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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 35 /

No. 1: AAAI-21 Technical Tracks 1

AAAI Technical Track on Application Domains

  • Alternative Baselines for Low-Shot 3D Medical Image Segmentation—An Atlas Perspective

    Shuxin Wang, Shilei Cao, Dong Wei, Cong Xie, Kai Ma, Liansheng Wang, Deyu Meng, Yefeng Zheng

    634-642

    PDF
  • DeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding

    Zhicheng Wang, Biwei Huang, Shikui Tu, Kun Zhang, Lei Xu

    643-650

    PDF
  • Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series

    Yinjun Wu, Jingchao Ni, Wei Cheng, Bo Zong, Dongjin Song, Zhengzhang Chen, Yanchi Liu, Xuchao Zhang, Haifeng Chen, Susan B Davidson

    651-659

    PDF
  • Automated Symbolic Law Discovery: A Computer Vision Approach

    Hengrui Xing, Ansaf Salleb-Aouissi, Nakul Verma

    660-668

    PDF
  • Hierarchically and Cooperatively Learning Traffic Signal Control

    Bingyu Xu, Yaowei Wang, Zhaozhi Wang, Huizhu Jia, Zongqing Lu

    669-677

    PDF
  • Deep Partial Rank Aggregation for Personalized Attributes

    Qianqian Xu, Zhiyong Yang, Zuyao Chen, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang

    678-688

    PDF
  • Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage

    Chengcheng Yang, Lisi Chen, Hao Wang, Shuo Shang

    689-696

    PDF
  • Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels

    Siqi Yang, Jun Zhang, Junzhou Huang, Brian C. Lovell, Xiao Han

    697-705

    PDF
  • Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search

    Xinghao Yang, Weifeng Liu, James Bailey, Dacheng Tao, Wei Liu

    706-714

    PDF
  • GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients

    Chaohe Zhang, Xin Gao, Liantao Ma, Yasha Wang, Jiangtao Wang, Wen Tang

    715-723

    PDF
  • Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation

    Xinyu Zhang, Yirui Wang, Chi-Tung Cheng, Le Lu, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao

    724-732

    PDF
  • A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis

    Ying Zhang, Yifang Yin, Zhenguang Liu, Roger Zimmermann

    733-740

    PDF
  • Online 3D Bin Packing with Constrained Deep Reinforcement Learning

    Hang Zhao, Qijin She, Chenyang Zhu, Yin Yang, Kai Xu

    741-749

    PDF
  • DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems

    Xiangyu Zhao, Changsheng Gu, Haoshenglun Zhang, Xiwang Yang, Xiaobing Liu, Jiliang Tang, Hui Liu

    750-758

    PDF
  • Towards Balanced Defect Prediction with Better Information Propagation

    Xianda Zheng, Yuan-Fang Li, Huan Gao, Yuncheng Hua, Guilin Qi

    759-767

    PDF
  • Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification

    Yi Zhou, Lei Huang, Tianfei Zhou, Ling Shao

    768-776

    PDF
  • Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service

    Majid Raeis, Ali Tizghadam, Alberto Leon-Garcia

    461-468

    PDF
  • Research Reproducibility as a Survival Analysis

    Edward Raff

    469-478

    PDF
  • DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis

    Md Mahmudur Rahman, Koji Matsuo, Shinya Matsuzaki, Sanjay Purushotham

    479-487

    PDF
  • CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG

    Pritam Sarkar, Ali Etemad

    488-496

    PDF
  • Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach

    Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Tyler Derr, Rajiv Ratn Shah

    497-504

    PDF
  • Content Masked Loss: Human-Like Brush Stroke Planning in a Reinforcement Learning Painting Agent

    Peter Schaldenbrand, Jean Oh

    505-512

    PDF
  • StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling

    Eugene Seo, Rebecca A. Hutchinson, Xiao Fu, Chelsea Li, Tyler A. Hallman, John Kilbride, W. Douglas Robinson

    513-521

    PDF
  • Integrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations

    Hoon Seo, Lodewijk Brand, Hua Wang, Feiping Nie

    522-530

    PDF
  • GTA: Graph Truncated Attention for Retrosynthesis

    Seung-Woo Seo, You Young Song, June Yong Yang, Seohui Bae, Hankook Lee, Jinwoo Shin, Sung Ju Hwang, Eunho Yang

    531-539

    PDF
  • Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models

    Rongye Shi, Zhaobin Mo, Xuan Di

    540-547

    PDF
  • The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network

    Zijian Shi, Yu Chen, John Cartlidge

    548-556

    PDF
  • Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data

    Amila Silva, Ling Luo, Shanika Karunasekera, Christopher Leckie

    557-565

    PDF
  • Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray

    Weinan Song, Yuan Liang, Jiawei Yang, Kun Wang, Lei He

    566-573

    PDF
  • Traffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization

    Liucheng Sun, Chenwei Weng, Chengfu Huo, Weijun Ren, Guochuan Zhang, Xin Li

    574-581

    PDF
  • Fully Exploiting Cascade Graphs for Real-time Forwarding Prediction

    Xiangyun Tang, Dongliang Liao, Weijie Huang, Jin Xu, Liehuang Zhu, Meng Shen

    582-590

    PDF
  • A Hierarchical Approach to Multi-Event Survival Analysis

    Donna Tjandra, Yifei He, Jenna Wiens

    591-599

    PDF
  • DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations

    Ruben Tolosana, Paula Delgado-Santos, Andres Perez-Uribe, Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales

    600-608

    PDF
  • Sketch Generation with Drawing Process Guided by Vector Flow and Grayscale

    Zhengyan Tong, Xuanhong Chen, Bingbing Ni, Xiaohang Wang

    609-616

    PDF
  • PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning

    Qin Wang, Boyuan Wang, Zhenlei Xu, Jiaxiang Wu, Peilin Zhao, Zhen Li, Sheng Wang, Junzhou Huang, Shuguang Cui

    617-625

    PDF
  • Commission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management

    Rundong Wang, Hongxin Wei, Bo An, Zhouyan Feng, Jun Yao

    626-633

    PDF
  • Two-Stream Convolution Augmented Transformer for Human Activity Recognition

    Bing Li, Wei Cui, Wei Wang, Le Zhang, Zhenghua Chen, Min Wu

    286-293

    PDF
  • Traffic Flow Prediction with Vehicle Trajectories

    Mingqian Li, Panrong Tong, Mo Li, Zhongming Jin, Jianqiang Huang, Xian-Sheng Hua

    294-302

    PDF
  • RevMan: Revenue-aware Multi-task Online Insurance Recommendation

    Yu Li, Yi Zhang, Lu Gan, Gengwei Hong, Zimu Zhou, Qiang Li

    303-310

    PDF
  • MeInGame: Create a Game Character Face from a Single Portrait

    Jiangke Lin, Yi Yuan, Zhengxia Zou

    311-319

    PDF
  • Community-Aware Multi-Task Transportation Demand Prediction

    Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou, Hui Xiong

    320-327

    PDF
  • Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems

    Lewis Liu, Kun Zhao

    328-335

    PDF
  • In-game Residential Home Planning via Visual Context-aware Global Relation Learning

    Lijuan Liu, Yin Yang, Yi Yuan, Tianjia Shao, He Wang, Kun Zhou

    336-343

    PDF
  • Relational Classification of Biological Cells in Microscopy Images

    Ping Liu, Mustafa Bilgic

    344-352

    PDF
  • Deep Style Transfer for Line Drawings

    Xueting Liu, Wenliang Wu, Huisi Wu, Zhenkun Wen

    353-361

    PDF
  • RNA Secondary Structure Representation Network for RNA-proteins Binding Prediction

    Ziyi Liu, Fulin Luo, Bo Du

    362-370

    PDF
  • PANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature Learning

    Yuan Luo, Chengsheng Mao

    371-380

    PDF
  • Programmatic Strategies for Real-Time Strategy Games

    Julian R. H. Mariño, Rubens O. Moraes, Tassiana C. Oliveira, Claudio Toledo, Levi H. S. Lelis

    381-389

    PDF
  • Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning

    Christos Markos, James J. Q. Yu, Richard Yi Da Xu

    390-398

    PDF
  • Low-Rank Registration Based Manifolds for Convection-Dominated PDEs

    Rambod Mojgani, Maciej Balajewicz

    399-407

    PDF
  • Symbolic Music Generation with Transformer-GANs

    Aashiq Muhamed, Liang Li, Xingjian Shi, Suri Yaddanapudi, Wayne Chi, Dylan Jackson, Rahul Suresh, Zachary C. Lipton, Alex J. Smola

    408-417

    PDF
  • Bringing UMAP Closer to the Speed of Light with GPU Acceleration

    Corey J. Nolet, Victor Lafargue, Edward Raff, Thejaswi Nanditale, Tim Oates, John Zedlewski, Joshua Patterson

    418-426

    PDF
  • Deep Just-In-Time Inconsistency Detection Between Comments and Source Code

    Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric, Raymond J. Mooney

    427-435

    PDF
  • XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors

    Cheng Peng, Haofu Liao, Gina Wong, Jiebo Luo, S. Kevin Zhou, Rama Chellappa

    436-444

    PDF
  • Pragmatic Code Autocomplete

    Gabriel Poesia, Noah Goodman

    445-452

    PDF
  • RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims

    PKS Prakash, Srinivas Chilukuri, Nikhil Ranade, Shankar Viswanathan

    453-460

    PDF
  • Universal Trading for Order Execution with Oracle Policy Distillation

    Yuchen Fang, Kan Ren, Weiqing Liu, Dong Zhou, Weinan Zhang, Jiang Bian, Yong Yu, Tie-Yan Liu

    107-115

    PDF
  • Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction

    Chun-Mei Feng, Zhanyuan Yang, Geng Chen, Yong Xu, Ling Shao

    116-124

    PDF
  • MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization

    Tianfan Fu, Cao Xiao, Xinhao Li, Lucas M. Glass, Jimeng Sun

    125-133

    PDF
  • ECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial Learning

    Tomer Golany, Daniel Freedman, Kira Radinsky

    134-141

    PDF
  • Towered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery

    Sai Krishna Gottipati, Yashaswi Pathak, Boris Sattarov, Sahir, Rohan Nuttall, Mohammad Amini, Matthew E. Taylor, Sarath Chandar

    142-150

    PDF
  • Hierarchical Graph Convolution Network for Traffic Forecasting

    Kan Guo, Yongli Hu, Yanfeng Sun, Sean Qian, Junbin Gao, Baocai Yin

    151-159

    PDF
  • Automated Lay Language Summarization of Biomedical Scientific Reviews

    Yue Guo, Wei Qiu, Yizhong Wang, Trevor Cohen

    160-168

    PDF
  • Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances

    Sijie He, Xinyan Li, Timothy DelSole, Pradeep Ravikumar, Arindam Banerjee

    169-177

    PDF
  • Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs

    Wen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh, Yi-Hsuan Yang

    178-186

    PDF
  • Modeling the Compatibility of Stem Tracks to Generate Music Mashups

    Jiawen Huang, Ju-Chiang Wang, Jordan B. L. Smith, Xuchen Song, Yuxuan Wang

    187-195

    PDF
  • SDGNN: Learning Node Representation for Signed Directed Networks

    Junjie Huang, Huawei Shen, Liang Hou, Xueqi Cheng

    196-203

    PDF
  • The Causal Learning of Retail Delinquency

    Yiyan Huang, Cheuk Hang Leung, Xing Yan, Qi Wu, Nanbo Peng, Dongdong Wang, Zhixiang Huang

    204-212

    PDF
  • Deep Portfolio Optimization via Distributional Prediction of Residual Factors

    Kentaro Imajo, Kentaro Minami, Katsuya Ito, Kei Nakagawa

    213-222

    PDF
  • Complex Coordinate-Based Meta-Analysis with Probabilistic Programming

    Valentin Iovene, Gaston E Zanitti, Demian Wassermann

    223-231

    PDF
  • Who You Would Like to Share With? A Study of Share Recommendation in Social E-commerce

    Houye Ji, Junxiong Zhu, Xiao Wang, Chuan Shi, Bai Wang, Xiaoye Tan, Yanghua Li, Shaojian He

    232-239

    PDF
  • Estimating Calibrated Individualized Survival Curves with Deep Learning

    Fahad Kamran, Jenna Wiens

    240-248

    PDF
  • Deep Contextual Clinical Prediction with Reverse Distillation

    Rohan Kodialam, Rebecca Boiarsky, Justin Lim, Aditya Sai, Neil Dixit, David Sontag

    249-258

    PDF
  • Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search

    Li-Cheng Lan, Ti-Rong Wu, I-Chen Wu, Cho-Jui Hsieh

    259-267

    PDF
  • Predicting Livelihood Indicators from Community-Generated Street-Level Imagery

    Jihyeon Lee, Dylan Grosz, Burak Uzkent, Sicheng Zeng, Marshall Burke, David Lobell, Stefano Ermon

    268-276

    PDF
  • Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws

    Kookjin Lee, Kevin T. Carlberg

    277-285

    PDF
  • The Undergraduate Games Corpus: A Dataset for Machine Perception of Interactive Media

    Barrett R. Anderson, Adam M. Smith

    44996

    PDF
  • Efficient Poverty Mapping from High Resolution Remote Sensing Images

    Kumar Ayush, Burak Uzkent, Kumar Tanmay, Marshall Burke, David Lobell, Stefano Ermon

    45280

    PDF
  • Optimal Kidney Exchange with Immunosuppressants

    Haris Aziz, Ágnes Cseh, John P. Dickerson, Duncan C. McElfresh

    21-29

    PDF
  • TreeCaps: Tree-Based Capsule Networks for Source Code Processing

    Nghi D. Q. Bui, Yijun Yu, Lingxiao Jiang

    30-38

    PDF
  • A Bottom-Up DAG Structure Extraction Model for Math Word Problems

    Yixuan Cao, Feng Hong, Hongwei Li, Ping Luo

    39-46

    PDF
  • Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring

    Zhen Chen, Jun Zhang, Shuanlong Che, Junzhou Huang, Xiao Han, Yixuan Yuan

    47-54

    PDF
  • Modeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks

    Rui Cheng, Qing Li

    55-62

    PDF
  • Differentially Private Link Prediction with Protected Connections

    Abir De, Soumen Chakrabarti

    63-71

    PDF
  • Graph Neural Network to Dilute Outliers for Refactoring Monolith Application

    Utkarsh Desai, Sambaran Bandyopadhyay, Srikanth Tamilselvam

    72-80

    PDF
  • KAN: Knowledge-aware Attention Network for Fake News Detection

    Yaqian Dun, Kefei Tu, Chen Chen, Chunyan Hou, Xiaojie Yuan

    81-89

    PDF
  • When Hashing Met Matching: Efficient Spatio-Temporal Search for Ridesharing

    Chinmoy Dutta

    90-98

    PDF
  • Gene Regulatory Network Inference using 3D Convolutional Neural Network

    Yue Fan, Xiuli Ma

    99-106

    PDF

AAAI Technical Track on Cognitive Modeling and Cognitive Systems

  • Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis

    Dimitris Gkoumas, Qiuchi Li, Shahram Dehdashti, Massimo Melucci, Yijun Yu, Dawei Song

    827-835

    PDF
  • Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents

    Hak Gu Kim, Sangmin Lee, Seongyeop Kim, Heoun-taek Lim, Yong Man Ro

    836-844

    PDF
  • PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception

    Aviv Netanyahu, Tianmin Shu, Boris Katz, Andrei Barbu, Joshua B. Tenenbaum

    845-853

    PDF
  • Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks

    Yoon-Je Suh, Byung Hyung Kim

    854-862

    PDF
  • Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition

    Li-Ming Zhao, Xu Yan, Bao-Liang Lu

    863-870

    PDF
  • Neural Analogical Matching

    Maxwell Crouse, Constantine Nakos, Ibrahim Abdelaziz, Ken Forbus

    809-817

    PDF
  • Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders

    Arun Das, Jeffrey Mock, Yufei Huang, Edward Golob, Peyman Najafirad

    818-826

    PDF
  • Probabilistic Programming Bots in Intuitive Physics Game Play

    Fahad Alhasoun, Sarah Alneghiemish

    778-783

    PDF
  • Model-Agnostic Fits for Understanding Information Seeking Patterns in Humans

    Soumya Chatterjee, Pradeep Shenoy

    784-791

    PDF
  • Apparently Irrational Choice as Optimal Sequential Decision Making

    Haiyang Chen, Hyung Jin Chang, Andrew Howes

    792-800

    PDF
  • Visual Relation Detection using Hybrid Analogical Learning

    Kezhen Chen, Ken Forbus

    801-808

    PDF

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