qi Li, Jing Gao, Huan Sun:
Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts. WSDM 2017: 253-261 - [i11]Wentao Zhu, Chaochun Liu, Wei Fan, Xiaohui Xie:
DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification. CoRR abs/1709.05538 (2017) - [i10]Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu:
Bringing Semantic Structures to User Intent Detection in Online Medical Queries. CoRR abs/1710.08015 (2017) - 2016
- [j32]Wensheng Zhang, Andrea Edwards, Wei Fan, Erik K. Flemington, Kun Zhang:
The modularity and dynamicity of miRNA-mRNA interactions in high-grade serous ovarian carcinomas and the prognostic implication. Comput. Biol. Chem. 63: 3-14 (2016) - [j31]Qin Liu, John C. S. Lui, Cheng He, Lujia Pan, Wei Fan, Yunlong Shi:
SAND: A fault-tolerant streaming architecture for network traffic analytics. J. Syst. Softw. 122: 553-563 (2016) - [j30]Yubao Wu, Xiaofeng Zhu, Li Li, Wei Fan, Ruoming Jin, Xiang Zhang:
Mining Dual Networks: Models, Algorithms, and Applications. ACM Trans. Knowl. Discov. Data 10(4): 40:1-40:37 (2016) - [j29]Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han:
Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery. IEEE Trans. Knowl. Data Eng. 28(8): 1986-1999 (2016) - [j28]Yuanyuan Liu, Fanhua Shang, Wei Fan, James Cheng, Hong Cheng:
Generalized Higher Order Orthogonal Iteration for Tensor Learning and Decomposition. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2551-2563 (2016) - [c122]Chenwei Zhang, Sihong Xie, Yaliang Li, Jing Gao, Wei Fan, Philip S. Yu:
Multi-source Hierarchical Prediction Consolidation. CIKM 2016: 2251-2256 - [c121]Chaochun Liu, Huan Sun, Nan Du, Shulong Tan, Hongliang Fei, Wei Fan, Tao Yang, Hao Wu, Yaliang Li, Chenwei Zhang:
Augmented LSTM Framework to Construct Medical Self-Diagnosis Android. ICDM 2016: 251-260 - [c120]Jingchao Ni, Wei Cheng, Wei Fan, Xiang Zhang:
Self-Grouping Multi-network Clustering. ICDM 2016: 1119-1124 - [c119]Liangyue Li, Yuan Yao, Jie Tang, Wei Fan, Hanghang Tong:
QUINT: On Query-Specific Optimal Networks. KDD 2016: 985-994 - [c118]Gianmarco De Francisci Morales, Albert Bifet, Latifur Khan, João Gama, Wei Fan:
IoT Big Data Stream Mining. KDD 2016: 2119-2120 - [c117]Jing Gao, Qi Li, Bo Zhao, Wei Fan, Jiawei Han:
Mining Reliable Information from Passively and Actively Crowdsourced Data. KDD 2016: 2121-2122 - [c116]Liangyue Li, Hanghang Tong, Jie Tang, Wei Fan:
iPath: Forecasting the Pathway to Impact. SDM 2016: 468-476 - [c115]Sihong Xie, Qingbo Hu, Weixiang Shao, Jingyuan Zhang, Jing Gao, Wei Fan, Philip S. Yu:
Effective Crowd Expertise Modeling via Cross Domain Sparsity and Uncertainty Reduction. SDM 2016: 648-656 - [c114]Chenwei Zhang, Wei Fan, Nan Du, Philip S. Yu:
Mining User Intentions from Medical Queries: A Neural Network Based Heterogeneous Jointly Modeling Approach. WWW 2016: 1373-1384 - [e5]Wei Fan, Albert Bifet, Jesse Read, Qiang Yang, Philip S. Yu:
Proceedings of the 5th International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2016, San Francisco, CA, USA, August 14, 2016. JMLR Workshop and Conference Proceedings 53, JMLR.org 2016 [contents] - [i9]Yusheng Xie, Nan Du, Wei Fan, Jing Zhai, Weicheng Zhu:
Variational hybridization and transformation for large inaccurate noisy-or networks. CoRR abs/1605.06181 (2016) - [i8]Chenwei Zhang, Sihong Xie, Yaliang Li, Jing Gao, Wei Fan, Philip S. Yu:
Multi-source Hierarchical Prediction Consolidation. CoRR abs/1608.03344 (2016) - 2015
- [j27]Xian Wu, Wei Fan, Jing Gao, Ziming Feng, Yong Yu:
Detecting Marionette Microblog Users for Improved Information Credibility. J. Comput. Sci. Technol. 30(5): 1082-1096 (2015) - [j26]Xian Wu, Wei Fan, Jing Peng, Kun Zhang, Yong Yu:
Iterative sampling based frequent itemset mining for big data. Int. J. Mach. Learn. Cybern. 6(6): 875-882 (2015) - [j25]Jie Wang, Wei Fan, Jieping Ye:
Fused Lasso Screening Rules via the Monotonicity of Subdifferentials. IEEE Trans. Pattern Anal. Mach. Intell. 37(9): 1806-1820 (2015) - [j24]Jing Gao, Qi Li, Bo Zhao, Wei Fan, Jiawei Han:
Truth Discovery and Crowdsourcing Aggregation: A Unified Perspective. Proc. VLDB Endow. 8(12): 2048-2049 (2015) - [j23]Zheng Wang, Ming-Jun Lai, Zhaosong Lu, Wei Fan, Hasan Davulcu, Jieping Ye:
Orthogonal Rank-One Matrix Pursuit for Low Rank Matrix Completion. SIAM J. Sci. Comput. 37(1) (2015) - [j22]Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, Jiawei Han:
A Survey on Truth Discovery. SIGKDD Explor. 17(2): 1-16 (2015) - [c113]Sihong Xie, Qingbo Hu, Jingyuan Zhang, Jing Gao, Wei Fan, Philip S. Yu:
Robust crowd bias correction via dual knowledge transfer from multiple overlapping sources. IEEE BigData 2015: 815-820 - [c112]Ge Luo, Ke Yi, Siu-Wing Cheng, Zhenguo Li, Wei Fan, Cheng He, Yadong Mu:
Piecewise linear approximation of streaming time series data with max-error guarantees. ICDE 2015: 173-184 - [c111]Jiefeng Cheng, Qin Liu, Zhenguo Li, Wei Fan, John C. S. Lui, Cheng He:
VENUS: Vertex-centric streamlined graph computation on a single PC. ICDE 2015: 1131-1142 - [c110]Albert Bifet, Silviu Maniu, Jianfeng Qian, Guangjian Tian, Cheng He, Wei Fan:
StreamDM: Advanced Data Mining in Spark Streaming. ICDM Workshops 2015: 1608-1611 - [c109]Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu:
Preface. BigMine 2015: 4 - [c108]Xiatian Zhang, Wei Fan, Nan Du:
Random Decision Hashing for Massive Data Learning. BigMine 2015: 65-80 - [c107]Yongjie Cai, Hanghang Tong, Wei Fan, Ping Ji, Qing He:
Facets: Fast Comprehensive Mining of Coevolving High-order Time Series. KDD 2015: 79-88 - [c106]Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han:
On the Discovery of Evolving Truth. KDD 2015: 675-684 - [c105]Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang:
Flexible and Robust Multi-Network Clustering. KDD 2015: 835-844 - [c104]Liangyue Li, Hanghang Tong, Yanghua Xiao, Wei Fan:
Cheetah: Fast Graph Kernel Tracking on Dynamic Graphs. SDM 2015: 280-288 - [c103]Yongjie Cai, Hanghang Tong, Wei Fan, Ping Ji:
Fast Mining of a Network of Coevolving Time Series. SDM 2015: 298-306 - [c102]Houping Xiao, Yaliang Li, Jing Gao, Fei Wang, Liang Ge, Wei Fan, Long H. Vu, Deepak S. Turaga:
Believe It Today or Tomorrow? Detecting Untrustworthy Information from Dynamic Multi-Source Data. SDM 2015: 397-405 - [c101]Qingbo Hu, Sihong Xie, Shuyang Lin, Wei Fan, Philip S. Yu:
Frameworks to Encode User Preferences for Inferring Topic-sensitive Information Networks. SDM 2015: 442-450 - [c100]Bowen Dong, Sihong Xie, Jing Gao, Wei Fan, Philip S. Yu:
OnlineCM: Real-time Consensus Classification with Missing Values. SDM 2015: 685-693 - [i7]Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, Jiawei Han:
A Survey on Truth Discovery. CoRR abs/1505.02463 (2015) - [i6]Yadong Mu, Wei Liu, Wei Fan:
Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization. CoRR abs/1506.08350 (2015) - 2014
- [j21]Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye:
Bi-level multi-source learning for heterogeneous block-wise missing data. NeuroImage 102: 192-206 (2014) - [j20]Shiming Zhang, Yin Yang, Wei Fan, Marianne Winslett:
Design and Implementation of a Real-Time Interactive Analytics System for Large Spatio-Temporal Data. Proc. VLDB Endow. 7(13): 1754-1759 (2014) - [j19]Qi Li, Yaliang Li, Jing Gao, Lu Su, Bo Zhao, Murat Demirbas, Wei Fan, Jiawei Han:
A Confidence-Aware Approach for Truth Discovery on Long-Tail Data. Proc. VLDB Endow. 8(4): 425-436 (2014) - [j18]Jaideep Vaidya, Basit Shafiq, Wei Fan, Danish Mehmood, David Lorenzi:
A Random Decision Tree Framework for Privacy-Preserving Data Mining. IEEE Trans. Dependable Secur. Comput. 11(5): 399-411 (2014) - [j17]Erheng Zhong, Wei Fan, Qiang Yang:
User behavior learning and transfer in composite social networks. ACM Trans. Knowl. Discov. Data 8(1): 6:1-6:32 (2014) - [c99]Yadong Mu, Gang Hua, Wei Fan, Shih-Fu Chang:
Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification. CVPR 2014: 979-986 - [c98]Qin Liu, John C. S. Lui, Cheng He, Lujia Pan, Wei Fan, Yunlong Shi:
SAND: A Fault-Tolerant Streaming Architecture for Network Traffic Analytics. DSN 2014: 80-87 - [c97]Ke Wu, Kun Zhang, Wei Fan, Andrea Edwards, Philip S. Yu:
RS-Forest: A Rapid Density Estimator for Streaming Anomaly Detection. ICDM 2014: 600-609 - [c96]Zheng Wang, Ming-Jun Lai, Zhaosong Lu, Wei Fan, Hasan Davulcu, Jieping Ye:
Rank-One Matrix Pursuit for Matrix Completion. ICML 2014: 91-99 - [c95]Jie Wang, Qingyang Li, Sen Yang, Wei Fan, Peter Wonka, Jieping Ye:
A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models. ICML 2014: 235-243 - [c94]Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu:
Preface. BigMine 2014 - [c93]Sihong Xie, Jing Gao, Wei Fan, Deepak S. Turaga, Philip S. Yu:
Class-distribution regularized consensus maximization for alleviating overfitting in model combination. KDD 2014: 303-312 - [c92]Junbo Zhang, Guangjian Tian, Yadong Mu, Wei Fan:
Supervised deep learning with auxiliary networks. KDD 2014: 353-361 - [c91]Pinghua Gong, Jiayu Zhou, Wei Fan, Jieping Ye:
Efficient multi-task feature learning with calibration. KDD 2014: 761-770 - [c90]Jingchao Ni, Hanghang Tong, Wei Fan, Xiang Zhang:
Inside the atoms: ranking on a network of networks. KDD 2014: 1356-1365 - [c89]Yuanyuan Liu, Fanhua Shang, Wei Fan, James Cheng, Hong Cheng:
Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion. NIPS 2014: 1763-1771 - [c88]Erheng Zhong, Wei Fan, Qiang Yang:
Adaptive User Distance Modeling in Social Media. SDM 2014: 316-324 - [c87]Ke Wu, Andrea Edwards, Wei Fan, Jing Gao, Kun Zhang:
Classifying Imbalanced Data Streams via Dynamic Feature Group Weighting with Importance Sampling. SDM 2014: 722-730 - [c86]Xiangnan Kong, Zhaoming Wu, Li-Jia Li, Ruofei Zhang, Philip S. Yu, Hang Wu, Wei Fan:
Large-Scale Multi-Label Learning with Incomplete Label Assignments. SDM 2014: 920-928 - [c85]Shiming Zhang, Yin Yang, Wei Fan, Liang Lan, Mingxuan Yuan:
OceanRT: real-time analytics over large temporal data. SIGMOD Conference 2014: 1099-1102 - [c84]Qi Li, Yaliang Li, Jing Gao, Bo Zhao, Wei Fan, Jiawei Han:
Resolving conflicts in heterogeneous data by truth discovery and source reliability estimation. SIGMOD Conference 2014: 1187-1198 - [p1]Yaliang Li, Jing Gao, Qi Li, Wei Fan:
Ensemble Learning. Data Classification: Algorithms and Applications 2014: 483-510 - [e4]Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu:
Proceedings of the 3rd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2014, New York City, USA, August 24, 2014. JMLR Workshop and Conference Proceedings 36, JMLR.org 2014 [contents] - [i5]Erheng Zhong, Evan Wei Xiang, Wei Fan, Nathan Nan Liu, Qiang Yang:
Friendship Prediction in Composite Social Networks. CoRR abs/1402.4033 (2014) - [i4]Zheng Wang, Ming-Jun Lai, Zhaosong Lu, Wei Fan, Hasan Davulcu, Jieping Ye:
Orthogonal Rank-One Matrix Pursuit for Low Rank Matrix Completion. CoRR abs/1404.1377 (2014) - [i3]Xiangnan Kong, Zhaoming Wu, Li-Jia Li, Ruofei Zhang, Philip S. Yu, Hang Wu, Wei Fan:
Large-Scale Multi-Label Learning with Incomplete Label Assignments. CoRR abs/1407.1538 (2014) - [i2]Binbin Lin, Qingyang Li, Qian Sun, Ming-Jun Lai, Ian Davidson, Wei Fan, Jieping Ye:
Stochastic Coordinate Coding and Its Application for Drosophila Gene Expression Pattern Annotation. CoRR abs/1407.8147 (2014) - 2013
- [j16]Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Chenhao Tan, Zi Yang:
Query-dependent cross-domain ranking in heterogeneous network. Knowl. Inf. Syst. 34(1): 109-145 (2013) - [j15]Jing Peng, Guna Seetharaman, Wei Fan, Aparna S. Varde:
Exploiting fisher and fukunaga-koontz transforms in chernoff dimensionality reduction. ACM Trans. Knowl. Discov. Data 7(2): 8:1-8:25 (2013) - [j14]Rita Chattopadhyay, Zheng Wang, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye:
Batch Mode Active Sampling Based on Marginal Probability Distribution Matching. ACM Trans. Knowl. Discov. Data 7(3): 13:1-13:25 (2013) - [j13]Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han:
A Graph-Based Consensus Maximization Approach for Combining Multiple Supervised and Unsupervised Models. IEEE Trans. Knowl. Data Eng. 25(1): 15-28 (2013) - [j12]Xiaoxiao Shi, Qi Liu, Wei Fan, Philip S. Yu:
Transfer across Completely Different Feature Spaces via Spectral Embedding. IEEE Trans. Knowl. Data Eng. 25(4): 906-918 (2013) - [c83]Sihong Xie, Xiangnan Kong, Jing Gao, Wei Fan, Philip S. Yu:
Multilabel Consensus Classification. ICDM 2013: 1241-1246 - [c82]Rita Chattopadhyay, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye:
Joint Transfer and Batch-mode Active Learning. ICML (3) 2013: 253-261 - [c81]Wei Fan:
NIM: Scalable Distributed Stream Processing System on Mobile Network Data. UDM@IJCAI 2013: 3 - [c80]Shuo Xiang, Lei Yuan, Wei Fan, Yalin Wang, Paul M. Thompson, Jieping Ye:
Multi-source learning with block-wise missing data for Alzheimer's disease prediction. KDD 2013: 185-193 - [c79]Sen Yang, Jie Wang, Wei Fan, Xiatian Zhang, Peter Wonka, Jieping Ye:
An efficient ADMM algorithm for multidimensional anisotropic total variation regularization problems. KDD 2013: 641-649 - [c78]Erheng Zhong, Wei Fan, Yin Zhu, Qiang Yang:
Modeling the dynamics of composite social networks. KDD 2013: 937-945 - [c77]Xian Wu, Ziming Feng, Wei Fan, Jing Gao, Yong Yu:
Detecting Marionette Microblog Users for Improved Information Credibility. ECML/PKDD (3) 2013: 483-498 - [c76]Wei Fan, Xiaoxiao Shi, Philip S. Yu:
Dynamic Shaker Detection from Evolving Entities. SDM 2013: 350-358 - [e3]Xiaohua Hu, Tsau Young Lin, Vijay V. Raghavan, Benjamin W. Wah, Ricardo Baeza-Yates, Geoffrey C. Fox, Cyrus Shahabi, Matthew Smith, Qiang Yang, Rayid Ghani, Wei Fan, Ronny Lempel, Raghunath Nambiar:
2013 IEEE International Conference on Big Data (IEEE BigData 2013), 6-9 October 2013, Santa Clara, CA, USA. IEEE Computer Society 2013, ISBN 978-1-4799-1292-6 [contents] - [e2]Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu:
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2013, Chicago, IL, USA, August 11, 2013. ACM 2013, ISBN 978-1-4503-2324-6 [contents] - [i1]Sihong Xie, Xiangnan Kong, Jing Gao, Wei Fan, Philip S. Yu:
Multilabel Consensus Classification. CoRR abs/1310.4252 (2013) - 2012
- [j11]Wei Fan, Albert Bifet:
Mining big data: current status, and forecast to the future. SIGKDD Explor. 14(2): 1-5 (2012) - [j10]Rita Chattopadhyay, Qian Sun, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye:
Multisource domain adaptation and its application to early detection of fatigue. ACM Trans. Knowl. Discov. Data 6(4): 18:1-18:26 (2012) - [c75]Xian Wu, Wei Fan, Yong Yu:
Sembler: Ensembling Crowd Sequential Labeling for Improved Quality. AAAI 2012: 1713-1719 - [c74]Weishan Dong, Wei Fan, Lei Shi, Changjin Zhou, Xifeng Yan:
A general framework to encode heterogeneous information sources for contextual pattern mining. CIKM 2012: 65-74 - [c73]Latifur Khan, Wei Fan:
Tutorial: Data Stream Mining and Its Applications. DASFAA (2) 2012: 328-329 - [c72]Liang Ge, Jing Gao, Xiao Yu, Wei Fan, Aidong Zhang:
Estimating Local Information Trustworthiness via Multi-source Joint Matrix Factorization. ICDM 2012: 876-881 - [c71]Erheng Zhong, Wei Fan, Junwei Wang, Lei Xiao, Yong Li:
ComSoc: adaptive transfer of user behaviors over composite social network. KDD 2012: 696-704 - [c70]Rita Chattopadhyay, Zheng Wang, Wei Fan, Ian Davidson, Sethuraman Panchanathan, Jieping Ye:
Batch mode active sampling based on marginal probability distribution matching. KDD 2012: 741-749 - [c69]Erheng Zhong, Wei Fan, Qiang Yang:
Contextual Collaborative Filtering via Hierarchical Matrix Factorization. SDM 2012: 744-755 - [c68]Sihong Xie, Wei Fan, Philip S. Yu:
An Iterative and Re-weighting Framework for Rejection and Uncertainty Resolution in Crowdsourcing. SDM 2012: 1107-1118 - [c67]Xian Wu, Wei Fan, Meilun Sheng, Li Zhang, Xiaoxiao Shi, Zhong Su, Yong Yu:
A framework to represent and mine knowledge evolution from Wikipedia revisions. WWW (Companion Volume) 2012: 633-634 - [e1]Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu:
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, BigMine 2012, Beijing, China, August 12, 2012. ACM 2012, ISBN 978-1-4503-1547-0 [contents] - 2011
- [c66]Xufei Wang, Huan Liu, Wei Fan:
Connecting users with similar interests via tag network inference. CIKM 2011: 1019-1024 - [c65]Jing Gao, Wei Fan, Deepak S. Turaga, Srinivasan Parthasarathy, Jiawei Han:
A Spectral Framework for Detecting Inconsistency across Multi-source Object Relationships. ICDM 2011: 1050-1055 - [c64]Jing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han:
Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection. INFOCOM 2011: 181-185 - [c63]Xiangnan Kong, Wei Fan, Philip S. Yu:
Dual active feature and sample selection for graph classification. KDD 2011: 654-662 - [c62]Rita Chattopadhyay, Jieping Ye, Sethuraman Panchanathan, Wei Fan, Ian Davidson:
Multi-source domain adaptation and its application to early detection of fatigue. KDD 2011: 717-725 - [c61]Xiaoxiao Shi, Wei Fan, Jianping Zhang, Philip S. Yu:
Discovering shakers from evolving entities via cascading graph inference. KDD 2011: 1001-1009 - [c60]Jing Peng, Costin Barbu, Guna Seetharaman, Wei Fan, Xian Wu, Kannappan Palaniappan:
ShareBoost: Boosting for Multi-view Learning with Performance Guarantees. ECML/PKDD (2) 2011: 597-612 - [c59]Jing Peng, Guna Seetharaman, Stefan A. Robila, Aparna S. Varde, Wei Fan:
Chernoff Dimensionality Reduction-Where Fisher Meets FKT. SDM 2011: 271-282 - 2010
- [j9]Wensheng Zhang, Andrea Edwards, Wei Fan, Dongxiao Zhu, Kun Zhang:
svdPPCS: an effective singular value decomposition-based method for conserved and divergent co-expression gene module identification. BMC Bioinform. 11: 338 (2010) - [c58]Xiaoxiao Shi, Wei Fan, Philip S. Yu:
Efficient Semi-supervised Spectral Co-clustering with Constraints. ICDM 2010: 1043-1048 - [c57]Xiaoxiao Shi, Qi Liu, Wei Fan, Philip S. Yu, Ruixin Zhu:
Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation. ICDM 2010: 1049-1054 - [c56]Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun, Jiawei Han:
On community outliers and their efficient detection in information networks. KDD 2010: 813-822 - [c55]Hillol Kargupta, João Gama, Wei Fan:
The next generation of transportation systems, greenhouse emissions, and data mining. KDD 2010: 1209-1212 - [c54]Sihong Xie, Wei Fan, Olivier Verscheure, Jiangtao Ren:
Efficient and Numerically Stable Sparse Learning. ECML/PKDD (3) 2010: 483-498 - [c53]Erheng Zhong, Wei Fan, Qiang Yang, Olivier Verscheure, Jiangtao Ren:
Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning. ECML/PKDD (3) 2010: 547-562 - [c52]Wei Fan, Erheng Zhong, Jing Peng, Olivier Verscheure, Kun Zhang, Jiangtao Ren, Rong Yan, Qiang Yang:
Generalized and Heuristic-Free Feature Construction for Improved Accuracy. SDM 2010: 629-640 - [c51]Xiaoxiao Shi, Qi Liu, Wei Fan, Qiang Yang, Philip S. Yu:
Predictive Modeling with Heterogeneous Sources. SDM 2010: 814-825 - [c50]Jing Peng, Stefan A. Robila, Wei Fan, Guna Seetharaman:
Analysis of Chernoff criterion for linear dimensionality reduction. SMC 2010: 3014-3021
2000 – 2009
- 2009
- [j8]Kun Zhang, Wei Fan, Prescott Deininger, Andrea Edwards, Zujia Xu, Dongxiao Zhu:
Breaking the computational barrier: a divide-conquer and aggregate based approach for Alu insertion site characterisation. Int. J. Comput. Biol. Drug Des. 2(4): 302-322 (2009) - [c49]Bo Wang, Jie Tang, Wei Fan, Songcan Chen, Zi Yang, Yanzhu Liu:
Heterogeneous cross domain ranking in latent space. CIKM 2009: 987-996 - [c48]Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han:
Heterogeneous source consensus learning via decision propagation and negotiation. KDD 2009: 339-348 - [c47]Erheng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiangtao Ren, Deepak S. Turaga, Olivier Verscheure:
Cross domain distribution adaptation via kernel mapping. KDD 2009: 1027-1036 - [c46]Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han:
Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models. NIPS 2009: 585-593 - [c45]Xiaoxiao Shi, Wei Fan, Qiang Yang, Jiangtao Ren:
Relaxed Transfer of Different Classes via Spectral Partition. ECML/PKDD (2) 2009: 366-381 - [c44]Erheng Zhong, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren:
Universal Learning over Related Distributions and Adaptive Graph Transduction. ECML/PKDD (2) 2009: 678-693 - [c43]Sihong Xie, Wei Fan, Jing Peng, Olivier Verscheure, Jiangtao Ren:
Latent space domain transfer between high dimensional overlapping distributions. WWW 2009: 91-100 - [r1]Wei Fan, Kun Zhang:
Bagging. Encyclopedia of Database Systems 2009: 206-210 - 2008
- [j7]Jing Gao, Bolin Ding, Wei Fan, Jiawei Han, Philip S. Yu:
Classifying Data Streams with Skewed Class Distributions and Concept Drifts. IEEE Internet Comput. 12(6): 37-49 (2008) - [j6]Kun Zhang, Wei Fan:
Forecasting skewed biased stochastic ozone days: analyses, solutions and beyond. Knowl. Inf. Syst. 14(3): 299-326 (2008) - [c42]ErHeng Zhong, Sihong Xie, Wei Fan, Jiangtao Ren, Jing Peng, Kun Zhang:
Graph-Based Iterative Hybrid Feature Selection. ICDM 2008: 1133-1138 - [c41]Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure:
Direct mining of discriminative and essential frequent patterns via model-based search tree. KDD 2008: 230-238 - [c40]Jing Gao, Wei Fan, Jing Jiang, Jiawei Han:
Knowledge transfer via multiple model local structure mapping. KDD 2008: 283-291 - [c39]Jiangtao Ren, Zhengyuan Qiu, Wei Fan, Hong Cheng, Philip S. Yu:
Forward Semi-supervised Feature Selection. PAKDD 2008: 970-976 - [c38]Xiaoxiao Shi, Wei Fan, Jiangtao Ren:
Actively Transfer Domain Knowledge. ECML/PKDD (2) 2008: 342-357 - [c37]Jiangtao Ren, Xiaoxiao Shi, Wei Fan, Philip S. Yu:
Type-Independent Correction of Sample Selection Bias via Structural Discovery and Re-balancing. SDM 2008: 565-576 - [d2]Kun Zhang, Wei Fan, Xiaojing Yuan:
Ozone Level Detection. UCI Machine Learning Repository, 2008
- 2007
- [c36]Jing Gao, Wei Fan, Jiawei Han:
On Appropriate Assumptions to Mine Data Streams: Analysis and Practice. ICDM 2007: 143-152 - [c35]Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu:
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions. SDM 2007: 3-14 - [c34]Wei Fan, Ian Davidson:
On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled Examples. SDM 2007: 320-331 - [c33]Kun-Lung Wu, Philip S. Yu, Bugra Gedik, Kirsten Hildrum, Charu C. Aggarwal, Eric Bouillet, Wei Fan, David George, Xiaohui Gu, Gang Luo, Haixun Wang:
Challenges and Experience in Prototyping a Multi-Modal Stream Analytic and Monitoring Application on System S. VLDB 2007: 1185-1196 - 2006
- [c32]Kun Zhang, Wei Fan, Bill P. Buckles, Xiaojing Yuan, Zujia Xu:
Discovering Unrevealed Properties of Probability Estimation Trees: On Algorithm Selection and Performance Explanation. ICDM 2006: 741-752 - [c31]Kun Zhang, Wei Fan, Xiaojing Yuan, Ian Davidson, Xiangshang Li:
Forecasting Skewed Biased Stochastic Ozone Days: Analyses and Solutions. ICDM 2006: 753-764 - [c30]Wei Fan, Joe McCloskey, Philip S. Yu:
A general framework for accurate and fast regression by data summarization in random decision trees. KDD 2006: 136-146 - [c29]Wei Fan, Ian Davidson:
Reverse testing: an efficient framework to select amongst classifiers under sample selection bias. KDD 2006: 147-156 - [c28]Ian Davidson, Wei Fan:
When Efficient Model Averaging Out-Performs Boosting and Bagging. PKDD 2006: 478-486 - 2005
- [c27]Wei Fan, Ed Greengrass, Joe McCloskey, Philip S. Yu, Kevin Drummey:
Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches. ICDM 2005: 154-161 - [c26]Wei Fan, Ian Davidson, Bianca Zadrozny, Philip S. Yu:
An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias. ICDM 2005: 605-608 - [c25]Fei Tony Liu, Kai Ming Ting, Wei Fan:
Maximizing Tree Diversity by Building Complete-Random Decision Trees. PAKDD 2005: 605-610 - 2004
- [j5]Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan:
Using artificial anomalies to detect unknown and known network intrusions. Knowl. Inf. Syst. 6(5): 507-527 (2004) - [c24]Wei Fan:
On the Optimality of Probability Estimation by Random Decision Trees. AAAI 2004: 336-341 - [c23]Wei Fan, Philip S. Yu, Haixun Wang:
Mining Extremely Skewed Trading Anomalies. EDBT 2004: 801-810 - [c22]Wei Fan, Yi-an Huang, Philip S. Yu:
Decision Tree Evolution Using Limited Number of Labeled Data Items from Drifting Data Streams. ICDM 2004: 379-382 - [c21]Wei Fan:
Systematic data selection to mine concept-drifting data streams. KDD 2004: 128-137 - [c20]Wei Fan, Yi-an Huang, Haixun Wang, Philip S. Yu:
Active Mining of Data Streams. SDM 2004: 457-461 - [c19]Haixun Wang, Fang Chu, Wei Fan, Philip S. Yu, Jian Pei:
A Fast Algorithm for Subspace Clustering by Pattern Similarity. SSDBM 2004: 51-60 - [c18]Wei Fan:
StreamMiner: A Classifier Ensemble-based Engine to Mine Concept-drifting Data Streams. VLDB 2004: 1257-1260 - 2003
- [c17]Yi-an Huang, Wei Fan, Wenke Lee, Philip S. Yu:
Cross-Feature Analysis for Detecting Ad-Hoc Routing Anomalies. ICDCS 2003: 478- - [c16]Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu:
Indexing Weighted-Sequences in Large Databases. ICDE 2003: 63-74 - [c15]Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma:
Is random model better? On its accuracy and efficiency. ICDM 2003: 51-58 - [c14]Wei Fan, Haixun Wang, Philip S. Yu, Shaw-Hwa Lo:
Inductive Learning in Less Than One Sequential Data Scan. IJCAI 2003: 595-600 - [c13]Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han:
Mining concept-drifting data streams using ensemble classifiers. KDD 2003: 226-235 - [c12]Haixun Wang, Sanghyun Park, Wei Fan, Philip S. Yu:
ViST: A Dynamic Index Method for Querying XML Data by Tree Structures. SIGMOD Conference 2003: 110-121 - 2002
- [j4]Wenke Lee, Wei Fan, Matthew Miller, Salvatore J. Stolfo, Erez Zadok:
Toward Cost-Sensitive Modeling for Intrusion Detection and Response. J. Comput. Secur. 10(1/2): 5-22 (2002) - [c11]Wei Fan, Fang Chu, Haixun Wang, Philip S. Yu:
Pruning and Dynamic Scheduling of Cost-Sensitive Ensembles. AAAI/IAAI 2002: 146-151 - [c10]Haixun Wang, Chang-Shing Perng, Wei Fan, Philip S. Yu:
An Index Structure for Pattern Similarity Searching in DNA Microarray Dat. CSB 2002: 256-267 - [c9]Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo:
A Fully Distributed Framework for Cost-Sensitive Data Mining. ICDCS 2002: 445-446 - [c8]Naoki Abe, Edwin P. D. Pednault, Haixun Wang, Bianca Zadrozny, Wei Fan, Chidanand Apté:
Empirical Comparison of Various Reinforcement Learning Strategies for Sequential Targeted Marketing. ICDM 2002: 3-10 - [c7]Wei Fan, Haixun Wang, Philip S. Yu, Shaw-Hwa Lo, Salvatore J. Stolfo:
Progressive Modeling. ICDM 2002: 163-170 - [c6]Wei Fan, Salvatore J. Stolfo:
Ensemble-based Adaptive Intrusion Detection. SDM 2002: 41-58 - [c5]Wei Fan, Haixun Wang, Philip S. Yu, Salvatore J. Stolfo:
A Framework for Scalable Cost-sensitive Learning Based on Combing Probabilities and Benefits. SDM 2002: 437-453 - 2001
- [j3]Salvatore J. Stolfo, Wenke Lee, Philip K. Chan, Wei Fan, Eleazar Eskin:
Data Mining-based Intrusion Detectors: An Overview of the Columbia IDS Project. SIGMOD Rec. 30(4): 5-14 (2001) - [j2]Wenke Lee, Wei Fan:
Mining System Audit Data: Opportunities and Challenges. SIGMOD Rec. 30(4): 35-44 (2001) - [c4]Wei Fan, Matthew Miller, Salvatore J. Stolfo, Wenke Lee, Philip K. Chan:
Using Artificial Anomalies to Detect Unknown and Known Network Intrusions. ICDM 2001: 123-130 - 2000
- [c3]Wei Fan, Wenke Lee, Salvatore J. Stolfo, Matthew Miller:
A Multiple Model Cost-Sensitive Approach for Intrusion Detection. ECML 2000: 142-153
1990 – 1999
- 1999
- [j1]Philip Chan, Wei Fan, Andreas L. Prodromidis, Salvatore J. Stolfo:
Distributed data mining in credit card fraud detection. IEEE Intell. Syst. 14(6): 67-74 (1999) - [c2]Wei Fan, Salvatore J. Stolfo, Junxin Zhang, Philip K. Chan:
AdaCost: Misclassification Cost-Sensitive Boosting. ICML 1999: 97-105 - [c1]Wei Fan, Salvatore J. Stolfo, Junxin Zhang:
The Application of AdaBoost for Distributed, Scalable and On-Line Learning. KDD 1999: 362-366 - 1998
- [d1]Salvatore J. Stolfo, Wei Fan, Wenke Lee, Andreas L. Prodromidis, Philip Chan:
KDD Cup 1999 Data. UCI Machine Learning Repository, 1998
Coauthor Index
[c170] [c158] [c154] [i30] [j37] [c149] [c148] [i25] [i23] [c134] [i12] [c129] [i10] [c122] [c115] [c114] [e5] [i8] [c113] [c109] [c101] [c100] [c97] [c94] [c93] [c86] [e4] [i3] [j12] [c83] [c76] [e2] [i1] [c68] [e1] [c63] [c61] [c58] [c57] [c51] [j7] [c41] [c39] [c37] [c35] [c33] [c30] [c27] [c26] [c23] [c22] [c20] [c19] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c7] [c5]
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