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Jun Guo, Wenwu Zhu Collective Affinity Learning for Partial Cross-Modal Hashing IEEE Trans. Image Process. 29: 1344-1355 (2020) [paper, bib] |
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Wenwu Zhu Message From the Outgoing Editor-in-Chief IEEE Trans. Multimedia 22(1): 1 (2020) [paper, bib] |
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Jun Guo, Heng Chang, Wenwu Zhu Preserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data AAAI 2020: 75-82 [paper, bib] |
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Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models AAAI 2020: 3389-3396 [paper, bib] |
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Wenwu Zhu, Xin Wang, Peng Cui Deep Learning for Learning Graph Representations CoRR abs/2001.00293 (2020) [paper, bib] |
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Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Somayeh Sojoudi, Junzhou Huang, Wenwu Zhu Spectral Graph Attention Network CoRR abs/2003.07450 (2020) [paper, bib] |
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Ziwei Zhang, Peng Cui, Jian Pei, Xin Wang, Wenwu Zhu Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs CoRR abs/2006.04330 (2020) [paper, bib] |
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Wen Ji, Zhu Li, H. Vincent Poor, Christian Timmerer, Wenwu Zhu Guest Editorial Multimedia Economics for Future Networks: Theory, Methods, and Applications IEEE J. Sel. Areas Commun. 37(7): 1473-1477 (2019) [paper, bib] |
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Yitian Yuan, Tao Mei, Peng Cui, Wenwu Zhu Video Summarization by Learning Deep Side Semantic Embedding IEEE Trans. Circuits Syst. Video Techn. 29(1): 226-237 (2019) [paper, bib] |
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Peng Cui, Xiao Wang, Jian Pei, Wenwu Zhu A Survey on Network Embedding IEEE Trans. Knowl. Data Eng. 31(5): 833-852 (2019) [paper, bib] |
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Chao Wu, Lan Zhang, Qiushi Li, Ziyan Fu, Wenwu Zhu, Yaoxue Zhang Enabling Flexible Resource Allocation in Mobile Deep Learning Systems IEEE Trans. Parallel Distrib. Syst. 30(2): 346-360 (2019) [paper, bib] |
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Chenghao Liu, Xin Wang, Tao Lu, Wenwu Zhu, Jianling Sun, Steven C. H. Hoi Discrete Social Recommendation AAAI 2019: 208-215 [paper, bib] |
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Yitian Yuan, Tao Mei, Wenwu Zhu To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression AAAI 2019: 9159-9166 [paper, bib] |
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Linjun Zhou, Peng Cui, Shiqiang Yang, Wenwu Zhu, Qi Tian Learning to Learn Image Classifiers With Visual Analogy CVPR 2019: 11497-11506 [paper, bib] |
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Jianxin Ma, Peng Cui, Kun Kuang, Xin Wang, Wenwu Zhu Disentangled Graph Convolutional Networks ICML 2019: 4212-4221 [paper, bib] |
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Shengze Yu, Xin Wang, Wenwu Zhu, Peng Cui, Jingdong Wang Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation IJCAI 2019: 4635-4641 [paper, bib] |
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Ke Tu, Jianxin Ma, Peng Cui, Jian Pei, Wenwu Zhu AutoNE: Hyperparameter Optimization for Massive Network Embedding KDD 2019: 216-225 [paper, bib] |
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Chengxi Zang, Peng Cui, Wenwu Zhu, Fei Wang Dynamical Origins of Distribution Functions KDD 2019: 469-478 [paper, bib] |
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Haoyang Li, Peng Cui, Chengxi Zang, Tianyang Zhang, Wenwu Zhu, Yishi Lin Fates of Microscopic Social Ecosystems: Keep Alive or Dead? KDD 2019: 668-676 [paper, bib] |
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Dingyuan Zhu, Ziwei Zhang, Peng Cui, Wenwu Zhu Robust Graph Convolutional Networks Against Adversarial Attacks KDD 2019: 1399-1407 [paper, bib] |
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Xin Wang, Wenwu Zhu, Chenghao Liu Social Recommendation with Optimal Limited Attention KDD 2019: 1518-1527 [paper, bib] |
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Chengxi Zang, Peng Cui, Chaoming Song, Wenwu Zhu, Fei Wang Uncovering Pattern Formation of Information Flow KDD 2019: 1691-1699 [paper, bib] |
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Yunfei Lu, Linyun Yu, Peng Cui, Chengxi Zang, Renzhe Xu, Yihao Liu, Lei Li, Wenwu Zhu Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena KDD 2019: 3093-3101 [paper, bib] |
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Xiao Huang, Peng Cui, Yuxiao Dong, Jundong Li, Huan Liu, Jian Pei, Le Song, Jie Tang, Fei Wang, Hongxia Yang, Wenwu Zhu Learning From Networks: Algorithms, Theory, and Applications KDD 2019: 3221-3222 [paper, bib] |
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Guohao Li, Xin Wang, Wenwu Zhu Perceptual Visual Reasoning with Knowledge Propagation ACM Multimedia 2019: 530-538 [paper, bib] |
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Yue Liu, Xin Wang, Yitian Yuan, Wenwu Zhu Cross-Modal Dual Learning for Sentence-to-Video Generation ACM Multimedia 2019: 1239-1247 [paper, bib] |
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Xuguang Duan, Qi Wu, Chuang Gan, Yiwei Zhang, Wenbing Huang, Anton van den Hengel, Wenwu Zhu Watch, Reason and Code: Learning to Represent Videos Using Program ACM Multimedia 2019: 1543-1551 [paper, bib] |
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Xin Wang, Wenwu Zhu, Chenghao Liu Semi-supervised Deep Quantization for Cross-modal Search ACM Multimedia 2019: 1730-1739 [paper, bib] |
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Yitian Yuan, Lin Ma, Wenwu Zhu Sentence Specified Dynamic Video Thumbnail Generation ACM Multimedia 2019: 2332-2340 [paper, bib] |
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Hongshan Li, Yu Guo, Zhi Wang, Shutao Xia, Wenwu Zhu AdaCompress: Adaptive Compression for Online Computer Vision Services ACM Multimedia 2019: 2440-2448 [paper, bib] |
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Guangyao Shen, Wenbing Huang, Chuang Gan, Mingkui Tan, Junzhou Huang, Wenwu Zhu, Boqing Gong Facial Image-to-Video Translation by a Hidden Affine Transformation ACM Multimedia 2019: 2505-2513 [paper, bib] |
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Wenwu Zhu, Xin Wang, Wenpeng Zhang AutoML and Meta-learning for Multimedia ACM Multimedia 2019: 2699-2700 [paper, bib] |
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Yitian Yuan, Lin Ma, Jingwen Wang, Wei Liu, Wenwu Zhu Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos NeurIPS 2019: 534-544 [paper, bib] |
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Jianxin Ma, Chang Zhou, Peng Cui, Hongxia Yang, Wenwu Zhu Learning Disentangled Representations for Recommendation NeurIPS 2019: 5712-5723 [paper, bib] |
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Wenwu Zhu, Dacheng Tao, Xueqi Cheng, Peng Cui, Elke A. Rundensteiner, David Carmel, Qi He, Jeffrey Xu Yu Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019 ACM 2019, ISBN 978-1-4503-6976-3 [paper, bib] |
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Ming Jin, Heng Chang, Wenwu Zhu, Somayeh Sojoudi Power up! Robust Graph Convolutional Network against Evasion Attacks based on Graph Powering CoRR abs/1905.10029 (2019) [paper, bib] |
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Heng Chang, Yu Rong, Tingyang Xu, Wenbing Huang, Honglei Zhang, Peng Cui, Wenwu Zhu, Junzhou Huang The General Black-box Attack Method for Graph Neural Networks CoRR abs/1908.01297 (2019) [paper, bib] |
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Wenwu Zhu, Xin Wang, Hongzhi Li Multi-modal Deep Analysis for Multimedia CoRR abs/1910.04964 (2019) [paper, bib] |
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Li Lyna Zhang, Yuqing Yang, Yuhang Jiang, Wenwu Zhu, Yunxin Liu Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework CoRR abs/1910.11609 (2019) [paper, bib] |
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Zhi Wang, Wenwu Zhu, Shiqiang Yang Online Social Media Content Delivery - A Data-Driven Approach Springer Briefs in Computer Science, Springer 2018, ISBN 978-981-10-2773-4, pp. 1-108 [paper, bib] |
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Yuwu Lu, Chun Yuan, Wenwu Zhu, Xuelong Li Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification IEEE Trans. Image Process. 27(11): 5248-5260 (2018) [paper, bib] |
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Chengxi Zang, Peng Cui, Christos Faloutsos, Wenwu Zhu On Power Law Growth of Social Networks IEEE Trans. Knowl. Data Eng. 30(9): 1727-1740 (2018) [paper, bib] |
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Dingyuan Zhu, Peng Cui, Ziwei Zhang, Jian Pei, Wenwu Zhu High-Order Proximity Preserved Embedding for Dynamic Networks IEEE Trans. Knowl. Data Eng. 30(11): 2134-2144 (2018) [paper, bib] |
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Peng Cui, Shaowei Liu, Wenwu Zhu General Knowledge Embedded Image Representation Learning IEEE Trans. Multimedia 20(1): 198-207 (2018) [paper, bib] |
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Chao Wu, Bowen Yang, Wenwu Zhu, Yaoxue Zhang Toward High Mobile GPU Performance Through Collaborative Workload Offloading IEEE Trans. Parallel Distrib. Syst. 29(2): 435-449 (2018) [paper, bib] |
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Ziwei Zhang, Peng Cui, Jian Pei, Xiao Wang, Wenwu Zhu TIMERS: Error-Bounded SVD Restart on Dynamic Networks AAAI 2018: 224-231 [paper, bib] |
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Jun Guo, Wenwu Zhu Partial Multi-View Outlier Detection Based on Collective Learning AAAI 2018: 298-305 [paper, bib] |
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Jianxin Ma, Peng Cui, Wenwu Zhu DepthLGP: Learning Embeddings of Out-of-Sample Nodes in Dynamic Networks AAAI 2018: 370-377 [paper, bib] |
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Ke Tu, Peng Cui, Xiao Wang, Fei Wang, Wenwu Zhu Structural Deep Embedding for Hyper-Networks AAAI 2018: 426-433 [paper, bib] |
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Daixin Wang, Peng Cui, Wenwu Zhu Deep Asymmetric Transfer Network for Unbalanced Domain Adaptation AAAI 2018: 443-450 [paper, bib] |
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Jun Guo, Wenwu Zhu Dependence Guided Unsupervised Feature Selection AAAI 2018: 2232-2239 [paper, bib] |
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Jiahui Ye, Zhi Wang, Wenwu Zhu From Global to Local: A Context-Embedded LSTM Recurrent Network for Local Content Popularity Prediction AIMS 2018: 29-42 [paper, bib] |
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Yunfei Lu, Linyun Yu, Tianyang Zhang, Chengxi Zang, Peng Cui, Chaoming Song, Wenwu Zhu Collective Human Behavior in Cascading System: Discovery, Modeling and Applications ICDM 2018: 297-306 [paper, bib] |
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Ziwei Zhang, Peng Cui, Haoyang Li, Xiao Wang, Wenwu Zhu Billion-Scale Network Embedding with Iterative Random Projection ICDM 2018: 787-796 [paper, bib] |
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Hongshan Li, Chenghao Hu, Jingyan Jiang, Zhi Wang, Yonggang Wen, Wenwu Zhu JALAD: Joint Accuracy-And Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution ICPADS 2018: 671-678 [paper, bib] |
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Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao Learning-to-Ask: Knowledge Acquisition via 20 Questions KDD 2018: 1216-1225 [paper, bib] |
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Luo Luo, Wenpeng Zhang, Zhihua Zhang, Wenwu Zhu, Tong Zhang, Jian Pei Sketched Follow-The-Regularized-Leader for Online Factorization Machine KDD 2018: 1900-1909 [paper, bib] |
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Jianxin Ma, Peng Cui, Xiao Wang, Wenwu Zhu Hierarchical Taxonomy Aware Network Embedding KDD 2018: 1920-1929 [paper, bib] |
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Ke Tu, Peng Cui, Xiao Wang, Philip S. Yu, Wenwu Zhu Deep Recursive Network Embedding with Regular Equivalence KDD 2018: 2357-2366 [paper, bib] |
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Chengxi Zang, Peng Cui, Wenwu Zhu Learning and Interpreting Complex Distributions in Empirical Data KDD 2018: 2682-2691 [paper, bib] |
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Ziwei Zhang, Peng Cui, Xiao Wang, Jian Pei, Xuanrong Yao, Wenwu Zhu Arbitrary-Order Proximity Preserved Network Embedding KDD 2018: 2778-2786 [paper, bib] |
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Dingyuan Zhu, Peng Cui, Daixin Wang, Wenwu Zhu Deep Variational Network Embedding in Wasserstein Space KDD 2018: 2827-2836 [paper, bib] |
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Tingting Li, Ruihe Qian, Chao Dong, Si Liu, Qiong Yan, Wenwu Zhu, Liang Lin BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network ACM Multimedia 2018: 645-653 [paper, bib] |
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Binbing Liao, Jingqing Zhang, Ming Cai, Siliang Tang, Yifan Gao, Chao Wu, Shengwen Yang, Wenwu Zhu, Yike Guo, Fei Wu Dest-ResNet: A Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction ACM Multimedia 2018: 1883-1891 [paper, bib] |
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Wenwu Zhu Session details: Keynote 5 ACM Multimedia 2018 [paper, bib] |
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Ge Ma, Zhi Wang, Jiahui Ye, Wenwu Zhu Wireless Caching in Large-Scale Edge Access Points: A Local Distributed Approach MobiCom 2018: 726-728 [paper, bib] |
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Xuguang Duan, Wen-bing Huang, Chuang Gan, Jingdong Wang, Wenwu Zhu, Junzhou Huang Weakly Supervised Dense Event Captioning in Videos NeurIPS 2018: 3063-3073 [paper, bib] |
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Chou Mo, Guowei Zhu, Zhi Wang, Wenwu Zhu Understanding Gaming Experience in Mobile Multiplayer Online Battle Arena Games NOSSDAV 2018: 25-30 [paper, bib] |
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Binbing Liao, Siliang Tang, Shengwen Yang, Wenwu Zhu, Fei Wu Multi-modal Sequence to Sequence Learning with Content Attention for Hotspot Traffic Speed Prediction PCM (1) 2018: 212-222 [paper, bib] |
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Jun Song, Siliang Tang, Tianchi Qian, Wenwu Zhu, Fei Wu Reading Document and Answering Question via Global Attentional Inference PCM (1) 2018: 335-345 [paper, bib] |
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Xin Wang, Wenwu Zhu, Chun Chen, Martin Ester Joint User- and Event- Driven Stable Social Event Organization WWW 2018: 1513-1522 [paper, bib] |
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Xiao Lin, Wenpeng Zhang, Min Zhang, Wenwu Zhu, Jian Pei, Peilin Zhao, Junzhou Huang Online Compact Convexified Factorization Machine WWW 2018: 1633-1642 [paper, bib] |
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Susanne Boll, Kyoung Mu Lee, Jiebo Luo, Wenwu Zhu, Hyeran Byun, Chang Wen Chen, Rainer Lienhart, Tao Mei 2018 ACM Multimedia Conference on Multimedia Conference, MM 2018, Seoul, Republic of Korea, October 22-26, 2018 ACM 2018, ISBN 978-1-4503-5665-7 [paper, bib] |
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Yitian Yuan, Tao Mei, Wenwu Zhu To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression CoRR abs/1804.07014 (2018) [paper, bib] |
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Ziwei Zhang, Peng Cui, Haoyang Li, Xiao Wang, Wenwu Zhu Billion-scale Network Embedding with Iterative Random Projection CoRR abs/1805.02396 (2018) [paper, bib] |
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Yihong Chen, Bei Chen, Xuguang Duan, Jian-Guang Lou, Yue Wang, Wenwu Zhu, Yong Cao Learning-to-Ask: Knowledge Acquisition via 20 Questions CoRR abs/1806.08554 (2018) [paper, bib] |
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Xuguang Duan, Wen-bing Huang, Chuang Gan, Jingdong Wang, Wenwu Zhu, Junzhou Huang Weakly Supervised Dense Event Captioning in Videos CoRR abs/1812.03849 (2018) [paper, bib] |
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Ziwei Zhang, Peng Cui, Wenwu Zhu Deep Learning on Graphs: A Survey CoRR abs/1812.04202 (2018) [paper, bib] |
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Hongshan Li, Chenghao Hu, Jingyan Jiang, Zhi Wang, Yonggang Wen, Wenwu Zhu JALAD: Joint Accuracy- and Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution CoRR abs/1812.10027 (2018) [paper, bib] |