The AAAI-21 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. All accepted demos are scheduled for presentation February 4-7. Accepted demonstrations also have a short paper available for viewing throughout the conference.
Demo presentations will fall in the conference-wide poster/demo session time slots:
8:45 – 10:30 AM PST
4:45 – 6:30 PM PST
12:45 – 2:30 AM PST
Each demo poster will be available during all three time segments on the day it is scheduled. We have encouraged presenters to be present in at least two of the three presentation windows.
AAAI-21 Demonstration Schedule
FEBRUARY 4
DEMO-12: Fashion Focus: Multi-Modal Retrieval System for Video Commodity Localization in E-Commerce
Yanhao Zhang, Qiang Wang, Pan Pan, Yun Zheng, Cheng Da, Siyang Sun, Yinghui Xu
DEMO-91: Interactive Video Object Mask Annotation
Trung-Nghia Le, Tam V. Nguyen, Quoc-Cuong Tran, Lam Nguyen, Trung-Hieu Hoang, Minh-Quan Le, Minh-Triet Tran
DEMO-105: OPRA: An Open-Source Online Preference Reporting and Aggregation System
Yiwei Chen, Jingwen Qian, Junming Wang, Lirong Xia, Gavriel Zahavi
DEMO-124: Business Entity Matching with Siamese Graph Convolutional Networks
Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Anton Zorin
DEMO-134: Integrating Pre-trained Model into Rule-Based Dialogue Management
Jun Quan, Meng Yang, Qiang Gan, Deyi Xiong, Yiming Liu, Yuchen Dong, Fangxin Ouyang, Jun Tian, Ruiling Deng, Yongzhi Li, Yang Yang, Daxin Jiang
DEMO-159: DeepRobust: A Platform for Adversarial Attacks and Defenses
Yaxin Li, Wei Jin, Han Xu, Jiliang Tang
DEMO-174: A Health-Friendly Speaker Verification System Supporting Mask Wearing
Chaotao Chen, Di Jiang, Jinhua Peng, Rongzhong Lian, Chen Jason Zhang, Qian Xu, Lixin Fan, Qiang Yang
DEMO-232: MMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts
Qian-Wen Zhang, Zhao Yan, Tianyang Zhao, Shi-Wei Zhang, Meng Yao, Mengliang Rao, Yunbo Cao
DEMO-265: A Novel Mountain Driving Unity Simulated Environment for Autonomous Vehicles
Xiaohu Li, Zehong Cao, Quan Bai
DEMO-313: AutoText: An End-to-End AutoAI Framework for Text
Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel Valente, Dakuo Wang, Alexandre Evfimievski, Sairam Gurajada, Ban Kawas, Cristiano Malossi, Lucian Popa, Tejaswini Pedapati, Horst Samulowitz, Martin Wistuba, Yunyao Li
DEMO-355: ACAT-G: An Interactive Learning Framework for Assisted Response Generation
Xueyuan Lu, Saurav Sahay, Zhou Yu, Lama Nachman
FEBRUARY 5
DEMO-97: i-Parser: Interactive Parser Development Kit for Natural Language Processing
Gaku Morio, Hiroaki Ozaki, Yuta Koreeda, Terufumi Morishita, Toshinori Miyoshi
DEMO-104: RadarMath: An Intelligent Tutoring System for Math Education
Yu Lu, Yang Pian, Penghe Chen, Qinggang Meng, Yunbo Cao
DEMO-157: Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains (Demo)
Yixiao Lan, Yuan Liu, Boyang Li, Chunyan Miao
DEMO-175: NEO: A System for Identifying New Emerging Occupation from Job Ads
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Andrea Seveso
DEMO-219: Bootstrapping Dialog Models from Human to Human Conversation Logs
Pankaj Dhoolia, Vineet Kumar, Danish Contractor, Sachindra Joshi
DEMO-227: AI-Empowered Decision Support for COVID-19 Social Distancing
Hongchao Jiang, Wei Yang Bryan Lim, Jer Shyuan Ng, Harold Ze Chie Teng, Han Yu, Zehui Xiong, Dusit Niyato, Chunyan Miao
DEMO-233: The Adapter-Bot: All-In-One Controllable Conversational Model
Zhaojiang Lin, Andrea Madotto, Yejin Bang, Pascale Fung
DEMO-252: IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution
Mark Feblowitz, Oktie Hassanzadeh, Michael Katz, Shirin Sohrabi, Kavitha Srinivas, Octavian Udrea
DEMO-268: CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge
Chenhao Wang, Yubo Chen, Zhipeng Xue, Yang Zhou, Jun Zhao
DEMO-284: Exploring the Efficacy of Generic Drugs in Treating Cancer
Ioana Baldini, Mariana Bernagozzi, Sulbha Aggarwal, Mihaela Bornea, Saksham Chawla, Joppe Geluykens, Dmitriy A. Katz-Rogozhnikov, Pratik Mukherjee, Smruthi Ramesh, Sara Rosenthal, Jagrati Sharma, Kush R. Varshney, Laura B. Kleinman, Pradeep Mangalath, Catherine Del Vecchio Fitz
DEMO-319: Demonstration of the EMPATHIC Framework for Task Learning from Implicit Human Feedback
Yuchen Cui, Qiping Zhang, Sahil Jain, Alessandro Allievi, Peter Stone, Scott Niekum, W. Bradley Knox
DEMO-324: The Active Sensing Testbed
Lee Stearns, Neil Fendley, Ashley J. Llorens
FEBRUARY 6
2021 Best Demonstration Award
DEMO-135: TAILOR: Teaching with Active and Incremental Learning for Object Registration
Qianli Xu, Nicolas Gauthier, Wenyu Liang, Fen Fang, Hui Li Tan, Ying Sun, Yan Wu, Liyuan Li, Joo Hwee Lim
DEMO-153: ESO-MAPF: Bridging Discrete Planning and Continuous Execution in Multi-Agent Pathfinding
Ján Chudý, Pavel Surynek
DEMO-170: KAAPA: Knowledge Aware Answers from PDF Analysis
Nicolas Fauceglia, Mustafa Canim, Alfio Gliozzo, Jennifer J. Liang, Nancy Xin Ru Wang, Douglas Burdick, Nandana Mihindukulasooriya, Vittorio Castelli, Guy Feigenblat, David Konopnicki, Yannis Katsis, Radu Florian, Yunyao Li, Salim Roukos, Avirup Sil
DEMO-196: An Intelligent Assistant for Problem Behavior Management
Penghe Chen, Yu Lu, Jiefei Liu, Qi Xu
DEMO-298: SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models
Haekyu Park, Zijie J. Wang, Nilaksh Das, Anindya S. Paul, Pruthvi Perumalla, Zhiyan Zhou, Duen Horng Chau
DEMO-321: A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices
Yuxuan Cai, Geng Yuan, Hongjia Li, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
DEMO-336: ITRIX – An AI Enabled Solution for Orchestration of Recovery Instructions
Wanita Sherchan, Garfield Vaughn, Shaila Pervin, Bryan Barone
DEMO-338: Dialog Router: Automated Dialog Transition via Multi-Task Learning
Ziming Huang, Zhuoxuan Jiang, Hao Chen, Xue Han, Yabin Dang
DEMO-344: Accelerating Data Discovery with an Ontology-Driven Tool for an Enterprise-Scale Data Lake Environment
Satyajeet Raje, Karina Kervin, Nergal Issaie, Madhu Channapatna
DEMO-363: VEGA: A Virtual Environment for Exploring Gender Bias vs. Accuracy Trade-Offs in AI Translation Services
Mariana Bernagozzi, Biplav Srivastava, Francesca Rossi, Sheema Usmani
DEMO-404: Software for Agent-Based Network Simulation and Visualization
Patrick Shepherd, Isaac Batts, Judy Goldsmith, Emory Hufbauer, Mia Weaver, Angela Zhang
FEBRUARY 7
DEMO-6: EasyRL: A Simple and Extensible Reinforcement Learning Framework
Neil Hulbert, Sam Spillers, Brandon Francis, James Haines-Temons, Ken Gil Romero, Benjamin De Jager, Sam Wong, Kevin Flora, Bowei Huang, Athirai A. Irissappane
DEMO-93: CamouFinder: Finding Camouflaged Instances in Images
Trung-Nghia Le, Vuong Nguyen, Cong Le, Tan-Cong Nguyen, Minh-Triet Tran, Tam V. Nguyen
DEMO-109: EasyASR: A Distributed Machine Learning Platform for End-to-End Automatic Speech Recognition
Chengyu Wang, Mengli Cheng, Xu Hu, Jun Huang
DEMO-155: OzoMorph: Demonstrating Colored Multi-Agent Path Finding on Real Robots
Roman Barták, Jakub Mestek
DEMO-172: Democratizing Constraint Satisfaction Problems through Machine Learning
Mohit Kumar, Samuel Kolb, Clement Gautrais, Luc De Raedt
DEMO-178: IFDDS: An Anti-Fraud Outbound Robot
Zihao Wang, Minghui Yang, Chunxiang Jing, Jia Liu, Zujie Wen, Saishuai Liu, Zhe Zhang
DEMO-212: TODS: An Automated Time Series Outlier Detection System
Kwei-Herng Lai, Daochen Zha, Guanchu Wang, Junjie Xu, Yue Zhao, Devesh Kumar, Yile Chen, Purav Zumkhawaka, Minyang Wan, Diego Martinez, Xia Ben Hu
DEMO-278: Doc2Bot: A Document Grounded Bot Framework
Kshitij Fadnis, Pankaj Dhoolia, Li Zhu, Q. Vera Liao, Steven Ross, Nathaniel Mills, Sachindra Joshi, Luis Lastras
DEMO-367: Mobile-Based Clock Drawing Test for Detecting Early Signs of Dementia
Hongchao Jiang, Yanci Zhang, Zhiwei Zeng, Jun Ji, Yu Wang, Ying Chi, Chunyan Miao
DEMO-394: A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering
Ibrahim Abdelaziz, Srinivas Ravishankar, Pavan Kapanipathi, Salim Roukos, Alexander Gray
DEMO-395: RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions
Valmeekam Karthik, Sarath Sreedharan, Sailik Sengupta, Subbarao Kambhampati
DEMO-398: Juice: A Julia Package for Logic and Probabilistic Circuits
Meihua Dang, Pasha Khosravi, Yitao Liang, Antonio Vergari, Guy Van den Broeck