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

2,330 papers · page 13 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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1201. **[EeLISA: Combating Global Warming Through the Rapid Analysis of Eelgrass Wasting Disease ↗](https://doi.org/10.1609/aaai.v35i17.17779)**Brendan Rappazzo, Morgan E. Eisenlord, Olivia Graham et al.*12 citations*
1202. **[Equivalent Causal Models ↗](https://doi.org/10.1609/aaai.v35i7.16771)**Sander Beckers*12 citations*
1203. **[Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks ↗](https://doi.org/10.1609/aaai.v35i11.17169)**Yang Song, Qiyu Kang, Wee Peng Tay*12 citations*
1204. **[GENSYNTH: Synthesizing Datalog Programs without Language Bias ↗](https://doi.org/10.1609/aaai.v35i7.16799)**Jonathan Mendelson, Aaditya Naik, Mukund Raghothaman et al.*12 citations*
1205. **[Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction ↗](https://doi.org/10.1609/aaai.v35i5.16598)**Yao Zhang, Xu Zhang, Jun Wang et al.*12 citations*
1206. **[Generating Diversified Comments via Reader-Aware Topic Modeling and Saliency Detection ↗](https://doi.org/10.1609/aaai.v35i16.17647)**Wei Wang, Piji Li, Hai-Tao Zheng*12 citations*
1207. **[Hierarchical Coherence Modeling for Document Quality Assessment ↗](https://doi.org/10.1609/aaai.v35i15.17576)**Dongliang Liao, Jin Xu, Gongfu Li et al.*12 citations*
1208. **[How Do We Move: Modeling Human Movement with System Dynamics ↗](https://doi.org/10.1609/aaai.v35i5.16571)**Hua Wei, Dongkuan Xu, Junjie Liang et al.*12 citations*
1209. **[Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints ↗](https://doi.org/10.1609/aaai.v35i10.17030)**Xin Li, Xiangrui Li, Deng Pan et al.*12 citations*
1210. **[JEL: Applying End-to-End Neural Entity Linking in JPMorgan Chase ↗](https://doi.org/10.1609/aaai.v35i17.17796)**Wanying Ding, Vinay K. Chaudhri, Naren Chittar et al.*12 citations*
1211. **[Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth Uncertainty ↗](https://doi.org/10.1609/aaai.v35i2.16186)**Jierun Chen, Song Wen, S.-H. Gary Chan*12 citations*
1212. **[Knowledge Refinery: Learning from Decoupled Label ↗](https://doi.org/10.1609/aaai.v35i8.16888)**Qianggang Ding, Sifan Wu, Tao Dai et al.*12 citations*
1213. **[Learning to Learn: Algorithmic Inspirations from Human Problem Solving ↗](https://doi.org/10.1609/aaai.v26i1.8343)**Ashish Kapoor, Bongshin Lee, Desney S. Tan et al.*12 citations*
1214. **[Non-Model-Based Search Guidance for Set Partitioning Problems ↗](https://doi.org/10.1609/aaai.v26i1.8141)**Serdar Kadıoğlu, Yuri Malitsky, Meinolf Sellmann*12 citations*
1215. **[On the Relation of Constraint Answer Set Programming Languages and Algorithms ↗](https://doi.org/10.1609/aaai.v26i1.8127)**Yuliya Lierler*12 citations*
1216. **[Predicting Flashover Occurrence using Surrogate Temperature Data ↗](https://doi.org/10.1609/aaai.v35i17.17736)**Eugene Yujun Fu, Wai Cheong Tam, Jun Wang et al.*12 citations*
1217. **[Relative Variational Intrinsic Control ↗](https://doi.org/10.1609/aaai.v35i8.16832)**Kate Baumli, David Warde-Farley, Steven Hansen et al.*12 citations*
1218. **[SD-Pose: Semantic Decomposition for Cross-Domain 6D Object Pose Estimation ↗](https://doi.org/10.1609/aaai.v35i3.16298)**Zhigang Li, Yinlin Hu, Mathieu Salzmann et al.*12 citations*
1219. **[Sample Complexity of Policy Gradient Finding Second-Order Stationary Points ↗](https://doi.org/10.1609/aaai.v35i12.17271)**Long Yang, Qian Zheng, Gang Pan*12 citations*
1220. **[StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling ↗](https://doi.org/10.1609/aaai.v35i1.16129)**Eugene Seo, Rebecca Hutchinson, Xiao Fu et al.*12 citations*
1221. **[TDAF: Top-Down Attention Framework for Vision Tasks ↗](https://doi.org/10.1609/aaai.v35i3.16339)**Bo Pang, Yizhuo Li, Jiefeng Li et al.*12 citations*
1222. **[The Contour to Classification Game ↗](https://doi.org/10.1609/aaai.v35i17.17835)**Irene A. Lee, Safinah Ali*12 citations*
1223. **[Towards Generalized Implementation of Wasserstein Distance in GANs ↗](https://doi.org/10.1609/aaai.v35i12.17258)**Minkai Xu*12 citations*
1224. **[UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark ↗](https://doi.org/10.1609/aaai.v35i15.17590)**Nicholas Lourie, Ronan Joseph Le Bras, Chandra Bhagavatula et al.*12 citations*
1225. **[Unanswerable Question Correction in Question Answering over Personal Knowledge Base ↗](https://doi.org/10.1609/aaai.v35i16.17678)**An-Zi Yen, Hen‐Hsen Huang, Hsin‐Hsi Chen*12 citations*
1226. **[Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks ↗](https://doi.org/10.1609/aaai.v35i11.17147)**Uday Shankar Shanthamallu, Jayaraman J. Thiagarajan, Andreas Spanias*12 citations*
1227. **[Visual Transfer For Reinforcement Learning Via Wasserstein Domain Confusion ↗](https://doi.org/10.1609/aaai.v35i11.17139)**Josh Roy, George Konidaris*12 citations*
1228. **[Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning ↗](https://doi.org/10.1609/aaai.v26i1.8365)**Blai Bonet, Héctor Geffner*12 citations*
1229. **[Writing Polishment with Simile: Task, Dataset and A Neural Approach ↗](https://doi.org/10.1609/aaai.v35i16.17691)**Jiayi Zhang, Zhi Ming Cui, Xiaoqiang Xia et al.*12 citations*
1230. **[A Dynamic Rationalization of Distance Rationalizability ↗](https://doi.org/10.1609/aaai.v26i1.8240)**Craig E. Boutilier, Ariel D. Procaccia*11 citations*
1231. **[A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models ↗](https://doi.org/10.1609/aaai.v35i5.16518)**Lei Chen, Fajie Yuan, Jiaxi Yang et al.*11 citations*
1232. **[Accurate and Robust Feature Importance Estimation under Distribution Shifts ↗](https://doi.org/10.1609/aaai.v35i9.16963)**Jayaraman J. Thiagarajan, Vivek Narayanaswamy, Rushil Anirudh et al.*11 citations*
1233. **[Automated Storytelling via Causal, Commonsense Plot Ordering ↗](https://doi.org/10.1609/aaai.v35i7.16733)**Prithviraj Ammanabrolu, Wesley Cheung, William Broniec et al.*11 citations*
1234. **[Bounded Risk-Sensitive Markov Games: Forward Policy Design and Inverse Reward Learning with Iterative Reasoning and Cumulative Prospect Theory ↗](https://doi.org/10.1609/aaai.v35i7.16750)**Ran Tian, Liting Sun, Masayoshi Tomizuka*11 citations*
1235. **[CPCGAN: A Controllable 3D Point Cloud Generative Adversarial Network with Semantic Label Generating ↗](https://doi.org/10.1609/aaai.v35i4.16425)**Ximing Yang, Yuan Wu, Kaiyi Zhang et al.*11 citations*
1236. **[Comparison Lift: Bandit-based Experimentation System for Online Advertising ↗](https://doi.org/10.1609/aaai.v35i17.17775)**Tong Geng, Xiliang Lin, Harikesh S. Nair et al.*11 citations*
1237. **[Compressing Deep Convolutional Neural Networks by Stacking Low-dimensional Binary Convolution Filters ↗](https://doi.org/10.1609/aaai.v35i9.17002)**Weichao Lan, Liang Lan*11 citations*
1238. **[Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling ↗](https://doi.org/10.1609/aaai.v35i7.16751)**Meng-Hsuan Yu, Juntao Li, Zhangming Chan et al.*11 citations*
1239. **[Covering Number as a Complexity Measure for POMDP Planning and Learning ↗](https://doi.org/10.1609/aaai.v26i1.8360)**Zongzhang Zhang, Michael L. Littman, Xiaoping Chen*11 citations*
1240. **[Dividing a Graphical Cake ↗](https://doi.org/10.1609/aaai.v35i6.16652)**Xiaohui Bei, Warut Suksompong*11 citations*
1241. **[Evidence Aware Neural Pornographic Text Identification for Child Protection ↗](https://doi.org/10.1609/aaai.v35i17.17753)**Kaisong Song, Yangyang Kang, Wei Guang Gao et al.*11 citations*
1242. **[Exploring Explainable Selection to Control Abstractive Summarization ↗](https://doi.org/10.1609/aaai.v35i15.17641)**Haonan Wang, Yang Gao, Yu Bai et al.*11 citations*
1243. **[Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications ↗](https://doi.org/10.1609/aaai.v35i8.16857)**Haw-Shiuan Chang, Amol Agrawal, Andrew McCallum*11 citations*
1244. **[Generating Adversarial yet Inconspicuous Patches with a Single Image (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17915)**Jinqi Luo, Tao Bai, Jun Zhao*11 citations*
1245. **[Generative Partial Visual-Tactile Fused Object Clustering ↗](https://doi.org/10.1609/aaai.v35i7.16766)**Tao Zhang, Yang Cong, Gan Sun et al.*11 citations*
1246. **[Harnessing Social Media to Identify Homeless Youth At-Risk of Substance Use ↗](https://doi.org/10.1609/aaai.v35i17.17732)**Zi-Yi Dou, Anamika Barman‐Adhikari, Fei Fang et al.*11 citations*
1247. **[Heart Rate Topic Models ↗](https://doi.org/10.1609/aaai.v26i1.8337)**Alexander Van Esbroeck, Chih-Chun Chia, Zeeshan Syed*11 citations*
1248. **[Hindsight and Sequential Rationality of Correlated Play ↗](https://doi.org/10.1609/aaai.v35i6.16702)**Dustin Morrill, Ryan D'Orazio, Reca Sarfati et al.*11 citations*
1249. **[Improving Continuous-Time Conflict Based Search ↗](https://doi.org/10.1609/aaai.v35i13.17338)**Андрейчук Антон Андреевич, Konstantin Yakovlev, Eli Boyarski et al.*11 citations*
1250. **[Knowledge-aware Leap-LSTM: Integrating Prior Knowledge into Leap-LSTM towards Faster Long Text Classification ↗](https://doi.org/10.1609/aaai.v35i14.17511)**Jinhua Du, Yan Huang, Karo Moilanen*11 citations*
1251. **[Learning Dynamics Models with Stable Invariant Sets ↗](https://doi.org/10.1609/aaai.v35i11.17176)**Naoya Takeishi, Yoshinobu Kawahara*11 citations*
1252. **[Learning Qualitative Models by Demonstration ↗](https://doi.org/10.1609/aaai.v26i1.8153)**Thomas R. Hinrichs, Kenneth D. Forbus*11 citations*
1253. **[Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks ↗](https://doi.org/10.1609/aaai.v35i15.17638)**Zhiliang Tian, Wei Bi, Zihan Zhang et al.*11 citations*
1254. **[Logic Guided Genetic Algorithms (Student Abstract) ↗](https://doi.org/10.1609/aaai.v35i18.17873)**Dhananjay Ashok, Joseph Scott, Sebastian J. Wetzel et al.*11 citations*
1255. **[Model Uncertainty Guides Visual Object Tracking ↗](https://doi.org/10.1609/aaai.v35i4.16473)**Lijun Zhou, Antoine Ledent, Qintao Hu et al.*11 citations*
1256. **[Parameterized Complexity of Small Decision Tree Learning ↗](https://doi.org/10.1609/aaai.v35i7.16800)**Sebastian Ordyniak, Stefan Szeider*11 citations*
1257. **[Projection-free Online Learning over Strongly Convex Sets ↗](https://doi.org/10.1609/aaai.v35i11.17209)**Yuanyu Wan, Lijun Zhang*11 citations*
1258. **[RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices ↗](https://doi.org/10.1609/aaai.v35i10.17108)**Wei Niu, Mengshu Sun, Zhengang Li et al.*11 citations*
1259. **[SARG: A Novel Semi Autoregressive Generator for Multi-turn Incomplete Utterance Restoration ↗](https://doi.org/10.1609/aaai.v35i14.17543)**Mengzuo Huang, Feng Li, Wuhe Zou et al.*11 citations*
1260. **[Sample-Specific Output Constraints for Neural Networks ↗](https://doi.org/10.1609/aaai.v35i8.16841)**Mathis Brosowsky, Florian Keck, Olaf Dünkel et al.*11 citations*
1261. **[Searching for Optimal Off-Line Exploration Paths in Grid Environments for a Robot with Limited Visibility ↗](https://doi.org/10.1609/aaai.v26i1.8381)**Alberto Quattrini Li, Francesco Amigoni A, Nicola Basilico*11 citations*
1262. **[Sense Sentiment Similarity: An Analysis ↗](https://doi.org/10.1609/aaai.v26i1.8356)**Mitra Mohtarami, Hadi Amiri, Man Lan et al.*11 citations*
1263. **[Solving Temporal Problems Using SMT: Weak Controllability ↗](https://doi.org/10.1609/aaai.v26i1.8136)**Alessandro Cimatti, Andrea Micheli, Marco Roveri*11 citations*
1264. **[Stability Via Convexity and LP Duality in OCF Games ↗](https://doi.org/10.1609/aaai.v26i1.8256)**Yair Zick, Evangelos Markakis, Edith Elkind*11 citations*
1265. **[Symbolic Search for Optimal Total-Order HTN Planning ↗](https://doi.org/10.1609/aaai.v35i13.17396)**Gregor Behnke, David Speck*11 citations*
1266. **[Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff ↗](https://doi.org/10.1609/aaai.v35i7.16731)**Jiawei Liu, Zhe Gao, Yangyang Kang et al.*11 citations*
1267. **[Towards Enabling Learnware to Handle Unseen Jobs ↗](https://doi.org/10.1609/aaai.v35i12.17309)**Yujie Zhang, Yu-Hu Yan, Peng Zhao et al.*11 citations*
1268. **[Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data ↗](https://doi.org/10.1609/aaai.v35i5.16597)**Qi Zhang, Longbing Cao, Chongyang Shi et al.*11 citations*
1269. **[Turbocharging Treewidth-Bounded Bayesian Network Structure Learning ↗](https://doi.org/10.1609/aaai.v35i5.16508)**Vaidyanathan Peruvemba Ramaswamy, Stefan Szeider*11 citations*
1270. **[Visual Saliency Estimation through Manifold Learning ↗](https://doi.org/10.1609/aaai.v26i1.8382)**Richard Jiang, Danny Crookes*11 citations*
1271. **[Visual Saliency Map from Tensor Analysis ↗](https://doi.org/10.1609/aaai.v26i1.8327)**Bing Li, Weihua Xiong, Weiming Hu*11 citations*
1272. **[*-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task ↗](https://doi.org/10.1609/aaai.v35i11.17195)**Dmitry Tsarkov, Tibor Tihon, Nathan Scales et al.*10 citations*
1273. **[A Bayesian Approach to the Data Description Problem ↗](https://doi.org/10.1609/aaai.v26i1.8288)**Alireza Ghasemi, Hamid Reza Rabiee, Mohammad Taghi Manzuri et al.*10 citations*
1274. **[A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle ↗](https://doi.org/10.1609/aaai.v35i18.17902)**Yasmine Karoui, Amanda A. Boatswain Jacques, Abdoulaye Baniré Diallo et al.*10 citations*
1275. **[A Recipe for Global Convergence Guarantee in Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v35i9.16984)**Kenji Kawaguchi, Qingyun Sun*10 citations*
1276. **[A Sharp Leap from Quantified Boolean Formula to Stochastic Boolean Satisfiability Solving ↗](https://doi.org/10.1609/aaai.v35i5.16486)**Pei-Wei Chen, Yu‐Ching Huang, Jie-Hong Roland Jiang*10 citations*
1277. **[Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention ↗](https://doi.org/10.1609/aaai.v35i17.17738)**Hongyu Gong, Alberto Valido, Katherine M. Ingram et al.*10 citations*
1278. **[Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing ↗](https://doi.org/10.1609/aaai.v35i17.17728)**Johan Björck, Brendan Rappazzo, Qinru Shi et al.*10 citations*
1279. **[Adversarial Training and Provable Robustness: A Tale of Two Objectives ↗](https://doi.org/10.1609/aaai.v35i8.16904)**Jiameng Fan, Wenchao Li*10 citations*
1280. **[Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment ↗](https://doi.org/10.1609/aaai.v35i8.16915)**Mengying Fu, Tianning Yuan, Fang Wan et al.*10 citations*
1281. **[An Efficient Higher-Order Consistency Algorithm for Table Constraints ↗](https://doi.org/10.1609/aaai.v26i1.8135)**Anastasia Paparrizou, Kostas Stergiou*10 citations*
1282. **[An LP-Based Approach for Goal Recognition as Planning ↗](https://doi.org/10.1609/aaai.v35i13.17418)**Luísa R. A. Santos, Felipe Rech Meneguzzi, Ramon Fraga Pereira et al.*10 citations*
1283. **[Apparently Irrational Choice as Optimal Sequential Decision Making ↗](https://doi.org/10.1609/aaai.v35i1.16161)**Haiyang Chen, Hyung Jin Chang, Andrew Howes*10 citations*
1284. **[Approximate Policy Iteration with Linear Action Models ↗](https://doi.org/10.1609/aaai.v26i1.8319)**Hengshuai Yao, Csaba Szepesvári*10 citations*
1285. **[Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks ↗](https://doi.org/10.1609/aaai.v35i12.17292)**Huimin Zeng, Chen Zhu, Tom Goldstein et al.*10 citations*
1286. **[Collaborative Group Learning ↗](https://doi.org/10.1609/aaai.v35i8.16911)**Shaoxiong Feng, Hongshen Chen, Xuancheng Ren et al.*10 citations*
1287. **[Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback ↗](https://doi.org/10.1609/aaai.v35i8.16892)**Yihan Du, Yuko Kuroki, Wei Chen*10 citations*
1288. **[Combining Hashing and Abstraction in Sparse High Dimensional Feature Spaces ↗](https://doi.org/10.1609/aaai.v26i1.8117)**Cornelia Caragea, Adrian Silvescu, Prasenjit Mitra*10 citations*
1289. **[Computationally Tractable Riemannian Manifolds for Graph Embeddings ↗](https://doi.org/10.1609/aaai.v35i8.16877)**Calin Cruceru, Gary Bécigneul, Octavian-Eugen Ganea*10 citations*
1290. **[Court Opinion Generation from Case Fact Description with Legal Basis ↗](https://doi.org/10.1609/aaai.v35i17.17742)**Quanzhi Li, Qiong Zhang*10 citations*
1291. **[Debiasing Evaluations That Are Biased by Evaluations ↗](https://doi.org/10.1609/aaai.v35i11.17214)**Jingyan Wang, Ivan Stelmakh, Yuting Wei et al.*10 citations*
1292. **[Deep Wasserstein Graph Discriminant Learning for Graph Classification ↗](https://doi.org/10.1609/aaai.v35i12.17303)**Tong Zhang, Yun Wang, Zhen Cui et al.*10 citations*
1293. **[DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning ↗](https://doi.org/10.1609/aaai.v35i2.16204)**Bo Cui, Guyue Hu, Shan Yu*10 citations*
1294. **[DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v35i9.16935)**Mohammadhosein Hasanbeig, Natasha Yogananda Jeppu, Alessandro Abate et al.*10 citations*
1295. **[Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model ↗](https://doi.org/10.1609/aaai.v35i16.17702)**Wenkai Zhang, Hongyu Lin, Xianpei Han et al.*10 citations*
1296. **[Differentially Private Stochastic Coordinate Descent ↗](https://doi.org/10.1609/aaai.v35i8.16882)**Georgios Damaskinos, Celestine Dünner, Rachid Guerraoui et al.*10 citations*
1297. **[Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding ↗](https://doi.org/10.1609/aaai.v35i10.17040)**Siyu Liao, Chunhua Deng, Miao Yin et al.*10 citations*
1298. **[Efficient Classification with Adaptive KNN ↗](https://doi.org/10.1609/aaai.v35i12.17314)**Puning Zhao, Lifeng Lai*10 citations*
1299. **[Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data ↗](https://doi.org/10.1609/aaai.v35i1.16134)**Amila Silva, Ling Luo, Shanika A. Karunasekera et al.*10 citations*
1300. **[Explicitly Modeled Attention Maps for Image Classification ↗](https://doi.org/10.1609/aaai.v35i11.17178)**Andong Tan, Duc Tam Nguyen, Maximilian Dax et al.*10 citations*

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