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

1,619 papers · page 3 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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201. **[Deepfake Network Architecture Attribution ↗](https://doi.org/10.1609/aaai.v36i4.20391)**Tianyun Yang, Ziyao Huang, Juan Cao et al.*56 citations*
202. **[Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification ↗](https://doi.org/10.1609/aaai.v36i1.19912)**Xiaohua Chen, Yucan Zhou, Dayan Wu et al.*56 citations*
203. **[Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification ↗](https://doi.org/10.1609/aaai.v36i3.20165)**Zi Wang, Chenglong Li, Aihua Zheng et al.*56 citations*
204. **[TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval ↗](https://doi.org/10.1609/aaai.v36i2.20136)**Jialin Tian, Xing Xu, Fumin Shen et al.*56 citations*
205. **[Uncertainty-Aware Learning against Label Noise on Imbalanced Datasets ↗](https://doi.org/10.1609/aaai.v36i6.20654)**Yingsong Huang, Bing Bai, Shengwei Zhao et al.*56 citations*
206. **[Consistency Regularization for Adversarial Robustness ↗](https://doi.org/10.1609/aaai.v36i8.20817)**Jihoon Tack, Sihyun Yu, Jongheon Jeong et al.*55 citations*
207. **[Go Wider Instead of Deeper ↗](https://doi.org/10.1609/aaai.v36i8.20858)**Fuzhao Xue, Ziji Shi, Futao Wei et al.*55 citations*
208. **[Inductive Relation Prediction by BERT ↗](https://doi.org/10.1609/aaai.v36i5.20537)**Hanwen Zha, Zhiyu Chen, Xifeng Yan*55 citations*
209. **[Semi-supervised Object Detection with Adaptive Class-Rebalancing Self-Training ↗](https://doi.org/10.1609/aaai.v36i3.20234)**Fangyuan Zhang, Tianxiang Pan, Bin Wang*55 citations*
210. **[CTIN: Robust Contextual Transformer Network for Inertial Navigation ↗](https://doi.org/10.1609/aaai.v36i5.20479)**Bingbing Rao, Ehsan Kazemi, Yifan Ding et al.*54 citations*
211. **[Complementary Attention Gated Network for Pedestrian Trajectory Prediction ↗](https://doi.org/10.1609/aaai.v36i1.19933)**Jinghai Duan, Le Wang, Chengjiang Long et al.*54 citations*
212. **[Deep Recurrent Neural Network with Multi-Scale Bi-directional Propagation for Video Deblurring ↗](https://doi.org/10.1609/aaai.v36i3.20272)**Chao Zhu, Hang Dong, Jinshan Pan et al.*54 citations*
213. **[LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization ↗](https://doi.org/10.1609/aaai.v36i1.19918)**Zhiwei Chen, Changan Wang, Yabiao Wang et al.*54 citations*
214. **[On the Fairness of Causal Algorithmic Recourse ↗](https://doi.org/10.1609/aaai.v36i9.21192)**Julius von Kügelgen, Amir-Hossein Karimi, Umang Bhatt et al.*54 citations*
215. **[Protecting Intellectual Property of Language Generation APIs with Lexical Watermark ↗](https://doi.org/10.1609/aaai.v36i10.21321)**Xuanli He, Qiongkai Xu, Lingjuan Lyu et al.*54 citations*
216. **[Stationary Diffusion State Neural Estimation for Multiview Clustering ↗](https://doi.org/10.1609/aaai.v36i7.20719)**Chenghua Liu, Zhuolin Liao, Yixuan Ma et al.*54 citations*
217. **[Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition ↗](https://doi.org/10.1609/aaai.v36i1.19971)**Yue He, Chen Chen, Jing Zhang et al.*54 citations*
218. **[Fusing Task-Oriented and Open-Domain Dialogues in Conversational Agents ↗](https://doi.org/10.1609/aaai.v36i10.21416)**Tom Young, Frank Xing, Vlad Pandelea et al.*53 citations*
219. **[Image Difference Captioning with Pre-training and Contrastive Learning ↗](https://doi.org/10.1609/aaai.v36i3.20218)**Linli Yao, Weiying Wang, Qin Jin*53 citations*
220. **[MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers ↗](https://doi.org/10.1609/aaai.v36i11.21723)**Yihuai Lan, Lei Wang, Qiyuan Zhang et al.*53 citations*
221. **[Reliable Propagation-Correction Modulation for Video Object Segmentation ↗](https://doi.org/10.1609/aaai.v36i3.20200)**Xiaohao Xu, Jinglu Wang, Xiaoli Li et al.*53 citations*
222. **[Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss ↗](https://doi.org/10.1609/aaai.v36i2.20143)**Hao Wang, Euijoon Ahn, Jinman Kim*53 citations*
223. **[SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations ↗](https://doi.org/10.1609/aaai.v36i2.20040)**Zhenyu Li, Zehui Chen, Ang Li et al.*53 citations*
224. **[Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives ↗](https://doi.org/10.1609/aaai.v36i10.21428)**Yanzhao Zhang, Richong Zhang, Samuel Mensah et al.*53 citations*
225. **[Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey ↗](https://doi.org/10.1609/aaai.v36i11.21496)**Prajjwal Bhargava, Vincent Ng*52 citations*
226. **[Constraints Penalized Q-learning for Safe Offline Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i8.20855)**Haoran Xu, Xianyuan Zhan, Xiangyu Zhu*52 citations*
227. **[DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation ↗](https://doi.org/10.1609/aaai.v36i4.20327)**Wendi Li, Xiao Yang, Weiqing Liu et al.*52 citations*
228. **[Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-training ↗](https://doi.org/10.1609/aaai.v36i10.21318)**Momchil Hardalov, Arnav Arora, Preslav Nakov et al.*52 citations*
229. **[ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v36i10.21312)**Manas Gaur, Kalpa Gunaratna, Vijay Srinivasan et al.*52 citations*
230. **[Provable Guarantees for Understanding Out-of-Distribution Detection ↗](https://doi.org/10.1609/aaai.v36i7.20752)**Peyman Morteza, Yixuan Li*52 citations*
231. **[Resistance Training Using Prior Bias: Toward Unbiased Scene Graph Generation ↗](https://doi.org/10.1609/aaai.v36i1.19896)**Chao Chen, Yibing Zhan, Baosheng Yu et al.*52 citations*
232. **[SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal ↗](https://doi.org/10.1609/aaai.v36i2.20131)**Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong*52 citations*
233. **[Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification ↗](https://doi.org/10.1609/aaai.v36i10.21366)**Yinhua Piao, Sangseon Lee, Dohoon Lee et al.*52 citations*
234. **[UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation ↗](https://doi.org/10.1609/aaai.v36i10.21431)**Zhengkun Zhang, Xiaojun Meng, Yasheng Wang et al.*52 citations*
235. **[Context-Aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs ↗](https://doi.org/10.1609/aaai.v36i4.20380)**Chang Hua Lu, Tian Han, Yue Ning*51 citations*
236. **[Fair Conformal Predictors for Applications in Medical Imaging ↗](https://doi.org/10.1609/aaai.v36i11.21459)**Charles Lu, Andréanne Lemay, Ken Chang et al.*51 citations*
237. **[JFB: Jacobian-Free Backpropagation for Implicit Networks ↗](https://doi.org/10.1609/aaai.v36i6.20619)**Samy Wu Fung, Howard Heaton, Qiuwei Li et al.*51 citations*
238. **[Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints ↗](https://doi.org/10.1609/aaai.v36i2.20069)**Ruijin Liu, Dapeng Chen, Tie Liu et al.*51 citations*
239. **[Semantic Feature Extraction for Generalized Zero-Shot Learning ↗](https://doi.org/10.1609/aaai.v36i1.20002)**Junhan Kim, Kyuhong Shim, Byonghyo Shim*51 citations*
240. **[Towards Building ASR Systems for the Next Billion Users ↗](https://doi.org/10.1609/aaai.v36i10.21327)**Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman et al.*51 citations*
241. **[Tracing Text Provenance via Context-Aware Lexical Substitution ↗](https://doi.org/10.1609/aaai.v36i10.21415)**Xi Yang, Jie Zhang, Kejiang Chen et al.*51 citations*
242. **[Content-Variant Reference Image Quality Assessment via Knowledge Distillation ↗](https://doi.org/10.1609/aaai.v36i3.20221)**Guanghao Yin, Wei Wang, Zehuan Yuan et al.*50 citations*
243. **[Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization ↗](https://doi.org/10.1609/aaai.v36i10.21422)**Litian Zhang, Xiaoming Zhang, Junshu Pan*50 citations*
244. **[LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents ↗](https://doi.org/10.1609/aaai.v36i10.21363)**Shounak Paul, Pawan Goyal, Saptarshi Ghosh*50 citations*
245. **[Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels ↗](https://doi.org/10.1609/aaai.v36i2.20105)**Tao Pu, Tianshui Chen, Hefeng Wu et al.*50 citations*
246. **[Wasserstein Adversarial Transformer for Cloud Workload Prediction ↗](https://doi.org/10.1609/aaai.v36i11.21509)**Shivani Arbat, Vinodh Kumaran Jayakumar, Jae Wook Lee et al.*50 citations*
247. **[Contrastive Quantization with Code Memory for Unsupervised Image Retrieval ↗](https://doi.org/10.1609/aaai.v36i3.20147)**Jinpeng Wang, Ziyun Zeng, Bin Chen et al.*49 citations*
248. **[CrossWalk: Fairness-Enhanced Node Representation Learning ↗](https://doi.org/10.1609/aaai.v36i11.21454)**Ahmad Khajehnejad, M. Amin Khajehnejad, Mahmoudreza Babaei et al.*49 citations*
249. **[TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text ↗](https://doi.org/10.1609/aaai.v36i4.20303)**Muchao Ye, Chenglin Miao, Ting Wang et al.*49 citations*
250. **[Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals ↗](https://doi.org/10.1609/aaai.v36i4.20376)**Lan Xiang, Dianwen Ng, Shenda Hong et al.*48 citations*
251. **[Reliability Exploration with Self-Ensemble Learning for Domain Adaptive Person Re-identification ↗](https://doi.org/10.1609/aaai.v36i2.20043)**Zongyi Li, Yuxuan Shi, Hefei Ling et al.*48 citations*
252. **[SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and Spiking Neural Networks ↗](https://doi.org/10.1609/aaai.v36i2.20061)**Fangxin Liu, Wenbo Zhao, Yongbiao Chen et al.*48 citations*
253. **[CATN: Cross Attentive Tree-Aware Network for Multivariate Time Series Forecasting ↗](https://doi.org/10.1609/aaai.v36i4.20320)**Hui He, Qi Zhang, Simeng Bai et al.*47 citations*
254. **[Hybrid Curriculum Learning for Emotion Recognition in Conversation ↗](https://doi.org/10.1609/aaai.v36i10.21413)**Lin Yang, YI Shen, Yue Mao et al.*47 citations*
255. **[Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing ↗](https://doi.org/10.1609/aaai.v36i2.20071)**Shice Liu, Shitao Lu, Hongyi Xu et al.*46 citations*
256. **[Fully Spiking Variational Autoencoder ↗](https://doi.org/10.1609/aaai.v36i6.20665)**Hiromichi Kamata, Yusuke Mukuta, Tatsuya Harada*46 citations*
257. **[Lifelong Person Re-identification by Pseudo Task Knowledge Preservation ↗](https://doi.org/10.1609/aaai.v36i1.19949)**Wenhang Ge, Junlong Du, Ancong Wu et al.*46 citations*
258. **[Meta Propagation Networks for Graph Few-shot Semi-supervised Learning ↗](https://doi.org/10.1609/aaai.v36i6.20605)**Kaize Ding, Jianling Wang, James Caverlee et al.*46 citations*
259. **[Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition ↗](https://doi.org/10.1609/aaai.v36i2.20062)**Hao Liu, Bin Wang, Zhimin Bao et al.*46 citations*
260. **[Unmasking the Mask – Evaluating Social Biases in Masked Language Models ↗](https://doi.org/10.1609/aaai.v36i11.21453)**Masahiro Kaneko, Danushka Bollegala*46 citations*
261. **[You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation ↗](https://doi.org/10.1609/aaai.v36i2.20017)**Dezhuang Li, Ruoqi Li, Lijun Wang et al.*46 citations*
262. **[Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations ↗](https://doi.org/10.1609/aaai.v36i11.21560)**Sein Minn, Jill-Jênn Vie, Koh Takeuchi et al.*45 citations*
263. **[LaSSL: Label-Guided Self-Training for Semi-supervised Learning ↗](https://doi.org/10.1609/aaai.v36i8.20907)**Zhen Wei Zhao, Luping Zhou, Lei Wang et al.*45 citations*
264. **[Seizing Critical Learning Periods in Federated Learning ↗](https://doi.org/10.1609/aaai.v36i8.20859)**Gang Yan, Hao Wang, Jian Li*45 citations*
265. **[Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary ↗](https://doi.org/10.1609/aaai.v36i2.20068)**Quande Liu, Cheng Chen, Qi Dou et al.*45 citations*
266. **[Adaptive Poincaré Point to Set Distance for Few-Shot Classification ↗](https://doi.org/10.1609/aaai.v36i2.20087)**Rongkai Ma, Pengfei Fang, Tom W. Drummond et al.*44 citations*
267. **[Boosting the Transferability of Video Adversarial Examples via Temporal Translation ↗](https://doi.org/10.1609/aaai.v36i3.20168)**Zhipeng Wei, Jingjing Chen, Zuxuan Wu et al.*44 citations*
268. **[DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding ↗](https://doi.org/10.1609/aaai.v36i10.21425)**Taolin Zhang, Chengyu Wang, Nan Hu et al.*44 citations*
269. **[Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision ↗](https://doi.org/10.1609/aaai.v36i10.21323)**Chenyang Huang, Hao Zhou, Osmar R. Zai͏̈ane et al.*44 citations*
270. **[Polygon-to-Polygon Distance Loss for Rotated Object Detection ↗](https://doi.org/10.1609/aaai.v36i3.20214)**Yang Yang, Jifeng Chen, Xiaopin Zhong et al.*44 citations*
271. **[Privacy-Preserving Face Recognition in the Frequency Domain ↗](https://doi.org/10.1609/aaai.v36i3.20157)**Yinggui Wang, Jian Liu, Man Luo et al.*44 citations*
272. **[Shadow Generation for Composite Image in Real-World Scenes ↗](https://doi.org/10.1609/aaai.v36i1.19974)**Yan Hong, Li Niu, Jianfu Zhang*44 citations*
273. **[Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images ↗](https://doi.org/10.1609/aaai.v36i2.20054)**Yiyang Lin, Bowei Zeng, Yifeng Wang et al.*44 citations*
274. **[Unsupervised Temporal Video Grounding with Deep Semantic Clustering ↗](https://doi.org/10.1609/aaai.v36i2.20060)**Daizong Liu, Xiaoye Qu, Yinzhen Wang et al.*44 citations*
275. **[Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification ↗](https://doi.org/10.1609/aaai.v36i3.20271)**Beier Zhu, Yulei Niu, Xian‐Sheng Hua et al.*43 citations*
276. **[DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents ↗](https://doi.org/10.1609/aaai.v36i1.19943)**Tsu-Jui Fu, William Yang Wang, Daniel McDuff et al.*43 citations*
277. **[Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation ↗](https://doi.org/10.1609/aaai.v36i6.20575)**Liang Chen, Yihang Lou, Jianzhong He et al.*43 citations*
278. **[Learning from the Dark: Boosting Graph Convolutional Neural Networks with Diverse Negative Samples ↗](https://doi.org/10.1609/aaai.v36i6.20608)**Wei Duan, Junyu Xuan, Maoying Qiao et al.*43 citations*
279. **[Learning to Walk with Dual Agents for Knowledge Graph Reasoning ↗](https://doi.org/10.1609/aaai.v36i5.20538)**Denghui Zhang, Zixuan Yuan, Hao Liu et al.*43 citations*
280. **[Max-Margin Contrastive Learning ↗](https://doi.org/10.1609/aaai.v36i8.20796)**Anshul Shah, Suvrit Sra, Rama Chellappa et al.*43 citations*
281. **[NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting ↗](https://doi.org/10.1609/aaai.v36i10.21414)**Linyi Yang, Jiazheng Li, Ruihai Dong et al.*43 citations*
282. **[A Causal Inference Look at Unsupervised Video Anomaly Detection ↗](https://doi.org/10.1609/aaai.v36i2.20053)**Xiangru Lin, Yuyang Chen, Guanbin Li et al.*42 citations*
283. **[DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior ↗](https://doi.org/10.1609/aaai.v36i1.19995)**Shuangping Jin, Bingbing Yu, Minhao Jing et al.*42 citations*
284. **[Efficient Virtual View Selection for 3D Hand Pose Estimation ↗](https://doi.org/10.1609/aaai.v36i1.19919)**Jian Cheng, Yanguang Wan, Dexin Zuo et al.*42 citations*
285. **[Event-Aware Multimodal Mobility Nowcasting ↗](https://doi.org/10.1609/aaai.v36i4.20342)**Zhaonan Wang, Renhe Jiang, Hao Xue et al.*42 citations*
286. **[Graph Pointer Neural Networks ↗](https://doi.org/10.1609/aaai.v36i8.20864)**Tianmeng Yang, Yujing Wang, Zhihan Yue et al.*42 citations*
287. **[MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning ↗](https://doi.org/10.1609/aaai.v36i8.20885)**Baoquan Zhang, Xutao Li, Shanshan Feng et al.*42 citations*
288. **[Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning ↗](https://doi.org/10.1609/aaai.v36i7.20771)**Wachirawit Ponghiran, Kaushik Roy*42 citations*
289. **[AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i4.20394)**Enmin Zhao, Renye Yan, Jinqiu Li et al.*41 citations*
290. **[Coarse-to-Fine Generative Modeling for Graphic Layouts ↗](https://doi.org/10.1609/aaai.v36i1.19994)**Zhaoyun Jiang, Shizhao Sun, Jihua Zhu et al.*41 citations*
291. **[Exploring Visual Context for Weakly Supervised Person Search ↗](https://doi.org/10.1609/aaai.v36i3.20209)**Yichao Yan, Jinpeng Li, Shengcai Liao et al.*41 citations*
292. **[L-CoDe:Language-Based Colorization Using Color-Object Decoupled Conditions ↗](https://doi.org/10.1609/aaai.v36i3.20170)**Shuchen Weng, Hao Wu, Zheng Chang et al.*41 citations*
293. **[Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity in Memory ↗](https://doi.org/10.1609/aaai.v36i2.20064)**Jialun Liu, Wenhui Li, Yifan Sun*41 citations*
294. **[MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion ↗](https://doi.org/10.1609/aaai.v36i1.19988)**Md Mofijul Islam, Tariq Iqbal*41 citations*
295. **[Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks ↗](https://doi.org/10.1609/aaai.v36i8.20795)**Prithviraj Sen, Breno W. Carvalho, Ryan Riegel et al.*41 citations*
296. **[SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation ↗](https://doi.org/10.1609/aaai.v36i2.20012)**Bing Li, Cheng Zheng, Silvio Giancola et al.*41 citations*
297. **[Spatial Frequency Bias in Convolutional Generative Adversarial Networks ↗](https://doi.org/10.1609/aaai.v36i7.20675)**Mahyar Khayatkhoei, Ahmed Elgammal*41 citations*
298. **[Using MaxSAT for Efficient Explanations of Tree Ensembles ↗](https://doi.org/10.1609/aaai.v36i4.20292)**Alexey Ignatiev, Yacine Izza, Peter J. Stuckey et al.*41 citations*
299. **[Almost Full EFX Exists for Four Agents ↗](https://doi.org/10.1609/aaai.v36i5.20410)**Ben Berger, Avi Cohen, Michal Feldman et al.*40 citations*
300. **[CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving ↗](https://doi.org/10.1609/aaai.v36i3.20259)**Yinuo Zhao, Kun Wu, Zhiyuan Xu et al.*40 citations*

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