AAAI

Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery

Kai Jia, Hongwen Zhang, Liang An, Yebin Liu

Comments Project Page: https://kairobo.github.io/PaFF/

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 37(1), 989-997 (2023)

Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation

Yizhou Dang, Enneng Yang, Guibing Guo, Linying Jiang, Xingwei Wang, Xiaoxiao Xu, Qinghui Sun, Hong Liu

Comments 9 pages, 4 figures, AAAI-2023

SAT-Based Algorithms for Regular Graph Pattern Matching

Miguel Terra-Neves, José Amaral, Alexandre Lemos, Rui Quintino, Pedro Resende, Antonio Alegria

Comments Shorter version accepted for publication at AAAI 2024

Assume-Guarantee Reinforcement Learning

Milad Kazemi, Mateo Perez, Fabio Somenzi, Sadegh Soudjani, Ashutosh Trivedi, Alvaro Velasquez

Comments This is the extended version of the paper accepted in the SRRAI Special Track at the Conference on Artificial Intelligence (AAAI-24)

Simple Weak Coresets for Non-Decomposable Classification Measures

Jayesh Malaviya, Anirban Dasgupta, Rachit Chhaya

Comments Accepted at AAAI 2024

Structural Information Guided Multimodal Pre-training for Vehicle-centric Perception

Xiao Wang, Wentao Wu, Chenglong Li, Zhicheng Zhao, Zhe Chen, Yukai Shi, Jin Tang

Comments Accepted by AAAI-2024

Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach

Ziliang Chen, Yongsen Zheng, Zhao-Rong Lai, Quanlong Guan, Liang Lin

Comments AAAI-2024

Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval

Zhe Ma, Jianfeng Dong, Shouling Ji, Zhenguang Liu, Xuhong Zhang, Zonghui Wang, Sifeng He, Feng Qian, Xiaobo Zhang, Lei Yang

Comments Accepted by AAAI 2024

Quilt: Robust Data Segment Selection against Concept Drifts

Minsu Kim, Seong-Hyeon Hwang, Steven Euijong Whang

Comments Accepted to AAAI 2024

What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection

Xiaohui Zhang, Jiangyan Yi, Chenglong Wang, Chuyuan Zhang, Siding Zeng, Jianhua Tao

Comments Accepted by the main track The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)

Exact Algorithms and Lowerbounds for Multiagent Pathfinding: Power of Treelike Topology

Foivos Fioravantes, Dušan Knop, Jan Matyáš Křišťan, Nikolaos Melissinos, Michal Opler

Comments Accepted by AAAI'24

Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning

Mengmeng Sheng, Zeren Sun, Zhenhuang Cai, Tao Chen, Yichao Zhou, Yazhou Yao

Comments accepted by AAAI 2024

EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction

Longzhong Lin, Xuewu Lin, Tianwei Lin, Lichao Huang, Rong Xiong, Yue Wang

Comments Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI2024)

Neural Gaussian Similarity Modeling for Differential Graph Structure Learning

Xiaolong Fan, Maoguo Gong, Yue Wu, Zedong Tang, Jieyi Liu

Comments Accepted by AAAI 2024

Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training

Xi Chen, Chang Gao, Zuowen Wang, Longbiao Cheng, Sheng Zhou, Shih-Chii Liu, Tobi Delbruck

Comments Accepted by the 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)

Approximation Algorithms for Preference Aggregation Using CP-Nets

Abu Mohammmad Hammad Ali, Boting Yang, Sandra Zilles

Comments 11 pages, main body and appendix. Full version of a paper accepted at the 38th Annual AAAI Conference on Artificial Intelligence

Semantic Complete Scene Forecasting from a 4D Dynamic Point Cloud Sequence

Zifan Wang, Zhuorui Ye, Haoran Wu, Junyu Chen, Li Yi

Comments AAAI 2024, see https://scsfnet.github.io/

She had Cobalt Blue Eyes: Prompt Testing to Create Aligned and Sustainable Language Models

Veronica Chatrath, Oluwanifemi Bamgbose, Shaina Raza

Comments Accepted as Oral at the AAAI 2nd Workshop on Sustainable AI

Colour Passing Revisited: Lifted Model Construction with Commutative Factors

Malte Luttermann, Tanya Braun, Ralf Möller, Marcel Gehrke

Comments Extended version of paper accepted to the Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI-2024)

PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion

Yige Yuan, Bingbing Xu, Bo Lin, Liang Hou, Fei Sun, Huawei Shen, Xueqi Cheng

Comments Accepted by Annual AAAI Conference on Artificial Intelligence (AAAI) 2024. Code is available at https://github.com/yuanyige/pde-add

S2WAT: Image Style Transfer via Hierarchical Vision Transformer using Strips Window Attention

Chiyu Zhang, Xiaogang Xu, Lei Wang, Zaiyan Dai, Jun Yang

Comments Accepted by AAAI 2024

NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning

Bo Xiong, Mojtaba Nayyeri, Linhao Luo, Zihao Wang, Shirui Pan, Steffen Staab

Comments The 38th Annual AAAI Conference on Artificial Intelligence (AAAI'24)

CMG-Net: Robust Normal Estimation for Point Clouds via Chamfer Normal Distance and Multi-scale Geometry

Yingrui Wu, Mingyang Zhao, Keqiang Li, Weize Quan, Tianqi Yu, Jianfeng Yang, Xiaohong Jia, Dong-Ming Yan

Comments Accepted by AAAI 2024

A Framework for Exploring Federated Community Detection

William Leeney, Ryan McConville

Comments 4 pages, 2 figures, Accepted at Association for the Advancement of Artificial Intelligence (AAAI) 2024 - 4th Workshop on Graphs and more Complex structures for Learning and Reasoning

Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking

Yan Gao, Haojun Xu, Nannan Wang, Jie Li, Xinbo Gao

Comments AAAI 2024

EAT: Towards Long-Tailed Out-of-Distribution Detection

Tong Wei, Bo-Lin Wang, Min-Ling Zhang

Comments Paper accepted by AAAI 2024

Detection and Defense of Unlearnable Examples

Yifan Zhu, Lijia Yu, Xiao-Shan Gao

Comments AAAI 2024

Learning Safety Constraints From Demonstration Using One-Class Decision Trees

Mattijs Baert, Sam Leroux, Pieter Simoens

Comments accepted for AAAI 2024 Workshop on Neuro-Symbolic Learning and Reasoning in the Era of Large Language Models (NucLeaR)

Participation Incentives in Approval-Based Committee Elections

Martin Bullinger, Chris Dong, Patrick Lederer, Clara Mehler

Comments Appears at AAAI-24

CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning

Qingsong Yan, Qiang Wang, Kaiyong Zhao, Jie Chen, Bo Li, Xiaowen Chu, Fei Deng

Comments Accepted at the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI24)