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

1,619 papers · page 4 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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301. **[Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks ↗](https://doi.org/10.1609/aaai.v36i9.21191)**Jinyuan Jia, Yupei Liu, Xiaoyu Cao et al.*40 citations*
302. **[Exploring Motion and Appearance Information for Temporal Sentence Grounding ↗](https://doi.org/10.1609/aaai.v36i2.20059)**Daizong Liu, Xiaoye Qu, Pan Zhou et al.*40 citations*
303. **[QueryProp: Object Query Propagation for High-Performance Video Object Detection ↗](https://doi.org/10.1609/aaai.v36i1.19965)**Fei He, Naiyu Gao, Jian Jia et al.*40 citations*
304. **[Self-Supervised Category-Level 6D Object Pose Estimation with Deep Implicit Shape Representation ↗](https://doi.org/10.1609/aaai.v36i2.20104)**Wanli Peng, Jianhang Yan, Hongtao Wen et al.*40 citations*
305. **[Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes ↗](https://doi.org/10.1609/aaai.v36i10.21357)**Gianluca Moro, Luca Ragazzi*40 citations*
306. **[Sparse Cross-Scale Attention Network for Efficient LiDAR Panoptic Segmentation ↗](https://doi.org/10.1609/aaai.v36i3.20197)**Shuangjie Xu, Rui Wan, Maosheng Ye et al.*40 citations*
307. **[Channelized Axial Attention – considering Channel Relation within Spatial Attention for Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v36i1.19985)**Ye Huang, Di Kang, Wenjing Jia et al.*39 citations*
308. **[Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data ↗](https://doi.org/10.1609/aaai.v36i11.21435)**H. Das, Ryan Tran, Japjot Singh et al.*39 citations*
309. **[Dual Attention Networks for Few-Shot Fine-Grained Recognition ↗](https://doi.org/10.1609/aaai.v36i3.20196)**Shu-Lin Xu, Faen Zhang, Xiu-Shen Wei et al.*39 citations*
310. **[Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation ↗](https://doi.org/10.1609/aaai.v36i7.20767)**Joonhyung Park, Hajin Shim, Eunho Yang*39 citations*
311. **[Improving Human-Object Interaction Detection via Phrase Learning and Label Composition ↗](https://doi.org/10.1609/aaai.v36i2.20041)**Zhimin Li, Cheng Zou, Yu Qian Zhao et al.*39 citations*
312. **[Multilingual Code Snippets Training for Program Translation ↗](https://doi.org/10.1609/aaai.v36i10.21434)**Ming Zhu, Karthik Suresh, Chandan K. A. Reddy*39 citations*
313. **[Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives ↗](https://doi.org/10.1609/aaai.v36i1.19972)**David T. Hoffmann, Nadine Behrmann, Jüergen Gall et al.*39 citations*
314. **[Robust Depth Completion with Uncertainty-Driven Loss Functions ↗](https://doi.org/10.1609/aaai.v36i3.20275)**Yufan Zhu, Weisheng Dong, Leida Li et al.*39 citations*
315. **[Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms ↗](https://doi.org/10.1609/aaai.v36i8.20908)**Liyuan Zheng, Tanner Fiez, Zane Alumbaugh et al.*39 citations*
316. **[Supervising Model Attention with Human Explanations for Robust Natural Language Inference ↗](https://doi.org/10.1609/aaai.v36i10.21386)**Joe Stacey, Yonatan Belinkov, Marek Rei*39 citations*
317. **[C2L: Causally Contrastive Learning for Robust Text Classification ↗](https://doi.org/10.1609/aaai.v36i10.21296)**Seungtaek L. Choi, Myeongho Jeong, Hojae Han et al.*38 citations*
318. **[DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network ↗](https://doi.org/10.1609/aaai.v36i2.20076)**Yang Liu, Tu Zheng, Jie Song et al.*38 citations*
319. **[Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics ↗](https://doi.org/10.1609/aaai.v36i3.20229)**Hangjie Yuan, Mang Wang, Dong Ni et al.*38 citations*
320. **[FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition ↗](https://doi.org/10.1609/aaai.v36i2.20057)**Chih‐Ting Liu, Chien-Yi Wang, Shao‐Yi Chien et al.*38 citations*
321. **[Playing Lottery Tickets with Vision and Language ↗](https://doi.org/10.1609/aaai.v36i1.19945)**Zhe Gan, Yen-Chun Chen, Linjie Li et al.*38 citations*
322. **[Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay ↗](https://doi.org/10.1609/aaai.v36i6.20556)**Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham et al.*38 citations*
323. **[SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning ↗](https://doi.org/10.1609/aaai.v36i5.20536)**Zhecan Wang, Haoxuan You, Liunian Harold Li et al.*38 citations*
324. **[Scaled ReLU Matters for Training Vision Transformers ↗](https://doi.org/10.1609/aaai.v36i3.20150)**Pichao Wang, Xue Wang, Hao Luo et al.*38 citations*
325. **[ShuttleNet: Position-Aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton ↗](https://doi.org/10.1609/aaai.v36i4.20341)**Wei‐Yao Wang, Hong-Han Shuai, Kai-Shiang Chang et al.*38 citations*
326. **[(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering ↗](https://doi.org/10.1609/aaai.v36i1.19922)**Anoop Cherian, Chiori Hori, Tim K. Marks et al.*37 citations*
327. **[Action-Aware Embedding Enhancement for Image-Text Retrieval ↗](https://doi.org/10.1609/aaai.v36i2.20020)**Jiangtong Li, Li Niu, Liqing Zhang*37 citations*
328. **[Cross-Task Knowledge Distillation in Multi-Task Recommendation ↗](https://doi.org/10.1609/aaai.v36i4.20352)**Chenxiao Yang, Junwei Pan, Xiaofeng Gao et al.*37 citations*
329. **[DeepStochLog: Neural Stochastic Logic Programming ↗](https://doi.org/10.1609/aaai.v36i9.21248)**Thomas Winters, Giuseppe Marra, Robin Manhaeve et al.*37 citations*
330. **[Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data ↗](https://doi.org/10.1609/aaai.v36i6.20661)**Shenwang Jiang, Jianan Li, Ying Wang et al.*37 citations*
331. **[Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win ↗](https://doi.org/10.1609/aaai.v36i6.20611)**Utku Evci, Yani Ioannou, Cem Keskin et al.*37 citations*
332. **[Prior Gradient Mask Guided Pruning-Aware Fine-Tuning ↗](https://doi.org/10.1609/aaai.v36i1.19888)**Linhang Cai, Zhulin An, Chuanguang Yang et al.*37 citations*
333. **[Selecting Optimal Context Sentences for Event-Event Relation Extraction ↗](https://doi.org/10.1609/aaai.v36i10.21354)**Hieu Man, Nghia Trung Ngo, Linh Ngo Van et al.*37 citations*
334. **[Siamese Network with Interactive Transformer for Video Object Segmentation ↗](https://doi.org/10.1609/aaai.v36i2.20009)**Meng Lan, Jing Zhang, Fengxiang He et al.*37 citations*
335. **[Two-Stage Octave Residual Network for End-to-End Image Compression ↗](https://doi.org/10.1609/aaai.v36i4.20308)**Fangdong Chen, Yumeng Xu, Li Wang*37 citations*
336. **[Anytime Multi-Agent Path Finding via Machine Learning-Guided Large Neighborhood Search ↗](https://doi.org/10.1609/aaai.v36i9.21168)**Taoan Huang, Jiaoyang Li, Sven Koenig et al.*36 citations*
337. **[Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition ↗](https://doi.org/10.1609/aaai.v36i1.19991)**Jian Jia, Naiyu Gao, Fei He et al.*36 citations*
338. **[Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations ↗](https://doi.org/10.1609/aaai.v36i4.20307)**Deyu Bo, Binbin Hu, Xiao Wang et al.*36 citations*
339. **[Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory ↗](https://doi.org/10.1609/aaai.v36i1.20001)**Jung Uk Kim, Sungjune Park, Yong Man Ro*36 citations*
340. **[Unsupervised Domain Adaptive Salient Object Detection through Uncertainty-Aware Pseudo-Label Learning ↗](https://doi.org/10.1609/aaai.v36i3.20206)**Pengxiang Yan, Ziyi Wu, Mengmeng Liu et al.*36 citations*
341. **[A Search Engine for Discovery of Scientific Challenges and Directions ↗](https://doi.org/10.1609/aaai.v36i11.21456)**Dan Lahav, Jon Saad-Falcon, Bailey Kuehl et al.*35 citations*
342. **[Attention-Aligned Transformer for Image Captioning ↗](https://doi.org/10.1609/aaai.v36i1.19940)**Zhengcong Fei*35 citations*
343. **[Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning ↗](https://doi.org/10.1609/aaai.v36i10.21389)**Bing Tian, Yixin Cao, Yong Zhang et al.*35 citations*
344. **[Efficient Device Scheduling with Multi-Job Federated Learning ↗](https://doi.org/10.1609/aaai.v36i9.21235)**Chendi Zhou, Ji Liu, Juncheng Jia et al.*35 citations*
345. **[Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier ↗](https://doi.org/10.1609/aaai.v36i2.20011)**Youngjo Lee, Hongje Seong, Euntai Kim*35 citations*
346. **[LGD: Label-Guided Self-Distillation for Object Detection ↗](https://doi.org/10.1609/aaai.v36i3.20240)**Peizhen Zhang, Zijian Kang, Tong Yang et al.*35 citations*
347. **[Multi-Type Urban Crime Prediction ↗](https://doi.org/10.1609/aaai.v36i4.20360)**Xiangyu Zhao, Wenqi Fan, Hui Liu et al.*35 citations*
348. **[OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control ↗](https://doi.org/10.1609/aaai.v36i4.20378)**Enming Liang, Zicheng Su, Chilin Fang et al.*35 citations*
349. **[Perceptual Quality Assessment of Omnidirectional Images ↗](https://doi.org/10.1609/aaai.v36i1.19937)**Yuming Fang, Liping Huang, Jiebin Yan et al.*35 citations*
350. **[StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts](https://md.research.elamur.ai/free/en/papers/shi-2022-stepgame-new-benchmark-robust-multi/)**Zhengxiang Shi, Qiang Zhang, Aldo Lipani*35 citations · our summary*
351. **[A Causal Debiasing Framework for Unsupervised Salient Object Detection ↗](https://doi.org/10.1609/aaai.v36i2.20052)**Xiangru Lin, Ziyi Wu, Guanqi Chen et al.*34 citations*
352. **[Authentic Integration of Ethics and AI through Sociotechnical, Problem-Based Learning ↗](https://doi.org/10.1609/aaai.v36i11.21556)**Ari Krakowski, Eric Greenwald, Timothy Hurt et al.*34 citations*
353. **[Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning ↗](https://doi.org/10.1609/aaai.v36i7.20731)**Gengyu Lyu, Xiang Deng, Yanan Wu et al.*34 citations*
354. **[Can Vision Transformers Learn without Natural Images? ↗](https://doi.org/10.1609/aaai.v36i2.20094)**Kodai Nakashima, Hirokatsu Kataoka, Asato Matsumoto et al.*34 citations*
355. **[Deep Implicit Statistical Shape Models for 3D Medical Image Delineation ↗](https://doi.org/10.1609/aaai.v36i2.20110)**Ashwin Raju, Shun Miao, Dakai Jin et al.*34 citations*
356. **[Directed Graph Auto-Encoders ↗](https://doi.org/10.1609/aaai.v36i7.20682)**Γεώργιος Κόλλιας, Vasileios Kalantzis, Tsuyoshi Idé et al.*34 citations*
357. **[Generative Adaptive Convolutions for Real-World Noisy Image Denoising ↗](https://doi.org/10.1609/aaai.v36i2.20088)**Ruijun Ma, Shuyi Li, Bob Zhang et al.*34 citations*
358. **[LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification ↗](https://doi.org/10.1609/aaai.v36i10.21291)**Jiangjie Chen, Qiaoben Bao, Changzhi Sun et al.*34 citations*
359. **[Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum ↗](https://doi.org/10.1609/aaai.v36i8.20899)**Zeyang Zhang, Ziwei Zhang, Xin Wang et al.*34 citations*
360. **[Longitudinal Fairness with Censorship ↗](https://doi.org/10.1609/aaai.v36i11.21484)**Wenbin Zhang, Jeremy C. Weiss*34 citations*
361. **[MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers ↗](https://doi.org/10.1609/aaai.v36i9.21262)**Elias B. Khalil, Christopher Morris, Andrea Lodi*34 citations*
362. **[PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks ↗](https://doi.org/10.1609/aaai.v36i1.19938)**Mojtaba Faramarzi, Mohammad Amini, Akilesh Badrinaaraayanan et al.*34 citations*
363. **[A Self-Supervised Mixed-Curvature Graph Neural Network ↗](https://doi.org/10.1609/aaai.v36i4.20333)**Li Sun, Zhongbao Zhang, Junda Ye et al.*33 citations*
364. **[A Socially Relevant Focused AI Curriculum Designed for Female High School Students ↗](https://doi.org/10.1609/aaai.v36i11.21546)**Lauren Alvarez, Isabella Gransbury, Veronica Cateté et al.*33 citations*
365. **[Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning ↗](https://doi.org/10.1609/aaai.v36i3.20213)**Xiaoshan Yang, Baochen Xiong, Yi Huang et al.*33 citations*
366. **[Exploring Relational Semantics for Inductive Knowledge Graph Completion ↗](https://doi.org/10.1609/aaai.v36i4.20337)**Changjian Wang, Xiaofei Zhou, Shirui Pan et al.*33 citations*
367. **[HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting ↗](https://doi.org/10.1609/aaai.v36i4.20338)**Chenyu Wang, Zongyu Lin, Xiaochen Yang et al.*33 citations*
368. **[Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation ↗](https://doi.org/10.1609/aaai.v36i10.21359)**Thong Thanh Nguyen, Anh Tuan Luu*33 citations*
369. **[Investigations of Performance and Bias in Human-AI Teamwork in Hiring ↗](https://doi.org/10.1609/aaai.v36i11.21468)**Andi Peng, Besmira Nushi, Emre Kıcıman et al.*33 citations*
370. **[Multi-Sacle Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i1.19879)**Duzhen Zhang, Tielin Zhang, Shuncheng Jia et al.*33 citations*
371. **[MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks ↗](https://doi.org/10.1609/aaai.v36i5.20512)**Nick Hoernle, Rafael-Michael Karampatsis, Vaishak Belle et al.*33 citations*
372. **[Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective ↗](https://doi.org/10.1609/aaai.v36i2.20134)**Jiaxiang Tang, Xiaokang Chen, Jingbo Wang et al.*33 citations*
373. **[On the Impact of Spurious Correlation for Out-of-Distribution Detection ↗](https://doi.org/10.1609/aaai.v36i9.21244)**Yifei Ming, Hang Yin, Yixuan Li*33 citations*
374. **[Online Certification of Preference-Based Fairness for Personalized Recommender Systems ↗](https://doi.org/10.1609/aaai.v36i6.20606)**Virginie Do, Sam Corbett‐Davies, Jamal Atif C et al.*33 citations*
375. **[Robust Graph-Based Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v36i7.20710)**Weixuan Liang, Xinwang Liu, Sihang Zhou et al.*33 citations*
376. **[Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes ↗](https://doi.org/10.1609/aaai.v36i7.20790)**Christian Schilling, Marcelo Forets, Sebastián Guadalupe*33 citations*
377. **[BM-NAS: Bilevel Multimodal Neural Architecture Search ↗](https://doi.org/10.1609/aaai.v36i8.20872)**Yihang Yin, Siyu Huang, X. D. Zhang*32 citations*
378. **[Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution ↗](https://doi.org/10.1609/aaai.v36i3.20180)**Bin Xia, Yapeng Tian, Yucheng Hang et al.*32 citations*
379. **[DeTarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration ↗](https://doi.org/10.1609/aaai.v36i1.19917)**Zhi Chen, Fan Yang, Wenbing Tao*32 citations*
380. **[Deep Unsupervised Hashing with Latent Semantic Components ↗](https://doi.org/10.1609/aaai.v36i7.20713)**Qinghong Lin, Xiaojun Chen, Qin Zhang et al.*32 citations*
381. **[End-to-End Learning the Partial Permutation Matrix for Robust 3D Point Cloud Registration ↗](https://doi.org/10.1609/aaai.v36i3.20250)**Zhiyuan Zhang, Jiadai Sun, Yuchao Dai et al.*32 citations*
382. **[Fair and Efficient Allocations of Chores under Bivalued Preferences ↗](https://doi.org/10.1609/aaai.v36i5.20436)**Jugal Garg, Aniket Murhekar, John Qin*32 citations*
383. **[Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching ↗](https://doi.org/10.1609/aaai.v36i7.20725)**Xin Liu, Yangqiu Song*32 citations*
384. **[Learning to Solve Routing Problems via Distributionally Robust Optimization ↗](https://doi.org/10.1609/aaai.v36i9.21214)**Yuan Jiang, Yaoxin Wu, Zhiguang Cao et al.*32 citations*
385. **[MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation ↗](https://doi.org/10.1609/aaai.v36i2.20091)**Safa C. Medin, Bernhard Egger, Anoop Cherian et al.*32 citations*
386. **[Promoting Single-Modal Optical Flow Network for Diverse Cross-Modal Flow Estimation ↗](https://doi.org/10.1609/aaai.v36i3.20268)**Shili Zhou, Weimin Tan, Bo Yan*32 citations*
387. **[ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery ↗](https://doi.org/10.1609/aaai.v36i11.21471)**Gyri Reiersen, David Dao, Björn Lütjens et al.*32 citations*
388. **[Unsupervised Adversarially Robust Representation Learning on Graphs ↗](https://doi.org/10.1609/aaai.v36i4.20349)**Jiarong Xu, Yang Yang, Junru Chen et al.*32 citations*
389. **[Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data ↗](https://doi.org/10.1609/aaai.v36i4.20366)**Ke Chen, Xingjian Du, Bilei Zhu et al.*32 citations*
390. **[Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge ↗](https://doi.org/10.1609/aaai.v36i10.21326)**Yoonna Jang, Jungwoo Lim, Yuna Hur et al.*31 citations*
391. **[Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving ↗](https://doi.org/10.1609/aaai.v36i3.20149)**Li Wang, Dong Li, Han Liu et al.*31 citations*
392. **[DeepAuth: A DNN Authentication Framework by Model-Unique and Fragile Signature Embedding ↗](https://doi.org/10.1609/aaai.v36i9.21193)**Yingjie Lao, Weijie Zhao, Peng Yang et al.*31 citations*
393. **[DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation ↗](https://doi.org/10.1609/aaai.v36i10.21397)**Yifan Wang, Yiping Song, Shuai Li et al.*31 citations*
394. **[EditVAE: Unsupervised Parts-Aware Controllable 3D Point Cloud Shape Generation ↗](https://doi.org/10.1609/aaai.v36i2.20027)**Shidi Li, Miaomiao Liu, Christian Walder*31 citations*
395. **[Frequency-Aware Contrastive Learning for Neural Machine Translation ↗](https://doi.org/10.1609/aaai.v36i10.21426)**Tong Zhang, Wei Ye, Baosong Yang et al.*31 citations*
396. **[GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data ↗](https://doi.org/10.1609/aaai.v36i1.19928)**Kaiwen Cui, Jiaxing Huang, Zhipeng Luo et al.*31 citations*
397. **[Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning ↗](https://doi.org/10.1609/aaai.v36i7.20755)**Lokesh Nagalapatti, Ruhi Sharma Mittal, Ramasuri Narayanam*31 citations*
398. **[Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification ↗](https://doi.org/10.1609/aaai.v36i6.20614)**Zhiyu Fang, Xiaobin Zhu, Chun Hung Yang et al.*31 citations*
399. **[MTLDesc: Looking Wider to Describe Better ↗](https://doi.org/10.1609/aaai.v36i2.20138)**Changwei Wang, Rongtao Xu, Yuyang Zhang et al.*31 citations*
400. **[Adaptive Orthogonal Projection for Batch and Online Continual Learning ↗](https://doi.org/10.1609/aaai.v36i6.20634)**Yiduo Guo, Wenpeng Hu, Dongyan Zhao et al.*30 citations*

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