AAAI

Engaging Politically Diverse Audiences on Social Media

Martin Saveski, Doug Beeferman, David McClure, Deb Roy

Comments To appear in ICWSM'22 (International AAAI Conference on Web and Social Media)

On Semantic Cognition, Inductive Generalization, and Language Models

Kanishka Misra

Comments Accepted at AAAI 2022 Doctoral Consortium

The Powerful Use of AI in the Energy Sector: Intelligent Forecasting

Erik Blasch, Haoran Li, Zhihao Ma, Yang Weng

Comments Presented at AAAI FSS-21: Artificial Intelligence in Government and Public Sector, Washington, DC, USA

Certifiable Artificial Intelligence Through Data Fusion

Erik Blasch, Junchi Bin, Zheng Liu

Comments Presented at AAAI FSS-21: Artificial Intelligence in Government and Public Sector, Washington, DC, USA

Social Media Reveals Urban-Rural Differences in Stress across China

Jesse Cui, Tingdan Zhang, Kokil Jaidka, Dandan Pang, Garrick Sherman, Vinit Jakhetiya, Lyle Ungar, Sharath Chandra Guntuku

Comments Accepted at AAAI Conference on Web and Social Media (ICWSM) 2022

Improved POMDP Tree Search Planning with Prioritized Action Branching

John Mern, Anil Yildiz, Larry Bush, Tapan Mukerji, Mykel J. Kochenderfer

Comments 7 pages

Journal ref AAAI-21 Technical Tracks Vol. 35, No. 13, 2021, 11888-11894

Bayesian Optimized Monte Carlo Planning

John Mern, Anil Yildiz, Zachary Sunberg, Tapan Mukerji, Mykel J. Kochenderfer

Comments 8 pages

Journal ref AAAI-21 Technical Tracks Vol. 35, No. 13, 2021, 11880-11887

Cybersecurity Anomaly Detection in Adversarial Environments

David A. Bierbrauer, Alexander Chang, Will Kritzer, Nathaniel D. Bastian

Comments Presented at AAAI FSS-21: Artificial Intelligence in Government and Public Sector, Washington, DC, USA

Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks

Amil Dravid, Aggelos K. Katsaggelos

Comments 2 pages, 2 figures, to appear as extended abstract at AAAI-22

Interpreting Deep Knowledge Tracing Model on EdNet Dataset

Deliang Wang, Yu Lu, Qinggang Meng, Penghe Chen

Comments This paper has been accepted and presented in AAAI 2021 Workshop on AI Education

Symmetry Breaking for k-Robust Multi-Agent Path Finding

Zhe Chen, Daniel Harabor, Jiaoyang Li, Peter J. Stuckey

Comments 8 pages. Accepted by Thirty-Fifth AAAI Conference on Artificial Intelligence

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 35(14), 12267-12274 (2021)

Provably Secure Federated Learning against Malicious Clients

Xiaoyu Cao, Jinyuan Jia, Neil Zhenqiang Gong

Comments Accepted by AAAI-21. For slides, see https://people.duke.edu/~zg70/code/Secure_Federated_Learning.pdf . For the talk, see https://www.youtube.com/watch?v=LP4uqW18yA0

The Manufacture of Partisan Echo Chambers by Follow Train Abuse on Twitter

Christopher Torres-Lugo, Kai-Cheng Yang, Filippo Menczer

Journal ref Proc. Intl. AAAI Conf. on Web and Social Media (ICWSM), 2022

Where were my keys? -- Aggregating Spatial-Temporal Instances of Objects for Efficient Retrieval over Long Periods of Time

Ifrah Idrees, Zahid Hasan, Steven P. Reiss, Stefanie Tellex

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836)

Game of Gradients: Mitigating Irrelevant Clients in Federated Learning

Lokesh Nagalapatti, Ramasuri Narayanam

Comments Accepted at AAAI-21

A Permutation-Equivariant Neural Network Architecture For Auction Design

Jad Rahme, Samy Jelassi, Joan Bruna, S. Matthew Weinberg

Journal ref Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021

Enabling a Social Robot to Process Social Cues to Detect when to Help a User

Jason R. Wilson, Phyo Thuta Aung, Isabelle Boucher

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836)

Explainable Student Performance Prediction With Personalized Attention for Explaining Why A Student Fails

Kun Niu, Xipeng Cao, Yicong Yu

Comments AAAI 2021 Workshop on AI Education/TIPCE 2021

Toward a Human-Level Video Understanding Intelligence

Yu-Jung Heo, Minsu Lee, Seongho Choi, Woo Suk Choi, Minjung Shin, Minjoon Jung, Jeh-Kwang Ryu, Byoung-Tak Zhang

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836). The first two authors have equal contribution

Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection

Tiancai Wang, Tong Yang, Jiale Cao, Xiangyu Zhang

Comments Accepted to AAAI 2021. Code is available at https://github.com/megvii-research/Co-mining

Trust Calibration and Trust Respect: A Method for Building Team Cohesion in Human Robot Teams

Russell Perkins, Zahra Rezaei Khavas, Paul Robinette

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836)

Perspective-taking to Reduce Affective Polarization on Social Media

Martin Saveski, Nabeel Gillani, Ann Yuan, Prashanth Vijayaraghavan, Deb Roy

Comments To appear in ICWSM'22 (International AAAI Conference on Web and Social Media)

A MultiModal Social Robot Toward Personalized Emotion Interaction

Baijun Xie, Chung Hyuk Park

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836)

An Augmented Reality Platform for Introducing Reinforcement Learning to K-12 Students with Robots

Ziyi Zhang, Samuel Micah Akai-Nettey, Adonai Addo, Chris Rogers, Jivko Sinapov

Comments AAAI-FSS 2021 (arXiv:2109.10836)

Using Human-Guided Causal Knowledge for More Generalized Robot Task Planning

Semir Tatlidil, Yanqi Liu, Emily Sheetz, R. Iris Bahar, Steven Sloman

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836)

Learning to Control Complex Robots Using High-Dimensional Interfaces: Preliminary Insights

Jongmin M. Lee, Temesgen Gebrekristos, Dalia De Santis, Mahdieh Nejati-Javaremi, Deepak Gopinath, Biraj Parikh, Ferdinando A. Mussa-Ivaldi, Brenna D. Argall

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836)

Interactive Hierarchical Guidance using Language

Bharat Prakash, Nicholas Waytowich, Tim Oates, Tinoosh Mohsenin

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836)

Learning to Follow Language Instructions with Compositional Policies

Vanya Cohen, Geraud Nangue Tasse, Nakul Gopalan, Steven James, Matthew Gombolay, Benjamin Rosman

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836)

Multimodal Sensory Learning for Real-time, Adaptive Manipulation

Ahalya Prabhakar, Stanislas Furrer, Lorenzo Panchetti, Maxence Perret, Aude Billard

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836)

Credit Assignment Safety Learning from Human Demonstrations

Ahalya Prabhakar, Aude Billard

Comments Presented at AI-HRI symposium as part of AAAI-FSS 2021 (arXiv:2109.10836)