AAAI

Investigating the Effects of Robot Proficiency Self-Assessment on Trust and Performance

Nicholas Conlon, Daniel Szafir, Nisar Ahmed

Comments Appears in Proceedings of the AAAI SSS-22 Symposium "Closing the Assessment Loop: Communicating Proficiency and Intent in Human-Robot Teaming"

Meta-Learning for Online Update of Recommender Systems

Minseok Kim, Hwanjun Song, Yooju Shin, Dongmin Park, Kijung Shin, Jae-Gil Lee

Comments 11 pages, 6 figures

Journal ref AAAI 2022

Shared Control in Human Robot Teaming: Toward Context-Aware Communication

Sachiko Matsumoto, Laurel D. Riek

Comments Appears in Proceedings of the AAAI SSS-22 Symposium "Closing the Assessment Loop: Communicating Proficiency and Intent in Human-Robot Teaming"

Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers

Payam Karisani

Comments AAAI 2022

FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition

Chih-Ting Liu, Chien-Yi Wang, Shao-Yi Chien, Shang-Hong Lai

Comments This paper was accepted by AAAI 2022 Conference on Artificial Intelligence and selected as an oral paper

Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification

Yinhua Piao, Sangseon Lee, Dohoon Lee, Sun Kim

Comments Accepted by AAAI 2022

Probing Linguistic Information For Logical Inference In Pre-trained Language Models

Zeming Chen, Qiyue Gao

Comments AAAI 2022 camera ready version

Breaking the Convergence Barrier: Optimization via Fixed-Time Convergent Flows

Param Budhraja, Mayank Baranwal, Kunal Garg, Ashish Hota

Comments Accepted at AAAI Conference on Artificial Intelligence, 2022

Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder

Elman Mansimov, Yi Zhang

Comments Accepted to AAAI-22

Invariant Information Bottleneck for Domain Generalization

Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado J. Reed, Jun Zhang, Dongsheng Li, Kurt Keutzer, Han Zhao

Comments AAAI 2022

DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents

Tsu-Jui Fu, William Yang Wang, Daniel McDuff, Yale Song

Comments AAAI'22

FORCE: A Framework of Rule-Based Conversational Recommender System

Jun Quan, Ze Wei, Qiang Gan, Jingqi Yao, Jingyi Lu, Yuchen Dong, Yiming Liu, Yi Zeng, Chao Zhang, Yongzhi Li, Huang Hu, Yingying He, Yang Yang, Daxin Jiang

Comments AAAI 2022 (Demonstration Track)

Truthful Aggregation of Budget Proposals with Proportionality Guarantees

Ioannis Caragiannis, George Christodoulou, Nicos Protopapas

Comments 30 pages, 12 figures, 2 tables. A preliminary version appeared in the 36th AAAI Conference in Artificial Intelligence

Gradual (In)Compatibility of Fairness Criteria

Corinna Hertweck, Tim Räz

Comments Code available on GitHub: https://github.com/hcorinna/gradual-compatibility, extended version of paper accepted to AAAI'22

Are You Robert or RoBERTa? Deceiving Online Authorship Attribution Models Using Neural Text Generators

Keenan Jones, Jason R. C. Nurse, Shujun Li

Comments 13 pages, 6 figures, 4 tables, Accepted for publication in the proceedings of the sixteenth International AAAI Conference on Web and Social Media (ICWSM-22)

BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles

Yunxiang Zhang, Xiaojun Wan

Comments AAAI 2022

Welfare Guarantees in Schelling Segregation

Martin Bullinger, Warut Suksompong, Alexandros A. Voudouris

Comments Appears in the 35th AAAI Conference on Artificial Intelligence (AAAI), 2021

Journal ref Journal of Artificial Intelligence Research, 71:143-174 (2021)

An Interactive Explanatory AI System for Industrial Quality Control

Dennis Müller, Michael März, Stephan Scheele, Ute Schmid

Comments to be published in AAAI 2022

DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection

Guang Yang, Juan Cao, Qiang Sheng, Peng Qi, Xirong Li, Jintao Li

Comments Accepted to AAAI-22, 9 pages

Causal Robot Communication Inspired by Observational Learning Insights

Zhao Han, Boyoung Kim, Holly A. Yanco, Tom Williams

Comments Appears in Proceedings of the AAAI SSS-22 Symposium "Closing the Assessment Loop: Communicating Proficiency and Intent in Human-Robot Teaming". Paper webpage: https://zhaohanphd.com/aaai-sss22/

OneRel:Joint Entity and Relation Extraction with One Module in One Step

Yu-Ming Shang, Heyan Huang, Xian-Ling Mao

Comments AAAI-2022 Accepted

Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation

Huifeng Yao, Xiaowei Hu, Xiaomeng Li

Comments Accepted by AAAI 2022

Is it all a cluster game? -- Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space

Poulami Sinhamahapatra, Rajat Koner, Karsten Roscher, Stephan Günnemann

Journal ref SafeAI@AAAI (2022)

Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-Identification

Zhipeng Huang, Jiawei Liu, Liang Li, Kecheng Zheng, Zheng-Jun Zha

Comments 9 pages, 2 figures, AAAI 2022

Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-Identification

Jiawei Liu, Zhipeng Huang, Liang Li, Kecheng Zheng, Zheng-Jun Zha

Comments 9 pages, 2 figures, AAAI 2022

Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph

Liyan Xu, Xuchao Zhang, Bo Zong, Yanchi Liu, Wei Cheng, Jingchao Ni, Haifeng Chen, Liang Zhao, Jinho D. Choi

Comments Accepted to AAAI 2022

Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization

Zhe Chen, Wenhai Wang, Enze Xie, Tong Lu, Ping Luo

Comments Accepted to AAAI 2022

Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win

Utku Evci, Yani A. Ioannou, Cem Keskin, Yann Dauphin

Comments Published in AAAI 2022. Code can be found at https://github.com/google-research/rigl/tree/master/rigl/rigl_tf2

Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction

Marc Rigter, Danial Dervovic, Parisa Hassanzadeh, Jason Long, Parisa Zehtabi, Daniele Magazzeni

Comments 7+1 pages main text, 16 pages supplementary material, accepted to AAAI 2022

Online Task Assignment Problems with Reusable Resources

Hanna Sumita, Shinji Ito, Kei Takemura, Daisuke Hatano, Takuro Fukunaga, Naonori Kakimura, Ken-ichi Kawarabayashi

Comments Appeared in AAAI-22