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# Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers

1,619 papers · page 6 of 17 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2022](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2022/)

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501. **[Patch Diffusion: A General Module for Face Manipulation Detection ↗](https://doi.org/10.1609/aaai.v36i3.20233)**Baogen Zhang, Sheng Li, Guorui Feng et al.*24 citations*
502. **[Rethinking the Two-Stage Framework for Grounded Situation Recognition ↗](https://doi.org/10.1609/aaai.v36i3.20167)**Meng Wei, Long Chen, Wei Ji et al.*24 citations*
503. **[Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation ↗](https://doi.org/10.1609/aaai.v36i10.21345)**Jiquan Li, Junliang Guo, Yongxin Zhu et al.*24 citations*
504. **[Similarity Search for Efficient Active Learning and Search of Rare Concepts ↗](https://doi.org/10.1609/aaai.v36i6.20591)**Cody Coleman, Edward Chou, Julian Katz-Samuels et al.*24 citations*
505. **[Synthetic Disinformation Attacks on Automated Fact Verification Systems ↗](https://doi.org/10.1609/aaai.v36i10.21302)**Yibing Du, Antoine Bosselut, Christopher D. Manning*24 citations*
506. **[Temporal Action Proposal Generation with Background Constraint ↗](https://doi.org/10.1609/aaai.v36i3.20212)**Haosen Yang, Wenhao Wu, Lining Wang et al.*24 citations*
507. **[Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving ↗](https://doi.org/10.1609/aaai.v36i11.21443)**Lei Ding, Dengdeng Yu, Jinhan Xie et al.*24 citations*
508. **[Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health ↗](https://doi.org/10.1609/aaai.v36i11.21451)**Dina Hussein, Ganapati Bhat, Janardhan Rao Doppa*23 citations*
509. **[Detailed Facial Geometry Recovery from Multi-View Images by Learning an Implicit Function ↗](https://doi.org/10.1609/aaai.v36i3.20188)**Yunze Xiao, Hao Zhu, Haotian Yang et al.*23 citations*
510. **[Divide-and-Regroup Clustering for Domain Adaptive Person Re-identification ↗](https://doi.org/10.1609/aaai.v36i1.19981)**Zhengdong Hu, Yifan Sun, Yi Ping Yang et al.*23 citations*
511. **[EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles ↗](https://doi.org/10.1609/aaai.v36i4.20383)**Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey et al.*23 citations*
512. **[Efficient Robust Training via Backward Smoothing ↗](https://doi.org/10.1609/aaai.v36i6.20571)**Jinghui Chen, Yu Cheng, Zhe Gan et al.*23 citations*
513. **[Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization ↗](https://doi.org/10.1609/aaai.v36i10.21385)**Zixing Song, Irwin King*23 citations*
514. **[InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation ↗](https://doi.org/10.1609/aaai.v36i10.21299)**Pierre Colombo, Chloé Clavel, Pablo Piantanida*23 citations*
515. **[Not All Parameters Should Be Treated Equally: Deep Safe Semi-supervised Learning under Class Distribution Mismatch ↗](https://doi.org/10.1609/aaai.v36i6.20644)**Rundong He, Zhongyi Han, Yang Yang et al.*23 citations*
516. **[SOIT: Segmenting Objects with Instance-Aware Transformers ↗](https://doi.org/10.1609/aaai.v36i3.20227)**Xiaodong Yu, Dahu Shi, Xing Wei et al.*23 citations*
517. **[Uncertainty Modeling with Second-Order Transformer for Group Re-identification ↗](https://doi.org/10.1609/aaai.v36i3.20241)**Quan Zhang, Jianhuang Lai, Zhanxiang Feng et al.*23 citations*
518. **[iDECODe: In-Distribution Equivariance for Conformal Out-of-Distribution Detection ↗](https://doi.org/10.1609/aaai.v36i7.20670)**Ramneet Kaur, Susmit Jha, Anirban Roy et al.*23 citations*
519. **[BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition ↗](https://doi.org/10.1609/aaai.v36i8.20869)**Miao Yin, Huy Phan, Xiao Zang et al.*22 citations*
520. **[CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets ↗](https://doi.org/10.1609/aaai.v36i8.20902)**Bingyin Zhao, Yingjie Lao*22 citations*
521. **[Concentration Network for Reinforcement Learning of Large-Scale Multi-Agent Systems ↗](https://doi.org/10.1609/aaai.v36i9.21165)**Qingxu Fu, Tenghai Qiu, Jianqiang Yi et al.*22 citations*
522. **[Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i6.20663)**Mu Jin, Zhihao Ma, Kebing Jin et al.*22 citations*
523. **[Diaformer: Automatic Diagnosis via Symptoms Sequence Generation ↗](https://doi.org/10.1609/aaai.v36i4.20365)**Junying Chen, Dongfang Li, Qingcai Chen et al.*22 citations*
524. **[Homography Decomposition Networks for Planar Object Tracking ↗](https://doi.org/10.1609/aaai.v36i3.20232)**Xinrui Zhan, Yueran Liu, Jianke Zhu et al.*22 citations*
525. **[Linearity-Aware Subspace Clustering ↗](https://doi.org/10.1609/aaai.v36i8.20857)**Yesong Xu, Shuo Chen, Jun Li et al.*22 citations*
526. **[Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation ↗](https://doi.org/10.1609/aaai.v36i6.20574)**Liang Chen, Qianjin Du, Yihang Lou et al.*22 citations*
527. **[Offline Reinforcement Learning as Anti-exploration ↗](https://doi.org/10.1609/aaai.v36i7.20783)**Shideh Rezaeifar, Robert Dadashi, Nino Vieillard et al.*22 citations*
528. **[PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection ↗](https://doi.org/10.1609/aaai.v36i9.21264)**Suraj Nandkishor Kothawade, Vishal Kaushal, Ganesh Ramakrishnan et al.*22 citations*
529. **[PetsGAN: Rethinking Priors for Single Image Generation ↗](https://doi.org/10.1609/aaai.v36i3.20251)**Zicheng Zhang, Yinglu Liu, Congying Han et al.*22 citations*
530. **[QUILT: Effective Multi-Class Classification on Quantum Computers Using an Ensemble of Diverse Quantum Classifiers ↗](https://doi.org/10.1609/aaai.v36i8.20807)**Daniel Silver, Tirthak Patel, Devesh Tiwari*22 citations*
531. **[SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures ↗](https://doi.org/10.1609/aaai.v36i4.20345)**Donglei Wu, Xiangyu Zou, Shuyu Zhang et al.*22 citations*
532. **[Toward a New Science of Common Sense ↗](https://doi.org/10.1609/aaai.v36i11.21485)**Ronald J. Brachman, Hector J. Levesque*22 citations*
533. **[Automatic Product Copywriting for E-commerce ↗](https://doi.org/10.1609/aaai.v36i11.21508)**Xueying Zhang, Yanyan Zou, Hainan Zhang et al.*21 citations*
534. **[Bi-CMR: Bidirectional Reinforcement Guided Hashing for Effective Cross-Modal Retrieval ↗](https://doi.org/10.1609/aaai.v36i9.21268)**Tieying Li, Xiaochun Yang, Bin Wang et al.*21 citations*
535. **[Block-Skim: Efficient Question Answering for Transformer ↗](https://doi.org/10.1609/aaai.v36i10.21316)**Yue Guan, Zhengyi Li, Zhouhan Lin et al.*21 citations*
536. **[Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i5.20478)**Yecheng Jason Ma, Andrew Shen, Osbert Bastani et al.*21 citations*
537. **[Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition ↗](https://doi.org/10.1609/aaai.v36i1.19958)**Marawan Gamal Abdel Hameed, Marzieh S. Tahaei, Ali Mosleh et al.*21 citations*
538. **[Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets ↗](https://doi.org/10.1609/aaai.v36i8.20873)**Haoran You, Zhihan Lu, Zijian Zhou et al.*21 citations*
539. **[Implicit Gradient Alignment in Distributed and Federated Learning ↗](https://doi.org/10.1609/aaai.v36i6.20597)**Yatin Dandi, Luis Barba, Martin Jaggi*21 citations*
540. **[Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds ↗](https://doi.org/10.1609/aaai.v36i1.20007)**Junho Koh, Jaekyum Kim, Jin Hyeok Yoo et al.*21 citations*
541. **[Keypoint Message Passing for Video-Based Person Re-identification ↗](https://doi.org/10.1609/aaai.v36i1.19899)**Di Chen, Andreas Doering, Shanshan Zhang et al.*21 citations*
542. **[Learning Human Driving Behaviors with Sequential Causal Imitation Learning ↗](https://doi.org/10.1609/aaai.v36i4.20382)**Kangrui Ruan, Xuan Sharon Di*21 citations*
543. **[MeTeoR: Practical Reasoning in Datalog with Metric Temporal Operators ↗](https://doi.org/10.1609/aaai.v36i5.20535)**Dingmin Wang, Pan Hu, Przemysław Andrzej Wałęga et al.*21 citations*
544. **[Meta-Learning for Online Update of Recommender Systems ↗](https://doi.org/10.1609/aaai.v36i4.20324)**Minseok Kim, Hwanjun Song, Yooju Shin et al.*21 citations*
545. **[MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding ↗](https://doi.org/10.1609/aaai.v36i10.21370)**Revanth Gangi Reddy, Xilin Rui, Manling Li et al.*21 citations*
546. **[Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs ↗](https://doi.org/10.1609/aaai.v36i9.21167)**Mingyu Guo, Jialiang Li, Aneta Neumann et al.*21 citations*
547. **[Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks ↗](https://doi.org/10.1609/aaai.v36i8.20842)**Tim Whitaker, Darrell Whitley*21 citations*
548. **[TDv2: A Novel Tree-Structured Decoder for Offline Mathematical Expression Recognition ↗](https://doi.org/10.1609/aaai.v36i3.20172)**Changjie Wu, Jun Du, Yunqing Li et al.*21 citations*
549. **[Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization ↗](https://doi.org/10.1609/aaai.v36i10.21301)**Zi-Yi Dou, Nanyun Peng*21 citations*
550. **[AI Explainability 360: Impact and Design ↗](https://doi.org/10.1609/aaai.v36i11.21540)**Vijay Arya, Rachel Bellamy, Pin‐Yu Chen et al.*20 citations*
551. **[Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality Inference ↗](https://doi.org/10.1609/aaai.v36i11.21467)**Zeel B Patel, Palak Purohit, Harsh Patel et al.*20 citations*
552. **[Adversarial Robustness in Multi-Task Learning: Promises and Illusions ↗](https://doi.org/10.1609/aaai.v36i1.19950)**Salah Ghamizi, Maxime Cordy, Mike Papadakis et al.*20 citations*
553. **[Amortized Generation of Sequential Algorithmic Recourses for Black-Box Models ↗](https://doi.org/10.1609/aaai.v36i8.20828)**Sahil Verma, Keegan Hines, John P. Dickerson*20 citations*
554. **[Combating Adversaries with Anti-adversaries ↗](https://doi.org/10.1609/aaai.v36i6.20545)**Motasem Alfarra, Juan C. Perez, Ali Thabet et al.*20 citations*
555. **[Contrast-Enhanced Semi-supervised Text Classification with Few Labels ↗](https://doi.org/10.1609/aaai.v36i10.21391)**Austin Cheng-Yun Tsai, Sheng-Ya Lin, Li‐Chen Fu*20 citations*
556. **[Expert-Informed, User-Centric Explanations for Machine Learning ↗](https://doi.org/10.1609/aaai.v36i11.21491)**Michael J. Pazzani, Severine Soltani, Robert Kaufman et al.*20 citations*
557. **[Feature Importance Explanations for Temporal Black-Box Models ↗](https://doi.org/10.1609/aaai.v36i8.20810)**Akshay Sood, Mark W. Craven*20 citations*
558. **[Hedonic Games with Fixed-Size Coalitions ↗](https://doi.org/10.1609/aaai.v36i9.21156)**Vittorio Bilò, Gianpiero Monaco, Luca Moscardelli*20 citations*
559. **[Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection ↗](https://doi.org/10.1609/aaai.v36i5.20522)**Ting Long, Yutong Xie, Xianyu Chen et al.*20 citations*
560. **[Obtaining Calibrated Probabilities with Personalized Ranking Models ↗](https://doi.org/10.1609/aaai.v36i4.20326)**Wonbin Kweon, SeongKu Kang, Hwanjo Yu*20 citations*
561. **[Policy Optimization with Stochastic Mirror Descent ↗](https://doi.org/10.1609/aaai.v36i8.20863)**Long Yang, Yu Zhang, Gang Zheng et al.*20 citations*
562. **[Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling ↗](https://doi.org/10.1609/aaai.v36i8.20823)**Ran Tao, Han Zhang, Yutong Zheng et al.*20 citations*
563. **[Robust Adversarial Reinforcement Learning with Dissipation Inequation Constraint ↗](https://doi.org/10.1609/aaai.v36i5.20481)**Peng Zhai, Jie Luo, Zhiyan Dong et al.*20 citations*
564. **[Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic ↗](https://doi.org/10.1609/aaai.v36i8.20839)**Zhihai Wang, Jie Wang, Qi Zhou et al.*20 citations*
565. **[Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity ↗](https://doi.org/10.1609/aaai.v36i2.20047)**Hanwen Liang, Niamul Quader, Zhixiang Chi et al.*20 citations*
566. **[Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation ↗](https://doi.org/10.1609/aaai.v36i3.20146)**Jiacheng Wang, Xiaomeng Li, Yiming Han et al.*20 citations*
567. **[Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and Advisable AI Systems ↗](https://doi.org/10.1609/aaai.v36i11.21488)**Subbarao Kambhampati B, Sarath Sreedharan, Mudit Verma et al.*20 citations*
568. **[Transfer Learning for Color Constancy via Statistic Perspective ↗](https://doi.org/10.1609/aaai.v36i2.20135)**Yuxiang Tang, Xuejing Kang, Chunxiao Li et al.*20 citations*
569. **[A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions ↗](https://doi.org/10.1609/aaai.v36i11.21525)**Dohee Kim, Hong Gi Shim, Jeong Soo Eo*19 citations*
570. **[Active Learning on Pre-trained Language Model with Task-Independent Triplet Loss ↗](https://doi.org/10.1609/aaai.v36i10.21378)**Seungmin Seo, Donghyun Kim, Youbin Ahn et al.*19 citations*
571. **[CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks ↗](https://doi.org/10.1609/aaai.v36i7.20768)**Mikhail Pautov, Nurislam Tursynbek, Marina Munkhoeva et al.*19 citations*
572. **[Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling ↗](https://doi.org/10.1609/aaai.v36i7.20701)**Sokbae Lee, Yuan Liao, Myung Hwan Seo et al.*19 citations*
573. **[Flow-Based Unconstrained Lip to Speech Generation ↗](https://doi.org/10.1609/aaai.v36i1.19966)**Jinzheng He, Zhou Li Zhao, Yi Ren et al.*19 citations*
574. **[From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression ↗](https://doi.org/10.1609/aaai.v36i10.21408)**Runxin Xu, Fuli Luo, Chengyu Wang et al.*19 citations*
575. **[Fusion Multiple Kernel K-means ↗](https://doi.org/10.1609/aaai.v36i8.20896)**Yi Zhang, Xinwang Liu, Jiyuan Liu et al.*19 citations*
576. **[Generalizable Person Re-identification via Self-Supervised Batch Norm Test-Time Adaption ↗](https://doi.org/10.1609/aaai.v36i1.19963)**Ke Han, Chenyang Si, Yan Huang et al.*19 citations*
577. **[IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling ↗](https://doi.org/10.1609/aaai.v36i11.21462)**Chenlin Meng, Enci Liu, Willie Neiswanger et al.*19 citations*
578. **[Learning from the Target: Dual Prototype Network for Few Shot Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v36i2.20090)**Binjie Mao, Xinbang Zhang, Lingfeng Wang et al.*19 citations*
579. **[Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter ↗](https://doi.org/10.1609/aaai.v36i11.21473)**Soumyendu Sarkar, Vineet Gundecha, Alexander Shmakov et al.*19 citations*
580. **[NAREOR: The Narrative Reordering Problem ↗](https://doi.org/10.1609/aaai.v36i10.21309)**Varun Gangal, Steven Y. Feng, Malihe Alikhani et al.*19 citations*
581. **[Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models ↗](https://doi.org/10.1609/aaai.v36i10.21369)**Juan Ramirez-Orta, Eduardo Xamena, Ana Gabriela Maguitman et al.*19 citations*
582. **[Q-Ball: Modeling Basketball Games Using Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i8.20861)**Chen Yanai, Adir Solomon, Gilad Katz et al.*19 citations*
583. **[Static-Dynamic Co-teaching for Class-Incremental 3D Object Detection ↗](https://doi.org/10.1609/aaai.v36i3.20254)**Na Zhao, Gim Hee Lee*19 citations*
584. **[Truthful and Fair Mechanisms for Matroid-Rank Valuations ↗](https://doi.org/10.1609/aaai.v36i5.20407)**Siddharth Barman, Paritosh Verma*19 citations*
585. **[AI for Disaster Rapid Damage Assessment from Microblogs ↗](https://doi.org/10.1609/aaai.v36i11.21521)**Muhammad Imran, Umair Qazi, Ferda Ofli et al.*18 citations*
586. **[Achieving Counterfactual Fairness for Causal Bandit ↗](https://doi.org/10.1609/aaai.v36i6.20653)**Wen Qi Huang, Lu Zhang, Xintao Wu*18 citations*
587. **[Attention-Based Transformation from Latent Features to Point Clouds ↗](https://doi.org/10.1609/aaai.v36i3.20238)**Kaiyi Zhang, Ximing Yang, Yuan Wu et al.*18 citations*
588. **[Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract) ↗](https://doi.org/10.1609/aaai.v36i11.21620)**Yuting He, Yiqiang Chen, Xiaodong Yang et al.*18 citations*
589. **[Clustering Interval-Censored Time-Series for Disease Phenotyping ↗](https://doi.org/10.1609/aaai.v36i6.20570)**Irene Y. Chen, Rahul G. Krishnan, David A. Sontag*18 citations*
590. **[DeepGPD: A Deep Learning Approach for Modeling Geospatio-Temporal Extreme Events ↗](https://doi.org/10.1609/aaai.v36i4.20344)**Tyler Wilson, Pang‐Ning Tan, Lifeng Luo*18 citations*
591. **[GraphMemDialog: Optimizing End-to-End Task-Oriented Dialog Systems Using Graph Memory Networks ↗](https://doi.org/10.1609/aaai.v36i10.21403)**Jie Wu, Ian G. Harris, Hongzhi Zhao*18 citations*
592. **[HEAL: A Knowledge Graph for Distress Management Conversations ↗](https://doi.org/10.1609/aaai.v36i10.21398)**Anuradha Welivita, Pearl Pu*18 citations*
593. **[Incomplete Argumentation Frameworks: Properties and Complexity ↗](https://doi.org/10.1609/aaai.v36i5.20483)**Gianvincenzo Alfano, Sergio Greco, Francesco Parisi et al.*18 citations*
594. **[Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters ↗](https://doi.org/10.1609/aaai.v36i11.21442)**Marta R. Costa‐jussà, Carlos Escolano, Christine Basta et al.*18 citations*
595. **[Learning Quality-Aware Representation for Multi-Person Pose Regression ↗](https://doi.org/10.1609/aaai.v36i3.20186)**Yabo Xiao, Dongdong Yu, Xiao Juan Wang et al.*18 citations*
596. **[Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration ↗](https://doi.org/10.1609/aaai.v36i4.20372)**Sijie He, Xinyan Li, Laurie Trenary et al.*18 citations*
597. **[No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment ↗](https://doi.org/10.1609/aaai.v36i4.20364)**Suyeong An, Junghoon Kim, Minsam Kim et al.*18 citations*
598. **[Proximal PanNet: A Model-Based Deep Network for Pansharpening ↗](https://doi.org/10.1609/aaai.v36i1.19892)**Xiangyong Cao, Yang Chen, Wenfei Cao*18 citations*
599. **[SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification ↗](https://doi.org/10.1609/aaai.v36i1.19911)**Wei‐Ting Chen, I-Hsiang Chen, Chih-Yuan Yeh et al.*18 citations*
600. **[Same State, Different Task: Continual Reinforcement Learning without Interference ↗](https://doi.org/10.1609/aaai.v36i7.20674)**Samuel Kessler, Jack Parker-Holder, Philip Ball et al.*18 citations*

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