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# Proceedings of the AAAI Conference on Artificial Intelligence 2020: all accepted papers

1,863 papers · page 6 of 19 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2020](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2020/)

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501. **[Predictive Engagement: An Efficient Metric for Automatic Evaluation of Open-Domain Dialogue Systems ↗](https://doi.org/10.1609/aaai.v34i05.6283)**Sarik Ghazarian, Ralph Weischedel, Aram Galstyan et al.*44 citations*
502. **[Reasoning on Knowledge Graphs with Debate Dynamics ↗](https://doi.org/10.1609/aaai.v34i04.6600)**Marcel E. Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma et al.*44 citations*
503. **[A General Approach to Fairness with Optimal Transport ↗](https://doi.org/10.1609/aaai.v34i04.5771)**Silvia Chiappa, Ray Jiang, Tom Stepleton et al.*43 citations*
504. **[Bayesian Optimization for Categorical and Category-Specific Continuous Inputs ↗](https://doi.org/10.1609/aaai.v34i04.5971)**Dang Nguyen, Sunil Gupta, Santu Rana et al.*43 citations*
505. **[Partial Multi-Label Learning with Noisy Label Identification ↗](https://doi.org/10.1609/aaai.v34i04.6117)**Ming-Kun Xie, Sheng-Jun Huang*43 citations*
506. **[Patchy Image Structure Classification Using Multi-Orientation Region Transform ↗](https://doi.org/10.1609/aaai.v34i07.6968)**Xiaohan Yu, Yang Sheng Zhao, Yongsheng Gao et al.*43 citations*
507. **[Pose-Assisted Multi-Camera Collaboration for Active Object Tracking ↗](https://doi.org/10.1609/aaai.v34i01.5419)**Jing Li, Jing Xu, Fangwei Zhong et al.*43 citations*
508. **[Structured Output Learning with Conditional Generative Flows ↗](https://doi.org/10.1609/aaai.v34i04.5940)**You Li Lu, Bert Huang*43 citations*
509. **[Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset ↗](https://doi.org/10.1609/aaai.v34i04.6161)**Ruohan Zhang, Calen Walshe, Zhuode Liu et al.*42 citations*
510. **[Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms during High-Demand Hours ↗](https://doi.org/10.1609/aaai.v34i02.5597)**Vedant Nanda, Pan Xu, Karthik Abinav Sankararaman et al.*42 citations*
511. **[Consistent Video Style Transfer via Compound Regularization ↗](https://doi.org/10.1609/aaai.v34i07.6905)**Wenjing Wang, Jizheng Xu, Li Zhang et al.*42 citations*
512. **[Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment ↗](https://doi.org/10.1609/aaai.v34i01.5369)**Mansi Agarwal, Maitree Leekha, Ramit Sawhney et al.*42 citations*
513. **[Differentially Private and Fair Classification via Calibrated Functional Mechanism ↗](https://doi.org/10.1609/aaai.v34i01.5402)**Jiahao Ding, Xinyue Zhang, Xiaohuan Li et al.*42 citations*
514. **[Fairness for Robust Log Loss Classification ↗](https://doi.org/10.1609/aaai.v34i04.6002)**Ashkan Rezaei, Rizal Fathony, Omid Memarrast et al.*42 citations*
515. **[Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering ↗](https://doi.org/10.1609/aaai.v34i05.6453)**Jian Wang, Junhao Liu, Wei Bi et al.*42 citations*
516. **[Latent Relation Language Models ↗](https://doi.org/10.1609/aaai.v34i05.6298)**Hiroaki Hayashi, Zecong Hu, Chenyan Xiong et al.*42 citations*
517. **[Weighted-Sampling Audio Adversarial Example Attack ↗](https://doi.org/10.1609/aaai.v34i04.5928)**Xiaolei Liu, Kun Wan, Yufei Ding et al.*42 citations*
518. **[AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning ↗](https://doi.org/10.1609/aaai.v34i04.5824)**Yunhui Guo, Yandong Li, Liqiang Wang et al.*41 citations*
519. **[Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment ↗](https://doi.org/10.1609/aaai.v34i05.6476)**Kun Xu, Linfeng Song, Yansong Feng et al.*41 citations*
520. **[DIANet: Dense-and-Implicit Attention Network ↗](https://doi.org/10.1609/aaai.v34i04.5842)**Zhongzhan Huang, Senwei Liang, Mingfu Liang et al.*41 citations*
521. **[Joint Super-Resolution and Alignment of Tiny Faces ↗](https://doi.org/10.1609/aaai.v34i07.6962)**Yu Yin, Joseph P. Robinson, Yulun Zhang et al.*41 citations*
522. **[Multiagent Evaluation Mechanisms ↗](https://doi.org/10.1609/aaai.v34i02.5543)**Tal Alon, Magdalen Dobson, Ariel D. Procaccia et al.*41 citations*
523. **[Not All Attention Is Needed: Gated Attention Network for Sequence Data ↗](https://doi.org/10.1609/aaai.v34i04.6129)**Lanqing Xue, Xiaopeng Li, Nevin Lianwen Zhang*41 citations*
524. **[Potential Passenger Flow Prediction: A Novel Study for Urban Transportation Development ↗](https://doi.org/10.1609/aaai.v34i04.5819)**Yongshun Gong, Zhibin Li, Jian Zhang et al.*41 citations*
525. **[RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v34i01.5413)**Nan Jiang, Sheng Jin, Zhiyao Duan et al.*41 citations*
526. **[Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning ↗](https://doi.org/10.1609/aaai.v34i05.6355)**Dayiheng Liu, Jie Fu, Yidan Zhang et al.*41 citations*
527. **[Variational Metric Scaling for Metric-Based Meta-Learning ↗](https://doi.org/10.1609/aaai.v34i04.5752)**Jiaxin Chen, Li-Ming Zhan, Xiao-Ming Wu et al.*41 citations*
528. **[Abstract Interpretation of Decision Tree Ensemble Classifiers ↗](https://doi.org/10.1609/aaai.v34i04.5998)**Francesco Ranzato, Marco Zanella*40 citations*
529. **[An Efficient Evolutionary Algorithm for Subset Selection with General Cost Constraints ↗](https://doi.org/10.1609/aaai.v34i04.5726)**Chao Bian, Chao Feng, Chao Qian et al.*40 citations*
530. **[Deep Object Co-Segmentation via Spatial-Semantic Network Modulation ↗](https://doi.org/10.1609/aaai.v34i07.6977)**Kaihua Zhang, Jin Chen, Bo Liu et al.*40 citations*
531. **[Deep Residual-Dense Lattice Network for Speech Enhancement ↗](https://doi.org/10.1609/aaai.v34i05.6377)**Mohammad Nikzad, Aaron Nicolson, Yongsheng Gao et al.*40 citations*
532. **[Knowledge Graph Transfer Network for Few-Shot Recognition ↗](https://doi.org/10.1609/aaai.v34i07.6630)**Riquan Chen, Tianshui Chen, Xiaolu Hui et al.*40 citations*
533. **[Learning Cross-Aligned Latent Embeddings for Zero-Shot Cross-Modal Retrieval ↗](https://doi.org/10.1609/aaai.v34i07.6817)**Kaiyi Lin, Xing Xu, Lianli Gao et al.*40 citations*
534. **[Multi-Channel Reverse Dictionary Model ↗](https://doi.org/10.1609/aaai.v34i01.5365)**Lei Zhang, Fanchao Qi, Zhiyuan Liu et al.*40 citations*
535. **[Temporal Context Enhanced Feature Aggregation for Video Object Detection ↗](https://doi.org/10.1609/aaai.v34i07.6727)**Fei He, Naiyu Gao, Qiaozhe Li et al.*40 citations*
536. **[Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series ↗](https://doi.org/10.1609/aaai.v34i02.5496)**Dongkuan Xu, Wei Xin Cheng, Bo Zong et al.*40 citations*
537. **[Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent ↗](https://doi.org/10.1609/aaai.v34i04.6173)**Pu Zhao, Pin‐Yu Chen, Siyue Wang et al.*40 citations*
538. **[3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels ↗](https://doi.org/10.1609/aaai.v34i07.6980)**Qi Zhang, Antoni B. Chan*39 citations*
539. **[Adversarial Attack on Deep Product Quantization Network for Image Retrieval ↗](https://doi.org/10.1609/aaai.v34i07.6708)**Yan Feng, Bin Chen, Tao Dai et al.*39 citations*
540. **[CORE: Automatic Molecule Optimization Using Copy & Refine Strategy ↗](https://doi.org/10.1609/aaai.v34i01.5404)**Tianfan Fu, Cao Xiao, Jimeng Sun*39 citations*
541. **[FET-GAN: Font and Effect Transfer via K-shot Adaptive Instance Normalization ↗](https://doi.org/10.1609/aaai.v34i02.5535)**Wei Li, Yongxing He, Yanwei Qi et al.*39 citations*
542. **[InstaNAS: Instance-Aware Neural Architecture Search ↗](https://doi.org/10.1609/aaai.v34i04.5764)**An‐Chieh Cheng, Chieh Hubert Lin, Da-Cheng Juan et al.*39 citations*
543. **[MULE: Multimodal Universal Language Embedding ↗](https://doi.org/10.1609/aaai.v34i07.6785)**Donghyun Kim, Kuniaki Saito, Kate Saenko et al.*39 citations*
544. **[Multi-Task Learning for Metaphor Detection with Graph Convolutional Neural Networks and Word Sense Disambiguation ↗](https://doi.org/10.1609/aaai.v34i05.6326)**Duong Le, My T. Thai, Thien Huu Nguyen*39 citations*
545. **[Revisiting Bilinear Pooling: A Coding Perspective ↗](https://doi.org/10.1609/aaai.v34i04.5811)**Zhi Feng Gao, Yuwei Wu, Xiaoxun Zhang et al.*39 citations*
546. **[Dynamic Network Pruning with Interpretable Layerwise Channel Selection ↗](https://doi.org/10.1609/aaai.v34i04.6098)**Yulong Wang, Xiaolu Zhang, Xiaolin Hu et al.*38 citations*
547. **[Geometry-Driven Self-Supervised Method for 3D Human Pose Estimation ↗](https://doi.org/10.1609/aaai.v34i07.6808)**Yang Li, Kan Li, Shuai Jiang et al.*38 citations*
548. **[Gromov-Wasserstein Factorization Models for Graph Clustering ↗](https://doi.org/10.1609/aaai.v34i04.6120)**Hongtengl Xu*38 citations*
549. **[Image Enhanced Event Detection in News Articles ↗](https://doi.org/10.1609/aaai.v34i05.6437)**Meihan Tong, Shuai Wang, Yixin Cao et al.*38 citations*
550. **[Learning Efficient Representations for Fake Speech Detection ↗](https://doi.org/10.1609/aaai.v34i04.6044)**Nishant Subramani, Delip Rao*38 citations*
551. **[Less Is Better: Unweighted Data Subsampling via Influence Function ↗](https://doi.org/10.1609/aaai.v34i04.6103)**Zifeng Wang, Hong Chun Zhu, Zhenhua Dong et al.*38 citations*
552. **[Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog ↗](https://doi.org/10.1609/aaai.v34i05.6280)**Varun Gangal, Abhinav Arora, Arash Einolghozati et al.*38 citations*
553. **[Multi-Instance Multi-Label Action Recognition and Localization Based on Spatio-Temporal Pre-Trimming for Untrimmed Videos ↗](https://doi.org/10.1609/aaai.v34i07.6986)**Xiaoyu Zhang, Haichao Shi, Changsheng Li et al.*38 citations*
554. **[A Character-Centric Neural Model for Automated Story Generation ↗](https://doi.org/10.1609/aaai.v34i02.5536)**Danyang Liu, Juntao Li, Meng-Hsuan Yu et al.*37 citations*
555. **[A New Approach to Plan-Space Explanation: Analyzing Plan-Property Dependencies in Oversubscription Planning ↗](https://doi.org/10.1609/aaai.v34i06.6534)**Rebecca Eifler, Michael Cashmore, Jörg Hoffmann et al.*37 citations*
556. **[A Robust Adversarial Training Approach to Machine Reading Comprehension ↗](https://doi.org/10.1609/aaai.v34i05.6357)**Kai Liu, Xin Liu, Yang An et al.*37 citations*
557. **[Alignment-Enhanced Transformer for Constraining NMT with Pre-Specified Translations ↗](https://doi.org/10.1609/aaai.v34i05.6418)**Kai Song, Kun Wang, Heng Yu et al.*37 citations*
558. **[Are Noisy Sentences Useless for Distant Supervised Relation Extraction? ↗](https://doi.org/10.1609/aaai.v34i05.6407)**Yu-Ming Shang, Heyan Huang, Xian-Ling Mao et al.*37 citations*
559. **[Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning ↗](https://doi.org/10.1609/aaai.v34i01.5356)**Haiwen Wang, Ruijie Wan, Chuan Wen et al.*37 citations*
560. **[CONAN: Complementary Pattern Augmentation for Rare Disease Detection ↗](https://doi.org/10.1609/aaai.v34i01.5401)**Limeng Cui, Siddharth Biswal, Lucas M. Glass et al.*37 citations*
561. **[Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules ↗](https://doi.org/10.1609/aaai.v34i01.5433)**Yashaswi Pathak, Siddhartha Laghuvarapu, Sarvesh Mehta et al.*37 citations*
562. **[DeGAN: Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier ↗](https://doi.org/10.1609/aaai.v34i04.5709)**Sravanti Addepalli, Gaurav Kumar Nayak, Anirban Chakraborty et al.*37 citations*
563. **[Knowledge-Enriched Visual Storytelling ↗](https://doi.org/10.1609/aaai.v34i05.6303)**Chao-Chun Hsu, Ziyuan Chen, Chi-Yang Hsu et al.*37 citations*
564. **[ManyModalQA: Modality Disambiguation and QA over Diverse Inputs ↗](https://doi.org/10.1609/aaai.v34i05.6294)**Darryl Hannan, Akshay Jain, Mohit Bansal*37 citations*
565. **[MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation ↗](https://doi.org/10.1609/aaai.v34i05.6339)**Rumeng Li, Xun Wang, Hong Qing Yu*37 citations*
566. **[Perpetual Voting: Fairness in Long-Term Decision Making ↗](https://doi.org/10.1609/aaai.v34i02.5584)**Martin Lackner*37 citations*
567. **[Revisiting the Foundations of Abstract Argumentation – Semantics Based on Weak Admissibility and Weak Defense ↗](https://doi.org/10.1609/aaai.v34i03.5661)**Ringo Baumann, Gerhard Brewka, Markus Ulbricht*37 citations*
568. **[Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v34i05.6454)**Jiancheng Wang, Jingjing Wang, Changlong Sun et al.*37 citations*
569. **[Visual Agreement Regularized Training for Multi-Modal Machine Translation ↗](https://doi.org/10.1609/aaai.v34i05.6484)**Pengcheng Yang, Boxing Chen, Pei Zhang et al.*37 citations*
570. **[A Calculus for Stochastic Interventions:Causal Effect Identification and Surrogate Experiments ↗](https://doi.org/10.1609/aaai.v34i06.6567)**Juan D. Correa, Elias Bareinboim*36 citations*
571. **[A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound ↗](https://doi.org/10.1609/aaai.v34i04.5779)**Gal Dalal, Balázs Szörényi, Gugan Thoppe*36 citations*
572. **[Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation ↗](https://doi.org/10.1609/aaai.v34i07.6792)**Jogendra Nath Kundu, Siddharth Seth, M V Rahul et al.*36 citations*
573. **[Learning to Match on Graph for Fashion Compatibility Modeling ↗](https://doi.org/10.1609/aaai.v34i01.5362)**Xun Yang, Xiaoyu Du, Meng Wang*36 citations*
574. **[Modular Robot Design Synthesis with Deep Reinforcement Learning ↗](https://doi.org/10.1609/aaai.v34i06.6611)**Julian S. Whitman, Raunaq Bhirangi, Matthew J. Travers et al.*36 citations*
575. **[OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization ↗](https://doi.org/10.1609/aaai.v34i04.5919)**Bingchen Liu, Yizhe Zhu, Zuohui Fu et al.*36 citations*
576. **[Patch Proposal Network for Fast Semantic Segmentation of High-Resolution Images ↗](https://doi.org/10.1609/aaai.v34i07.6926)**Tong Wu, Zhenzhen Lei, Bingqian Lin et al.*36 citations*
577. **[Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose ↗](https://doi.org/10.1609/aaai.v34i07.6970)**Xianfang Zeng, Yusu Pan, Mengmeng Wang et al.*36 citations*
578. **[Regional Tree Regularization for Interpretability in Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v34i04.6112)**Mike Wu, Sonali Parbhoo, Michael Hughes et al.*36 citations*
579. **[Regression under Human Assistance ↗](https://doi.org/10.1609/aaai.v34i03.5645)**Abir De, Paramita Koley, Niloy Ganguly et al.*36 citations*
580. **[RoadTagger: Robust Road Attribute Inference with Graph Neural Networks ↗](https://doi.org/10.1609/aaai.v34i07.6730)**Songtao He, Favyen Bastani, Satvat Jagwani et al.*36 citations*
581. **[SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification ↗](https://doi.org/10.1609/aaai.v34i01.5416)**Songxuan Lai, Lianwen Jin, Luojun Lin et al.*36 citations*
582. **[A Commentary on the Unsupervised Learning of Disentangled Representations ↗](https://doi.org/10.1609/aaai.v34i09.7120)**Francesco Locatello, Stefan Bauer, Mario Lučić et al.*35 citations*
583. **[Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks ↗](https://doi.org/10.1609/aaai.v34i04.6057)**Yehui Tang, Yunhe Wang, Yixing Xu et al.*35 citations*
584. **[Crowd-Assisted Disaster Scene Assessment with Human-AI Interactive Attention ↗](https://doi.org/10.1609/aaai.v34i03.5658)**Daniel Zhang, Yifeng Huang, Yang Zhang et al.*35 citations*
585. **[Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction ↗](https://doi.org/10.1609/aaai.v34i05.6509)**Zhenyu Zhang, Xiaobo Shu, Bowen Yu et al.*35 citations*
586. **[Joint Character-Level Word Embedding and Adversarial Stability Training to Defend Adversarial Text ↗](https://doi.org/10.1609/aaai.v34i05.6356)**Hui Liu, Yongzheng Zhang, Yipeng Wang et al.*35 citations*
587. **[Mining on Heterogeneous Manifolds for Zero-Shot Cross-Modal Image Retrieval ↗](https://doi.org/10.1609/aaai.v34i07.6949)**Fan Yang, Zheng Wang, Jing Xiao et al.*35 citations*
588. **[MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space ↗](https://doi.org/10.1609/aaai.v34i05.6488)**Xiaoyuan Yi, Ruoyu Li, Cheng Hong Yang et al.*35 citations*
589. **[New Interpretations of Normalization Methods in Deep Learning ↗](https://doi.org/10.1609/aaai.v34i04.6046)**Jiacheng Sun, Xiangyong Cao, Hanwen Liang et al.*35 citations*
590. **[Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning ↗](https://doi.org/10.1609/aaai.v34i04.6026)**Kekai Sheng, Weiming Dong, Menglei Chai et al.*35 citations*
591. **[SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation ↗](https://doi.org/10.1609/aaai.v34i07.6773)**Sheng Jin, Shangchen Zhou, Yao Liu et al.*35 citations*
592. **[Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders ↗](https://doi.org/10.1609/aaai.v34i05.6515)**Yanbin Zhao, Lu Chen, Zhi Chen et al.*35 citations*
593. **[Towards Scale-Free Rain Streak Removal via Self-Supervised Fractal Band Learning ↗](https://doi.org/10.1609/aaai.v34i07.6954)**Wenhan Yang, Shiqi Wang, Dejia Xu et al.*35 citations*
594. **[A Causal Inference Method for Reducing Gender Bias in Word Embedding Relations ↗](https://doi.org/10.1609/aaai.v34i05.6486)**Zekun Yang, Juan Feng*34 citations*
595. **[A Novel Model for Imbalanced Data Classification ↗](https://doi.org/10.1609/aaai.v34i04.6145)**Jian Ping Yin, Chunjing Gan, Kaiqi Zhao et al.*34 citations*
596. **[Co-Attention Hierarchical Network: Generating Coherent Long Distractors for Reading Comprehension ↗](https://doi.org/10.1609/aaai.v34i05.6522)**Xiaorui Zhou, Senlin Luo, Yunfang Wu*34 citations*
597. **[Contextual-Bandit Based Personalized Recommendation with Time-Varying User Interests ↗](https://doi.org/10.1609/aaai.v34i04.6125)**Xiao Xu, Fang Dong, Yanghua Li et al.*34 citations*
598. **[DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking ↗](https://doi.org/10.1609/aaai.v34i07.6694)**Qi Chu, Wanli Ouyang, Bin Liu et al.*34 citations*
599. **[Fairness-Aware Demand Prediction for New Mobility ↗](https://doi.org/10.1609/aaai.v34i01.5458)**An Yan, Bill Howe*34 citations*
600. **[Generative-Discriminative Complementary Learning ↗](https://doi.org/10.1609/aaai.v34i04.6126)**Yanwu Xu, Mingming Gong, Junxiang Chen et al.*34 citations*

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