Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers
- Online 3D Bin Packing with Constrained Deep Reinforcement Learning ↗Hang Zhao, Qijin She, Chenyang Zhu et al.147 citations
- Query Rewriting for Horn-SHIQ Plus Rules ↗Thomas Eiter, Magdalena Ortiz, Mantas Šimkus et al.146 citations
- Identity-aware Graph Neural Networks ↗Jiaxuan You, Jonathan M. Gomes-Selman, Rex Ying et al.145 citations
- Noninvasive Self-attention for Side Information Fusion in Sequential Recommendation ↗Chang Liu, Xiaoguang Li, Guohao Cai et al.145 citations
- Rain Streak Removal via Dual Graph Convolutional Network ↗Xueyang Fu, Qi Qi, Zheng-Jun Zha et al.144 citations
- Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach ↗Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa et al.144 citations
- A Robust Bayesian Truth Serum for Small Populations ↗Jens Witkowski, David Parkes143 citations
- Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition ↗Li-Ming Zhao, Xu Yan, Bao‐Liang Lu142 citations
- Visual Pivoting for (Unsupervised) Entity Alignment ↗Fangyu Liu, Muhao Chen, Dan Roth et al.140 citations
- Contrastive Self-supervised Learning for Graph Classification ↗Jiaqi Zeng, Pengtao Xie139 citations
- Preventing Repeated Real World AI Failures by Cataloging Incidents: The AI Incident Database ↗Sean McGregor139 citations
- DenserNet: Weakly Supervised Visual Localization Using Multi-Scale Feature Aggregation ↗Dongfang Liu, Yiming Cui, Liqi Yan et al.138 citations
- Inferring Camouflaged Objects by Texture-Aware Interactive Guidance Network ↗Jinchao Zhu, Xiaoyu Zhang, Shuo Zhang et al.137 citations
- MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation ↗Yu Qiu, Yun Liu, Shijie Li et al.136 citations
- Contrastive Triple Extraction with Generative Transformer ↗Hongbin Ye, Ningyu Zhang, Shumin Deng et al.135 citations
- DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding ↗Zhicheng Wang, Biwei Huang, Shikui Tu et al.135 citations
- Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay ↗Fan Zhou, Chengtai Cao135 citations
- Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation ↗Xueyi Li, Tianfei Zhou, Jianwu Li et al.133 citations
- Provably Secure Federated Learning against Malicious Clients ↗Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong132 citations
- Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud ↗Mutian Xu, Junhao Zhang, Zhipeng Zhou et al.131 citations
- Peer Collaborative Learning for Online Knowledge Distillation ↗Guile Wu, Shaogang Gong131 citations
- Predicting Disease Transmission from Geo-Tagged Micro-Blog Data ↗Adam Sadilek, Henry Kautz, Vincent Silenzio131 citations
- Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification ↗Siyuan Cheng, Yingqi Liu, Shiqing Ma et al.130 citations
- Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs ↗Jiajun Chen, Huarui He, Feng Wu et al.130 citations
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization ↗Quentin Cappart, Thierry Moisan, Louis-Martin Rousseau et al.129 citations
- GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning ↗Krishnateja Killamsetty, Durga Sivasubramanian, Ganesh Ramakrishnan et al.129 citations
- Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks ↗Yongshun Zhang, Xiu-Shen Wei, Boyan Zhou et al.128 citations
- Teaching Tech to Talk: K-12 Conversational Artificial Intelligence Literacy Curriculum and Development Tools ↗Jessica Van Brummelen, Tommy Heng, Viktoriya Tabunshchyk128 citations
- Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances ↗Zhang-Hua Fu, Kai-Bin Qiu, Hongyuan Zha127 citations
- Localization in the Crowd with Topological Constraints ↗Shahira Abousamra, Minh Hoai, Dimitris Samaras et al.127 citations
- Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems ↗Liang Xin, Wen Wu Song, Zhiguang Cao et al.127 citations
- KAN: Knowledge-aware Attention Network for Fake News Detection ↗Yaqian Dun, Kefei Tu, Chen Chen et al.126 citations
- Reinforced Multi-Teacher Selection for Knowledge Distillation ↗Fei Yuan, Linjun Shou, Jian Pei et al.126 citations
- Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation ↗Shuang Li, Fangrui Lv, Binhui Xie et al.125 citations
- FedRec++: Lossless Federated Recommendation with Explicit Feedback ↗Feng Liang, Weike Pan, Zhong Ming124 citations
- DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems ↗Xiangyu Zhao, Changsheng Gu, Haoshenglun Zhang et al.123 citations
- Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing ↗Zhihong Chen, Taiping Yao, Kekai Sheng et al.123 citations
- Occupancy Grid Models for Robot Mapping in Changing Environments ↗Daniel Meyer-Delius, Maximilian Beinhofer, Wolfram Burgard123 citations
- Overcoming Catastrophic Forgetting in Graph Neural Networks ↗Huihui Liu, Yiding Yang, Xinchao Wang123 citations
- TabNet: Attentive Interpretable Tabular Learning ↗Sercan Ö. Arık, Tomas Pfister123 citations
- CrossNER: Evaluating Cross-Domain Named Entity Recognition ↗Zihan Liu, Yan Xu, Tiezheng Yu et al.122 citations
- UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2 ↗Yunyi Yang, Yunhao Li, Xiaojun Quan122 citations
- Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork ↗Gagan Bansal, Besmira Nushi, Ece Semiha Kamar et al.121 citations
- Text-Guided Graph Neural Networks for Referring 3D Instance Segmentation ↗Pin-Hao Huang, Han-Hung Lee, Hwann-Tzong Chen et al.121 citations
- Choosing Linguistics over Vision to Describe Images ↗Ankush Gupta, Yashaswi Verma, C. V. Jawahar120 citations
- Improved Consistency Regularization for GANs ↗Zhengli Zhao, Sameer Kumar Singh, Honglak Lee et al.120 citations
- Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction ↗Yan Dan Lin, Huaiyu Wan, Shengnan Guo et al.120 citations
- Why and What to Teach: AI Curriculum for Elementary School ↗Seonghun Kim, Yeonju Jang, Woojin Kim et al.120 citations
- Generating Chinese Classical Poems with Statistical Machine Translation Models ↗Jing He, Ming Qiu Zhou, Long Jiang119 citations
- Proposal-Free Video Grounding with Contextual Pyramid Network ↗Kun Li, Dan Guo, Meng Wang119 citations
- FCFR-Net: Feature Fusion based Coarse-to-Fine Residual Learning for Depth Completion ↗Lina Liu, Xibin Song, Xiaoyang Lyu et al.118 citations
- GraphMix: Improved Training of GNNs for Semi-Supervised Learning ↗Vikas Verma, Meng Qu, Kenji Kawaguchi et al.118 citations
- Document Summarization Based on Data Reconstruction ↗Zhanying He, Chun Chen, Jiajun Bu et al.117 citations
- Dual Sparse Attention Network For Session-based Recommendation ↗Jiahao Yuan, Zihan Song, Mingyou Sun et al.117 citations
- EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining ↗Qing Guo, Jingyang Sun, Felix Juefei-Xu et al.117 citations
- ALP-KD: Attention-Based Layer Projection for Knowledge Distillation ↗Peyman Passban, Yimeng Wu, Mehdi Rezagholizadeh et al.116 citations
- Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation ↗Beomyoung Kim, SangEun Han, Junmo Kim116 citations
- Learning to Pre-train Graph Neural Networks ↗Yuanfu Lu, Xunqiang Jiang, Yuan Fang et al.116 citations
- BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation ↗Haisheng Su, Weihao Gan, Wei Wu et al.115 citations
- Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise ↗Pengfei Chen, Junjie Ye, Guangyong Chen et al.113 citations
- IDOL: Inertial Deep Orientation-Estimation and Localization ↗Scott Sun, Dennis Melamed, Kris Kitani113 citations
- SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data ↗Shaoli Huang, Xinchao Wang, Dacheng Tao113 citations
- Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud ↗Yachao Zhang, Zonghao Chris Li, Yuan Xie et al.113 citations
- Sequential End-to-end Network for Efficient Person Search ↗Zhengjia Li, Duoqian Miao112 citations
- Temporal ROI Align for Video Object Recognition ↗Tao Gong, Kai Chen, Xinjiang Wang et al.112 citations
- Document-Level Relation Extraction with Reconstruction ↗Xu Wang, Kehai Chen, Tiejun Zhao108 citations
- Improving Sample Efficiency in Model-Free Reinforcement Learning from Images ↗Denis Yarats, Amy Zhang, Ilya Kostrikov et al.108 citations
- Few-shot Font Generation with Localized Style Representations and Factorization ↗Song Park, Sanghyuk Chun, Junbum Cha et al.107 citations
- U-BERT: Pre-training User Representations for Improved Recommendation ↗Zhaopeng Qiu, Xian Wei Wu, Jingyue Gao et al.106 citations
- Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks ↗Rui Cheng, Qing Li105 citations
- SCNet: Training Inference Sample Consistency for Instance Segmentation ↗Thang Vu, Haeyong Kang, Chang D. Yoo104 citations
- SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning ↗Ting Yao, Yiheng Zhang, Zhaofan Qiu et al.104 citations
- Self-Domain Adaptation for Face Anti-Spoofing ↗Jingjing Wang, Jingyi Zhang, Ying Bian et al.104 citations
- Does Explainable Artificial Intelligence Improve Human Decision-Making? ↗Yasmeen Alufaisan, Laura Ranee Marusich, Jonathan Z. Bakdash et al.103 citations
- RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning ↗Peihao Chen, Deng Yuan Huang, Dongliang He et al.103 citations
- Communicative Message Passing for Inductive Relation Reasoning ↗Sijie Mai, Shuangjia Zheng, Yuedong Yang et al.102 citations
- LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification ↗Ting Jiang, Deqing Wang, Leilei Sun et al.102 citations
- FLAME: Differentially Private Federated Learning in the Shuffle Model ↗Ruixuan Liu, Yang Cao, Hong Chen et al.101 citations
- GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting ↗Beibei Wang, Youfang Lin, Shengnan Guo et al.101 citations
- Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation ↗Chao Huang, Jiahui Chen, Lianghao Xia et al.101 citations
- Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models ↗Rongye Shi, Zhaobin Mo, Xuan Sharon Di101 citations
- WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning ↗Qisong Yang, Thiago D. Simão, Simon H. Tindemans et al.101 citations
- FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting ↗Boris N. Oreshkin, Arezou Amini, Lucy Coyle et al.100 citations
- SSPC-Net: Semi-supervised Semantic 3D Point Cloud Segmentation Network ↗Mingmei Cheng, Le Hui, Jin Xie et al.100 citations
- Sample Efficient Reinforcement Learning with REINFORCE ↗Junzi Zhang, Jongho Kim, Brendan O’Donoghue et al.100 citations
- Deep Unsupervised Image Hashing by Maximizing Bit Entropy ↗Yunqiang Li, Jan C. van Gemert99 citations
- Far Out: Predicting Long-Term Human Mobility ↗Adam Sadilek, John C. Krumm99 citations
- Relation-Aware Neighborhood Matching Model for Entity Alignment ↗Yao Zhu, Hongzhi Liu, Zhonghai Wu et al.99 citations
- Tempered Sigmoid Activations for Deep Learning with Differential Privacy ↗Nicolas Papernot, Abhradeep Thakurta, Shuang Song et al.99 citations
- Coordinated Multi-Robot Exploration Under Communication Constraints Using Decentralized Markov Decision Processes ↗Laëtitia Matignon, Laurent Jeanpierre, Abdel‐Illah Mouaddib98 citations
- SDGNN: Learning Node Representation for Signed Directed Networks ↗Junjie Huang, Huawei Shen, Liang Hou et al.98 citations
- Deep Open Intent Classification with Adaptive Decision Boundary ↗Hanlei Zhang, Hua Xu, Ting-En Lin97 citations
- On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning ↗Eoin M. Kenny, Mark T. Keane97 citations
- Transfer Learning in Collaborative Filtering with Uncertain Ratings ↗Weike Pan, Evan Wei Xiang, Qiang Yang97 citations
- Discovering Spammers in Social Networks ↗Yin Feng Zhu, Xiao Wang, Erheng Zhong et al.96 citations
- ET-LDA: Joint Topic Modeling for Aligning Events and their Twitter Feedback ↗Yuheng Hu, Ajita John, Fei Wang et al.96 citations
- Value-Decomposition Multi-Agent Actor-Critics ↗Jianyu Su, Stephen Adams, Peter A. Beling96 citations
- ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation ↗Sicheng Zhao, Yezhen Wang, Bo Li et al.96 citations
- Multi-View Information-Bottleneck Representation Learning ↗Zhibin Wan, Changqing Zhang, Pengfei Zhu et al.95 citations
- Interactive Speech and Noise Modeling for Speech Enhancement ↗Chengyu Zheng, Xiulian Peng, Yuan Zhang et al.94 citations
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