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# Proceedings of the AAAI Conference on Artificial Intelligence 2021: all accepted papers

2,330 papers · page 10 of 24 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2021](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2021/)

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901. **[Deep Epidemiological Modeling by Black-box Knowledge Distillation: An Accurate Deep Learning Model for COVID-19 ↗](https://doi.org/10.1609/aaai.v35i17.17812)**Dongdong Wang, Shunpu Zhang, Liqiang Wang*20 citations*
902. **[Deep Metric Learning with Self-Supervised Ranking ↗](https://doi.org/10.1609/aaai.v35i2.16226)**Zheren Fu, Yan Li, Zhendong Mao et al.*20 citations*
903. **[Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression ↗](https://doi.org/10.1609/aaai.v26i1.8300)**Lijun Zhang, Rong Jin, Chun Chen et al.*20 citations*
904. **[Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing ↗](https://doi.org/10.1609/aaai.v35i14.17544)**Qingbao Huang, Mingyi Fu, Linzhang Mo et al.*20 citations*
905. **[GradingNet: Towards Providing Reliable Supervisions for Weakly Supervised Object Detection by Grading the Box Candidates ↗](https://doi.org/10.1609/aaai.v35i2.16261)**Qifei Jia, Shikui Wei, Tao Ruan et al.*20 citations*
906. **[Identifying Adverse Drug Events by Relational Learning ↗](https://doi.org/10.1609/aaai.v26i1.8332)**David Page, Vı́tor Santos Costa, Sriraam Natarajan et al.*20 citations*
907. **[Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods ↗](https://doi.org/10.1609/aaai.v35i11.17192)**Nicholay Topin, Stephanie Milani, Fei Fang et al.*20 citations*
908. **[Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler ↗](https://doi.org/10.1609/aaai.v35i12.17250)**Jianwen Xie, Zilong Zheng, Ping Li*20 citations*
909. **[Learning Non-Stationary Space-Time Models for Environmental Monitoring ↗](https://doi.org/10.1609/aaai.v26i1.8166)**Sahil Garg, Amarjeet Singh, Fabio Tozeto Ramos*20 citations*
910. **[Learning from the Best: Rationalizing Predictions by Adversarial Information Calibration ↗](https://doi.org/10.1609/aaai.v35i15.17623)**Lei Sha, Oana-Maria Camburu, Thomas Lukasiewicz*20 citations*
911. **[Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning ↗](https://doi.org/10.1609/aaai.v35i4.16422)**Fengxiang Yang, Zhun Zhong, Hong Liu et al.*20 citations*
912. **[Maximum Roaming Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v35i10.17125)**Lucas Pascal, Pietro Michiardi A, Xavier Bost et al.*20 citations*
913. **[Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions ↗](https://doi.org/10.1609/aaai.v35i11.17148)**Xiaoting Shao, Arseny Skryagin, Wolfgang Stammer et al.*20 citations*
914. **[Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View ↗](https://doi.org/10.1609/aaai.v35i15.17583)**Tianyu Liu, Xin Wei Zheng, Baobao Chang et al.*20 citations*
915. **[A Novel and Scalable Spatio-Temporal Technique for Ocean Eddy Monitoring ↗](https://doi.org/10.1609/aaai.v26i1.8181)**James H. Faghmous, Yashu Chamber, Shyam Boriah et al.*19 citations*
916. **[A Unified Taylor Framework for Revisiting Attribution Methods ↗](https://doi.org/10.1609/aaai.v35i13.17365)**Huiqi Deng, Na Zou, Mengnan Du et al.*19 citations*
917. **[Adaptive Pattern-Parameter Matching for Robust Pedestrian Detection ↗](https://doi.org/10.1609/aaai.v35i3.16313)**Mengyin Liu, Chao Zhu, Jun Wang et al.*19 citations*
918. **[Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles ↗](https://doi.org/10.1609/aaai.v35i9.16955)**Bo Huang, Zhiwei Ke, Yi Wang et al.*19 citations*
919. **[Automated Strategies for Determining Rewards for Human Work ↗](https://doi.org/10.1609/aaai.v26i1.8336)**Amos Azaria, Yonatan Aumann, Sarit Kraus*19 citations*
920. **[Confidence-aware Non-repetitive Multimodal Transformers for TextCaps ↗](https://doi.org/10.1609/aaai.v35i4.16389)**Zhaokai Wang, Renda Bao, Qi Wu et al.*19 citations*
921. **[Differentiable Fluids with Solid Coupling for Learning and Control ↗](https://doi.org/10.1609/aaai.v35i7.16764)**Tetsuya Takahashi, Junbang Liang, Yi-Ling Qiao et al.*19 citations*
922. **[Explanation Consistency Training: Facilitating Consistency-Based Semi-Supervised Learning with Interpretability ↗](https://doi.org/10.1609/aaai.v35i9.16934)**Tao Han, Wei-Wei Tu, Yu-Feng Li*19 citations*
923. **[FL-MSRE: A Few-Shot Learning based Approach to Multimodal Social Relation Extraction ↗](https://doi.org/10.1609/aaai.v35i15.17639)**Hai Wan, Manrong Zhang, Jianfeng Du et al.*19 citations*
924. **[Harmonized Dense Knowledge Distillation Training for Multi-Exit Architectures ↗](https://doi.org/10.1609/aaai.v35i11.17225)**Xinglu Wang, Yingming Li*19 citations*
925. **[IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization ↗](https://doi.org/10.1609/aaai.v35i16.17718)**Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren*19 citations*
926. **[LIREx: Augmenting Language Inference with Relevant Explanations ↗](https://doi.org/10.1609/aaai.v35i16.17708)**Xinyan Zhao, V. G. Vinod Vydiswaran*19 citations*
927. **[Learning Graphons via Structured Gromov-Wasserstein Barycenters ↗](https://doi.org/10.1609/aaai.v35i12.17257)**Hongteng Xu, Dixin Luo, Lawrence Carin et al.*19 citations*
928. **[Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting ↗](https://doi.org/10.1609/aaai.v35i10.17115)**Boris N. Oreshkin, Dmitri Carpov, Nicolas Chapados et al.*19 citations*
929. **[Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video Retrieval ↗](https://doi.org/10.1609/aaai.v35i2.16192)**Qingchao Chen, Yang Liu, Samuel Albanie*19 citations*
930. **[Neural Architecture Search as Sparse Supernet ↗](https://doi.org/10.1609/aaai.v35i12.17243)**Yan Xiang Wu, Aoming Liu, Zhiwu Huang et al.*19 citations*
931. **[NeuralAC: Learning Cooperation and Competition Effects for Match Outcome Prediction ↗](https://doi.org/10.1609/aaai.v35i5.16528)**Yin Gu, Qi Liu, Kai Zhang et al.*19 citations*
932. **[Optical Flow Estimation from a Single Motion-blurred Image ↗](https://doi.org/10.1609/aaai.v35i2.16172)**Dawit Mureja Argaw, Junsik Kim, François Rameau et al.*19 citations*
933. **[Optimal Auctions for Spiteful Bidders ↗](https://doi.org/10.1609/aaai.v26i1.8235)**Pingzhong Tang, Tüomas Sandholm*19 citations*
934. **[Task Cooperation for Semi-Supervised Few-Shot Learning ↗](https://doi.org/10.1609/aaai.v35i12.17277)**Han-Jia Ye, Xinchun Li, De‐Chuan Zhan*19 citations*
935. **[Transportability of Causal Effects: Completeness Results ↗](https://doi.org/10.1609/aaai.v26i1.8232)**Elias Bareinboim, Judea Pearl*19 citations*
936. **[Tree-Based Solution Methods for Multiagent POMDPs with Delayed Communication ↗](https://doi.org/10.1609/aaai.v26i1.8257)**Frans Adriaan Oliehoek, Matthijs T. J. Spaan*19 citations*
937. **[Using Sliding Windows to Generate Action Abstractions in Extensive-Form Games ↗](https://doi.org/10.1609/aaai.v26i1.8401)**John Hawkin, Robert C. Holte, Duane Szafron*19 citations*
938. **[A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking ↗](https://doi.org/10.1609/aaai.v35i15.17636)**Hongyin Tang, Xingwu Sun, Beihong Jin et al.*18 citations*
939. **[A Context Aware Approach for Generating Natural Language Attacks ↗](https://doi.org/10.1609/aaai.v35i18.17916)**Rishabh Maheshwary, Saket Maheshwary, Vikram Pudi*18 citations*
940. **[A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training ↗](https://doi.org/10.1609/aaai.v35i15.17585)**Yongkang Liu, Shi Feng, Daling Wang et al.*18 citations*
941. **[Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v35i9.16922)**Li Gao, Lefei Zhang, Qian Zhang*18 citations*
942. **[Certifying Parity Reasoning Efficiently Using Pseudo-Boolean Proofs ↗](https://doi.org/10.1609/aaai.v35i5.16494)**Stephan Gocht, Jakob Nordstr”öm*18 citations*
943. **[Clinical Trial of an AI-Augmented Intervention for HIV Prevention in Youth Experiencing Homelessness ↗](https://doi.org/10.1609/aaai.v35i17.17754)**Bryan Wilder, Laura Onasch‐Vera, Graham DiGuiseppi et al.*18 citations*
944. **[Ensemble Feature Weighting Based on Local Learning and Diversity ↗](https://doi.org/10.1609/aaai.v26i1.8275)**Yun Li, Shijie Gao, Songcan Chen*18 citations*
945. **[Exacting Social Events for Tweets Using a Factor Graph ↗](https://doi.org/10.1609/aaai.v26i1.8350)**Xiaohua Liu, Xiangyang Zhou, Zhongyang Fu et al.*18 citations*
946. **[Ideography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification ↗](https://doi.org/10.1609/aaai.v35i15.17637)**Hanqing Tao, Shiwei Tong, Kun Zhang et al.*18 citations*
947. **[Incentive-Aware PAC Learning ↗](https://doi.org/10.1609/aaai.v35i6.16726)**Hanrui Zhang, Vincent Conitzer*18 citations*
948. **[Incremental Embedding Learning via Zero-Shot Translation ↗](https://doi.org/10.1609/aaai.v35i11.17229)**Kun Wei, Cheng Dan Deng, Xu Yang et al.*18 citations*
949. **[Investigating the Effectiveness of Laplacian-Based Kernels in Hub Reduction ↗](https://doi.org/10.1609/aaai.v26i1.8295)**Ikumi Suzuki, Kazuo Hara, Masashi Shimbo et al.*18 citations*
950. **[Joint-Label Learning by Dual Augmentation for Time Series Classification ↗](https://doi.org/10.1609/aaai.v35i10.17071)**Qianli Ma, Zhenjing Zheng, Jiawei Zheng et al.*18 citations*
951. **[Lagrangian Relaxation Techniques for Scalable Spatial Conservation Planning ↗](https://doi.org/10.1609/aaai.v26i1.8170)**Akshat Kumar, Xiaojian Wu, Shlomo Zilberstein B*18 citations*
952. **[Learning Local Neighboring Structure for Robust 3D Shape Representation ↗](https://doi.org/10.1609/aaai.v35i2.16229)**Zhongpai Gao, Junchi Yan, Guangtao Zhai et al.*18 citations*
953. **[Low-Rank Registration Based Manifolds for Convection-Dominated PDEs ↗](https://doi.org/10.1609/aaai.v35i1.16116)**Rambod Mojgani, Maciej J. Balajewicz*18 citations*
954. **[MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification ↗](https://doi.org/10.1609/aaai.v35i16.17657)**Te-Lin Wu, Shikhar Singh, Sayan Paul et al.*18 citations*
955. **[Multi-view Inference for Relation Extraction with Uncertain Knowledge ↗](https://doi.org/10.1609/aaai.v35i15.17563)**Bo Li, Wei Ye, Canming Huang et al.*18 citations*
956. **[Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling ↗](https://doi.org/10.1609/aaai.v35i12.17252)**Huaqing Xiong, Tengyu Xu, Yingbin Liang et al.*18 citations*
957. **[Possible Winners in Noisy Elections ↗](https://doi.org/10.1609/aaai.v26i1.8255)**Krzysztof Wojtas, Piotr Faliszewski*18 citations*
958. **[Predicting Livelihood Indicators from Community-Generated Street-Level Imagery ↗](https://doi.org/10.1609/aaai.v35i1.16101)**Jihyeon Lee, Dylan Grosz, Burak Uzkent et al.*18 citations*
959. **[Querying Linked Ontological Data through Distributed Summarization ↗](https://doi.org/10.1609/aaai.v26i1.8118)**Achille Fokoue, Felipe Rech Meneguzzi, Murat Şensoy et al.*18 citations*
960. **[Regularizing Attention Networks for Anomaly Detection in Visual Question Answering ↗](https://doi.org/10.1609/aaai.v35i3.16279)**Doyup Lee, Yeongjae Cheon, Wook-Shin Han*18 citations*
961. **[Robust Spatio-Temporal Purchase Prediction via Deep Meta Learning ↗](https://doi.org/10.1609/aaai.v35i5.16556)**Huiling Qin, Songyu Ke, Xiaodu Yang et al.*18 citations*
962. **[SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations ↗](https://doi.org/10.1609/aaai.v35i8.16909)**Haozhe Feng, Kezhi Kong, Minghao Chen et al.*18 citations*
963. **[Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v35i11.17211)**Binghui Wang, Jinyuan Jia, Neil Zhenqiang Gong*18 citations*
964. **[Simple and Effective Stochastic Neural Networks ↗](https://doi.org/10.1609/aaai.v35i4.16436)**Tianyuan Yu, Yongxin Yang, Da Li et al.*18 citations*
965. **[Span-Based Event Coreference Resolution ↗](https://doi.org/10.1609/aaai.v35i15.17591)**Jing Juan Lu, Vincent Ng*18 citations*
966. **[TaLNet: Voice Reconstruction from Tongue and Lip Articulation with Transfer Learning from Text-to-Speech Synthesis ↗](https://doi.org/10.1609/aaai.v35i16.17693)**Jingxuan Zhang, Korin Richmond, Zhen-Hua Ling et al.*18 citations*
967. **[Transformer-Style Relational Reasoning with Dynamic Memory Updating for Temporal Network Modeling ↗](https://doi.org/10.1609/aaai.v35i5.16583)**Dongkuan Xu, Junjie Liang, Wei Dong Cheng et al.*18 citations*
968. **[Twitter Event Summarization by Exploiting Semantic Terms and Graph Network ↗](https://doi.org/10.1609/aaai.v35i17.17802)**Quanzhi Li, Qiong Zhang*18 citations*
969. **[Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport ↗](https://doi.org/10.1609/aaai.v35i10.17072)**Tengfei Ma, Jie Chen*18 citations*
970. **[A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation ↗](https://doi.org/10.1609/aaai.v35i7.16752)**Ervine Zheng, Qi Yu, Rui Li et al.*17 citations*
971. **[A Fast Exact Algorithm for the Resource Constrained Shortest Path Problem ↗](https://doi.org/10.1609/aaai.v35i14.17450)**Saman Ahmadi, Guido Tack, Daniel Harabor et al.*17 citations*
972. **[A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization ↗](https://doi.org/10.1609/aaai.v35i2.16256)**Ashraful Islam, Chengjiang Long, Richard J. Radke*17 citations*
973. **[Adaptive Knowledge Driven Regularization for Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v35i10.17067)**Zhaojing Luo, Shaofeng Cai, Can Cui et al.*17 citations*
974. **[Amata: An Annealing Mechanism for Adversarial Training Acceleration ↗](https://doi.org/10.1609/aaai.v35i12.17278)**Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou et al.*17 citations*
975. **[An End-to-End Solution for Named Entity Recognition in eCommerce Search ↗](https://doi.org/10.1609/aaai.v35i17.17773)**Xiang Cheng, Mitchell Bowden, Bhushan Ramesh Bhange et al.*17 citations*
976. **[Argument Mining Driven Analysis of Peer-Reviews ↗](https://doi.org/10.1609/aaai.v35i6.16607)**Michael Fromm, Evgeniy Faerman, Max Berrendorf et al.*17 citations*
977. **[Artificial Dummies for Urban Dataset Augmentation ↗](https://doi.org/10.1609/aaai.v35i3.16373)**Antonín Vobecký, David Hurych, Michal Uřičář et al.*17 citations*
978. **[Asking the Right Questions: Learning Interpretable Action Models Through Query Answering ↗](https://doi.org/10.1609/aaai.v35i13.17428)**Pulkit Verma, Shashank Rao Marpally, Siddharth Srivastava*17 citations*
979. **[Continuous-Time Attention for Sequential Learning ↗](https://doi.org/10.1609/aaai.v35i8.16875)**Jen‐Tzung Chien, Yi‐Hsiang Chen*17 citations*
980. **[Cutting to the Core of Pseudo-Boolean Optimization: Combining Core-Guided Search with Cutting Planes Reasoning ↗](https://doi.org/10.1609/aaai.v35i5.16492)**Jo Devriendt, Stephan Gocht, Emir Demirović et al.*17 citations*
981. **[DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues ↗](https://doi.org/10.1609/aaai.v35i14.17551)**Qi Jia, Hongru Huang, Kenny Qili Zhu*17 citations*
982. **[Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering ↗](https://doi.org/10.1609/aaai.v35i6.16625)**Antoine Bosselut, Ronan Joseph Le Bras, Yejin Choi*17 citations*
983. **[Efficient Deep Image Denoising via Class Specific Convolution ↗](https://doi.org/10.1609/aaai.v35i4.16412)**Lu Xu, Jiawei Zhang, Xuanye Cheng et al.*17 citations*
984. **[Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation ↗](https://doi.org/10.1609/aaai.v35i3.16302)**Yan-Bo Lin, Yu-Chiang Frank Wang*17 citations*
985. **[Finding Diverse Trees, Paths, and More ↗](https://doi.org/10.1609/aaai.v35i5.16495)**Tesshu Hanaka, Yasuaki Kobayashi, Kazuhiro Kurita et al.*17 citations*
986. **[Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v35i6.16619)**Arijit Sehanobish, Neal G. Ravindra, David van Dijk*17 citations*
987. **[Gene Regulatory Network Inference as Relaxed Graph Matching ↗](https://doi.org/10.1609/aaai.v35i11.17230)**Deborah A. Weighill, Marouen Ben Guebila, Camila M. Lopes‐Ramos et al.*17 citations*
988. **[General Policies, Representations, and Planning Width ↗](https://doi.org/10.1609/aaai.v35i13.17398)**Blai Bonet, Héctor Geffner*17 citations*
989. **[Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation ↗](https://doi.org/10.1609/aaai.v35i4.16409)**Chenxin Xu, Siheng Chen, Maosen Li et al.*17 citations*
990. **[Juice: A Julia Package for Logic and Probabilistic Circuits ↗](https://doi.org/10.1609/aaai.v35i18.17999)**Meihua Dang, Pasha Khosravi, Yitao Liang et al.*17 citations*
991. **[Neighborhood Consensus Networks for Unsupervised Multi-view Outlier Detection ↗](https://doi.org/10.1609/aaai.v35i8.16873)**Li Cheng, Yijie Wang, Xinwang Liu*17 citations*
992. **[Neural Relational Inference with Efficient Message Passing Mechanisms ↗](https://doi.org/10.1609/aaai.v35i8.16868)**Siyuan Chen, Jiahai Wang, Guoqing Li*17 citations*
993. **[Neural Sentence Ordering Based on Constraint Graphs ↗](https://doi.org/10.1609/aaai.v35i16.17722)**Yutao Zhu, Kun Zhou, Jian‐Yun Nie et al.*17 citations*
994. **[On the Verification of Neural ODEs with Stochastic Guarantees ↗](https://doi.org/10.1609/aaai.v35i13.17372)**Sophie Gruenbacher, Ramin Hasani, Mathias Lechner et al.*17 citations*
995. **[Online Kernel Selection: Algorithms and Evaluations ↗](https://doi.org/10.1609/aaai.v26i1.8298)**Tianbao Yang, Mehrdad Mahdavi, Rong Jin et al.*17 citations*
996. **[PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding ↗](https://doi.org/10.1609/aaai.v35i5.16522)**Zhu-Mu Chen, Mi-Yen Yeh, Tei‐Wei Kuo*17 citations*
997. **[PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs ↗](https://doi.org/10.1609/aaai.v35i11.17154)**Zhengyang Shen, Tiancheng Shen, Zhouchen Lin et al.*17 citations*
998. **[Predicting Satisfiability at the Phase Transition ↗](https://doi.org/10.1609/aaai.v26i1.8142)**Lin Xu, Holger H. Hoos, Kevin Leyton‐Brown*17 citations*
999. **[Progressive One-shot Human Parsing ↗](https://doi.org/10.1609/aaai.v35i2.16243)**Haoyu He, Jing Zhang, Bhavani M. Thuraisingham et al.*17 citations*
1000. **[Quantum Exploration Algorithms for Multi-Armed Bandits ↗](https://doi.org/10.1609/aaai.v35i11.17212)**Daochen Wang, Xuchen You, Tongyang Li et al.*17 citations*

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