AAAI

Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge

Hung Le, Nancy F. Chen

Comments Accepted at DSTC Workshop at AAAI 2020

eRevise: Using Natural Language Processing to Provide Formative Feedback on Text Evidence Usage in Student Writing

Haoran Zhang, Ahmed Magooda, Diane Litman, Richard Correnti, Elaine Wang, Lindsay Clare Matsumura, Emily Howe, Rafael Quintana

Comments Published in IAAI 19

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence (2019) vol. 33, 9619-9625

Spell Once, Summon Anywhere: A Two-Level Open-Vocabulary Language Model

Sabrina J. Mielke, Jason Eisner

Comments Accepted for publication at AAAI 2019

Bayesian functional optimisation with shape prior

Pratibha Vellanki, Santu Rana, Sunil Gupta, David Rubin de Celis Leal, Alessandra Sutti, Murray Height, Svetha Venkatesh

Comments Submitted to AAAI 2019

Learning Attentive Pairwise Interaction for Fine-Grained Classification

Peiqin Zhuang, Yali Wang, Yu Qiao

Comments Accepted at AAAI-2020

GRET: Global Representation Enhanced Transformer

Rongxiang Weng, Haoran Wei, Shujian Huang, Heng Yu, Lidong Bing, Weihua Luo, Jiajun Chen

Comments Accepted by AAAI 2020

SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback

Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong

Comments This paper has been accepted in AAAI'20

Journal ref The Thirty-Fourth AAAI Conference on Artificial Intelligenc (AAAI'20), New York, New York, USA, 2020

Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning

Haiwen Wang, Ruijie Wang, Chuan Wen, Shuhao Li, Yuting Jia, Weinan Zhang, Xinbing Wang

Comments AAAI 2020

A Multi-Channel Neural Graphical Event Model with Negative Evidence

Tian Gao, Dharmashankar Subramanian, Karthikeyan Shanmugam, Debarun Bhattacharjya, Nicholas Mattei

Comments AAAI 2020

FourierSAT: A Fourier Expansion-Based Algebraic Framework for Solving Hybrid Boolean Constraints

Anastasios Kyrillidis, Anshumali Shrivastava, Moshe Y. Vardi, Zhiwei Zhang

Comments The paper was accepted by Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020). V2 (Feb 24): Typos corrected

Domain Knowledge Aided Explainable Artificial Intelligence for Intrusion Detection and Response

Sheikh Rabiul Islam, William Eberle, Sheikh K. Ghafoor, Ambareen Siraj, Mike Rogers

Comments Accepted to be published in the Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice (AAAI-MAKE 2020). Stanford University, Palo Alto, California, USA, March 23-25, 2020

FACE: Feasible and Actionable Counterfactual Explanations

Rafael Poyiadzi, Kacper Sokol, Raul Santos-Rodriguez, Tijl De Bie, Peter Flach

Comments Presented at AAAI/ACM Conference on AI, Ethics, and Society 2020

GFF: Gated Fully Fusion for Semantic Segmentation

Xiangtai Li, Houlong Zhao, Lei Han, Yunhai Tong, Kuiyuan Yang

Comments accepted by AAAI-2020(oral)

A Model-Based, Decision-Theoretic Perspective on Automated Cyber Response

Lashon B. Booker, Scott A. Musman

Comments 8 pages, 6 figures, 1 table; Presented at the AAAI-20 Workshop on Artificial Intelligence for Cyber Security (AICS)

A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits

Huozhi Zhou, Lingda Wang, Lav R. Varshney, Ee-Peng Lim

Comments Accepted by AAAI 2020

On the Convergence of Model Free Learning in Mean Field Games

Romuald Elie, Julien Pérolat, Mathieu Laurière, Matthieu Geist, Olivier Pietquin

Journal ref AAAI 2020 conference proceedings

MA-DST: Multi-Attention Based Scalable Dialog State Tracking

Adarsh Kumar, Peter Ku, Anuj Kumar Goyal, Angeliki Metallinou, Dilek Hakkani-Tur

Comments Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020)

Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching

Tianlang Chen, Jiebo Luo

Comments Accepted by AAAI-20

Transparent Classification with Multilayer Logical Perceptrons and Random Binarization

Zhuo Wang, Wei Zhang, Ning Liu, Jianyong Wang

Comments AAAI-20 (oral presentation); source codes added

Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labels

Ke Sun, Zhouchen Lin, Zhanxing Zhu

Comments AAAI Conference on Artificial Intelligence (AAAI 2020)

Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent

Pu Zhao, Pin-Yu Chen, Siyue Wang, Xue Lin

Comments accepted by AAAI 2020

Non-local U-Net for Biomedical Image Segmentation

Zhengyang Wang, Na Zou, Dinggang Shen, Shuiwang Ji

Comments In Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI), 2019

A New Burrows Wheeler Transform Markov Distance

Edward Raff, Charles Nicholas, Mark McLean

Comments To appear in: The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), AICS-2020 Workshop

Manipulating Districts to Win Elections: Fine-Grained Complexity

Eduard Eiben, Fedor V. Fomin, Fahad Panolan, Kirill Simonov

Comments Presented at AAAI-20

Knowledge Integration Networks for Action Recognition

Shiwen Zhang, Sheng Guo, Limin Wang, Weilin Huang, Matthew R. Scott

Comments To appear in AAAI 2020

Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack

Ziwei Guan, Kaiyi Ji, Donald J Bucci, Timothy Y Hu, Joseph Palombo, Michael Liston, Yingbin Liang

Comments Published at AAAI'20

Neural Machine Translation with Joint Representation

Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu

Comments AAAI 2020

Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification

Guan-An Wang, Tianzhu Zhang. Yang Yang, Jian Cheng, Jianlong Chang, Xu Liang, Zengguang Hou

Comments accepted by AAAI'20

Hybrid Compositional Reasoning for Reactive Synthesis from Finite-Horizon Specifications

Suguman Bansal, Yong Li, Lucas M. Tabajara, Moshe Y. Vardi

Comments Accepted by AAAI 2020. Tool Lisa for (a). LTLf to DFA conversion, and (b). LTLf synthesis can be found here: https://github.com/vardigroup/lisa

DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories

Hao Wu, Hanyuan Zhang, Xinyu Zhang, Weiwei Sun, Baihua Zheng, Yuning Jiang

Comments 7 pages, AAAI 2020 accepted paper