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

1,619 papers · page 5 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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401. **[Deconfounded Visual Grounding ↗](https://doi.org/10.1609/aaai.v36i1.19983)**Jianqiang Huang, Qin Yu, Jiaxin Qi et al.*30 citations*
402. **[Has CEO Gender Bias Really Been Fixed? Adversarial Attacking and Improving Gender Fairness in Image Search ↗](https://doi.org/10.1609/aaai.v36i11.21445)**Yunhe Feng, Chirag Shah*30 citations*
403. **[HiTKG: Towards Goal-Oriented Conversations via Multi-Hierarchy Learning ↗](https://doi.org/10.1609/aaai.v36i10.21360)**Jinjie Ni, Vlad Pandelea, Tom Young et al.*30 citations*
404. **[Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-Supervised Learning ↗](https://doi.org/10.1609/aaai.v36i3.20231)**Ilwi Yun, Hyuk-Jae Lee, Chae Eun Rhee*30 citations*
405. **[Is Discourse Role Important for Emotion Recognition in Conversation? ↗](https://doi.org/10.1609/aaai.v36i10.21361)**Donovan Ong, Jian Su, Bin Chen et al.*30 citations*
406. **[Learning Universal Adversarial Perturbation by Adversarial Example ↗](https://doi.org/10.1609/aaai.v36i2.20023)**Maosen Li, Yanhua Yang, Kun Wei et al.*30 citations*
407. **[Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking ↗](https://doi.org/10.1609/aaai.v36i2.20035)**Yidi Li, Hong Liu, Hao Tang*30 citations*
408. **[Neighborhood-Adaptive Structure Augmented Metric Learning ↗](https://doi.org/10.1609/aaai.v36i2.20025)**Pandeng Li, Yan Li, Hongtao Xie et al.*30 citations*
409. **[Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints ↗](https://doi.org/10.1609/aaai.v36i5.20507)**Niku Gorji, Sasha Rubin*30 citations*
410. **[Towards an AI-Infused Interdisciplinary Curriculum for Middle-Grade Classrooms ↗](https://doi.org/10.1609/aaai.v36i11.21544)**Bita Akram, Spencer Yoder, Cansu Tatar et al.*30 citations*
411. **[ValueNet: A New Dataset for Human Value Driven Dialogue System ↗](https://doi.org/10.1609/aaai.v36i10.21368)**Liang Qiu, Yizhou Zhao, Jinchao Li et al.*30 citations*
412. **[Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective ↗](https://doi.org/10.1609/aaai.v36i10.21375)**Emmanuelle Salin, Badreddine Farah, Stéphane Ayache et al.*29 citations*
413. **[CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems ↗](https://doi.org/10.1609/aaai.v36i10.21356)**Fei Mi, Yasheng Wang, Yitong Li*29 citations*
414. **[Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition ↗](https://doi.org/10.1609/aaai.v36i1.19914)**Yingjie Chen, Diqi Chen, Tao Wang et al.*29 citations*
415. **[Continual Learning through Retrieval and Imagination ↗](https://doi.org/10.1609/aaai.v36i8.20837)**Zhen Wang, Liu Liu, Yiqun Duan et al.*29 citations*
416. **[Curiosity-Driven Exploration via Latent Bayesian Surprise ↗](https://doi.org/10.1609/aaai.v36i7.20743)**Pietro Mazzaglia, Ozan Çatal, Tim Verbelen et al.*29 citations*
417. **[DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy ↗](https://doi.org/10.1609/aaai.v36i6.20586)**Anda Cheng, Jiaxing Wang, Xi Sheryl Zhang et al.*29 citations*
418. **[DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts ↗](https://doi.org/10.1609/aaai.v36i11.21539)**Wenzhen Zhu, Negin Sokhandan, Guang Yang et al.*29 citations*
419. **[Enhanced Story Comprehension for Large Language Models through Dynamic Document-Based Knowledge Graphs ↗](https://doi.org/10.1609/aaai.v36i10.21286)**Berkeley R Andrus, Yeganeh Nasiri, Shilong Cui et al.*29 citations*
420. **[Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health ↗](https://doi.org/10.1609/aaai.v36i11.21460)**Aditya Mate, Lovish Madaan, Aparna Taneja et al.*29 citations*
421. **[Interpretable Neural Subgraph Matching for Graph Retrieval ↗](https://doi.org/10.1609/aaai.v36i7.20784)**Indradyumna Roy, Venkata Sai Baba Reddy Velugoti, Soumen Chakrabarti et al.*29 citations*
422. **[MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-Based Image Captioning ↗](https://doi.org/10.1609/aaai.v36i3.20243)**Wenqiao Zhang, Haochen Shi, Jiannan Guo et al.*29 citations*
423. **[Making Adversarial Examples More Transferable and Indistinguishable ↗](https://doi.org/10.1609/aaai.v36i3.20279)**Junhua Zou, Yexin Duan, Boyu Li et al.*29 citations*
424. **[Orthogonal Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v36i4.20316)**Kai Guo, Kaixiong Zhou, Xia Hu et al.*29 citations*
425. **[SFSRNet: Super-resolution for Single-Channel Audio Source Separation ↗](https://doi.org/10.1609/aaai.v36i10.21372)**Joel Rixen, Matthias Renz*29 citations*
426. **[Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures ↗](https://doi.org/10.1609/aaai.v36i6.20636)**Yuzhi Guo, Jiaxiang Wu, Hehuan Ma et al.*29 citations*
427. **[When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework ↗](https://doi.org/10.1609/aaai.v36i5.20474)**Xinyi Zou, Yan Yan, Jing‐Hao Xue et al.*29 citations*
428. **[A Unified Framework for Real Time Motion Completion ↗](https://doi.org/10.1609/aaai.v36i4.20368)**Yinglin Duan, Yue Lin, Zhengxia Zou et al.*28 citations*
429. **[Adapt to Environment Sudden Changes by Learning a Context Sensitive Policy ↗](https://doi.org/10.1609/aaai.v36i7.20730)**Fan-Ming Luo, Shengyi Jiang, Yang Yu et al.*28 citations*
430. **[Close the Loop: A Unified Bottom-Up and Top-Down Paradigm for Joint Image Deraining and Segmentation ↗](https://doi.org/10.1609/aaai.v36i2.20033)**Yi Li, Yi Chang, Chang‐Feng Yu et al.*28 citations*
431. **[Constrained Prescriptive Trees via Column Generation ↗](https://doi.org/10.1609/aaai.v36i4.20384)**Shivaram Subramanian, Wei Sun, Youssef Drissi et al.*28 citations*
432. **[Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring ↗](https://doi.org/10.1609/aaai.v36i9.21230)**Yunzhuang Shen, Yuan Sun, Xiaodong Li et al.*28 citations*
433. **[Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations ↗](https://doi.org/10.1609/aaai.v36i5.20464)**Siddhant Arora, Danish Pruthi, Norman Sadeh et al.*28 citations*
434. **[FFNet: Frequency Fusion Network for Semantic Scene Completion ↗](https://doi.org/10.1609/aaai.v36i3.20156)**Xuzhi Wang, Di Lin, Liang Wan*28 citations*
435. **[Fast Sparse Decision Tree Optimization via Reference Ensembles ↗](https://doi.org/10.1609/aaai.v36i9.21194)**Hayden McTavish, Chudi Zhong, Reto Achermann et al.*28 citations*
436. **[GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference ↗](https://doi.org/10.1609/aaai.v36i2.20137)**Peng Tu, Yawen Huang, Feng Zheng et al.*28 citations*
437. **[Improving Evidential Deep Learning via Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v36i7.20759)**Dongpin Oh, Bonggun Shin*28 citations*
438. **[Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation ↗](https://doi.org/10.1609/aaai.v36i1.19984)**Wei Huang, Shiyu Deng, Chang Chen et al.*28 citations*
439. **[Multi-View Clustering on Topological Manifold ↗](https://doi.org/10.1609/aaai.v36i6.20652)**Shudong Huang, Ivor Wai-Hung Tsang, Zenglin Xu et al.*28 citations*
440. **[Retinomorphic Object Detection in Asynchronous Visual Streams ↗](https://doi.org/10.1609/aaai.v36i2.20021)**Jianing Li, Xiao Wang, Lin Zhu et al.*28 citations*
441. **[Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization ↗](https://doi.org/10.1609/aaai.v36i1.19916)**Zhe Chen, Wenhai Wang, Enze Xie et al.*28 citations*
442. **[Tractable Explanations for d-DNNF Classifiers ↗](https://doi.org/10.1609/aaai.v36i5.20514)**Xuanxiang Huang, Yacine Izza, Alexey Ignatiev et al.*28 citations*
443. **[A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition ↗](https://doi.org/10.1609/aaai.v36i10.21401)**Changxing Wu, Liuwen Cao, Yubin Ge et al.*27 citations*
444. **[A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications ↗](https://doi.org/10.1609/aaai.v36i1.19894)**Yun-Hao Cao, Jianxin Wu*27 citations*
445. **[Cosine Model Watermarking against Ensemble Distillation ↗](https://doi.org/10.1609/aaai.v36i9.21184)**Laurent Charette, Lingyang Chu, Yizhou Chen et al.*27 citations*
446. **[Cross-Domain Few-Shot Graph Classification ↗](https://doi.org/10.1609/aaai.v36i6.20642)**Kaveh Hassani*27 citations*
447. **[Event-Image Fusion Stereo Using Cross-Modality Feature Propagation ↗](https://doi.org/10.1609/aaai.v36i1.19923)**Hoonhee Cho, Kuk‐Jin Yoon*27 citations*
448. **[Explainable Survival Analysis with Convolution-Involved Vision Transformer ↗](https://doi.org/10.1609/aaai.v36i2.20118)**Yifan Shen, Li Liu, Zhihao Gavin Tang et al.*27 citations*
449. **[Exploring Safer Behaviors for Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v36i7.20737)**Enrico Marchesini, Davide Corsi, Alessandro Farinelli*27 citations*
450. **[Improving Biomedical Information Retrieval with Neural Retrievers ↗](https://doi.org/10.1609/aaai.v36i10.21352)**Man Luo, Arindam Mitra, Tejas Gokhale et al.*27 citations*
451. **[PrivateSNN: Privacy-Preserving Spiking Neural Networks ↗](https://doi.org/10.1609/aaai.v36i1.20005)**Youngeun Kim, Yeshwanth Venkatesha, Priyadarshini Panda*27 citations*
452. **[Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation ↗](https://doi.org/10.1609/aaai.v36i3.20177)**Xinyi Wu, Zhenyao Wu, Yuhang Lu et al.*27 citations*
453. **[Transmission-Guided Bayesian Generative Model for Smoke Segmentation ↗](https://doi.org/10.1609/aaai.v36i3.20207)**Siyuan Yan, Jing Zhang, Nick M. Barnes*27 citations*
454. **[Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v36i7.20762)**Soumyasundar Pal, Antonios Valkanas, Florence Regol et al.*26 citations*
455. **[Barely-Supervised Learning: Semi-supervised Learning with Very Few Labeled Images ↗](https://doi.org/10.1609/aaai.v36i2.20082)**Thomas Lucas, Philippe Weinzaepfel, Grégory Rogez*26 citations*
456. **[EtinyNet: Extremely Tiny Network for TinyML ↗](https://doi.org/10.1609/aaai.v36i4.20387)**Kunran Xu, Yishi Li, Huawei Zhang et al.*26 citations*
457. **[Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding ↗](https://doi.org/10.1609/aaai.v36i1.19902)**Jiaming Chen, Weixin Luo, Wei Zhang et al.*26 citations*
458. **[Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards ↗](https://doi.org/10.1609/aaai.v36i9.21177)**Sebastian Shenghong Tay, Xinyi Xu, Chuan-Sheng Foo et al.*26 citations*
459. **[Iterative Contrast-Classify for Semi-supervised Temporal Action Segmentation ↗](https://doi.org/10.1609/aaai.v36i2.20124)**Dipika Singhania, Rahul Rahaman, Angela Yao*26 citations*
460. **[Language Model Priming for Cross-Lingual Event Extraction ↗](https://doi.org/10.1609/aaai.v36i10.21307)**Steven Fincke, Shantanu Agarwal, Scott Miller et al.*26 citations*
461. **[Low-Pass Graph Convolutional Network for Recommendation ↗](https://doi.org/10.1609/aaai.v36i8.20878)**Wenhui Yu, Zixin Zhang, Zheng Qin*26 citations*
462. **[Out of Distribution Data Detection Using Dropout Bayesian Neural Networks ↗](https://doi.org/10.1609/aaai.v36i7.20757)**André T. Nguyen, Fred Lu, Gary Lopez Munoz et al.*26 citations*
463. **[RetGen: A Joint Framework for Retrieval and Grounded Text Generation Modeling ↗](https://doi.org/10.1609/aaai.v36i10.21429)**Yizhe Zhang, Siqi Sun, Xiang Gao et al.*26 citations*
464. **[Sampling-Based Robust Control of Autonomous Systems with Non-Gaussian Noise ↗](https://doi.org/10.1609/aaai.v36i9.21201)**Thom Badings, Alessandro Abate, Nils Jansen et al.*26 citations*
465. **[Self-Labeling Framework for Novel Category Discovery over Domains ↗](https://doi.org/10.1609/aaai.v36i3.20224)**Qing Yu, Daiki Ikami, Go Irie et al.*26 citations*
466. **[Semi-supervised Learning with Multi-Head Co-Training ↗](https://doi.org/10.1609/aaai.v36i6.20577)**Mingcai Chen, Yuntao Du, Yi Zhang et al.*26 citations*
467. **[Stability Verification in Stochastic Control Systems via Neural Network Supermartingales ↗](https://doi.org/10.1609/aaai.v36i7.20695)**Mathias Lechner, Đorđe Žikelić, Krishnendu Chatterjee et al.*26 citations*
468. **[Trading Complexity for Sparsity in Random Forest Explanations ↗](https://doi.org/10.1609/aaai.v36i5.20484)**Gilles Audemard, Steve Bellart, Louenas Bounia et al.*26 citations*
469. **[Training-Free Uncertainty Estimation for Dense Regression: Sensitivity as a Surrogate ↗](https://doi.org/10.1609/aaai.v36i9.21243)**Mi Lu, Hao Wang, Yonglong Tian et al.*26 citations*
470. **[XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge ↗](https://doi.org/10.1609/aaai.v36i10.21330)**Xiaoze Jiang, Yaobo Liang, Weizhu Chen et al.*26 citations*
471. **[ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification ↗](https://doi.org/10.1609/aaai.v36i10.21336)**Hazel H. Kim, Daecheol Woo, Seong Joon Oh et al.*25 citations*
472. **[Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach ↗](https://doi.org/10.1609/aaai.v36i4.20281)**Qinbo Bai, Amrit Singh Bedi, Mridul Agarwal et al.*25 citations*
473. **[Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation ↗](https://doi.org/10.1609/aaai.v36i10.21289)**Hanjie Chen, Yangfeng Ji*25 citations*
474. **[Boosting Generative Zero-Shot Learning by Synthesizing Diverse Features with Attribute Augmentation ↗](https://doi.org/10.1609/aaai.v36i3.20256)**Xiaojie Zhao, Yuming Shen, Shidong Wang et al.*25 citations*
475. **[Can Semantic Labels Assist Self-Supervised Visual Representation Learning? ↗](https://doi.org/10.1609/aaai.v36i3.20166)**Longhui Wei, Lingxi Xie, Jianzhong He et al.*25 citations*
476. **[Deep Spatial Adaptive Network for Real Image Demosaicing ↗](https://doi.org/10.1609/aaai.v36i3.20242)**Tao Zhang, Ying Fu, Cheng Li*25 citations*
477. **[Deformable Graph Convolutional Networks ↗](https://doi.org/10.1609/aaai.v36i7.20765)**Jinyoung Park, Sungdong Yoo, Jihwan Park et al.*25 citations*
478. **[Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering ↗](https://doi.org/10.1609/aaai.v36i10.21346)**Mingxiao Li, Marie‐Francine Moens*25 citations*
479. **[Group-Aware Threshold Adaptation for Fair Classification ↗](https://doi.org/10.1609/aaai.v36i6.20657)**Taeuk Jang, Pengyi Shi, Xiaoqian Wang*25 citations*
480. **[Guide Local Feature Matching by Overlap Estimation ↗](https://doi.org/10.1609/aaai.v36i1.19913)**Ying Chen, Dihe Huang, Shang Xu et al.*25 citations*
481. **[Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction ↗](https://doi.org/10.1609/aaai.v36i2.20051)**Tiancheng Lin, Hongteng Xu, Canqian Yang et al.*25 citations*
482. **[Online-Updated High-Order Collaborative Networks for Single Image Deraining ↗](https://doi.org/10.1609/aaai.v36i2.20140)**Cong Wang, Jinshan Pan, Xiao-Ming Wu*25 citations*
483. **[Paving the Way for Novices: How to Teach AI for K-12 Education in China ↗](https://doi.org/10.1609/aaai.v36i11.21565)**Jiachen Song, Linan Zhang, Jinglei Yu et al.*25 citations*
484. **[Qubit Routing Using Graph Neural Network Aided Monte Carlo Tree Search ↗](https://doi.org/10.1609/aaai.v36i9.21231)**Animesh Sinha, Utkarsh Azad, Harjinder Singh*25 citations*
485. **[Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems ↗](https://doi.org/10.1609/aaai.v36i5.20476)**Fangda Gu, He Yin, Laurent El Ghaoui et al.*25 citations*
486. **[SAIL: Self-Augmented Graph Contrastive Learning ↗](https://doi.org/10.1609/aaai.v36i8.20875)**Lu Yu, Shichao Pei, Lizhong Ding et al.*25 citations*
487. **[Sentiment and Emotion-Aware Multi-Modal Complaint Identification ↗](https://doi.org/10.1609/aaai.v36i11.21476)**Apoorva Singh, Soumyodeep Dey, Anamitra Singha et al.*25 citations*
488. **[Unsupervised Anomaly Detection by Robust Density Estimation ↗](https://doi.org/10.1609/aaai.v36i4.20328)**Boyang Liu, Pang‐Ning Tan, Jiayu Zhou*25 citations*
489. **[Visual Sound Localization in the Wild by Cross-Modal Interference Erasing ↗](https://doi.org/10.1609/aaai.v36i2.20073)**Xian Liu, Rui Qian, Hang Zhou et al.*25 citations*
490. **[Attacking Video Recognition Models with Bullet-Screen Comments ↗](https://doi.org/10.1609/aaai.v36i1.19907)**Kai Chen, Zhipeng Wei, Jingjing Chen et al.*24 citations*
491. **[AutoBERT-Zero: Evolving BERT Backbone from Scratch ↗](https://doi.org/10.1609/aaai.v36i10.21311)**Jiahui Gao, Hang Xu, Shi Han et al.*24 citations*
492. **[Coordinating Momenta for Cross-Silo Federated Learning ↗](https://doi.org/10.1609/aaai.v36i8.20853)**An Ping Xu, Heng Huang*24 citations*
493. **[Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision ↗](https://doi.org/10.1609/aaai.v36i4.20362)**Jun Zhuang, Mohammad Al Hasan*24 citations*
494. **[Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval ↗](https://doi.org/10.1609/aaai.v36i3.20195)**Rui Xu, Zongyan Han, Le Hui et al.*24 citations*
495. **[Fairness by “Where”: A Statistically-Robust and Model-Agnostic Bi-level Learning Framework ↗](https://doi.org/10.1609/aaai.v36i11.21481)**Yiqun Xie, Erhu He, Xiaowei Jia et al.*24 citations*
496. **[Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values ↗](https://doi.org/10.1609/aaai.v36i9.21189)**Haewon Jeong, Hao Wang, Flávio P. Calmon*24 citations*
497. **[Fast and Constrained Absent Keyphrase Generation by Prompt-Based Learning ↗](https://doi.org/10.1609/aaai.v36i10.21402)**Huanqin Wu, Baijiaxin Ma, Wei Liu et al.*24 citations*
498. **[GNN-Retro: Retrosynthetic Planning with Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v36i4.20318)**Peng Han, Peilin Zhao, Chan Lu et al.*24 citations*
499. **[Learning to Detect 3D Facial Landmarks via Heatmap Regression with Graph Convolutional Network ↗](https://doi.org/10.1609/aaai.v36i3.20161)**Yuan Wang, Min Cao, Zhenfeng Fan et al.*24 citations*
500. **[NoiseGrad — Enhancing Explanations by Introducing Stochasticity to Model Weights ↗](https://doi.org/10.1609/aaai.v36i6.20561)**Kirill Bykov, Anna Hedström, Shinichi Nakajima et al.*24 citations*

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