AAAI-22 Demonstration Program

The AAAI-22 Demonstrations Program is intended to foster discussion and exchange of ideas among researchers and practitioners from academia and industry by presenting software and hardware systems and research prototypes of such systems, including their capabilities and workings. It is expected that all demos will be scheduled for presentation February 24-27.


 

Accepted Demonstrations

Building Goal-Oriented Dialogue Systems with Situated Visual Context
Sanchit Agarwal, Jan Jezabek, Arijit Biswas, Emre Barut, Bill Gao, Tagyoung Chung

PYLON: A PyTorch Framework for Learning with Constraints
Kareem Ahmed, Tao Li, Thy Ton, Quan Guo, Kai-Wei Chang, Parisa Kordjamshidi, Vivek Srikumar, Guy Van den Broeck, Sameer Singh

A Goal-Driven Natural Language Interface for Creating Application Integration Workflows
Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti, Arunima Chaudhary, Zhining Ding, Casey Dugan, David Gros, Thomas Gschwind, James Johnson, Jim Laredo, Christoph Miksovic, Qian Pan, Priyanshu Rai, Ramkumar Ramalingam, Paolo Scotton, Nagarjuna Surabathina, Kartik Talamadupula

UCSM-DNN: User and Card Style Modeling with Deep Neural Networks for Personalized Game AI
Daegeun Choe, Youngbak Jo, Shindong Kang, Shounan An, Insoo Oh

AI Assisted Data Labeling with Interactive Auto Label
Michael Desmond, Michelle Brachman, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi, Qian Pan, Carolina Spina

CrowdFL: A Marketplace for Crowdsourced Federated Learning
Daifei Feng, Cicilia Helena, Wei Yang Bryan Lim, Jer Shyuan Ng, Hongchao Jiang, Zehui Xiong, Jiawen Kang, Han Yu, Dusit Niyato, Chunyan Miao

CCA: An ML Pipeline for Cloud Anomaly Troubleshooting
Lili Georgieva, Ioana Giurgiu, Serge Monney, Haris Pozidis, Viviane Potocnik, Mitch Gusat

SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment
Maurício Gruppi, Sibel Adalı, Pin-Yu Chen

MONICA2: Mobile Neural Voice Command Assistants towards Smaller and Smarter
Yoonseok Hong, Shounan An, Sunwoo Im, Jaegeon Jo, Insoo Oh

A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce
Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Rong Jin

InteractEva: A Simulation-Based Evaluation Framework for Interactive AI Systems
Yannis Katsis, Maeda F. Hanafi, Martín Santillán Cooper, Yunyao Li

ALLURE: A Multi-Modal Guided Environment for Helping Children Learn to Solve a Rubik’s Cube with Automatic Solving and Interactive Explanations
Kausik Lakkaraju, Thahimum Hassan, Vedant Khandelwal, Prathamjeet Singh, Cassidy Bradley, Ronak Shah, Forest Agostinelli, Biplav Srivastava, Dezhi Wu

MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers
Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim

SenTag: A Web-Based Tool for Semantic Annotation of Textual Documents
Andrea Loreggia, Simone Mosco, Alberto Zerbinati

Silence or Outbreak – a Real-Time Emergent Topic Identification System (RealTIS) for Social Media
Ning Lu, Zhen Yang, Jian Huang, Yaxi Wu, Hesong Wang

SWWS: A Smart Wildlife Warning Sign System
Alan Ma

An End-to-End Traditional Chinese Medicine Constitution Assessment System Based on Multimodal Clinical Feature Representation and Fusion
Huisheng Mao, Baozheng Zhang, Hua Xu, Kai Gao

A Demonstration of Compositional, Hierarchical Interactive Task Learning
Aaron Mininger, John E. Laird

Smart Out-of-Home Advertising Using Artificial Intelligence and GIS Data
Nader Nader, Rafael Alexandrou, Iasonas Iasonas, Andreas Pamboris, Harris Papadopoulos, Andreas Konstantinidis

Dynamic Incentive Mechanism Design for COVID-19 Social Distancing
Xuan Rong Zane Ho, Wei Yang Bryan Lim, Hongchao Jiang, Jer Shyuan Ng, Han Yu, Zehui Xiong, Dusit Niyato, Chunyan Miao

AnomalyKiTS: Anomaly Detection Toolkit for Time Series
Dhaval Patel, Giridhar Ganapavarapu, Srideepika Jayaraman, Shuxin Lin, Anuradha Bhamidipaty, Jayant Kalagnanam

EasySM: A Data-Driven Intelligent Decision Support System for Server Merge
Manhu Qu, Jie Huang, Hao Deng, Runze Wu, Xudong Shen, Jianrong Tao, Tangjie Lv

FORCE: A Framework of Rule-Based Conversational Recommender System
Jun Quan, Ze Wei, Qiang Gan, Jingqi Yao, Jingyi Lu, Yuchen Dong, Yiming Liu, Yi Zeng, Chao Zhang, Yongzhi Li, Huang Hu, Yingying He, Yang Yang, Daxin Jiang

A Synthetic Prediction Market for Estimating Confidence in Published Work
Sarah Rajtmajer, Christopher Griffin, Jian Wu, Robert Fraleigh, Laxmaan Balaji, Anna Squicciarini, Anthony Kwasnica, David Pennock, Michael McLaughlin, Timothy Fritton, Nishanth Nakshatri, Arjun Menon, Sai Ajay Modukuri, Rajal Nivargi, Xin Wei, C. Lee Giles

PantheonRL
Bidipta Sarkar, Aditi Talati, Andy Shih, Dorsa Sadigh

Semantic Feature Discovery with Code Mining and Semantic Type Detection
Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele, Udayan Khurana, Horst Samulowitz, Toshihiro Takahashi, Dakuo Wang, Lisa Amini

LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika Bali, Monojit Choudhury

RES: An Interpretable Replicability Estimation System for Research Publications
Zhuoer Wang, Qizhang Feng, Mohinish Chatterjee, Xing Zhao, Yezi Liu, Yuening Li, Abhay Kumar Singh, Frank M. Shipman, Xia Hu, James Caverlee

PosterBot: A System for Generating Posters of Scientific Papers with Neural Models
Sheng Xu, Xiaojun Wan

EasySED: Trusted Sound Event Detection with Self-Distillation
Qingsong Zhou, Kele Xu, Ming Feng

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