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

2,330 papers · page 12 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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1101. **[Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League ↗](https://doi.org/10.1609/aaai.v26i1.8246)**Patrick Lucey, Alina Bialkowski, Peter Carr et al.*14 citations*
1102. **[Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation ↗](https://doi.org/10.1609/aaai.v35i11.17216)**Kaihong Wang, Chenhongyi Yang, Margrit Betke*14 citations*
1103. **[Contextualized Rewriting for Text Summarization ↗](https://doi.org/10.1609/aaai.v35i14.17487)**Guangsheng Bao, Yue Zhang*14 citations*
1104. **[Deep Contextual Clinical Prediction with Reverse Distillation ↗](https://doi.org/10.1609/aaai.v35i1.16099)**Rohan Kodialam, Rebecca Peyser Boiarsky, Justin Lim et al.*14 citations*
1105. **[DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis ↗](https://doi.org/10.1609/aaai.v35i1.16125)**Md Mahmudur Rahman, Koji Matsuo, Shinya Matsuzaki et al.*14 citations*
1106. **[Efficient Folded Attention for Medical Image Reconstruction and Segmentation ↗](https://doi.org/10.1609/aaai.v35i12.17298)**Hang Zhang, Jinwei Zhang, Rongguang Wang et al.*14 citations*
1107. **[Efficient License Plate Recognition via Holistic Position Attention ↗](https://doi.org/10.1609/aaai.v35i4.16457)**Yesheng Zhang, Zilei Wang, Jiafan Zhuang*14 citations*
1108. **[Estimating Calibrated Individualized Survival Curves with Deep Learning ↗](https://doi.org/10.1609/aaai.v35i1.16098)**Fahad Kamran, Jenna Wiens*14 citations*
1109. **[Exact Reduction of Huge Action Spaces in General Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i10.17074)**Sultan Javed Majeed, Marcus Hütter*14 citations*
1110. **[Exploiting Relationship for Complex-scene Image Generation ↗](https://doi.org/10.1609/aaai.v35i2.16250)**Tianyu Hua, Hongdong Zheng, Yalong Bai et al.*14 citations*
1111. **[Fast and Compact Bilinear Pooling by Shifted Random Maclaurin ↗](https://doi.org/10.1609/aaai.v35i4.16435)**Tan Yu, Xiaoyun Li, Ping Li*14 citations*
1112. **[GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal Babbling ↗](https://doi.org/10.1609/aaai.v35i13.17400)**Rohan Chitnis, Tom Silver, Joshua B. Tenenbaum et al.*14 citations*
1113. **[Hierarchical Information Passing Based Noise-Tolerant Hybrid Learning for Semi-Supervised Human Parsing ↗](https://doi.org/10.1609/aaai.v35i3.16319)**Yunan Liu, Shanshan Zhang, Jian Jun Yang et al.*14 citations*
1114. **[Improving Fairness and Privacy in Selection Problems ↗](https://doi.org/10.1609/aaai.v35i9.16986)**Mohammad Mahdi Khalili, Xueru Zhang, Mahed Abroshan et al.*14 citations*
1115. **[Information Set Generation in Partially Observable Games ↗](https://doi.org/10.1609/aaai.v26i1.8146)**Mark Richards, Eyal Amir A*14 citations*
1116. **[Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders ↗](https://doi.org/10.1609/aaai.v35i1.16164)**Arun Das, Jeffrey R. Mock, Yufei Huang et al.*14 citations*
1117. **[Large Batch Optimization for Deep Learning Using New Complete Layer-Wise Adaptive Rate Scaling ↗](https://doi.org/10.1609/aaai.v35i9.16962)**Zhouyuan Huo, Bin Gu, Heng Huang*14 citations*
1118. **[Learning to Cascade: Confidence Calibration for Improving the Accuracy and Computational Cost of Cascade Inference Systems ↗](https://doi.org/10.1609/aaai.v35i8.16900)**Shohei Enomoro, Takeharu Eda*14 citations*
1119. **[Mirror Perspective-Taking with a Humanoid Robot ↗](https://doi.org/10.1609/aaai.v26i1.8389)**Justin Hart, Brian Scassellati*14 citations*
1120. **[More the Merrier: Towards Multi-Emotion and Intensity Controllable Response Generation ↗](https://doi.org/10.1609/aaai.v35i14.17517)**Mauajama Firdaus, Hardik Chauhan, Asif Ekbal et al.*14 citations*
1121. **[NASGEM: Neural Architecture Search via Graph Embedding Method ↗](https://doi.org/10.1609/aaai.v35i8.16872)**Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang et al.*14 citations*
1122. **[Object-Centric Image Generation from Layouts ↗](https://doi.org/10.1609/aaai.v35i3.16368)**Tristan Sylvain, Pengchuan Zhang, Yoshua Bengio et al.*14 citations*
1123. **[On Exploiting Hitting Sets for Model Reconciliation ↗](https://doi.org/10.1609/aaai.v35i7.16807)**Stylianos Loukas Vasileiou, Alessandro Previti, William Yeoh*14 citations*
1124. **[Optimization and Controlled Systems: A Case Study on Thermal Aware Workload Dispatching ↗](https://doi.org/10.1609/aaai.v26i1.8138)**Andrea Giorgio Bartolini, Michele Lombardi, Michela Milano et al.*14 citations*
1125. **[PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning ↗](https://doi.org/10.1609/aaai.v35i1.16141)**Qin Wang, Boyuan Wang, Zhenlei Xu et al.*14 citations*
1126. **[Perception Score: A Learned Metric for Open-ended Text Generation Evaluation ↗](https://doi.org/10.1609/aaai.v35i14.17526)**Jing Gu, Qingyang Wu, Zhou Yu*14 citations*
1127. **[Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science ↗](https://doi.org/10.1609/aaai.v35i12.17247)**Ziyu Xiang, Mingzhou Fan, Guillermo Vázquez Tovar et al.*14 citations*
1128. **[RSGNet: Relation based Skeleton Graph Network for Crowded Scenes Pose Estimation ↗](https://doi.org/10.1609/aaai.v35i2.16206)**Yan Dai, Xuanhan Wang, Lianli Gao et al.*14 citations*
1129. **[RainBench: Towards Data-Driven Global Precipitation Forecasting from Satellite Imagery ↗](https://doi.org/10.1609/aaai.v35i17.17749)**Christian Schroeder de Witt, Catherine Tong, Valentina Zantedeschi et al.*14 citations*
1130. **[SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation ↗](https://doi.org/10.1609/aaai.v35i4.16446)**Jiabin Zhang, Zheng Dong Zhu, Jiwen Lu et al.*14 citations*
1131. **[Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning ↗](https://doi.org/10.1609/aaai.v35i8.16863)**Chao Chen, Dongsheng Li, Junchi Yan et al.*14 citations*
1132. **[Segatron: Segment-Aware Transformer for Language Modeling and Understanding ↗](https://doi.org/10.1609/aaai.v35i14.17485)**He Bai, Peng Shi, Jimmy Lin et al.*14 citations*
1133. **[StarNet: towards Weakly Supervised Few-Shot Object Detection ↗](https://doi.org/10.1609/aaai.v35i2.16268)**Leonid Karlinsky, Joseph Shtok, Amit Alfassy et al.*14 citations*
1134. **[Static-Dynamic Interaction Networks for Offline Signature Verification ↗](https://doi.org/10.1609/aaai.v35i3.16284)**Huan Li, Ping Wei, Ping Hu*14 citations*
1135. **[The Deployment-to-Saturation Ratio in Security Games ↗](https://doi.org/10.1609/aaai.v26i1.8268)**Manish Jain, Kevin Leyton‐Brown, Milind Tambe*14 citations*
1136. **[The Maximin Support Method: An Extension of the D’Hondt Method to Approval-Based Multiwinner Elections ↗](https://doi.org/10.1609/aaai.v35i6.16714)**Luis Sánchez Fernández, Norberto Fernández, Jesús Arias Fisteus et al.*14 citations*
1137. **[The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement ↗](https://doi.org/10.1609/aaai.v35i15.17565)**Mingzhe Li, Xiuying Chen, Min Yang et al.*14 citations*
1138. **[Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder ↗](https://doi.org/10.1609/aaai.v35i15.17634)**Yajing Sun, Yong Shan, Chengguang Tang et al.*14 citations*
1139. **[Where there's Smoke, there's Fire: Wildfire Risk Predictive Modeling via Historical Climate Data ↗](https://doi.org/10.1609/aaai.v35i17.17797)**Shahrzad Gholami, Narendran Kodandapani, Jane Wang et al.*14 citations*
1140. **[A Dichotomy for 2-Constraint Forbidden CSP Patterns ↗](https://doi.org/10.1609/aaai.v26i1.8131)**Martin Cooper, Guillaume Escamocher*13 citations*
1141. **[Achieving Envy-freeness and Equitability with Monetary Transfers ↗](https://doi.org/10.1609/aaai.v35i6.16645)**Haris Aziz*13 citations*
1142. **[Adversarial Permutation Guided Node Representations for Link Prediction ↗](https://doi.org/10.1609/aaai.v35i11.17138)**Indradyumna Roy, Abir De, Soumen Chakrabarti*13 citations*
1143. **[Anytime Heuristic and Monte Carlo Methods for Large-Scale Simultaneous Coalition Structure Generation and Assignment ↗](https://doi.org/10.1609/aaai.v35i13.17349)**Fredrik Präntare, Herman Appelgren, Fredrik Heintz*13 citations*
1144. **[AutoDropout: Learning Dropout Patterns to Regularize Deep Networks ↗](https://doi.org/10.1609/aaai.v35i11.17127)**Hieu Pham, Quoc Viet Le*13 citations*
1145. **[CamouFinder: Finding Camouflaged Instances in Images ↗](https://doi.org/10.1609/aaai.v35i18.18015)**Trung-Nghia Le, Vuong Nguyen, Cong Le et al.*13 citations*
1146. **[Differentially Private k-Means via Exponential Mechanism and Max Cover ↗](https://doi.org/10.1609/aaai.v35i10.17099)**Huy Lê Nguyễn, Anamay Chaturvedi, Eric Z Xu*13 citations*
1147. **[Distribution Matching for Rationalization ↗](https://doi.org/10.1609/aaai.v35i14.17547)**Yongfeng Huang, Yujun Chen, Yulun Du et al.*13 citations*
1148. **[Don't Be Strict in Local Search! ↗](https://doi.org/10.1609/aaai.v26i1.8128)**Serge Gaspers, Eun Jung Kim, Sebastian Ordyniak et al.*13 citations*
1149. **[Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search ↗](https://doi.org/10.1609/aaai.v35i13.17427)**Alvaro Velasquez, Brett Bissey, Lior Barak et al.*13 citations*
1150. **[Dynamically Grown Generative Adversarial Networks ↗](https://doi.org/10.1609/aaai.v35i10.17052)**Lanlan Liu, Yuting Zhang, Jia Hao Deng et al.*13 citations*
1151. **[Educational Question Mining At Scale: Prediction, Analysis and Personalization ↗](https://doi.org/10.1609/aaai.v35i17.17846)**Zichao Wang, Sebastian Tschiatschek, Simon Woodhead et al.*13 citations*
1152. **[Empowering Adaptive Early-Exit Inference with Latency Awareness ↗](https://doi.org/10.1609/aaai.v35i11.17181)**Xinrui Tan, Hongjia Li, Liming Wang et al.*13 citations*
1153. **[Equality-Friendly Well-Founded Semantics and Applications to Description Logics ↗](https://doi.org/10.1609/aaai.v26i1.8227)**Georg Gottlob, André Hernich, Clemens Kupke et al.*13 citations*
1154. **[Fairness in Influence Maximization through Randomization ↗](https://doi.org/10.1609/aaai.v35i17.17725)**Ruben Becker, Gianlorenzo D’Angelo, Sajjad Ghobadi et al.*13 citations*
1155. **[Flexible Non-Autoregressive Extractive Summarization with Threshold: How to Extract a Non-Fixed Number of Summary Sentences ↗](https://doi.org/10.1609/aaai.v35i14.17552)**Ruipeng Jia, Yanan Cao, Haichao Shi et al.*13 citations*
1156. **[Forecasting Reservoir Inflow via Recurrent Neural ODEs ↗](https://doi.org/10.1609/aaai.v35i17.17763)**Fan Zhou, Liang Li*13 citations*
1157. **[GIF Thumbnails: Attract More Clicks to Your Videos ↗](https://doi.org/10.1609/aaai.v35i4.16416)**Yi Xu, Fan Bai, Yingxuan Shi et al.*13 citations*
1158. **[IA-GM: A Deep Bidirectional Learning Method for Graph Matching ↗](https://doi.org/10.1609/aaai.v35i4.16461)**Kaixuan Zhao, Shikui Tu, Lei Xu*13 citations*
1159. **[Individual Fairness in Kidney Exchange Programs ↗](https://doi.org/10.1609/aaai.v35i13.17369)**Golnoosh Farnadi, William St-Arnaud, Behrouz Babaki et al.*13 citations*
1160. **[KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification ↗](https://doi.org/10.1609/aaai.v35i15.17640)**Chengyu Wang, Minghui Qiu, Jun Huang et al.*13 citations*
1161. **[Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity ↗](https://doi.org/10.1609/aaai.v35i15.17603)**Binling Nie, Ruixue Ding, Pengjun Xie et al.*13 citations*
1162. **[LRSC: Learning Representations for Subspace Clustering ↗](https://doi.org/10.1609/aaai.v35i9.17014)**Changsheng Li, Yang Chen, Bo Liu et al.*13 citations*
1163. **[Learning Flexibly Distributional Representation for Low-quality 3D Face Recognition ↗](https://doi.org/10.1609/aaai.v35i4.16460)**Zihui Zhang, Cuican Yu, Shuang Xu et al.*13 citations*
1164. **[Learning Task-Distribution Reward Shaping with Meta-Learning ↗](https://doi.org/10.1609/aaai.v35i12.17337)**Haosheng Zou, Tongzheng Ren, Dong Yan et al.*13 citations*
1165. **[Lifted MEU by Weighted Model Counting ↗](https://doi.org/10.1609/aaai.v26i1.8396)**Udi Apsel, Ronen I. Brafman*13 citations*
1166. **[Local Differential Privacy for Bayesian Optimization ↗](https://doi.org/10.1609/aaai.v35i12.17330)**Xingyu Zhou, Jian Rong Tan*13 citations*
1167. **[Margin-Based Feature Selection in Incomplete Data ↗](https://doi.org/10.1609/aaai.v26i1.8299)**Qiang Lou, Zoran Obradović*13 citations*
1168. **[Meta Learning for Causal Direction ↗](https://doi.org/10.1609/aaai.v35i11.17189)**Jean-François Ton, Dino Sejdinović, Kenji Fukumizu*13 citations*
1169. **[Multi-level Distance Regularization for Deep Metric Learning ↗](https://doi.org/10.1609/aaai.v35i3.16277)**Yonghyun Kim, Wonpyo Park*13 citations*
1170. **[NuQClq: An Effective Local Search Algorithm for Maximum Quasi-Clique Problem ↗](https://doi.org/10.1609/aaai.v35i14.17455)**Jiejiang Chen, Shaowei Cai, Shiwei Pan et al.*13 citations*
1171. **[On Fair Division under Heterogeneous Matroid Constraints ↗](https://doi.org/10.1609/aaai.v35i6.16670)**Amitay Dror, Michal Feldman, Erel Segal-Halevi*13 citations*
1172. **[On Fair and Efficient Allocations of Indivisible Goods ↗](https://doi.org/10.1609/aaai.v35i6.16703)**Aniket Murhekar, Jugal Garg*13 citations*
1173. **[Prediction and Fault Detection of Environmental Signals with Uncharacterised Faults ↗](https://doi.org/10.1609/aaai.v26i1.8173)**Michael A. Osborne, Roman Garnett, Kevin Swersky et al.*13 citations*
1174. **[Proactive Privacy-preserving Learning for Retrieval ↗](https://doi.org/10.1609/aaai.v35i4.16449)**Peng-Fei Zhang, Zi Helen Huang, Xin-Shun Xu*13 citations*
1175. **[Reaching Individually Stable Coalition Structures in Hedonic Games ↗](https://doi.org/10.1609/aaai.v35i6.16658)**Felix Brandt, Martin Bullinger, Anaëlle Wilczynski*13 citations*
1176. **[Searching for Alignment in Face Recognition ↗](https://doi.org/10.1609/aaai.v35i4.16415)**Xiaqing Xu, Qiang Meng, Yunxiao Qin et al.*13 citations*
1177. **[Sembler: Ensembling Crowd Sequential Labeling for Improved Quality ↗](https://doi.org/10.1609/aaai.v26i1.8351)**Xian Wei Wu, Wei Fan, Yong Hai Yu*13 citations*
1178. **[Step-Ahead Error Feedback for Distributed Training with Compressed Gradient ↗](https://doi.org/10.1609/aaai.v35i12.17254)**An Ping Xu, Zhouyuan Huo, Heng Huang*13 citations*
1179. **[Symmetry Breaking Constraints: Recent Results ↗](https://doi.org/10.1609/aaai.v26i1.8437)**Toby Walsh*13 citations*
1180. **[Synchronous Interactive Decoding for Multilingual Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v35i14.17535)**Hao He, Qian Wang, Zhipeng Yu et al.*13 citations*
1181. **[The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network ↗](https://doi.org/10.1609/aaai.v35i1.16133)**Zijian Shi, Yu Chen, John Cartlidge*13 citations*
1182. **[The Parameterized Complexity of Abduction ↗](https://doi.org/10.1609/aaai.v26i1.8224)**Michael R. Fellows, Andreas Pfandler, Frances Rosamond et al.*13 citations*
1183. **[Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing ↗](https://doi.org/10.1609/aaai.v35i16.17646)**Runze Wang, Zhen-Hua Ling, Jingbo Zhou et al.*13 citations*
1184. **[Two New Local Search Strategies for Minimum Vertex Cover ↗](https://doi.org/10.1609/aaai.v26i1.8125)**Shaowei Cai, Kaile Su, Abdul Sattar*13 citations*
1185. **[Using First-Order Logic to Compress Sentences ↗](https://doi.org/10.1609/aaai.v26i1.8347)**Minlie Huang, Xing Shi, Feng Jin et al.*13 citations*
1186. **[Very Important Person Localization in Unconstrained Conditions: A New Benchmark ↗](https://doi.org/10.1609/aaai.v35i4.16386)**Xiao Wang, Zheng Wang, Toshihiko Yamasaki et al.*13 citations*
1187. **[Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval ↗](https://doi.org/10.1609/aaai.v35i4.16380)**Jinpeng Wang, Bin Chen, Qiang Zhang et al.*13 citations*
1188. **[f-Aware Conflict Prioritization & Improved Heuristics For Conflict-Based Search ↗](https://doi.org/10.1609/aaai.v35i14.17453)**Eli Boyarski, Ariel Felner, Pierre Le Bodic et al.*13 citations*
1189. **[A Sequential Decision Approach to Ordinal Preferences in Recommender Systems ↗](https://doi.org/10.1609/aaai.v26i1.8201)**Truyen Tran, Dinh Phung, Svetha Venkatesh*12 citations*
1190. **[Addressing Action Oscillations through Learning Policy Inertia ↗](https://doi.org/10.1609/aaai.v35i8.16864)**Chen Chen, Hongyao Tang, Jianye Hao et al.*12 citations*
1191. **[Bayesian Unification of Sound Source Localization and Separation with Permutation Resolution ↗](https://doi.org/10.1609/aaai.v26i1.8376)**Takuma Otsuka, Katsuhiko Ishiguro, Hiroshi Sawada et al.*12 citations*
1192. **[Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions ↗](https://doi.org/10.1609/aaai.v35i4.16404)**Yuhang Wu, Sunpreet S. Arora, Yanhong Wu et al.*12 citations*
1193. **[Catch Me if I Can: Detecting Strategic Behaviour in Peer Assessment ↗](https://doi.org/10.1609/aaai.v35i6.16611)**Ivan Stelmakh, Nihar B. Shah, Aarti Singh*12 citations*
1194. **[Characterizing the Evasion Attackability of Multi-label Classifiers ↗](https://doi.org/10.1609/aaai.v35i12.17273)**Zhuo Yang, Yufei Han, Xiangliang Zhang*12 citations*
1195. **[Classification with Strategically Withheld Data ↗](https://doi.org/10.1609/aaai.v35i6.16694)**Anilesh K. Krishnaswamy, Haoming Li, David Rein et al.*12 citations*
1196. **[Communication-Efficient Frank-Wolfe Algorithm for Nonconvex Decentralized Distributed Learning ↗](https://doi.org/10.1609/aaai.v35i12.17246)**Wenhan Xian, Feihu Huang, Heng Huang*12 citations*
1197. **[Deep Radial-Basis Value Functions for Continuous Control ↗](https://doi.org/10.1609/aaai.v35i8.16828)**Kavosh Asadi, Neev Parikh, Ronald Parr et al.*12 citations*
1198. **[Diagnosing Changes in An Ontology Stream: A DL Reasoning Approach ↗](https://doi.org/10.1609/aaai.v26i1.8113)**Freddy Lécué*12 citations*
1199. **[Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection ↗](https://doi.org/10.1609/aaai.v35i16.17653)**Taesun Whang, Dongyub Lee, Dongsuk Oh et al.*12 citations*
1200. **[Edge-competing Pathological Liver Vessel Segmentation with Limited Labels ↗](https://doi.org/10.1609/aaai.v35i2.16221)**Zunlei Feng, Zhonghua Wang, Xinchao Wang et al.*12 citations*

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