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 Date  Reader Title Paper
2019/12/30崔慧Deep Learning Convolutional Neural Networks for Radio IdentificationIEEE 2018
周涛Understand Ethereum via Graph Analysisspringer 2018
朱钟华A signal-to-image transformation approach for EEG and MEG signal classification springer 2018
张敦杰A Restricted Black-box Adversarial Framework Towards Attacking Graph Embedding ModelsAAAI 2020
夏镒楠Hyper-Path-BasedRepresentationLearningforHyper-Networks CIKM 2019
2019/12/23林臻谦A novel generative adversarial network for estimation of trip travel time distribution with trajectory dataTRC2019
李晓慧Associative Deep Clustering: Training a Classification Network with no Labelsspringer2018
王甬琪Evolutionary Network Embedding Preserving both Local Proximity and Community StructureTEVC2019
单雅璐Adversarial Examples on Graph Data: Deep Insights into Attack and DefenseIJCAI 2019
陈作辉Provable defenses against adversarial examples via the convex outer adversarial polytopeICML2018
2019/12/16张建林Differentiating Concepts and Instances for Knowledge Graph EmbeddingEMNLP2018
裘坤锋Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social ContextsWWW 2019
彭鹏An effective spatial-temporal attention based neural network for traffic flow predictionTransportation C2019
谢昀苡Smart Roles: Inferring Professional Roles in Email NetworksKDD2019
岳昕晨sience of sienceScience2018
2019/12/09周磊Deep Spatial–Temporal 3D Convolutional Neural Networks for Traffic Data ForecastingIEEE 2019
钱佳能A signal-to-image transformation approach for EEG and MEG signal classificationspringer 2018
王永东Contextualized Spatial–Temporal Network for Taxi rigin-Destination Demand PredictionIEEE 2019
徐科栋Accurate Privacy Preserving Average ConsensusIEEE 2019
2019/12/02甘燃Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning2019WWW
童天航RECURRENT EVENT NETWORK: GLOBAL STRUCTURE:INFERENCE OVER TEMPORAL KNOWLEDGE GRAPHICLR 2019
陈丽红Socio-Technical Work-Rate Increase Associates With Changes in Work Patterns in Online ProjectsICSE2019
殳欣成Anomalous structure and dynamics in news diffusion among heterogeneous individualsnature 2019
徐慧玲Robust Graph Convolutional Networks Against Adversarial Attacks2019KDD
2019/11/25 魏臣臣 DeepTrend 2.0: A light-weighted multi-scale traffic prediction model using detrending TRC2019
马稳 Adversarial Examples Are Not Bugs, They Are Features arXiv
王雪珂 Explaining and harnessing adversarial examples  ICLR 2015
2019/06/13 许永超 learning a bi-leval adversarial network with global and local perception for makeup-invariant face verification 2019Pattern Recognition
孙翊杰 Rethinking Atrous Convolution for Semantic Image Segmentation 2017arXiv
陈科 Soccer on Your Tabletop 2018CVPR
陈作辉 Adversarial Perturbations Against Real-Time Video 2018arXiv
2019/06/06郑钧Feature Hashing for Network Representation Learning2018 IJCAI
张剑Revisiting Graph Neural Networks All We Have is Low-Pass Filters2019arXiv
单雅璐AdversarialAttacksonNeuralNetworksforGraphData2018KDD
许德衡Bayesian Inference of Network Loss and Delay Characteristics With Applications to TCP Performance Prediction2003 TSP
2019/05/30陈壮志An Explicitly Relational Neural Network Architecture2019arXiv
郝海洋Stealing Neural Networks via Timing Side Channels2019arXiv
朱钟华Densely Connected Pyramid Dehazing Network2018CVPR
李一帆Self-Attention Generative Adversarial Networks2018arXiv
袁琴Attentive Generative Adversarial Network for Raindrop Removal from A Single Image2018CVPR
2019/05/23 殳欣成 Accelerating dynamics of collective attention NC2019
张婷婷 What Affects Patient(Dis)satisfaction?Analyzing Online Doctor Ratings with a Joint Topic-Sentiment Model 2018AAA
王岭人 POMDP Model Learning for Human Robot Collaboration 2018 IEEE
魏臣臣 Pattern Sensitive Prediction of Traffic Flow Based on Generative Adversarial Framework 2018IEEE
王永东 Dynamic Prediction of Origin-Destination Flows Using Fusion Line Graph Convolutional Networks 2019 ArXiv
2019/05/16 陈一贤 N-GCN:Multi-scale Graph Convolution 2018Arxiv
单雅璐 Scale-free networks well done 2018 arxiv
李晓慧 Deep Adaptive Image Clustering 2017 IEEE
陈作辉 Semantic Segmentation using Adversarial Networks 2016NIPS
2019/05/09 林颖 Largest Laplacian eigenvalue predicts the emergence of costly punishment in the evolutionary ultimatum game on networks 2009PRE
唐敏 Modeling, Identification, and Predictive Control of a Driver Steering Assistance System 2017THMS
朱巧慧 Resilient Event-Triggering H∞ Load Frequency Control for Multi-Area Power Systems With Energy-Limit 2017IEEE
郝海洋 CSI Neural Network Using Side-channels to Recover Your Artificial Neural Network Information 2018arxiv
梁启鹏 Formal Methods for Stability Analysis of Networked Control Systems With IEEE 802.15.4 Protocol 2018TCST
2019/04/24 苏蒙蒙 Efficient Decision-based Black-box Adversarial Attacks on Face Recognition CVPR2019
任星宇 Learning to Compare: Relation Network for Few-shot Learning CVPR2018
彭鹏 Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting 2018 arxiv
郑海斌 OCGAN One-class Novelty Detection Using GANs with Constrained Latent Representations CVPR2019
2019/04/11 孙翊杰 A hybrid approach for movie recommendation via tags and ratings 2018IEEE
魏臣臣 Learning to Compare: Relation Network for Few-shot Learning CVPR2018
孙佳慧 Clustrophile 2: Guided Visual Clustering Analysis IEEE2019
潘晓康 Deep Reinforcement Learning for Event-Triggered Control 2018CDC
2019/04/04 王永东 Diffusion Convolutional Recurrent Neural Network:Data-Driven Traffic Forecasting 2018ICLR
陈壮志 Learning to Compare: Relation Network for Few-shot Learning CVPR2018
熊晖 Towards Robust Neural Networks via Random Self-ensemble ECCV2018
林翔 Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning 2018AAAI
2019/03/28 张鑫辉 Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression 2019CVPR
王金焕 Semi-Supervised Graph Classification - A Hierarchical Graph Perspective WWW2019
王冠华 Real-time Personalization using Embeddings for Search Ranking at Airbnb 2018KDD
朱钟华 LC-RNN A Deep Learning Model for Traffic Speed Prediction 2018IJCAI
韩忙 Deep Sequence Learning with Auxiliary Information for Traffic Prediction 2018KDD
2019/03/21 赵佳康 Scale-Transferrable Object Detection 2018ICVPR
李玉玮 Dual Convolutional Neural Network for Graph of Graphs Link Prediction 2018arxiv
马稳 Towards Better Analysis of Machine Learning Models:A Visual Analytics Perspective 2017Visual Informatics
2019/03/14 朱创 CONTACT PLAN DESIGN FOR NAVIGATION SATELLITE NETWORK BASED ON MAXIMUM MATCHING 2018ICVISP
陈科 License Plate Detection and Recognition in Unconstrained Scenarios 2018 ECCV
吴洋洋 A Higher-Order Graph Convolutional Layer 2018NIPS
许德衡 Sample Complexity of Networked Control Systems over Unknown Channels 2018ICCDC
袁琴 Residual Dense Network for Image Super-Resolution 2018CVPR
2019/03/07 殳欣成 Inf2vec: Latent Representation Model for Social In?uence Embedding 2018ICDE
郑钧 DATA POISONING ATTACK AGAINST UNSUPERVISED NODE EMBEDDING METHODS 2018ICLR
李蓥杰 Large-Scale Learnable Graph Convolutional Networks 2018KDD
许永超 Generative Neural Networks for Anomaly Detection in Crowded Scenes 2019TIFS
沈诗婧 Robust Detection of Adversarial Attacks by Modeling the Intrinsic Properties of Deep Neural Networks
2019/01/23 戴宏伟 Forecasting Transportation Network Speed Using Deep Capsule Networks with Nested LSTM Models 2018arxiv
赵明浩 Dual Graph Convolutional Networks for Graph-Based Semi-Supervised Classification 2018WWW
2019/1/16 王丽冉 MetaAnchor Learning to Detect Objects with Customized Anchors 2018Neur IPS
夏镒楠 Shifu Deep Learning Based Advisor-advisee Relationship Mining in Scholarly Big Data 2017WWW
任星宇 Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation 2018CVPR
郑海斌 adversarial attacks on deep-learning based radio signal classification 2018arxiv
李一帆 Domain Adaptive Faster R-CNN for Object Detection in the Wild 2018CVPR
2019/1/9 肖浩泉 Object-Part Attention Model for Fine-Grained Image Classification 2018TIP
郑永立 Predictive Analysis by Leveraging Temporal User Behavior and User Embeddings 2018CIKM
钱涛 Clustering with Deep Learning 2018arxiv
彭鹏 Multistep Speed Prediction on Traffic Networks: A Graph Convolutional Sequence-to-Sequence Learning Approach with Attention Mechanism 2018arxiv
陈丽红 Cascade Dynamics Modeling with Attention-based Recurrent Neural Network 2017IJCAI