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International Joint Conference on Artificial Intelligence 2020: all accepted papers

800 papers · page 5 of 8 · the most cited first · ← International Joint Conference on Artificial Intelligence 2020

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  1. Generating Reasonable Legal Text through the Combination of Language Modeling and Question Answering ↗Weijing Huang, Xianfeng Liao, Zhiqiang Xie et al.12 citations
  2. Incentive-Compatible Diffusion Auctions ↗Bin Li, Dong Hao, Dengji Zhao12 citations
  3. Label Distribution for Learning with Noisy Labels ↗Yunpeng Liu, Ning Xu, Yu Zhang et al.12 citations
  4. Market Manipulation: An Adversarial Learning Framework for Detection and Evasion ↗Xintong Wang, Michael P. Wellman12 citations
  5. Marthe: Scheduling the Learning Rate Via Online Hypergradients ↗Michele Donini, Luca Franceschi, Orchid Majumder et al.12 citations
  6. Model-Free Real-Time Autonomous Energy Management for a Residential Multi-Carrier Energy System: A Deep Reinforcement Learning Approach ↗Yujian Ye, Dawei Qiu, Jonathan Ward et al.12 citations
  7. Overflow Aware Quantization: Accelerating Neural Network Inference by Low-bit Multiply-Accumulate Operations ↗Hongwei Xie, Yafei Song, Ling Cai et al.12 citations
  8. Partial Adversarial Behavior Deception in Security Games ↗Thanh H. Nguyen, Arunesh Sinha, He He12 citations
  9. Planning Algorithms for Zero-Sum Games with Exponential Action Spaces: A Unifying Perspective ↗Levi H. S. Lelis12 citations
  10. Semi-Markov Reinforcement Learning for Stochastic Resource Collection ↗Sebastian Schmoll, Matthias Schubert12 citations
  11. The Blind Men and the Elephant: Integrated Offline/Online Optimization Under Uncertainty ↗Allegra De Filippo, Michele Lombardi, Michela Milano12 citations
  12. A Fully Rational Account of Structured Argumentation Under Resource Bounds ↗Marcello D’Agostino, Sanjay Modgil11 citations
  13. Balancing Individual Preferences and Shared Objectives in Multiagent Reinforcement Learning ↗Ishan Durugkar, Elad Liebman, Peter Stone11 citations
  14. Delete- and Ordering-Relaxation Heuristics for HTN Planning ↗Daniel Höller, Pascal Bercher, Gregor Behnke11 citations
  15. Discrete Biorthogonal Wavelet Transform Based Convolutional Neural Network for Atrial Fibrillation Diagnosis from Electrocardiogram ↗Qingsong Xie, Shikui Tu, Guoxing Wang et al.11 citations
  16. E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation ↗Meng Lan, Yipeng Zhang, Qinning Xu et al.11 citations
  17. Enriching Documents with Compact, Representative, Relevant Knowledge Graphs ↗Shuxin Li, Zixian Huang, Gong Cheng et al.11 citations
  18. Exploring Bilingual Parallel Corpora for Syntactically Controllable Paraphrase Generation ↗Mingtong Liu, Erguang Yang, Deyi Xiong et al.11 citations
  19. Forecasting Avian Migration Patterns using a Deep Bidirectional RNN Augmented with an Auxiliary Task ↗Kehinde Owoeye11 citations
  20. How Causal Structural Knowledge Adds Decision-Support in Monitoring of Automotive Body Shop Assembly Lines ↗Johannes Huegle, Christopher Hagedorn, Matthias Uflacker11 citations
  21. Learning From Multi-Dimensional Partial Labels ↗Haobo Wang, Weiwei Liu, Yang Zhao et al.11 citations
  22. Learning Large Logic Programs By Going Beyond Entailment ↗Andrew Cropper, Sebastijan Dumančić11 citations
  23. Learning and Solving Regular Decision Processes ↗Eden Abadi, Ronen I. Brafman11 citations
  24. NuCDS: An Efficient Local Search Algorithm for Minimum Connected Dominating Set ↗Bohan Li, Xindi Zhang, Shaowei Cai et al.11 citations
  25. Optimal Margin Distribution Machine for Multi-Instance Learning ↗Teng Zhang, Hai Jin11 citations
  26. Social Network Analysis using RLVECN: Representation Learning via Knowledge-Graph Embeddings and Convolutional Neural-Network ↗Bonaventure C. Molokwu, Ziad Kobti11 citations
  27. Synthesizing strategies under expected and exceptional environment behaviors ↗Benjamin Aminof, Giuseppe De Giacomo, Alessio R. Lomuscio et al.11 citations
  28. The Behavioral Sign of Account Theft: Realizing Online Payment Fraud Alert ↗Cheng Wang11 citations
  29. A Bi-level Formulation for Label Noise Learning with Spectral Cluster Discovery ↗Yijing Luo, Bo Han, Chen Gong10 citations
  30. Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training ↗Haochen Shi, Siliang Tang, Xiaotao Gu et al.10 citations
  31. An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles ↗Niklas Åkerblom, Yuxin Chen, Morteza Haghir Chehreghani10 citations
  32. Auxiliary Template-Enhanced Generative Compatibility Modeling ↗Jinhuan Liu, Xuemeng Song, Zhaochun Ren et al.10 citations
  33. Binary Classification from Positive Data with Skewed Confidence ↗Kazuhiko Shinoda, Hirotaka Kaji, Masashi Sugiyama10 citations
  34. Budgeted Facility Location Games with Strategic Facilities ↗Minming Li, Chenhao Wang, Mengqi Zhang10 citations
  35. Developing an Integrated Model of Speech Entrainment ↗Rivka Levitan10 citations
  36. DualSMC: Tunneling Differentiable Filtering and Planning under Continuous POMDPs ↗Yunbo Wang, Bo Liu, Jiajun Wu et al.10 citations
  37. Fine-Grained View on Bribery for Group Identification ↗Niclas Boehmer, Robert Bredereck, Dušan Knop et al.10 citations
  38. Goal Recognition Design - Survey ↗Sarah Keren, Avigdor Gal, Erez Karpas10 citations
  39. Independent Skill Transfer for Deep Reinforcement Learning ↗Qiangxing Tian, Guanchu Wang, Jinxin Liu et al.10 citations
  40. I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning ↗Rundong Wang, Runsheng Yu, Bo An et al.10 citations
  41. Logics of Allies and Enemies: A Formal Approach to the Dynamics of Social Balance Theory ↗Wiebe van der Hoek, Louwe B. Kuijer, Yì Wáng10 citations
  42. MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics ↗Mohammadamin Barekatain, Ryo Yonetani, Masashi Hamaya10 citations
  43. Neural Machine Translation with Error Correction ↗Kaitao Song, Xu Tan, Jianfeng Lu10 citations
  44. Non-monotone DR-submodular Maximization over General Convex Sets ↗Christoph Dürr, Nguyễn Kim Thắng, Abhinav Srivastav et al.10 citations
  45. Predicting Landslides Using Locally Aligned Convolutional Neural Networks ↗Ainaz Hajimoradlou, Gioachino Roberti, David Poole10 citations
  46. Proportionality in Approval-Based Elections With a Variable Number of Winners ↗Rupert Freeman, Anson Kahng, David M. Pennock10 citations
  47. Reducing Underflow in Mixed Precision Training by Gradient Scaling ↗Rongxuan Zhao, Brian Vogel, Tanvir Ahmed et al.10 citations
  48. Story Embedding: Learning Distributed Representations of Stories based on Character Networks (Extended Abstract) ↗O‐Joun Lee, Jason J. Jung10 citations
  49. Sybil-proof Answer Querying Mechanism ↗Yao Zhang, Xiuzhen Zhang, Dengji Zhao10 citations
  50. The Complexity Landscape of Resource-Constrained Scheduling ↗Robert Ganian, Thekla Hamm, Guillaume Mescoff10 citations
  51. Understanding the Power and Limitations of Teaching with Imperfect Knowledge ↗Rati Devidze, Farnam Mansouri, Luis Haug et al.10 citations
  52. Unsupervised Multilingual Alignment using Wasserstein Barycenter ↗Xin Lian, Kshitij Jain, Jakub Truszkowski et al.10 citations
  53. Aggregating Crowd Wisdom with Side Information via a Clustering-based Label-aware Autoencoder ↗Liang Yin, Yunfei Liu, Weinan Zhang et al.9 citations
  54. Closing the Loop: Bringing Humans into Empirical Computational Social Choice and Preference Reasoning ↗Nicholas Mattei9 citations
  55. Combinatorial Multi-Armed Bandits with Concave Rewards and Fairness Constraints ↗Huanle Xu, Yang Liu, Wing Cheong Lau et al.9 citations
  56. Constrained Policy Improvement for Efficient Reinforcement Learning ↗Elad Sarafian, Aviv Tamar, Sarit Kraus9 citations
  57. Dress like an Internet Celebrity: Fashion Retrieval in Videos ↗Hongrui Zhao, Jin Yu, Yanan Li et al.9 citations
  58. Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering ↗Tao Shen, Xiubo Geng, Guodong Long et al.9 citations
  59. Entity Synonym Discovery via Multipiece Bilateral Context Matching ↗Chenwei Zhang, Yaliang Li, Nan Du et al.9 citations
  60. Fair Division of Time: Multi-layered Cake Cutting ↗Hadi Hosseini, Ayumi Igarashi, Andrew Searns9 citations
  61. Inferring Degrees from Incomplete Networks and Nonlinear Dynamics ↗Chunheng Jiang, Jianxi Gao, Malik Magdon‐Ismail9 citations
  62. Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs ↗Saaduddin Mahmud, Md. Mosaddek Khan, Moumita Choudhury et al.9 citations
  63. On the Complexity of Winner Verification and Candidate Winner for Multiwinner Voting Rules ↗Chinmay Sonar, Palash Dey, Neeldhara Misra9 citations
  64. On the Enumeration of Association Rules: A Decomposition-based Approach ↗Yacine Izza, Saïd Jabbour, Badran Raddaoui et al.9 citations
  65. Optimal Policy for Deployment of Machine Learning Models on Energy-Bounded Systems ↗Seyed Iman Mirzadeh, Hassan G Ghasemzadeh9 citations
  66. Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization ↗Yi Zhou, Zhe Wang, Kaiyi Ji et al.9 citations
  67. Simultaneous Arrival Matching for New Spatial Crowdsourcing Platforms ↗Boyang Li, Yurong Cheng, Ye Yuan et al.9 citations
  68. Soft Threshold Ternary Networks ↗Weixiang Xu, Xiangyu He, Tianli Zhao et al.9 citations
  69. Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks ↗Yawen Huang, Feng Zheng, Danyang Wang et al.9 citations
  70. Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization ↗Wei Niu, Pu Zhao, Zheng Zhan et al.9 citations
  71. Two-stage Behavior Cloning for Spoken Dialogue System in Debt Collection ↗Zihao Wang, Jia Liu, Hengbin Cui et al.9 citations
  72. A Complete Characterization of Projectivity for Statistical Relational Models ↗Manfred Jaeger, Oliver Schulte8 citations
  73. A Quantum-inspired Entropic Kernel for Multiple Financial Time Series Analysis ↗Lu Bai, Lixin Cui, Yue Wang et al.8 citations
  74. Computational Aspects of Conditional Minisum Approval Voting in Elections with Interdependent Issues ↗Evangelos Markakis, Georgios Papasotiropoulos8 citations
  75. Consistent Domain Structure Learning and Domain Alignment for 2D Image-Based 3D Objects Retrieval ↗Yuting Su, Yuqian Li, Dan Song et al.8 citations
  76. Ddo, a Generic and Efficient Framework for MDD-Based Optimization ↗Xavier Gillard, Pierre Schaus, Vianney Coppé8 citations
  77. Discrete Embedding for Latent Networks ↗Hong Tao Yang, Ling Chen, Minglong Lei et al.8 citations
  78. Ethics, Prosperity, and Society: Moral Evaluation Using Virtue Ethics and Utilitarianism ↗Aditya Hegde, Vibhav Agarwal, Shrisha Rao8 citations
  79. Exemplar Guided Neural Dialogue Generation ↗Hengyi Cai, Hongshen Chen, Yonghao Song et al.8 citations
  80. Fast and Parallel Decomposition of Constraint Satisfaction Problems ↗Georg Gottlob, Cem Okulmus, Reinhard Pichler8 citations
  81. Financial Risk Prediction with Multi-Round Q&A Attention Network ↗Zhen Ye, Yu Wei Qin, Wei Xiang Xu8 citations
  82. Generating Natural Counterfactual Visual Explanations ↗Wenqi Zhao, Satoshi Oyama, Masahito Kurihara8 citations
  83. GeoGebra and the realgeom Reasoning Tool. ↗Róbert Vajda, Zoltán Kovács8 citations
  84. Handling Black Swan Events in Deep Learning with Diversely Extrapolated Neural Networks ↗Maxime Wabartha, Audrey Durand, Vincent François-Lavet et al.8 citations
  85. I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations ↗Xufang Luo, Qi Meng, Di He et al.8 citations
  86. Knowledge-Based Regularization in Generative Modeling ↗Naoya Takeishi, Yoshinobu Kawahara8 citations
  87. Maximizing the Spread of an Opinion in Few Steps: Opinion Diffusion in Non-Binary Networks ↗Robert Bredereck, Lilian Jacobs, Leon Kellerhals8 citations
  88. On Computational Aspects of Iterated Belief Change ↗Nicolas Schwind, Sébastien Konieczny, Jean-Marie Lagniez et al.8 citations
  89. On Robustness in Qualitative Constraint Networks ↗Michael Sioutis, Zhiguo Long, Tomi Janhunen8 citations
  90. Online Portfolio Selection with Cardinality Constraint and Transaction Costs based on Contextual Bandit ↗Mengying Zhu, Xiaolin Zheng, Yan Wang et al.8 citations
  91. Online Positive and Unlabeled Learning ↗Chuang Zhang, Chen Gong, Tengfei Liu et al.8 citations
  92. Positive Unlabeled Learning with Class-prior Approximation ↗Shizhen Chang, Bo Du, Liangpei Zhang8 citations
  93. Potential Driven Reinforcement Learning for Hard Exploration Tasks ↗Enmin Zhao, Shihong Deng, Yifan Zang et al.8 citations
  94. RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task ↗Yu Zeng, Yan Gao, Jiaqi Guo et al.8 citations
  95. Risk-Averse Trust Region Optimization for Reward-Volatility Reduction ↗Lorenzo Bisi, Luca Sabbioni, Edoardo Vittori et al.8 citations
  96. Smart Voting ↗Rachael Colley, Umberto Grandi, Arianna Novaro8 citations
  97. Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution ↗Sankalp Garg, Navodita Sharma, Woojeong Jin et al.8 citations
  98. The Competitive Effects of Variance-based Pricing ↗Ludwig Dierks, Sven Seuken8 citations
  99. An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems ↗Roy Assaf, Ioana Giurgiu, Jonas Pfefferle et al.7 citations
  100. Automatic Emergency Diagnosis with Knowledge-Based Tree Decoding ↗Ke Wang, Xuyan Chen, Ning Chen et al.7 citations

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