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International Joint Conference on Artificial Intelligence 2020: all accepted papers

800 papers · page 2 of 8 · the most cited first · ← International Joint Conference on Artificial Intelligence 2020

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  1. DropNAS: Grouped Operation Dropout for Differentiable Architecture Search ↗Weijun Hong, Guilin Li, Weinan Zhang et al.56 citations
  2. Non-Autoregressive Image Captioning with Counterfactuals-Critical Multi-Agent Learning ↗Longteng Guo, Jing Liu, Xinxin Zhu et al.55 citations
  3. Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem ↗Jipeng Zhang, Roy Ka-Wei Lee, Ee‐Peng Lim et al.55 citations
  4. Towards Explainable Conversational Recommendation ↗Zhongxia Chen, Xiting Wang, Xing Xie et al.55 citations
  5. Robustness of Autoencoders for Anomaly Detection Under Adversarial Impact ↗Adam Goodge, Bryan Hooi, See Kiong Ng et al.54 citations
  6. SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation ↗Siddhartha Gairola, Mayur Hemani, Ayush Chopra et al.54 citations
  7. Adversarial Graph Embeddings for Fair Influence Maximization over Social Networks ↗M. Amin Khajehnejad, Ahmad Asgharian Rezaei, Mahmoudreza Babaei et al.53 citations
  8. Internal and Contextual Attention Network for Cold-start Multi-channel Matching in Recommendation ↗Ruobing Xie, Zhijie Qiu, Jun Rao et al.53 citations
  9. Self-adaptive Re-weighted Adversarial Domain Adaptation ↗Shanshan Wang, Lei Zhang53 citations
  10. Guided Generation of Cause and Effect ↗Zhongyang Li, Xiao Ding, Ting Liu et al.52 citations
  11. On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification ↗Xin Liu, Jiefu Ou, Yangqiu Song et al.52 citations
  12. Relation-Aware Transformer for Portfolio Policy Learning ↗Ke Xu, Yifan Zhang, Deheng Ye et al.52 citations
  13. Intention2Basket: A Neural Intention-driven Approach for Dynamic Next-basket Planning ↗Shoujin Wang, Liang Hu, Yan Wang et al.51 citations
  14. DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling ↗Penghao Sun, Zehua Guo, Junchao Wang et al.50 citations
  15. Inductive Link Prediction for Nodes Having Only Attribute Information ↗Yu Hao, Xin Cao, Yixiang Fang et al.50 citations
  16. Learning Latent Forests for Medical Relation Extraction ↗Zhijiang Guo, Guoshun Nan, Wei Lu et al.50 citations
  17. Multi-scale Two-way Deep Neural Network for Stock Trend Prediction ↗Guang Liu, Yuzhao Mao, Qi Sun et al.50 citations
  18. Text Style Transfer via Learning Style Instance Supported Latent Space ↗Xiaoyuan Yi, Zhenghao Liu, Wenhao Li et al.50 citations
  19. UniTrans : Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data ↗Qianhui Wu, Zijia Lin, Börje F. Karlsson et al.50 citations
  20. Unsupervised Vehicle Re-identification with Progressive Adaptation ↗Jinjia Peng, Yang Wang, Huibing Wang et al.50 citations
  21. An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins ↗Lu Zhang, Zhu Sun, Jie Zhang et al.49 citations
  22. Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation ↗Shuo Zhang, Lei Xie49 citations
  23. Modeling Dense Cross-Modal Interactions for Joint Entity-Relation Extraction ↗Shan Zhao, Minghao Hu, Zhiping Cai et al.49 citations
  24. Two-Phase Hypergraph Based Reasoning with Dynamic Relations for Multi-Hop KBQA ↗Jiale Han, Bo Hao Cheng, Xu Wang49 citations
  25. Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base ↗Yongrui Chen, Huiying Li, Yuncheng Hua et al.48 citations
  26. Diagnosing the Environment Bias in Vision-and-Language Navigation ↗Yubo Zhang, Hao Xuan Tan, Mohit Bansal47 citations
  27. Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings ↗Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin et al.47 citations
  28. Knowledge Graphs Enhanced Neural Machine Translation ↗Yang Zhao, Jiajun Zhang, Zhou Yu et al.46 citations
  29. Pure-Past Linear Temporal and Dynamic Logic on Finite Traces ↗Giuseppe De Giacomo, Antonio Di Stasio, Francesco Fuggitti et al.46 citations
  30. Crowd-Steer: Realtime Smooth and Collision-Free Robot Navigation in Densely Crowded Scenarios Trained using High-Fidelity Simulation ↗Jing Liang, Utsav Patel, Adarsh Jagan Sathyamoorthy et al.45 citations
  31. Human Gaze Assisted Artificial Intelligence: A Review ↗Ruohan Zhang, Akanksha Saran, Bo Liu et al.45 citations
  32. MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product ↗Zhichao Huang, Xutao Li, Yunming Ye et al.45 citations
  33. Real-Time Dispatching of Large-Scale Ride-Sharing Systems: Integrating Optimization, Machine Learning, and Model Predictive Control ↗Connor Riley, Pascal Van Hentenryck, Enpeng Yuan45 citations
  34. Robust Market Making via Adversarial Reinforcement Learning ↗Thomas Spooner, Rahul Savani45 citations
  35. Towards Alleviating Traffic Congestion: Optimal Route Planning for Massive-Scale Trips ↗Ke Li, Lisi Chen, Shuo Shang45 citations
  36. TransRHS: A Representation Learning Method for Knowledge Graphs with Relation Hierarchical Structure ↗Fuxiang Zhang, Xin Wang, Zhao Li et al.45 citations
  37. Unsupervised Domain Adaptation with Dual-Scheme Fusion Network for Medical Image Segmentation ↗Danbing Zou, Qikui Zhu, Pingkun Yan45 citations
  38. FNNC: Achieving Fairness through Neural Networks ↗Manisha Padala, Sujit Gujar44 citations
  39. Generalized Zero-Shot Text Classification for ICD Coding ↗Congzheng Song, Shanghang Zhang, Najmeh Sadoughi et al.44 citations
  40. Learning for Graph Matching and Related Combinatorial Optimization Problems ↗Junchi Yan, Shuang Yang, Edwin R. Hancock44 citations
  41. Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation ↗GuanHua Chen, Yun Chen, Yong Wang et al.44 citations
  42. Neural Tensor Model for Learning Multi-Aspect Factors in Recommender Systems ↗Huiyuan Chen, Jing Li44 citations
  43. Partial Multi-Label Learning via Multi-Subspace Representation ↗Ziwei Li, Gengyu Lyu, Songhe Feng44 citations
  44. Learning Personalized Itemset Mapping for Cross-Domain Recommendation ↗Yinan Zhang, Yong Liu, Peng Han et al.43 citations
  45. MergeNAS: Merge Operations into One for Differentiable Architecture Search ↗Xiaoxing Wang, Chao Xue, Junchi Yan et al.43 citations
  46. Global Structure and Local Semantics-Preserved Embeddings for Entity Alignment ↗Hao Nie, Xianpei Han, Le Sun et al.42 citations
  47. Hierarchical Multi-task Learning for Organization Evaluation of Argumentative Student Essays ↗Wei Song, Ziyao Song, Lizhen Liu et al.42 citations
  48. Implementing Theory of Mind on a Robot Using Dynamic Epistemic Logic ↗Lasse Dissing, Thomas Bolander42 citations
  49. An End-to-End Optimal Trade Execution Framework based on Proximal Policy Optimization ↗Siyu Lin, Peter A. Beling40 citations
  50. Evidence-Aware Hierarchical Interactive Attention Networks for Explainable Claim Verification ↗Lianwei Wu, Yuan Rao, Xiong Yang et al.40 citations
  51. Semi-Dynamic Hypergraph Neural Network for 3D Pose Estimation ↗Shengyuan Liu, Pei Lv, Yuzhen Zhang et al.40 citations
  52. Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model ↗Junwen Bai, Shufeng Kong, Carla Pedro Gomes38 citations
  53. Recent Developments in Boolean Matrix Factorization ↗Pauli Miettinen, Stefan Neumann38 citations
  54. Relation-Based Counterfactual Explanations for Bayesian Network Classifiers ↗Emanuele Albini, Antonio Rago, Pietro Baroni et al.38 citations
  55. Set and Rebase: Determining the Semantic Graph Connectivity for Unsupervised Cross-Modal Hashing ↗Weiwei Wang, Yuming Shen, Haofeng Zhang et al.38 citations
  56. A Multi-player Game for Studying Federated Learning Incentive Schemes ↗Kang Loon Ng, Zichen Chen, Zelei Liu et al.37 citations
  57. Collaboration Based Multi-Label Propagation for Fraud Detection ↗Haobo Wang, Zhao Li, Jiaming Huang et al.37 citations
  58. Pay Attention to Devils: A Photometric Stereo Network for Better Details ↗Yakun Ju, Kin‐Man Lam, Yang Chen et al.37 citations
  59. Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation ↗Jinglin Liu, Yi Ren, Xu Tan et al.37 citations
  60. Disentangled Feature Learning Network for Vehicle Re-Identification ↗Yan Bai, Yihang Lou, Yongxing Dai et al.36 citations
  61. Dual Policy Distillation ↗Kwei-Herng Lai, Daochen Zha, Yuening Li et al.36 citations
  62. F-HMTC: Detecting Financial Events for Investment Decisions Based on Neural Hierarchical Multi-Label Text Classification ↗Xin Liang, Dawei Cheng, Fangzhou Yang et al.36 citations
  63. Intelligent Virtual Machine Provisioning in Cloud Computing ↗Chuan Wen Luo, Bo Qiao, Xin Chen et al.36 citations
  64. Polar Relative Positional Encoding for Video-Language Segmentation ↗Ke Ning, Lingxi Xie, Fei Qing Wu et al.36 citations
  65. Progressive Domain-Independent Feature Decomposition Network for Zero-Shot Sketch-Based Image Retrieval ↗Xinxun Xu, Muli Yang, Yanhua Yang et al.36 citations
  66. Self-paced Consensus Clustering with Bipartite Graph ↗Peng Zhou, Liang Du, Xuejun Li36 citations
  67. Efficient Deep Reinforcement Learning via Adaptive Policy Transfer ↗Tianpei Yang, Jianye Hao, Zhaopeng Meng et al.35 citations
  68. Generating Person Images with Appearance-aware Pose Stylizer ↗Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng et al.35 citations
  69. Learning Optimal Decision Trees with MaxSAT and its Integration in AdaBoost ↗Hao Hu, Mohamed Siala, Emmanuel Hébrard et al.35 citations
  70. The Knowledge Acquisition Bottleneck Problem in Multilingual Word Sense Disambiguation ↗Tommaso Pasini35 citations
  71. Label-Attended Hashing for Multi-Label Image Retrieval ↗Yanzhao Xie, Yu Liu, Yangtao Wang et al.34 citations
  72. RLCard: A Platform for Reinforcement Learning in Card Games ↗Daochen Zha, Kwei-Herng Lai, Songyi Huang et al.34 citations
  73. Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning ↗Ying Wen, Yaodong Yang, Yi-Xiang Wang33 citations
  74. TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact ↗Sixing Wu, Ying Li, Dawei Zhang et al.33 citations
  75. Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets ↗Cong Fei, Bin Wang, Yuzheng Zhuang et al.33 citations
  76. Unsupervised Monocular Visual-inertial Odometry Network ↗Wei Peng, Guoliang Hua, Weibo Huang et al.33 citations
  77. Explanation Perspectives from the Cognitive Sciences — A Survey ↗Ramya Srinivasan, Ajay Chander32 citations
  78. Learning the Compositional Visual Coherence for Complementary Recommendations ↗Zhi Li, Bo Wu, Qi Liu et al.32 citations
  79. Motif-Preserving Temporal Network Embedding ↗Hong Huang, Zixuan Fang, Xiao Wang et al.32 citations
  80. NLocalSAT: Boosting Local Search with Solution Prediction ↗Wenjie Zhang, Zeyu Sun, Qihao Zhu et al.32 citations
  81. Recurrent Relational Memory Network for Unsupervised Image Captioning ↗Dan Guo, Yang Wang, Peipei Song et al.32 citations
  82. A Survey on Representation Learning for User Modeling ↗Sheng Li, Handong Zhao31 citations
  83. Coloring Graph Neural Networks for Node Disambiguation ↗George Dasoulas, Ludovic Dos Santos, Kevin Scaman et al.31 citations
  84. Exploiting Visual Semantic Reasoning for Video-Text Retrieval ↗Zerun Feng, Zhimin Zeng, Caili Guo et al.31 citations
  85. From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information ↗Shen Gao, Xiuying Chen, Zhaochun Ren et al.31 citations
  86. Learning Neural-Symbolic Descriptive Planning Models via Cube-Space Priors: The Voyage Home (to STRIPS) ↗Masataro Asai, Christian Muise31 citations
  87. MuLaN: Multilingual Label propagatioN for Word Sense Disambiguation ↗Edoardo Barba, Luigi Procopio, Niccolò Campolungo et al.31 citations
  88. Structured Probabilistic End-to-End Learning from Crowds ↗Zhijun Chen, Huimin Wang, Hailong Sun et al.31 citations
  89. Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation ↗Yiyang Zhang, Feng Liu, Zhen Fang et al.30 citations
  90. Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability ↗Deng Pan, Xiangrui Li, Xin Li et al.30 citations
  91. Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective ↗Luís C. Lamb, Artur d’Avila Garcez, Marco Gori et al.30 citations
  92. KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge ↗Peng Zhang, Jianye Hao, Weixun Wang et al.30 citations
  93. MAPS: Multi-Agent reinforcement learning-based Portfolio management System. ↗Jinho Lee, Raehyun Kim, Seok-Won Yi et al.30 citations
  94. Multi-Channel Graph Neural Networks ↗Kaixiong Zhou, Qingquan Song, Xiao Xia Huang et al.30 citations
  95. Participatory Budgeting with Project Interactions ↗Pallavi Jain, Krzysztof Sornat, Nimrod Talmon30 citations
  96. Tensor-based multi-view label enhancement for multi-label learning ↗Fangwen Zhang, Xiuyi Jia, Weiwei Li30 citations
  97. WEFE: The Word Embeddings Fairness Evaluation Framework ↗Pablo Badilla, Felipe Bravo-Márquez, Jorge Eduardo Pérez Pérez30 citations
  98. A Graph-based Interactive Reasoning for Human-Object Interaction Detection ↗Dongming Yang, Yuexian Zou29 citations
  99. Diffusion Variational Autoencoders ↗Luis A. Pérez Rey, Vlado Menkovski, Jim Portegies29 citations
  100. End-to-End Transition-Based Online Dialogue Disentanglement ↗Hui Liu, Zhan Shi, Jia-Chen Gu et al.29 citations

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