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International Joint Conference on Artificial Intelligence 2017: all accepted papers

822 papers · page 2 of 9 · the most cited first · ← International Joint Conference on Artificial Intelligence 2017

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  1. Forecast the Plausible Paths in Crowd Scenes ↗Hang Su, Jun Zhu, Yinpeng Dong et al.70 citations
  2. No Pizza for You: Value-based Plan Selection in BDI Agents ↗Stephen Cranefield, Michael Winikoff, Virginia Dignum et al.69 citations
  3. Self-paced Convolutional Neural Networks ↗Hao Li, Maoguo Gong69 citations
  4. Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift ↗Yang Lu, Yiu‐ming Cheung, Yuan Yan Tang68 citations
  5. Reinforcement Learning with a Corrupted Reward Channel ↗Tom Everitt, Victoria Krakovna, Laurent Orseau et al.68 citations
  6. Deceptive Path-Planning ↗Peta Masters, Sebastian Sardiña66 citations
  7. Reconstruction-based Unsupervised Feature Selection: An Embedded Approach ↗Jundong Li, Jiliang Tang, Huan Liu66 citations
  8. Scalable Normalized Cut with Improved Spectral Rotation ↗Xiaojun Chen, Feiping Nie, Joshua Zhexue Huang et al.65 citations
  9. Context Attentive Bandits: Contextual Bandit with Restricted Context ↗Djallel Bouneffouf, Irina Rish, Guillermo Cecchi et al.64 citations
  10. DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning ↗Xiaodong Gu, Hongyu Zhang, Dongmei Zhang et al.62 citations
  11. End-to-End Prediction of Buffer Overruns from Raw Source Code via Neural Memory Networks ↗Minje Choi, Sehun Jeong, Hakjoo Oh et al.62 citations
  12. From Automation to Autonomous Systems: A Legal Phenomenology with Problems of Accountability ↗Ugo Pagallo62 citations
  13. Lessons from the Amazon Picking Challenge: Four Aspects of Building Robotic Systems ↗Clemens Eppner, Sebastian Höfer, Rico Jonschkowski et al.62 citations
  14. When Will Negotiation Agents Be Able to Represent Us? The Challenges and Opportunities for Autonomous Negotiators ↗Tim Baarslag, Michael Kaisers, Enrico Gerding et al.62 citations
  15. Aggregating Crowd Wisdoms with Label-aware Autoencoders ↗Liang Yin, Jianhua Han, Weinan Zhang et al.61 citations
  16. A Generalized Recurrent Neural Architecture for Text Classification with Multi-Task Learning ↗Honglun Zhang, Liqiang Xiao, Yongkun K. Wang et al.60 citations
  17. Fair Division of a Graph ↗Sylvain Bouveret, Katarı́na Cechlárová, Edith Elkind et al.60 citations
  18. Fashion Style Generator ↗Shuhui Jiang, Yun Fu60 citations
  19. MAT: A Multimodal Attentive Translator for Image Captioning ↗Chang Liu, Fuchun Sun, Changhu Wang et al.60 citations
  20. Cost-Effective Active Learning from Diverse Labelers ↗Sheng-Jun Huang, Jia-Lve Chen, Xin Mu et al.59 citations
  21. On Thompson Sampling and Asymptotic Optimality ↗Jan Leike, Tor Lattimore, Laurent Orseau et al.59 citations
  22. Robust Softmax Regression for Multi-class Classification with Self-Paced Learning ↗Yazhou Ren, Peng Zhao, Yongpan Sheng et al.59 citations
  23. Accelerated Local Anomaly Detection via Resolving Attributed Networks ↗Ninghao Liu, Xiao Xia Huang, Xia Hu58 citations
  24. An Effective Learnt Clause Minimization Approach for CDCL SAT Solvers ↗Mao Kang Luo, Chu-Min Li, Fan Xiao et al.58 citations
  25. Efficient Label Contamination Attacks Against Black-Box Learning Models ↗Mengchen Zhao, Bo An, Wei Gao et al.58 citations
  26. Multi-Task Deep Reinforcement Learning for Continuous Action Control ↗Zhaoyang Yang, Kathryn Elizabeth Merrick, Hussein A. Abbass et al.58 citations
  27. Synthesizing Samples for Zero-shot Learning ↗Yuchen Guo, Guiguang Ding, Jungong Han et al.58 citations
  28. Discriminative Deep Hashing for Scalable Face Image Retrieval ↗Jie Lin, Zechao Li, Jinhui Tang57 citations
  29. Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation ↗Yuguang Yan, Wen Li, Michael K. Ng et al.56 citations
  30. Deep Graphical Feature Learning for Face Sketch Synthesis ↗Mingrui Zhu, Nannan Wang, Xinbo Gao et al.55 citations
  31. Efficient Inexact Proximal Gradient Algorithm for Nonconvex Problems ↗Quanming Yao, James Tin-Yau Kwok, Fei Gao et al.55 citations
  32. Towards Understanding the Invertibility of Convolutional Neural Networks ↗Anna C. Gilbert, Yi Zhang, Kibok Lee et al.55 citations
  33. What Can You Do with a Rock? Affordance Extraction via Word Embeddings ↗Nancy Fulda, Daniel J. Ricks, Ben Murdoch et al.55 citations
  34. Cross-modal Common Representation Learning by Hybrid Transfer Network ↗Xin Huang, Yuxin Peng, Mingkuan Yuan54 citations
  35. Deep-dense Conditional Random Fields for Object Co-segmentation ↗Zehuan Yuan, Tong Lü, Yirui Wu54 citations
  36. Strategically knowing how ↗Raul Fervari, Andreas Herzig, Yanjun Li et al.54 citations
  37. Microblog Sentiment Classification via Recurrent Random Walk Network Learning ↗Zhou Li Zhao, Hanqing Lu, Deng Cai et al.53 citations
  38. On Automating the Doctrine of Double Effect ↗Naveen Sundar Govindarajulu, Selmer Bringsjord53 citations
  39. Reinforcement mechanism design ↗Pingzhong Tang53 citations
  40. SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation ↗Chenwei Cai, Ruining He, Julian McAuley52 citations
  41. Summary: Multi-Agent Path Finding with Kinematic Constraints ↗Wolfgang Hönig, T. K. Satish Kumar, Liron Cohen et al.52 citations
  42. Predicting Tomorrow’s Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation ↗Natasha Jaques, Ognjen Oggi Rudovic, Sara Taylor et al.51 citations
  43. Adaptive Manifold Regularized Matrix Factorization for Data Clustering ↗Lefei Zhang, Qian Zhang, Bo Du et al.50 citations
  44. Diverse Weighted Bipartite b-Matching ↗Faez Ahmed, John P. Dickerson, Mark Fuge50 citations
  45. Fast Change Point Detection on Dynamic Social Networks ↗Yu Wang, Aniket Chakrabarti, David J. Sivakoff et al.50 citations
  46. Front-to-End Bidirectional Heuristic Search with Near-Optimal Node Expansions ↗Jingwei Chen, Robert C. Holte, Sandra Zilles et al.50 citations
  47. Incomplete Label Distribution Learning ↗Miao Xu, Zhi‐Hua Zhou50 citations
  48. Joint Training for Pivot-based Neural Machine Translation ↗Yong Cheng, Qian Yang, Yang Liu et al.50 citations
  49. Learning Sentence Representation with Guidance of Human Attention ↗Shaonan Wang, Jiajun Zhang, Chengqing Zong50 citations
  50. Learning deep structured network for weakly supervised change detection ↗Salman H. Khan, Xuming He, Fatih Porikli et al.50 citations
  51. Object Recognition with and without Objects ↗Zhuotun Zhu, Lingxi Xie, Alan Yuille50 citations
  52. Proportional Rankings ↗Piotr Skowron, Martin Lackner, Markus Brill et al.50 citations
  53. Tag Disentangled Generative Adversarial Network for Object Image Re-rendering ↗Chaoyue Wang, Chaohui Wang, Chang Xu et al.50 citations
  54. A Group-Based Personalized Model for Image Privacy Classification and Labeling ↗Haoti Zhong, Anna Squicciarini, David Miller et al.48 citations
  55. Interactive Narrative Personalization with Deep Reinforcement Learning ↗Pengcheng Wang, Jonathan Rowe, Wookhee Min et al.48 citations
  56. Learning Conversational Systems that Interleave Task and Non-Task Content ↗Yu Zhou, Alexander I. Rudnicky, Alan W. Black48 citations
  57. Multi-Positive and Unlabeled Learning ↗Yixing Xu, Chang Xu, Chao Xu et al.48 citations
  58. SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition ↗Wenqiang Lei, Xuancong Wang, Meichun Liu et al.48 citations
  59. Semi-Supervised Deep Hashing with a Bipartite Graph ↗Xinyu Yan, Lijun Zhang, Wu-Jun Li48 citations
  60. Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming ↗Buser Say, Ga Wu, Yu Zhou et al.47 citations
  61. Semi-Supervised Learning for Surface EMG-based Gesture Recognition ↗Yu Du, Yongkang Wong, Wenguang Jin et al.47 citations
  62. Swift Logic for Big Data and Knowledge Graphs ↗Luigi Bellomarini, Georg Gottlob, Andréas Pieris et al.47 citations
  63. Coordinated Versus Decentralized Exploration In Multi-Agent Multi-Armed Bandits ↗Mithun Chakraborty, Kai Yee Phoebe Chua, Sanmay Das et al.46 citations
  64. Exploring Personalized Neural Conversational Models ↗Satwik Kottur, Xiaoyu Wang, Vitor Carvalho46 citations
  65. Should Robots be Obedient? ↗Smitha Milli, Dylan Hadfield-Menell, Anca D. Dragan et al.46 citations
  66. Aggressive, Tense or Shy? Identifying Personality Traits from Crowd Videos ↗Aniket Bera, Tanmay Randhavane, Dinesh Manocha45 citations
  67. Angle Principal Component Analysis ↗Qianqian Wang, Quanxue Gao, Xinbo Gao et al.45 citations
  68. Orthogonal and Nonnegative Graph Reconstruction for Large Scale Clustering ↗Junwei Han, Kai Xiong, Feiping Nie45 citations
  69. Tag-Aware Personalized Recommendation Using a Hybrid Deep Model ↗Zhenghua Xu, Thomas Lukasiewicz, Cheng Chen et al.45 citations
  70. An Admissible HTN Planning Heuristic ↗Pascal Bercher, Gregor Behnke, Daniel Höller et al.44 citations
  71. Don't Bury your Head in Warnings: A Game-Theoretic Approach for Intelligent Allocation of Cyber-security Alerts ↗Aaron Schlenker, Haifeng Xu, Mina Guirguis et al.44 citations
  72. Understanding and Exploiting Language Diversity ↗Fausto Giunchiglia, Khuyagbaatar Batsuren, Gábor Bella44 citations
  73. Deep Multi-species Embedding ↗Di Chen, Yexiang Xue, Daniel Fink et al.43 citations
  74. Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection ↗Guansong Pang, Longbing Cao, Ling Chen et al.42 citations
  75. Lexical Sememe Prediction via Word Embeddings and Matrix Factorization ↗Ruobing Xie, Xingchi Yuan, Zhiyuan Liu et al.42 citations
  76. Purely Declarative Action Descriptions are Overrated: Classical Planning with Simulators ↗Guillem Marca Francés, Miquel Ramírez, Nir Lipovetzky et al.42 citations
  77. The Condorcet Principle for Multiwinner Elections: From Shortlisting to Proportionality ↗Haris Aziz, Edith Elkind, Piotr Faliszewski et al.42 citations
  78. Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer ↗Seungwhan Moon, Jaime Carbonell41 citations
  79. Joint Capped Norms Minimization for Robust Matrix Recovery ↗Feiping Nie, Zhouyuan Huo, Heng Huang41 citations
  80. Object Allocation via Swaps along a Social Network ↗Laurent Gourvès, Julien Lesca, Anaëlle Wilczynski41 citations
  81. Training Group Orthogonal Neural Networks with Privileged Information ↗Yunpeng Chen, Xiaojie Jin, Jiashi Feng et al.41 citations
  82. Heuristic Online Goal Recognition in Continuous Domains ↗Mor Vered, Gal A. Kaminka39 citations
  83. Importance-Aware Semantic Segmentation for Autonomous Driving System ↗Bike Chen, Chen Gong, Jian Jun Yang39 citations
  84. Improving Reinforcement Learning with Confidence-Based Demonstrations ↗Zhaodong Wang, Matthew Edmund Taylor39 citations
  85. Large-scale Online Kernel Learning with Random Feature Reparameterization ↗Tu Dinh Nguyen, Trung Le, Hung Bui et al.39 citations
  86. Online Decision-Making for Scalable Autonomous Systems ↗Kyle Hollins Wray, Stefan Witwicki, Shlomo Zilberstein B39 citations
  87. Single-Pass PCA of Large High-Dimensional Data ↗Wenjian Yu, Yu Gu, Jian Li et al.39 citations
  88. Temporal Planning for Compilation of Quantum Approximate Optimization Circuits ↗Davide Venturelli, Minh Do, Eleanor Gilbert Rieffel et al.39 citations
  89. Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach ↗Huayu Li, Yong Ge, Defu Lian et al.38 citations
  90. Multiwinner Rules on Paths From k-Borda to Chamberlin–Courant ↗Piotr Faliszewski, Piotr Skowron, Arkadii M. Slinko et al.38 citations
  91. Why Can't You Convince Me? Modeling Weaknesses in Unpersuasive Arguments ↗Isaac Persing, Vincent Ng38 citations
  92. Efficient Computation of Extensions for Dynamic Abstract Argumentation Frameworks: An Incremental Approach ↗Gianvincenzo Alfano, Sergio Greco, Francesco Parisi37 citations
  93. Game Engine Learning from Video ↗Matthew Guzdial, Boyang Li, Mark Riedl37 citations
  94. Hierarchical Feature Selection with Recursive Regularization ↗Hong Zhao, Pengfei Zhu, Ping Wang et al.37 citations
  95. Saliency Guided End-to-End Learning for Weakly Supervised Object Detection ↗Baisheng Lai, Xiaojin Gong37 citations
  96. Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks ↗He Jiang, Yangqiu Song, Chenguang Wang et al.37 citations
  97. Strong Syntax Splitting for Iterated Belief Revision ↗Gabriele Kern-Isberner, Gerhard Brewka37 citations
  98. Transfer Learning in Multi-Armed Bandits: A Causal Approach ↗Junzhe Zhang, Elias Bareinboim37 citations
  99. Unsupervised Learning of Deep Feature Representation for Clustering Egocentric Actions ↗Bharat Lal Bhatnagar, Suriya Singh, Chetan Arora et al.37 citations
  100. Fair and Efficient Social Choice in Dynamic Settings ↗Rupert Freeman, Seyed Majid Zahedi, Vincent Conitzer36 citations

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