AAAI

Hierarchical Context Tagging for Utterance Rewriting

Lisa Jin, Linfeng Song, Lifeng Jin, Dong Yu, Daniel Gildea

Comments Update terms for span index attention in Eq. 6 and add appendix. 10 pages, AAAI 2022

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 36(10) (2022) 10849-10857

Fast and Robust Online Inference with Stochastic Gradient Descent via Random Scaling

Sokbae Lee, Yuan Liao, Myung Hwan Seo, Youngki Shin

Comments 29 pages, 8 figures, 8 tables

Journal ref Proceedings of the 36th AAAI Conference on Artificial Intelligence, 36(7), 2022, pp. 7381-7389

Interactive Evaluation of Dialog Track at DSTC9

Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David Traum, Maxine Eskenazi

Comments Presented at LREC 2022 and DSTC9 Workshop at AAAI 2021

JDRec: Practical Actor-Critic Framework for Online Combinatorial Recommender System

Xin Zhao, Zhiwei Fang, Yuchen Guo, Jie He, Wenlong Chen, Changping Peng

Comments 9 pages (7+2), 5 figures, AAAI Templete

On the Relation Between Opinion Change and Information Consumption on Reddit

Flavio Petruzzellis, Corrado Monti, Gianmarco De Francisci Morales, Francesco Bonchi

Comments To appear in Proceedings of the International AAAI Conference on Web and Social Media (ICWSM 2023)

A Variant of Concurrent Constraint Programming on GPU

Pierre Talbot, Frédéric Pinel, Pascal Bouvry

Comments AAAI-2022 paper with erratum in Section "Turbo: GPU Constraint Solver"

Journal ref (2022) Proceedings of the AAAI Conference on Artificial Intelligence, 36(4), 3830-3839

Industry Led Use-Case Development for Human-Swarm Operations

Jediah R. Clark, Mohammad Naiseh, Joel Fischer, Marise Galvez Trigo, Katie Parnell, Mario Brito, Adrian Bodenmann, Sarvapali D. Ramchurn, Mohammad Divband Soorati

Comments Accepted at AAAI 2022 Spring Symposium Series (Putting AI in the Critical Loop: Assured Trust and Autonomy in Human-Machine Teams)

ValueNet: A New Dataset for Human Value Driven Dialogue System

Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu

Comments Paper accepted by AAAI 2022

AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification

Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid

Comments AAAI-2022 (Oral Paper)

Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks

Yijie Guo, Qiucheng Wu, Honglak Lee

Comments Published in AAAI 2022

Crowdsourcing Impacts: Exploring the Utility of Crowds for Anticipating Societal Impacts of Algorithmic Decision Making

Julia Barnett, Nicholas Diakopoulos

Comments 10 pages, 2 figures. Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society (August 2022)

Backdoor Attacks on the DNN Interpretation System

Shihong Fang, Anna Choromanska

Comments Published at the 2022 AAAI Conference on Artificial Intelligence (AAAI), 2022

Mimetic Models: Ethical Implications of AI that Acts Like You

Reid McIlroy-Young, Jon Kleinberg, Siddhartha Sen, Solon Barocas, Ashton Anderson

Comments In Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society (AIES'22), August 1-3, 2022, Oxford, United Kingdom

Online Emotions During the Storming of the U.S. Capitol: Evidence from the Social Media Network Parler

Johannes Jakubik, Michael Vössing, Dominik Bär, Nicolas Pröllochs, Stefan Feuerriegel

Comments Accepted at the International AAAI Conference on Web and Social Media (ICWSM, 2023)

AFDetV2: Rethinking the Necessity of the Second Stage for Object Detection from Point Clouds

Yihan Hu, Zhuangzhuang Ding, Runzhou Ge, Wenxin Shao, Li Huang, Kun Li, Qiang Liu

Comments AAAI 2022; 1st Place Solution for the Real-time 3D Detection and the Most Efficient Model of the Waymo Open Dataset Challenges 2021 (http://cvpr2021.wad.vision/)

Demystifying the Adversarial Robustness of Random Transformation Defenses

Chawin Sitawarin, Zachary Golan-Strieb, David Wagner

Comments ICML 2022 (short presentation), AAAI 2022 AdvML Workshop (best paper, oral presentation)

Electra: Conditional Generative Model based Predicate-Aware Query Approximation

Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup Rao, Vikas Maddukuri

Comments To appear in Proceedings of AAAI 2022

Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach

Qinbo Bai, Amrit Singh Bedi, Mridul Agarwal, Alec Koppel, Vaneet Aggarwal

Comments This paper is the arXiv version with Appendices of the published AAAI paper: "Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach," in Proc. AAAI, Feb 2022. The paper has been further extended with concave utilities and constraints in v2

Journal ref AAAI 2022

Inferring and Conveying Intentionality: Beyond Numerical Rewards to Logical Intentions

Susmit Jha, John Rushby

Comments In AAAI Spring Symposium on Towards Conscious AI Systems. 2019

Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis

Taha Belkhouja, Yan Yan, Janardhan Rao Doppa

Comments Published AAAI 2022

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 36(6), 6055-6063, 2022

How Algorithms Shape the Distribution of Political Advertising: Case Studies of Facebook, Google, and TikTok

Orestis Papakyriakopoulos, Christelle Tessono, Arvind Narayanan, Mihir Kshirsagar

Comments Forthcoming in: Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society (AIES'22), August 1-3, 2022, Oxford, United Kingdom. ACM, New York, NY, USA, 15 pages

Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs

Fanchen Bu, Dong Eui Chang

Journal ref AAAI 2022

Fully Attentional Network for Semantic Segmentation

Qi Song, Jie Li, Chenghong Li, Hao Guo, Rui Huang

Comments Accepted by AAAI 2022

Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework

Elias B. Khalil, Pashootan Vaezipoor, Bistra Dilkina

Comments Published in the Proceedings of AAAI 2022

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 36. No. 4. 2022

SenTag: a Web-based Tool for Semantic Annotation of Textual Documents

Andrea Loreggia, Simone Mosco, Alberto Zerbinati

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence 2022, 36(11), 13191-13193

Reforming an Envy-Free Matching

Takehiro Ito, Yuni Iwamasa, Naonori Kakimura, Naoyuki Kamiyama, Yusuke Kobayashi, Yuta Nozaki, Yoshio Okamoto, Kenta Ozeki

Comments AAAI 2022

Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes

Christian Schilling, Marcelo Forets, Sebastian Guadalupe

Journal ref AAAI 2022

Fast Sparse Decision Tree Optimization via Reference Ensembles

Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo Seltzer

Comments AAAI 2022

Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation

Jogendra Nath Kundu, Akshay Kulkarni, Suvaansh Bhambri, Varun Jampani, R. Venkatesh Babu

Comments AAAI 2022. Project page: http://sites.google.com/view/ast-ocdaseg

Fairness in Agreement With European Values: An Interdisciplinary Perspective on AI Regulation

Alejandra Bringas Colmenarejo, Luca Nannini, Alisa Rieger, Kristen M. Scott, Xuan Zhao, Gourab K. Patro, Gjergji Kasneci, Katharina Kinder-Kurlanda

Comments In proceedings of AAAI/ACM Conference AIES 2022 (https://doi.org/10.1145/3514094.3534158)