AAAI

Geometry-Complete Perceptron Networks for 3D Molecular Graphs

Alex Morehead, Jianlin Cheng

Comments 36 pages, 3 figures, 12 tables. Under review. Also presented at DLG-AAAI 2023 and AI2ASE-AAAI 2023. Code available at https://github.com/BioinfoMachineLearning/GCPNet

Multi-Modality Deep Network for Extreme Learned Image Compression

Xuhao Jiang, Weimin Tan, Tian Tan, Bo Yan, Liquan Shen

Comments 13 pages, 14 figures, accepted by AAAI 2023

ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning

Yi Rong, Xiongbo Lu, Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong

Comments Accepted by AAAI 2023

Domain Decorrelation with Potential Energy Ranking

Sen Pei, Jiaxi Sun, Richard Yi Da Xu, Shiming Xiang, Gaofeng Meng

Comments 2022 ECCV jury award, accepted by AAAI 2023

Journal ref AAAI 2023 Oral

GDPNet: Refining Latent Multi-View Graph for Relation Extraction

Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng

Comments To appear at AAAI 2021

Finding Qs: Profiling QAnon Supporters on Parler

Dominik Bär, Nicolas Pröllochs, Stefan Feuerriegel

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

Novel Intent Detection and Active Learning Based Classification (Student Abstract)

Ankan Mullick

Comments AAAI 2023 Student Abstract

Deep Open Intent Classification with Adaptive Decision Boundary

Hanlei Zhang, Hua Xu, Ting-En Lin

Comments Accepted by AAAI 2021 (Main Track, Long Paper)

Discovering New Intents with Deep Aligned Clustering

Hanlei Zhang, Hua Xu, Ting-En Lin, Rui Lyu

Comments Accepted by AAAI 2021 (Main Track, Long Paper)

PowRL: A Reinforcement Learning Framework for Robust Management of Power Networks

Anandsingh Chauhan, Mayank Baranwal, Ansuma Basumatary

Comments Accepted at the 37th AAAI Conference on Artificial Intelligence

AI Autonomy : Self-Initiated Open-World Continual Learning and Adaptation

Bing Liu, Sahisnu Mazumder, Eric Robertson, Scott Grigsby

Comments To appear in AI Magazine (AAAI), 2023. This draft is an extended and revised version of the previous work - "Self-initiated Open World Learning for Autonomous AI Agents" arXiv preprint arXiv:2110.11385 (2021), which was published in AAAI 2022 Spring Symposium Series

Boundary Graph Neural Networks for 3D Simulations

Andreas Mayr, Sebastian Lehner, Arno Mayrhofer, Christoph Kloss, Sepp Hochreiter, Johannes Brandstetter

Comments accepted for presentation at the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23)

DADFNet: Dual Attention and Dual Frequency-Guided Dehazing Network for Video-Empowered Intelligent Transportation

Yu Guo, Ryan Wen Liu, Jiangtian Nie, Lingjuan Lyu, Zehui Xiong, Jiawen Kang, Han Yu, Dusit Niyato

Comments This paper is accepted by AAAI 2022 Workshop: AI for Transportation

Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem

Yan Jin, Yuandong Ding, Xuanhao Pan, Kun He, Li Zhao, Tao Qin, Lei Song, Jiang Bian

Comments Accepted by AAAI 2023, February 2023

H-TSP: Hierarchically Solving the Large-Scale Travelling Salesman Problem

Xuanhao Pan, Yan Jin, Yuandong Ding, Mingxiao Feng, Li Zhao, Lei Song, Jiang Bian

Comments Accepted by AAAI 2023, February 2023

DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior

Shuangping Jin, Bingbing Yu, Minhao Jing, Yi Zhou, Jiajun Liang, Renhe Ji

Comments Accepted to AAAI 2022

CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models

Akshita Jha, Chandan K. Reddy

Comments AAAI Conference on Artificial Intelligence (AAAI) 2023

Forecasting with Sparse but Informative Variables: A Case Study in Predicting Blood Glucose

Harry Rubin-Falcone, Joyce Lee, Jenna Wiens

Comments 10 pages, 9 figures, 5 tables, accepted to AAAI23

Journal ref AAAI 2023

Energy Efficiency Considerations for Popular AI Benchmarks

Raphael Fischer, Matthias Jakobs, Katharina Morik

Comments Accepted at AAAI Conference on Artificial Intelligence 2023 - AI for Energy Innovation Workshop

A Question-Answering Approach to Key Value Pair Extraction from Form-like Document Images

Kai Hu, Zhuoyuan Wu, Zhuoyao Zhong, Weihong Lin, Lei Sun, Qiang Huo

Comments AAAI 2023

Learning to Defer with Limited Expert Predictions

Patrick Hemmer, Lukas Thede, Michael Vössing, Johannes Jakubik, Niklas Kühl

Comments 37th AAAI Conference on Artificial Intelligence (AAAI-23)

AUC Maximization for Low-Resource Named Entity Recognition

Ngoc Dang Nguyen, Wei Tan, Wray Buntine, Richard Beare, Changyou Chen, Lan Du

Comments 10 pages, 4 figures, AAAI 2023

Meta-Auxiliary Learning for Adaptive Human Pose Prediction

Qiongjie Cui, Huaijiang Sun, Jianfeng Lu, Bin Li, Weiqing Li

Comments 10 pages, 6 figures, AAAI 2023 accepted

Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization

Gabriel Mancino-Ball, Shengnan Miao, Yangyang Xu, Jie Chen

Comments AAAI 2023

Unfooling Perturbation-Based Post Hoc Explainers

Zachariah Carmichael, Walter J Scheirer

Comments Accepted to AAAI-23. See the companion blog post at https://medium.com/@craymichael/noncompliance-in-algorithmic-audits-and-defending-auditors-5b9fbdab2615. 9 pages (not including references and supplemental)

Data-Efficient Image Quality Assessment with Attention-Panel Decoder

Guanyi Qin, Runze Hu, Yutao Liu, Xiawu Zheng, Haotian Liu, Xiu Li, Yan Zhang

Comments Accepted by AAAI 2023

Financial Time Series Forecasting using CNN and Transformer

Zhen Zeng, Rachneet Kaur, Suchetha Siddagangappa, Saba Rahimi, Tucker Balch, Manuela Veloso

Comments Published at AAAI 2023 - AI for Financial Services Bridge

Neural Diffeomorphic Non-uniform B-spline Flows

Seongmin Hong, Se Young Chun

Comments Accepted to AAAI 2023

Grouped Knowledge Distillation for Deep Face Recognition

Weisong Zhao, Xiangyu Zhu, Kaiwen Guo, Xiao-Yu Zhang, Zhen Lei

Comments 9 pages, 2 figures, 7 tables, accepted by AAAI 2023

Nearest-Neighbor Sampling Based Conditional Independence Testing

Shuai Li, Ziqi Chen, Hongtu Zhu, Christina Dan Wang, Wang Wen

Comments Accepted at AAAI 2023; 9 Pages, 3 Figures, 2 Tables