AAAI

Pushing the Limits of Rule Reasoning in Transformers through Natural Language Satisfiability

Kyle Richardson, Ashish Sabharwal

Comments Accepted to AAAI-2022, AAAI preprint

Deep Reinforcement Learning Policies Learn Shared Adversarial Features Across MDPs

Ezgi Korkmaz

Comments Published in AAAI 2022

Graph Structure Learning with Variational Information Bottleneck

Qingyun Sun, Jianxin Li, Hao Peng, Jia Wu, Xingcheng Fu, Cheng Ji, Philip S. Yu

Comments Accepted by AAAI 2022, Preprint version with Appendix

Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model

David Thulke, Nico Daheim, Christian Dugast, Hermann Ney

Comments Accepted to the DSTC10 workshop at AAAI 2022

Self-supervised Enhancement of Latent Discovery in GANs

Silpa Vadakkeeveetil Sreelatha, Adarsh Kappiyath, S Sumitra

Comments Accepted to the 36th AAAI Conference on Artificial Intelligence (AAAI 2022)

Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching

Xin Liu, Yangqiu Song

Comments Accepted by AAAI 2022

Unsupervised Reinforcement Learning in Multiple Environments

Mirco Mutti, Mattia Mancassola, Marcello Restelli

Comments In 36th AAAI Conference on Artificial Intelligence (AAAI 2022)

Taming Repetition in Dialogue Generation

Yadong Xi, Jiashu Pu, Xiaoxi Mao

Comments accepted by AAAI-22 W16: Dialog System Technology Challenge (DSTC10)

SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning

Zhecan Wang, Haoxuan You, Liunian Harold Li, Alireza Zareian, Suji Park, Yiqing Liang, Kai-Wei Chang, Shih-Fu Chang

Comments AAAI 2022

Journal ref AAAI 2022

Interscript: A dataset for interactive learning of scripts through error feedback

Niket Tandon, Aman Madaan, Peter Clark, Keisuke Sakaguchi, Yiming Yang

Comments AAAI'22-Workshop on Interactive Machine Learning

Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs

Chang Lu, Tian Han, Yue Ning

Comments This paper is accepted by AAAI 2022

TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion

Yiheng Sun, Tian Lu, Cong Wang, Yuan Li, Huaiyu Fu, Jingran Dong, Yunjie Xu

Comments Accepted at AAAI-22

Hindsight Network Credit Assignment: Efficient Credit Assignment in Networks of Discrete Stochastic Units

Kenny Young

Comments To be presented at AAAI 2022

Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams

Erdem Bıyık, Anusha Lalitha, Rajarshi Saha, Andrea Goldsmith, Dorsa Sadigh

Comments 14 pages, 13 figures. To be presented at "Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI) 2022". Also presented at "Artificial Intelligence for Human-Robot Interaction (AI-HRI) at AAAI Fall Symposium Series 2021"

Clustering with UMAP: Why and How Connectivity Matters

Ayush Dalmia, Suzanna Sia

Comments Published as a long paper at 2nd Graphs and more Complex structures for Learning and Reasoning Workshop in AAAI 2022

Combating Adversaries with Anti-Adversaries

Motasem Alfarra, Juan C. Pérez, Ali Thabet, Adel Bibi, Philip H. S. Torr, Bernard Ghanem

Comments Accepted to AAAI Conference on Artificial Intelligence (AAAI'22)

Play the Shannon Game With Language Models: A Human-Free Approach to Summary Evaluation

Nicholas Egan, Oleg Vasilyev, John Bohannon

Comments To appear at AAAI 2022

COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs

Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, Jeff Da, Keisuke Sakaguchi, Antoine Bosselut, Yejin Choi

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence (2021), 35(7), 6384-6392

Combating Collusion Rings is Hard but Possible

Niclas Boehmer, Robert Bredereck, André Nichterlein

Comments Accepted to AAAI'22

Event-Aware Multimodal Mobility Nowcasting

Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki

Comments Accepted by AAAI 2022

Lifelong Generative Modelling Using Dynamic Expansion Graph Model

Fei Ye, Adrian G. Bors

Comments Accepted in Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI 2022)

Online Missing Value Imputation and Change Point Detection with the Gaussian Copula

Yuxuan Zhao, Eric Landgrebe, Eliot Shekhtman, Madeleine Udell

Comments Accepted by AAAI 2022

Gaze Estimation with Eye Region Segmentation and Self-Supervised Multistream Learning

Zunayed Mahmud, Paul Hungler, Ali Etemad

Comments 5 pages, 1 figure, 3 tables, Accepted in AAAI-22 Workshop on Human-Centric Self-Supervised Learning

Tracing Text Provenance via Context-Aware Lexical Substitution

Xi Yang, Jie Zhang, Kejiang Chen, Weiming Zhang, Zehua Ma, Feng Wang, Nenghai Yu

Comments Accepted by AAAI-2022

Split Moves for Monte-Carlo Tree Search

Jakub Kowalski, Maksymilian Mika, Wojciech Pawlik, Jakub Sutowicz, Marek Szykuła, Mark H. M. Winands

Comments AAAI 2022

Classifying Emails into Human vs Machine Category

Changsung Kang, Hongwei Shang, Jean-Marc Langlois

Comments This paper is accepted by AAAI'22

Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning

Yecheng Jason Ma, Andrew Shen, Osbert Bastani, Dinesh Jayaraman

Comments AAAI 2022

Pretrained Cost Model for Distributed Constraint Optimization Problems

Yanchen Deng, Shufeng Kong, Bo An

Comments Accepted by AAAI-22

TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning

Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song

Comments Accepted by the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022)

Meta Adversarial Perturbations

Chia-Hung Yuan, Pin-Yu Chen, Chia-Mu Yu

Comments Published in AAAI 2022 Workshop