Wenwu Zhu
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Computer Science
Wenwu Zhu's Degrees
- PhD Computer Science Tsinghua University
- Bachelors Computer Science Tsinghua University
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(Suggest an Edit or Addition)Wenwu Zhu's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Structural Deep Network Embedding (2016) (2169)
- Asymmetric Transitivity Preserving Graph Embedding (2016) (1004)
- A Survey on Network Embedding (2017) (835)
- Deep Learning on Graphs: A Survey (2018) (819)
- Community Preserving Network Embedding (2017) (667)
- Social contextual recommendation (2012) (301)
- Robust Graph Convolutional Networks Against Adversarial Attacks (2019) (253)
- To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression (2018) (202)
- Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution (2017) (195)
- Disentangled Graph Convolutional Networks (2019) (185)
- Arbitrary-Order Proximity Preserved Network Embedding (2018) (161)
- Learning Disentangled Representations for Recommendation (2019) (154)
- Scalable Recommendation with Social Contextual Information (2014) (153)
- Structural Deep Embedding for Hyper-Networks (2017) (142)
- Deep Recursive Network Embedding with Regular Equivalence (2018) (139)
- Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos (2019) (136)
- BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network (2018) (131)
- A Survey on Curriculum Learning (2021) (129)
- Understanding Performance of Edge Content Caching for Mobile Video Streaming (2017) (125)
- Cascading outbreak prediction in networks: a data-driven approach (2013) (120)
- Two decades of internet video streaming: A retrospective view (2013) (118)
- Joint Content Replication and Request Routing for Social Video Distribution Over Cloud CDN: A Community Clustering Method (2016) (112)
- Disentangled Self-Supervision in Sequential Recommenders (2020) (112)
- Deep Multimodal Hashing with Orthogonal Regularization (2015) (111)
- Social Recommendation with Cross-Domain Transferable Knowledge (2015) (110)
- Joint Social and Content Recommendation for User-Generated Videos in Online Social Network (2013) (109)
- Deep Variational Network Embedding in Wasserstein Space (2018) (106)
- A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models (2019) (101)
- High-Order Proximity Preserved Embedding for Dynamic Networks (2018) (98)
- Weakly Semi-Supervised Deep Learning for Multi-Label Image Annotation (2015) (95)
- Weakly Supervised Dense Event Captioning in Videos (2018) (93)
- Propagation-based social-aware replication for social video contents (2012) (87)
- Social recommendation across multiple relational domains (2012) (82)
- TIMERS: Error-Bounded SVD Restart on Dynamic Networks (2017) (82)
- Towards Cost-Efficient Video Transcoding in Media Cloud: Insights Learned From User Viewing Patterns (2015) (80)
- JALAD: Joint Accuracy-And Latency-Aware Deep Structure Decoupling for Edge-Cloud Execution (2018) (78)
- Learning Compact Hash Codes for Multimodal Representations Using Orthogonal Deep Structure (2015) (76)
- Multimedia Big Data Computing (2015) (76)
- Cross-media analysis and reasoning: advances and directions (2017) (74)
- Implicit Graph Neural Networks (2020) (70)
- DepthLGP: Learning Embeddings of Out-of-Sample Nodes in Dynamic Networks (2018) (66)
- Comparing apples to oranges: a scalable solution with heterogeneous hashing (2013) (65)
- Video Summarization by Learning Deep Side Semantic Embedding (2019) (62)
- Projection-free Distributed Online Learning in Networks (2017) (59)
- Social-Aware Video Recommendation for Online Social Groups (2017) (58)
- FEMA: flexible evolutionary multi-faceted analysis for dynamic behavioral pattern discovery (2014) (52)
- Joint online transcoding and geo-distributed delivery for dynamic adaptive streaming (2014) (51)
- Dependence Guided Unsupervised Feature Selection (2018) (50)
- Billion-Scale Network Embedding with Iterative Random Projection (2018) (50)
- Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification (2018) (49)
- General Knowledge Embedded Image Representation Learning (2018) (46)
- Community based effective social video contents placement in cloud centric CDN network (2014) (45)
- On Energy-Efficient Offloading in Mobile Cloud for Real-Time Video Applications (2017) (42)
- Compressibility Constrained Sparse Representation With Learnt Dictionary for Low Bit-Rate Image Compression (2014) (41)
- Automated Machine Learning on Graphs: A Survey (2021) (41)
- Propagation- and Mobility-Aware D2D Social Content Replication (2017) (39)
- Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks (2017) (36)
- User interest and social influence based emotion prediction for individuals (2013) (35)
- CPCDN: Content Delivery Powered by Context and User Intelligence (2015) (35)
- Hierarchical Taxonomy Aware Network Embedding (2018) (35)
- Boosting Visual Question Answering with Context-aware Knowledge Aggregation (2020) (35)
- Curriculum Meta-Learning for Next POI Recommendation (2021) (32)
- Fast Hardware-Aware Neural Architecture Search (2019) (31)
- Social Media Recommendation (2013) (30)
- AutoNE: Hyperparameter Optimization for Massive Network Embedding (2019) (30)
- Non-transitive Hashing with Latent Similarity Components (2015) (29)
- Power up! Robust Graph Convolutional Network against Evasion Attacks based on Graph Powering (2019) (27)
- A Joint Online Transcoding and Delivery Approach for Dynamic Adaptive Streaming (2015) (27)
- Multimedia Intelligence: When Multimedia Meets Artificial Intelligence (2020) (27)
- Social-Sensed Image Search (2014) (26)
- Cross-Modal Dual Learning for Sentence-to-Video Generation (2019) (26)
- Deep Asymmetric Transfer Network for Unbalanced Domain Adaptation (2018) (26)
- Social Recommendation with Optimal Limited Attention (2019) (26)
- A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric (2021) (25)
- Learning-to-Ask: Knowledge Acquisition via 20 Questions (2018) (24)
- Come-and-Go Patterns of Group Evolution: A Dynamic Model (2016) (23)
- Discrete Social Recommendation (2019) (23)
- Dest-ResNet: A Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction (2018) (23)
- Social-Sensed Multimedia Computing (2016) (23)
- Cost optimal video transcoding in media cloud: Insights from user viewing pattern (2014) (22)
- On Power Law Growth of Social Networks (2018) (22)
- Not All Low-Pass Filters are Robust in Graph Convolutional Networks (2021) (21)
- Quantifying Structural Patterns of Information Cascades (2017) (21)
- Partial Multi-View Outlier Detection Based on Collective Learning (2018) (21)
- Disentangled Contrastive Learning on Graphs (2021) (21)
- Social Embedding Image Distance Learning (2014) (21)
- Power up! Robust Graph Convolutional Network via Graph Powering (2019) (20)
- Social Visual Image Ranking for Web Image Search (2013) (20)
- Social-oriented visual image search (2014) (19)
- Explainable Automated Graph Representation Learning with Hyperparameter Importance (2021) (19)
- Hierarchical Contextual Attention Recurrent Neural Network for Map Query Suggestion (2017) (19)
- A Comprehensive Survey on Curriculum Learning (2020) (19)
- A Multiscale Survival Process for Modeling Human Activity Patterns (2016) (19)
- Propagation-based social-aware multimedia content distribution (2013) (19)
- Sentence Specified Dynamic Video Thumbnail Generation (2019) (18)
- Intention-Aware Sequential Recommendation With Structured Intent Transition (2021) (18)
- Bilateral Correspondence Model for Words-and-Pictures Association in Multimedia-Rich Microblogs (2014) (18)
- Out-Of-Distribution Generalization on Graphs: A Survey (2022) (18)
- Learning Socially Embedded Visual Representation from Scratch (2015) (18)
- Spectral Graph Attention Network with Fast Eigen-approximation (2020) (18)
- Graph Differentiable Architecture Search with Structure Learning (2021) (17)
- AutoAttend: Automated Attention Representation Search (2021) (17)
- OOD-GNN: Out-of-Distribution Generalized Graph Neural Network (2021) (17)
- Conditional Graph Attention Networks for Distilling and Refining Knowledge Graphs in Recommendation (2021) (16)
- Emotionally Representative Image Discovery for Social Events (2014) (16)
- Analyzing social media via event facets (2012) (16)
- Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity (2017) (16)
- Curriculum Disentangled Recommendation with Noisy Multi-feedback (2021) (15)
- AutoGL: A Library for Automated Graph Learning (2021) (14)
- Toward High Mobile GPU Performance Through Collaborative Workload Offloading (2018) (14)
- Mobile Contextual Recommender System for Online Social Media (2017) (14)
- Collective Affinity Learning for Partial Cross-Modal Hashing (2020) (13)
- Find you from your friends: Graph-based residence location prediction for users in social media (2014) (13)
- Graph-Based Residence Location Inference for Social Media Users (2014) (13)
- Multimodal Disentangled Representation for Recommendation (2021) (13)
- AutoIAS: Automatic Integrated Architecture Searcher for Click-Trough Rate Prediction (2021) (13)
- Perceptual Visual Reasoning with Knowledge Propagation (2019) (13)
- Social-aware video delivery: challenges, approaches, and directions (2016) (13)
- Joint user-interest and social-influence emotion prediction for individuals (2017) (13)
- Deep Learning for Learning Graph Representations (2019) (12)
- MEmoR: A Dataset for Multimodal Emotion Reasoning in Videos (2020) (12)
- Spectral Graph Attention Network (2020) (12)
- Enabling Flexible Resource Allocation in Mobile Deep Learning Systems (2019) (12)
- Multi-Modal Deep Analysis for Multimedia (2019) (12)
- Facial Image-to-Video Translation by a Hidden Affine Transformation (2019) (11)
- Probabilistic Attributed Hashing (2015) (11)
- Controllable Video Captioning with an Exemplar Sentence (2020) (11)
- Multimedia Content Delivery with Network Function Virtualization: The Energy Perspective (2017) (11)
- Wireless Caching in Large-Scale Edge Access Points: A Local Distributed Approach (2018) (11)
- Dispersing Instant Social Video Service Across Multiple Clouds (2015) (11)
- Online Allocation of Communication and Computation Resources for Real-Time Multimedia Services (2013) (10)
- Learning to Learn Image Classifiers With Visual Analogy (2017) (10)
- Understanding Gaming Experience in Mobile Multiplayer Online Battle Arena Games (2018) (10)
- A Survey on Temporal Sentence Grounding in Videos (2021) (10)
- ACM TIST Special Issue on Data-Driven Intelligence for Wireless Networking (2017) (10)
- Automated Graph Machine Learning: Approaches, Libraries and Directions (2022) (9)
- Virtual mixer: Real-time audio mixing across clients and the cloud for multiparty conferencing (2012) (9)
- Hardware-Aware Transformable Architecture Search with Efficient Search Space (2020) (9)
- The General Black-box Attack Method for Graph Neural Networks (2019) (9)
- Semi-supervised Deep Quantization for Cross-modal Search (2019) (9)
- APRank: Joint mobility and preference-based mobile video prefetching (2017) (9)
- Multi-modal Sequence to Sequence Learning with Content Attention for Hotspot Traffic Speed Prediction (2018) (9)
- Affective Contextual Mobile Recommender System (2016) (8)
- BeautyGAN (2018) (8)
- Learning Decision Trees with Reinforcement Learning (2017) (8)
- Adversarial Attack Framework on Graph Embedding Models With Limited Knowledge (2021) (8)
- MetaDelta: A Meta-Learning System for Few-shot Image Classification (2021) (8)
- Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs (2020) (8)
- Disentangled Representation Learning for Recommendation (2022) (8)
- Collective Human Behavior in Cascading System: Discovery, Modeling and Applications (2018) (8)
- Signed Graph Neural Network with Latent Groups (2021) (7)
- Socially-Driven Learning-Based Prefetching in Mobile Online Social Networks (2017) (7)
- GQNAS: Graph Q Network for Neural Architecture Search (2021) (7)
- Learning and Interpreting Complex Distributions in Empirical Data (2018) (7)
- Social Media Profiler: Inferring Your Social Media Personality from Visual Attributes in Portrait (2016) (6)
- Block-based variable density compressed image sampling (2012) (6)
- Fates of Microscopic Social Ecosystems: Keep Alive or Dead? (2019) (6)
- AdaCompress: Adaptive Compression for Online Computer Vision Services (2019) (6)
- Structural patterns of information cascades and their implications for dynamics and semantics (2017) (6)
- Preserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data (2020) (6)
- InvisibleFL: Federated Learning over Non-Informative Intermediate Updates against Multimedia Privacy Leakages (2020) (6)
- Online Continual Adaptation with Active Self-Training (2021) (6)
- Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation (2019) (6)
- User Mapping Strategies in Multi-Cloud Streaming: A Data-Driven Approach (2016) (5)
- Sparse representation of texture patches for low bit-rate image compression (2012) (5)
- Fully Self-Supervised Learning for Semantic Segmentation (2022) (5)
- Automated Machine Learning on Graph (2021) (5)
- Low-delay cloud-based rendering of free viewpoint video for mobile devices (2013) (5)
- Deep Multimodal Hashing with Orthogonal Units (2015) (5)
- Joint User- and Event- Driven Stable Social Event Organization (2018) (5)
- A metric of stereoscopic image retargeting quality assessment (2015) (5)
- Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena (2019) (5)
- ButterFly: Mobile collaborative rendering over GPU workload migration (2017) (4)
- Active Gradual Domain Adaptation: Dataset and Approach (2022) (4)
- Sketched Follow-The-Regularized-Leader for Online Factorization Machine (2018) (4)
- Caching in Dynamic Environments: A Near-Optimal Online Learning Approach (2023) (4)
- comeNgo (2017) (4)
- Watch, Reason and Code: Learning to Represent Videos Using Program (2019) (4)
- comeNgo: A Dynamic Model for Social Group Evolution (2017) (4)
- Guest Editorial Video Distribution Over Future Internet (2016) (4)
- Dynamical Origins of Distribution Functions (2019) (4)
- Learning From Networks: Algorithms, Theory, and Applications (2019) (4)
- Uncovering Pattern Formation of Information Flow (2019) (4)
- Multi-modal Contextual Graph Neural Network for Text Visual Question Answering (2021) (3)
- Exploring the collective human behavior in cascading systems: a comprehensive framework (2020) (3)
- Meta Hyperparameter Optimization with Adversarial Proxy Subsets Sampling (2021) (3)
- Fuelling Big Data Intelligence into Future Multimedia System: Reflection and Outlook (2015) (3)
- Thinking like psychologist: Learning to predict personality by using features from portrait and social media (2016) (3)
- mPano: cloud-based mobile panorama view from single picture (2013) (3)
- Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance (2022) (3)
- Personalized Text Summarization Based on Gaze Patterns (2020) (3)
- Reading Document and Answering Question via Global Attentional Inference (2018) (2)
- Adaptive Compression for Online Computer Vision: An Edge Reinforcement Learning Approach (2021) (2)
- A Simple and General Graph Neural Network with Stochastic Message Passing (2020) (2)
- Mining Urban WiFi QoS Factors: A Data Driven Approach (2017) (2)
- Scalable Recommendation with Social (2014) (2)
- Power up! Robust Graph Convolutional Network based on Graph Powering (2019) (2)
- Guest Editorial Multimedia Economics for Future Networks: Theory, Methods, and Applications (2019) (2)
- Rethinking HTTP Adaptive Streaming with the Mobile User Perception (2017) (2)
- Self-directed Machine Learning (2022) (2)
- Social informatics : 7th International Conference, SocInfo 2015, Beijing, China, December 9-12, 2015 : proceedings (2015) (2)
- Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework (2019) (2)
- Profit Maximization for Sponsored Data in Wireless Video Transmission Systems (2020) (2)
- Social Video Content Delivery (2016) (2)
- Integrating Hardware Diversity with Neural Architecture Search for Efficient Convolutional Neural Networks (2019) (1)
- Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need? (2021) (1)
- Automated Machine Learning and Meta-Learning for Multimedia (2021) (1)
- From Global to Local: A Context-Embedded LSTM Recurrent Network for Local Content Popularity Prediction (2018) (1)
- Understanding 5G performance for real-world services: a content provider's perspective (2022) (1)
- Syntax Customized Video Captioning by Imitating Exemplar Sentences (2021) (1)
- Conditional Attention Networks for Distilling Knowledge Graphs in Recommendation (2021) (1)
- Online Social Media Content Delivery: A Data-Driven Approach (2018) (1)
- Aspect Learning for Multimedia Summarization via Nonparametric Bayesian (2016) (1)
- Commonsense Learning: An Indispensable Path towards Human-centric Multimedia (2020) (1)
- STG-Meta: Spatial-Temporal Graph Meta-Learning for Traffic Forecasting (2021) (1)
- Propagation-Based Social Video Content Replication (2016) (1)
- CFCR: A Convolution and Fusion Model for Cross-platform Recommendation (2021) (1)
- Social- and Mobility-Aware Device-to-Device Content Delivery (2016) (1)
- AutoML and Meta-learning for Multimedia (2019) (1)
- Kernel Clustering On Symmetric Positive Definite Manifolds Via Double Approximated Low Rank Representation (2020) (1)
- Online Social Media Content Delivery (2018) (1)
- Analyzing WeChat Diffusion Cascade: Pattern Discovery and Prediction (2019) (1)
- Enhancing Multimedia Network Resource Allocation Using Social Prediction (2018) (1)
- Learning to Learn Image Classifiers with Informative Visual Analogy (2017) (0)
- STSIR: Spatial Temporal Pandemic Model with Mobility Data (2020) (0)
- Preserved Knowledge Embedding Question : Why does the person have an umbrella ? Answer : It is raining . Knowledge Incorporated Open-Domain VQA Candidate Knowledge Retrieval Dynamic Memory Network Memory Updating Attention Machanisim Query (2017) (0)
- STSIR: A Spatial Temporal Pandemic Model with Mobility Data - A COVID-19 Study (2021) (0)
- Automated Machine Learning for Multimedia (2021) (0)
- Meta-Learning for Multimedia (2021) (0)
- Domain Generalization through the Lens of Angular Invariance (2022) (0)
- Joint Content- and Social-Based User Preference Mining (2018) (0)
- Uncovering the Transformation from Non-Follower Retweetors to Followers (2018) (0)
- Visual Analogy Graph Late Fusion Graph Embedding Embedded Regression (2019) (0)
- Permutation-Equivariant and Proximity-Aware Graph Neural Networks With Stochastic Message Passing (2020) (0)
- Joint Online Processing and Geo-Distributed Delivery for Dynamic Social Streaming (2018) (0)
- Popularity of Social Videos (2016) (0)
- An Adaptive Logarithm Quantization Method for DNN Compression (2021) (0)
- Dynamical Social Video Propagation (2016) (0)
- Edge Intelligence Empowered Immersive Media: Challenges and Approaches (2023) (0)
- Octave Graph Convolutional Network (2019) (0)
- Out-of-distribution Generalization and Its Applications for Multimedia (2021) (0)
- Training Pattern Push Operating & Recommend Twitter Server Kaleido Servers Kaleido Workflow with Mobility Support Smartphones (2017) (0)
- T2U: A Deep Cross-Platform Video Recommendation System with a Novel Interface (2017) (0)
- Human-like Visual Learning and Reasoning (2017) (0)
- Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model (2022) (0)
- Why Do People Need Recommendation in Social Media ? (2012) (0)
- Session details: Keynote 5 (2018) (0)
- S I ] 2 3 N ov 2 01 7 A Survey on Network Embedding (2017) (0)
- DRL-Based Collaborative Edge Content Replication with Popularity Distillation (2021) (0)
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