AAAI

Text2Data: Low-Resource Data Generation with Textual Control

Shiyu Wang, Yihao Feng, Tian Lan, Ning Yu, Yu Bai, Ran Xu, Huan Wang, Caiming Xiong, Silvio Savarese

Comments Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25)

(Almost Full) EFX for Three (and More) Types of Agents

Pratik Ghosal, Vishwa Prakash HV, Prajakta Nimbhorkar, Nithin Varma

Comments To appear at the 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection

Xiaolei Wang, Xiaoyang Wang, Huihui Bai, Eng Gee Lim, Jimin Xiao

Comments Accepted by AAAI 2025

SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation

Shi-Feng Peng, Guolei Sun, Yong Li, Hongsong Wang, Guo-Sen Xie

Comments AAAI 2025

Journal ref AAAI 2025

Probabilistic Explanations for Linear Models

Bernardo Subercaseaux, Marcelo Arenas, Kuldeep S Meel

Comments Extended version of AAAI paper

Learning in Multiple Spaces: Few-Shot Network Attack Detection with Metric-Fused Prototypical Networks

Fernando Martinez-Lopez, Lesther Santana, Mohamed Rahouti

Comments The AAAI-25 Workshop on Artificial Intelligence for Cyber Security (AICS)

Seq2Seq Model-Based Chatbot with LSTM and Attention Mechanism for Enhanced User Interaction

Lamya Benaddi, Charaf Ouaddi, Adnane Souha, Abdeslam Jakimi, Mohamed Rahouti, Mohammed Aledhari, Diogo Oliveira, Brahim Ouchao

Comments The Third Workshop on Deployable AI at AAAI-2025

SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models

Linqin Wang, Yaping Liu, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang, Wenjun Wang, Ling Dong

Comments Accepted to the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25)

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB

Shengheng Liu, Xingkang Li, Zihuan Mao, Peng Liu, Yongming Huang

Comments Presented at AAAI 2024 (Main Technical Track)

Paid with Models: Optimal Contract Design for Collaborative Machine Learning

Bingchen Wang, Zhaoxuan Wu, Fusheng Liu, Bryan Kian Hsiang Low

Comments Accepted for publication at AAAI 2025

SlerpFace: Face Template Protection via Spherical Linear Interpolation

Zhizhou Zhong, Yuxi Mi, Yuge Huang, Jianqing Xu, Guodong Mu, Shouhong Ding, Jingyun Zhang, Rizen Guo, Yunsheng Wu, Shuigeng Zhou

Comments AAAI 2025

GFlow: Recovering 4D World from Monocular Video

Shizun Wang, Xingyi Yang, Qiuhong Shen, Zhenxiang Jiang, Xinchao Wang

Comments AAAI 2025. Project page: https://littlepure2333.github.io/GFlow

Action-Agnostic Point-Level Supervision for Temporal Action Detection

Shuhei M. Yoshida, Takashi Shibata, Makoto Terao, Takayuki Okatani, Masashi Sugiyama

Comments AAAI-25. Technical appendices included. 15 pages, 3 figures, 11 tables

Low-Light Image Enhancement via Generative Perceptual Priors

Han Zhou, Wei Dong, Xiaohong Liu, Yulun Zhang, Guangtao Zhai, Jun Chen

Comments Accepted by AAAI 2025

KeyGS: A Keyframe-Centric Gaussian Splatting Method for Monocular Image Sequences

Keng-Wei Chang, Zi-Ming Wang, Shang-Hong Lai

Comments AAAI 2025

Diffgrasp: Whole-Body Grasping Synthesis Guided by Object Motion Using a Diffusion Model

Yonghao Zhang, Qiang He, Yanguang Wan, Yinda Zhang, Xiaoming Deng, Cuixia Ma, Hongan Wang

Comments Accepted by AAAI 2025

Multimodal Variational Autoencoder: a Barycentric View

Peijie Qiu, Wenhui Zhu, Sayantan Kumar, Xiwen Chen, Xiaotong Sun, Jin Yang, Abolfazl Razi, Yalin Wang, Aristeidis Sotiras

Comments AAAI 2025

Enhancing Entertainment Translation for Indian Languages using Adaptive Context, Style and LLMs

Pratik Rakesh Singh, Mohammadi Zaki, Pankaj Wasnik

Comments Accepted to AAAI'25

Asynchronous Federated Clustering with Unknown Number of Clusters

Yunfan Zhang, Yiqun Zhang, Yang Lu, Mengke Li, Xi Chen, Yiu-ming Cheung

Comments Accepted by AAAI 2025

Federated Unlearning with Gradient Descent and Conflict Mitigation

Zibin Pan, Zhichao Wang, Chi Li, Kaiyan Zheng, Boqi Wang, Xiaoying Tang, Junhua Zhao

Comments To be published in the Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI-25)

Real-time Calibration Model for Low-cost Sensor in Fine-grained Time series

Seokho Ahn, Hyungjin Kim, Sungbok Shin, Young-Duk Seo

Comments Accepted by AAAI 2025

DriveEditor: A Unified 3D Information-Guided Framework for Controllable Object Editing in Driving Scenes

Yiyuan Liang, Zhiying Yan, Liqun Chen, Jiahuan Zhou, Luxin Yan, Sheng Zhong, Xu Zou

Comments AAAI 2025

Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection

Xiaoyu Huang, Weidong Chen, Bo Hu, Zhendong Mao

Comments Accepted by AAAI 2025

Cluster-guided Contrastive Class-imbalanced Graph Classification

Wei Ju, Zhengyang Mao, Siyu Yi, Yifang Qin, Yiyang Gu, Zhiping Xiao, Jianhao Shen, Ziyue Qiao, Ming Zhang

Comments Accepted by Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25)

A Theory of Formalisms for Representing Knowledge

Heng Zhang, Guifei Jiang, Donghui Quan

Comments Extended version of a paper to appear in AAAI-25

EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution

Xi Su, Xiangfei Shen, Mingyang Wan, Jing Nie, Lihui Chen, Haijun Liu, Xichuan Zhou

Comments AAAI 2025 conference paper

CASUAL: Conditional Support Alignment for Domain Adaptation with Label Shift

Anh T Nguyen, Lam Tran, Anh Tong, Tuan-Duy H. Nguyen, Toan Tran

Comments Accepted at AAAI 2025

Tri-Ergon: Fine-grained Video-to-Audio Generation with Multi-modal Conditions and LUFS Control

Bingliang Li, Fengyu Yang, Yuxin Mao, Qingwen Ye, Hongkai Chen, Yiran Zhong

Comments AAAI 2025 Accepted

EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion

Ashishkumar Gudmalwar, Ishan D. Biyani, Nirmesh Shah, Pankaj Wasnik, Rajiv Ratn Shah

Comments Accepted to AAAI 2025

Zeroth-Order Methods for Nonconvex Stochastic Problems with Decision-Dependent Distributions

Yuya Hikima, Akiko Takeda

Comments This paper has been accepted by The Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25)