AAAI

Adaptive Discovering and Merging for Incremental Novel Class Discovery

Guangyao Chen, Peixi Peng, Yangru Huang, Mengyue Geng, Yonghong Tian

Comments AAAI 2024. arXiv admin note: text overlap with arXiv:2207.08605 by other authors

Parameterized Projected Bellman Operator

Théo Vincent, Alberto Maria Metelli, Boris Belousov, Jan Peters, Marcello Restelli, Carlo D'Eramo

Comments Proceedings of the National Conference on Artificial Intelligence (AAAI-24)

Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction

Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng

Comments 37th AAAI Conference on Artificial Intelligence (AAAI 2023)

STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction

Jiahao Ji, Jingyuan Wang, Zhe Jiang, Jiawei Jiang, Hu Zhang

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

Recall-Oriented Continual Learning with Generative Adversarial Meta-Model

Haneol Kang, Dong-Wan Choi

Comments Accepted in AAAI-2024 (Oral presentation)

Online Learning of Human Constraints from Feedback in Shared Autonomy

Shibei Zhu, Tran Nguyen Le, Samuel Kaski, Ville Kyrki

Comments Accepted to AAAI-24 Bridge Program on Collaborative AI and Modeling of Humans & AAAI-24 Workshop on Ad Hoc Teamwork

Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease

So Yeon Kim, Sehee Wang, Eun Kyung Choe

Comments Paper accepted in Human-Centric Representation Learning workshop at AAAI 2024 (https://hcrl-workshop.github.io/2024/)

Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment

Congzhi Zhang, Linhai Zhang, Deyu Zhou

Comments Accepted by AAAI 2024

Attacks on Node Attributes in Graph Neural Networks

Ying Xu, Michael Lanier, Anindya Sarkar, Yevgeniy Vorobeychik

Comments Accepted to AAAI 2024 AICS workshop

Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations

Yejin Jeon, Yunsu Kim, Gary Geunbae Lee

Comments Accepted to AAAI 2024

Refined Characterizations of Approval-based Committee Scoring Rules

Chris Dong, Patrick Lederer

Comments Appears at AAAI-24

Hedonic Diversity Games: A Complexity Picture with More than Two Colors

Robert Ganian, Thekla Hamm, Dušan Knop, Šimon Schierreich, Ondřej Suchý

Comments A preliminary version appeared in AAAI '22

Journal ref Artificial Intelligence 325 (2023) 104017:1-20

NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt Tuning

Linsheng Chen, Guangrun Wang, Liuchun Yuan, Keze Wang, Ken Deng, Philip H. S. Torr

Comments AAAI 2024

The Case for Animal-Friendly AI

Sankalpa Ghose, Yip Fai Tse, Kasra Rasaee, Jeff Sebo, Peter Singer

Comments AAAI 2024 Workshop on Public Sector LLMs: Algorithmic and Sociotechnical Design. 12 pages, 11 figures

LLMGuard: Guarding Against Unsafe LLM Behavior

Shubh Goyal, Medha Hira, Shubham Mishra, Sukriti Goyal, Arnav Goel, Niharika Dadu, Kirushikesh DB, Sameep Mehta, Nishtha Madaan

Comments accepted in demonstration track of AAAI-24

Coupling Graph Neural Networks with Fractional Order Continuous Dynamics: A Robustness Study

Qiyu Kang, Kai Zhao, Yang Song, Yihang Xie, Yanan Zhao, Sijie Wang, Rui She, Wee Peng Tay

Comments in Proc. AAAI Conference on Artificial Intelligence, Vancouver, Canada, Feb. 2024

Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection

Yuhao Huang, Sanping Zhou, Junjie Zhang, Jinpeng Dong, Nanning Zheng

Comments Accepted by AAAI-2024

Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning

Ruiqian Nai, Zixin Wen, Ji Li, Yuanzhi Li, Yang Gao

Comments Accepted to AAAI-2024

Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning

Zeyang Liu, Lipeng Wan, Xinrui Yang, Zhuoran Chen, Xingyu Chen, Xuguang Lan

Comments The 38th Annual AAAI Conference on Artificial Intelligence

LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction

Yucheng Li, Frank Guerin, Chenghua Lin

Comments AAAI 2024

EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE

Junyi Chen, Longteng Guo, Jia Sun, Shuai Shao, Zehuan Yuan, Liang Lin, Dongyu Zhang

Comments Accepted by AAAI 2024

Debiased Novel Category Discovering and Localization

Juexiao Feng, Yuhong Yang, Yanchun Xie, Yaqian Li, Yandong Guo, Yuchen Guo, Yuwei He, Liuyu Xiang, Guiguang Ding

Comments Accepted by AAAI 2024

Binding-Adaptive Diffusion Models for Structure-Based Drug Design

Zhilin Huang, Ling Yang, Zaixi Zhang, Xiangxin Zhou, Yu Bao, Xiawu Zheng, Yuwei Yang, Yu Wang, Wenming Yang

Comments Accepted by AAAI 2024. Project: https://github.com/YangLing0818/BindDM

A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis

Deepeka Garg, Benjamin Patrick Evans, Leo Ardon, Annapoorani Lakshmi Narayanan, Jared Vann, Udari Madhushani, Makada Henry-Nickie, Sumitra Ganesh

Comments AAAI 2024 - AI in Finance for Social Impact

Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding

Yuecen Wei, Haonan Yuan, Xingcheng Fu, Qingyun Sun, Hao Peng, Xianxian Li, Chunming Hu

Comments Accepted by the Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24)

Self-Initiated Open World Learning for Autonomous AI Agents

Bing Liu, Eric Robertson, Scott Grigsby, Sahisnu Mazumder

Comments Published in AAAI 2022 Spring Symposium Series

HOP to the Next Tasks and Domains for Continual Learning in NLP

Umberto Michieli, Mete Ozay

Comments AAAI 2024. Main + supplmentary

Region-Aware Exposure Consistency Network for Mixed Exposure Correction

Jin Liu, Huiyuan Fu, Chuanming Wang, Huadong Ma

Comments Accepted by AAAI 2024

SGNet: Structure Guided Network via Gradient-Frequency Awareness for Depth Map Super-Resolution

Zhengxue Wang, Zhiqiang Yan, Jian Yang

Comments Accepted to AAAI 2024

Journal ref AAAI Conference on Artificial Intelligence, 2024

Chinese Spelling Correction as Rephrasing Language Model

Linfeng Liu, Hongqiu Wu, Hai Zhao

Comments Accepted by AAAI'2024