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Proceedings of the AAAI Conference on Artificial Intelligence 2020: all accepted papers

1,863 papers · page 8 of 19 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2020

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  1. Knowledge-Graph Augmented Word Representations for Named Entity Recognition ↗Qizhen He, Liang Wu, Yida Yin et al.27 citations
  2. Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption ↗Wei Zhang, Yue Ying, Pan Lu et al.27 citations
  3. Leveraging Multi-Token Entities in Document-Level Named Entity Recognition ↗Anwen Hu, Zhicheng Dou, Jian‐Yun Nie et al.27 citations
  4. Multi-Objective Multi-Agent Planning for Jointly Discovering and Tracking Mobile Objects ↗Hoa Van Nguyen, Hamid Rezatofighi, Ba‐Ngu Vo et al.27 citations
  5. Multi-Type Self-Attention Guided Degraded Saliency Detection ↗Ziqi Zhou, Zheng Wang, Huchuan Lu et al.27 citations
  6. Multimodal Interaction-Aware Trajectory Prediction in Crowded Space ↗Xiaodan Shi, Xiaowei Shao, Zipei Fan et al.27 citations
  7. RTN: Reparameterized Ternary Network ↗Yuhang Li, Xin Dong, Sai Qian Zhang et al.27 citations
  8. RoboCoDraw: Robotic Avatar Drawing with GAN-Based Style Transfer and Time-Efficient Path Optimization ↗Tianying Wang, Wei Qi Toh, Hao Zhang et al.27 citations
  9. Runtime Analysis of Somatic Contiguous Hypermutation Operators in MOEA/D Framework ↗Zhengxin Huang, Yuren Zhou27 citations
  10. Strategy-Proof and Non-Wasteful Multi-Unit Auction via Social Network ↗Takehiro Kawasaki, Nathanaël Barrot, Seiji Takanashi et al.27 citations
  11. Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract) ↗Mengying Sun, Fei Wang, Olivier Elemento et al.27 citations
  12. Tensor FISTA-Net for Real-Time Snapshot Compressive Imaging ↗Xiaochen Han, Bo Wu, Zheng Shou et al.27 citations
  13. Towards Fine-Grained Temporal Network Representation via Time-Reinforced Random Walk ↗Zhining Liu, Dawei Zhou, Yada Zhu et al.27 citations
  14. Appearance and Motion Enhancement for Video-Based Person Re-Identification ↗Shuzhao Li, Huimin Yu, Haoji Roland Hu26 citations
  15. Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce ↗Juntao Li, Chang Liu, Jian Wang et al.26 citations
  16. Deep Neural Network Approximated Dynamic Programming for Combinatorial Optimization ↗Shenghe Xu, Shivendra S. Panwar, Murali S. Kodialam et al.26 citations
  17. Diachronic Embedding for Temporal Knowledge Graph Completion ↗Rishab Goel, Seyed Mehran Kazemi, Marcus A. Brubaker et al.26 citations
  18. Few-Shot Bayesian Imitation Learning with Logical Program Policies ↗Tom Silver, Kelsey R. Allen, Alex K. Lew et al.26 citations
  19. Generating Diverse Translation by Manipulating Multi-Head Attention ↗Zewei Sun, Shujian Huang, Haoran Wei et al.26 citations
  20. Graduate Employment Prediction with Bias ↗Teng Guo, Feng Xia, Shihao Zhen et al.26 citations
  21. Label Enhancement with Sample Correlations via Low-Rank Representation ↗Haoyu Tang, Jihua Zhu, Qinghai Zheng et al.26 citations
  22. Lifelong Spectral Clustering ↗Gan Sun, Yang Cong, Qianqian Wang et al.26 citations
  23. Lightweight and Robust Representation of Economic Scales from Satellite Imagery ↗Sungwon Han, Donghyun Ahn, Hyunji Cha et al.26 citations
  24. Open-World Learning for Radically Autonomous Agents ↗Pat Langley26 citations
  25. Reborn Filters: Pruning Convolutional Neural Networks with Limited Data ↗Yehui Tang, Shan You, Chang Xu et al.26 citations
  26. Robust Tensor Decomposition via Orientation Invariant Tubal Nuclear Norms ↗Andong Wang, Chao Li, Zhong Jin et al.26 citations
  27. Scalable Probabilistic Matrix Factorization with Graph-Based Priors ↗Jonathan Strahl, Jaakko Peltonen, Hiroshi Mamitsuka et al.26 citations
  28. Softmax Dissection: Towards Understanding Intra- and Inter-Class Objective for Embedding Learning ↗Lanqing He, Zhongdao Wang, Yali Li et al.26 citations
  29. Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset ↗Abhinav Rastogi, Xiaoxue Zang, Srinivas Sunkara et al.26 citations
  30. Training Decision Trees as Replacement for Convolution Layers ↗Wolfgang Fuhl, Gjergji Kasneci, Wolfgang Rosenstiel et al.26 citations
  31. Working Memory-Driven Neural Networks with a Novel Knowledge Enhancement Paradigm for Implicit Discourse Relation Recognition ↗Fengyu Guo, Ruifang He, Jianwu Dang et al.26 citations
  32. 3D Human Pose Estimation via Explicit Compositional Depth Maps ↗Haiping Wu, Bin Xiao25 citations
  33. AATEAM: Achieving the Ad Hoc Teamwork by Employing the Attention Mechanism ↗Shuo Chen, Ewa Andrejczuk, Zhiguang Cao et al.25 citations
  34. ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations ↗Ekagra Ranjan, Soumya Sanyal, Partha Pratim Talukdar25 citations
  35. Context-Aware Zero-Shot Recognition ↗Ruotian Luo, Ning Zhang, Bohyung Han et al.25 citations
  36. Coupled-View Deep Classifier Learning from Multiple Noisy Annotators ↗Shikun Li, Shiming Ge, Yingying Hua et al.25 citations
  37. DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog ↗Feilong Chen, Fandong Meng, Jiaming Xu et al.25 citations
  38. Dialog State Tracking with Reinforced Data Augmentation ↗Yichun Yin, Lifeng Shang, Xin Jiang et al.25 citations
  39. Distributed Stochastic Gradient Descent with Event-Triggered Communication ↗Jemin George, Prudhvi K. Gurram25 citations
  40. Dynamic Graph Representation for Occlusion Handling in Biometrics ↗Min Ren, Yunlong Wang, Zhenan Sun et al.25 citations
  41. Dynamic Knowledge Routing Network for Target-Guided Open-Domain Conversation ↗Jinghui Qin, Zheng Ye, Jianheng Tang et al.25 citations
  42. Facial Attribute Capsules for Noise Face Super Resolution ↗Jingwei Xin, Nannan Wang, Xinrui Jiang et al.25 citations
  43. Fast and Robust Face-to-Parameter Translation for Game Character Auto-Creation ↗Tianyang Shi, Zhengxia Zuo, Yi Yuan et al.25 citations
  44. Go From the General to the Particular: Multi-Domain Translation with Domain Transformation Networks ↗Yong Wang, Longyue Wang, Shuming Shi et al.25 citations
  45. Going Deep: Graph Convolutional Ladder-Shape Networks ↗Ruiqi Hu, Shirui Pan, Guodong Long et al.25 citations
  46. Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks ↗Yadan Luo, Zi Helen Huang, Zheng Zhang et al.25 citations
  47. Modelling Diversity of Solutions ↗Linnea Ingmar, María García de la Banda, Peter J. Stuckey et al.25 citations
  48. MuMod: A Micro-Unit Connection Approach for Hybrid-Order Community Detection ↗Ling Huang, Hongyang Chao, Quangqiang Xie25 citations
  49. Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation ↗Shaoyue Song, Hongkai Yu, Zhenjiang Miao et al.25 citations
  50. On the Generation of Medical Question-Answer Pairs ↗Sheng Shen, Yaliang Li, Nan Du et al.25 citations
  51. Reduction and Local Search for Weighted Graph Coloring Problem ↗Yiyuan Wang, Shaowei Cai, Shiwei Pan et al.25 citations
  52. Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack ↗Ziwei Guan, Kaiyi Ji, Donald J. Bucci et al.25 citations
  53. Transfer Learning for Anomaly Detection through Localized and Unsupervised Instance Selection ↗Vincent Vercruyssen, Wannes Meert, Jesse J. Davis25 citations
  54. A Learning Based Branch and Bound for Maximum Common Subgraph Related Problems ↗Yanli Liu, Chu-Min Li, Hua Jiang et al.24 citations
  55. Active Learning with Query Generation for Cost-Effective Text Classification ↗Yi-Fan Yan, Sheng-Jun Huang, Shaoyi Chen et al.24 citations
  56. CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation ↗Caterina Lacerra, Michele Bevilacqua, Tommaso Pasini et al.24 citations
  57. Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder ↗Meng-Hsuan Yu, Juntao Li, Danyang Liu et al.24 citations
  58. Dual Adversarial Co-Learning for Multi-Domain Text Classification ↗Yuan Wu, Yuhong Guo24 citations
  59. End-to-End Trainable Non-Collaborative Dialog System ↗Yu Li, Kun Qian, Weiyan Shi et al.24 citations
  60. Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials ↗Christian Perez, Felipe Petroski Such, Theofanis Karaletsos24 citations
  61. Harmonious Coexistence of Structured Weight Pruning and Ternarization for Deep Neural Networks ↗Li Yang, Zhezhi He, Deliang Fan24 citations
  62. LTLƒ Synthesis with Fairness and Stability Assumptions ↗Shufang Zhu, Giuseppe De Giacomo, Geguang Pu et al.24 citations
  63. Label Error Correction and Generation through Label Relationships ↗Zijun Cui, Yong Zhang, Qiang Ji24 citations
  64. Learning and Reasoning for Robot Sequential Decision Making under Uncertainty ↗Saeid Amiri, Mohammad Shokrolah Shirazi, Shiqi Zhang24 citations
  65. Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation ↗Hengyi Cai, Hongshen Chen, Cheng Zhang et al.24 citations
  66. Learning to Deblur Face Images via Sketch Synthesis ↗Songnan Lin, Jiawei Zhang, Jinshan Pan et al.24 citations
  67. Lifted Fact-Alternating Mutex Groups and Pruned Grounding of Classical Planning Problems ↗Daniel Fišer24 citations
  68. M-NAS: Meta Neural Architecture Search ↗Jiaxing Wang, Jiaxiang Wu, Haoli Bai et al.24 citations
  69. On Succinct Groundings of HTN Planning Problems ↗Gregor Behnke, Daniel Höller, Alexander Schmid et al.24 citations
  70. On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks ↗Xiangrui Li, Xin Li, Deng Pan et al.24 citations
  71. Point-Based Methods for Model Checking in Partially Observable Markov Decision Processes ↗Maxime Bouton, Jana Tůmová, Mykel J. Kochenderfer24 citations
  72. Re-Attention for Visual Question Answering ↗Wenya Guo, Ying Zhang, Xiaoping Wu et al.24 citations
  73. Robust Low-Rank Discovery of Data-Driven Partial Differential Equations ↗Jun Li, Gan Sun, Guoshuai Zhao et al.24 citations
  74. R²MRF: Defocus Blur Detection via Recurrently Refining Multi-Scale Residual Features ↗Chang Tang, Xinwang Liu, Xinzhong Zhu et al.24 citations
  75. Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition ↗Peng Hu, Hongyuan Zhu, Xi Peng et al.24 citations
  76. Zero-Shot Text-to-SQL Learning with Auxiliary Task ↗Shuaichen Chang, Pengfei Liu, Yun Tang et al.24 citations
  77. Binarized Neural Architecture Search ↗Hanlin Chen, Li’an Zhuo, Baochang Zhang et al.23 citations
  78. Computing Equilibria in Binary Networked Public Goods Games ↗Sixie Yu, Kai Zhou, Jeffrey Brantingham et al.23 citations
  79. ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System ↗Huangxun Chen, Chenyu Huang, Qianyi Huang et al.23 citations
  80. Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series ↗Tan Zhi‐Xuan, Harold Soh, Desmond C. Ong23 citations
  81. Fast and Efficient Boolean Matrix Factorization by Geometric Segmentation ↗Changlin Wan, Wennan Chang, Tong Zhao et al.23 citations
  82. Graph Representation Learning via Ladder Gamma Variational Autoencoders ↗Arindam Sarkar, Nikhil Mehta, Piyush Rai23 citations
  83. HAMNER: Headword Amplified Multi-Span Distantly Supervised Method for Domain Specific Named Entity Recognition ↗Shifeng Liu, Yifang Sun, Bing Li et al.23 citations
  84. Making Existing Clusterings Fairer: Algorithms, Complexity Results and Insights ↗Ian A. K. Davidson, S. S. Ravi23 citations
  85. Modality-Balanced Models for Visual Dialogue ↗Hyounghun Kim, Hao Xuan Tan, Mohit Bansal23 citations
  86. Modeling Fluency and Faithfulness for Diverse Neural Machine Translation ↗Yang Feng, Wanying Xie, Shuhao Gu et al.23 citations
  87. Multimodal Structure-Consistent Image-to-Image Translation ↗Che-Tsung Lin, Yen-Yi Wu, Po-Hao Hsu et al.23 citations
  88. Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning ↗Yibo Sun, Duyu Tang, Nan Duan et al.23 citations
  89. Online Planner Selection with Graph Neural Networks and Adaptive Scheduling ↗Tengfei Ma, Patrick Ferber, Siyu Huo et al.23 citations
  90. Price of Fairness in Budget Division and Probabilistic Social Choice ↗Marcin Michorzewski, Dominik Peters, Piotr Skowron23 citations
  91. Real-Time Route Search by Locations ↗Lisi Chen, Shuo Shang, Tao Guo23 citations
  92. A New Ensemble Adversarial Attack Powered by Long-Term Gradient Memories ↗Zhaohui Che, Ali Borji, Guangtao Zhai et al.22 citations
  93. A Novel Learning Framework for Sampling-Based Motion Planning in Autonomous Driving ↗Yifan Zhang, Jinghuai Zhang, Jindi Zhang et al.22 citations
  94. Adversary for Social Good: Protecting Familial Privacy through Joint Adversarial Attacks ↗Chetan Kumar, Riazat Ryan, Ming Shao22 citations
  95. An Iterative Polishing Framework Based on Quality Aware Masked Language Model for Chinese Poetry Generation ↗Liming Deng, Jie Wang, Hangming Liang et al.22 citations
  96. FuzzE: Fuzzy Fairness Evaluation of Offensive Language Classifiers on African-American English ↗Anthony Rios22 citations
  97. GSSNN: Graph Smoothing Splines Neural Networks ↗Shichao Zhu, Lewei Zhou, Shirui Pan et al.22 citations
  98. Improving Lives of Indebted Farmers Using Deep Learning: Predicting Agricultural Produce Prices Using Convolutional Neural Networks ↗Hangzhi Guo, Alexander Woodruff, Amulya Yadav22 citations
  99. Improving Neural Relation Extraction with Positive and Unlabeled Learning ↗Zhengqiu He, Wenliang Chen, Yuyi Wang et al.22 citations
  100. Leveraging Title-Abstract Attentive Semantics for Paper Recommendation ↗Guibing Guo, Bo‐Wei Chen, Xiaoyan Zhang et al.22 citations

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