AAAI

LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing

Weiwei Xing, Yue Cheng, Hongzhu Yi, Xiaohui Gao, Xiang Wei, Xiaoyu Guo, Yuming Zhang, Xinyu Pang

Comments This paper has been accepted by AAAI 2025

DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis

Pan Wang, Qiang Zhou, Yawen Wu, Tianlong Chen, Jingtong Hu

Comments AAAI 2025 accepted

RAVEN: An Agentic Framework for Multimodal Entity Discovery from Large-Scale Video Collections

Kevin Dela Rosa

Comments Presented at AI Agent for Information Retrieval: Generating and Ranking (Agent4IR) @ AAAI 2025 [https://sites.google.com/view/ai4ir/aaai-2025]

MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer

Divyanshu Mishra, Pramit Saha, He Zhao, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris Papageorghiou, J. Alison Noble

Comments Accepted in AAAI 2025

Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset

Shiao Wang, Xiao Wang, Bo Jiang, Lin Zhu, Guoqi Li, Yaowei Wang, Yonghong Tian, Jin Tang

Comments Journal Extension of HARDVS (AAAI 2024)

Coherency Improved Explainable Recommendation via Large Language Model

Shijie Liu, Ruixing Ding, Weihai Lu, Jun Wang, Mo Yu, Xiaoming Shi, Wei Zhang

Comments Accepted by AAAI 2025, with 9 pages

SSLFusion: Scale & Space Aligned Latent Fusion Model for Multimodal 3D Object Detection

Bonan Ding, Jin Xie, Jing Nie, Jiale Cao

Comments Accepted by AAAI 2025

Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications

Yuhang Zhou, Paiheng Xu, Xiyao Wang, Xuan Lu, Ge Gao, Wei Ai

Comments Accepted by the 19th International AAAI Conference on Web and Social Media (ICWSM 2025)

Bridging Knowledge Gap Between Image Inpainting and Large-Area Visible Watermark Removal

Yicheng Leng, Chaowei Fang, Junye Chen, Yixiang Fang, Sheng Li, Guanbin Li

Comments To be published in AAAI 2025

Understanding EFX Allocations: Counting and Variants

Tzeh Yuan Neoh, Nicholas Teh

Comments Appears in the 39th AAAI Conference on Artificial Intelligence (AAAI), 2025

Towards Adversarially Robust Dataset Distillation by Curvature Regularization

Eric Xue, Yijiang Li, Haoyang Liu, Peiran Wang, Yifan Shen, Haohan Wang

Comments AAAI 2025

Trading off Relevance and Revenue in the Jobs Marketplace: Estimation, Optimization and Auction Design

Farzad Pourbabaee, Sophie Yanying Sheng, Peter McCrory, Luke Simon, Di Mo

Comments Computational Jobs Marketplace, AAAI 2025

BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution

Zihao He, Shengchuan Zhang, Runze Hu, Yunhang Shen, Yan Zhang

Comments 9 pages, 5 figures, AAAI 2025

LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph

Tu Ao, Yanhua Yu, Yuling Wang, Yang Deng, Zirui Guo, Liang Pang, Pinghui Wang, Tat-Seng Chua, Xiao Zhang, Zhen Cai

Comments This paper has been accepted by AAAI 2025

Exploiting Fine-Grained Skip Behaviors for Micro-Video Recommendation

Sanghyuck Lee, Sangkeun Park, Jaesung Lee

Comments 9 pages, 5 figures. Published in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2025

Taylor Series-Inspired Local Structure Fitting Network for Few-shot Point Cloud Semantic Segmentation

Changshuo Wang, Shuting He, Xiang Fang, Meiqing Wu, Siew-Kei Lam, Prayag Tiwari

Journal ref AAAI 2025

Temporal Triadic Closure: Finding Dense Structures in Social Networks That Evolve

Tom Davot, Jessica Enright, Jayakrishnan Madathil, Kitty Meeks

Comments To appear in AAAI 2025

VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence

Hao Li, Hao Fei, Zechao Hu, Zhengwei Yang, Zheng Wang

Comments 9 pages, 5 figures, AAAI 2025

Anomaly Detection for Hybrid Butterfly Subspecies via Probability Filtering

Bo-Kai Ruan, Yi-Zeng Fang, Hong-Han Shuai, Juinn-Dar Huang

Comments AAAI'25 Workshop in Anomaly Detection in Scientific Domains

Migrating a Job Search Relevance Function

Bennett Mountain, Gabriel Womark, Ritvik Kharkar

Comments Accepted at AAAI 2025 Computational Jobs Workshop

Enhancing Implicit Neural Representations via Symmetric Power Transformation

Weixiang Zhang, Shuzhao Xie, Chengwei Ren, Shijia Ge, Mingzi Wang, Zhi Wang

Comments Accepted by AAAI 2025

Efficient 3D Recognition with Event-driven Spike Sparse Convolution

Xuerui Qiu, Man Yao, Jieyuan Zhang, Yuhong Chou, Ning Qiao, Shibo Zhou, Bo Xu, Guoqi Li

Comments Accepted by AAAI 2025

CoVR-2: Automatic Data Construction for Composed Video Retrieval

Lucas Ventura, Antoine Yang, Cordelia Schmid, Gül Varol

Comments Appears in TPAMI 2024 (DOI: 10.1109/TPAMI.2024.3463799). Journal extension of the AAAI 2024 conference paper arXiv:2308.14746v3. Project page: https://imagine.enpc.fr/~ventural/covr/

Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence (2024)

Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection

Shunxin Chen, Ajian Liu, Junze Zheng, Jun Wan, Kailai Peng, Sergio Escalera, Zhen Lei

Comments 9 pages, 5 figures, accepted by AAAI-2025 (Oral)

Leveraging Large Language Models for Automated Definition Extraction with TaxoMatic A Case Study on Media Bias

Timo Spinde, Luyang Lin, Smi Hinterreiter, Isao Echizen

Journal ref Proceedings of the International AAAI Conference on Web and Social Media (ICWSM'25) (2025)

Times2D: Multi-Period Decomposition and Derivative Mapping for General Time Series Forecasting

Reza Nematirad, Anil Pahwa, Balasubramaniam Natarajan

Comments Accepted at the AAAI 2025 Conference on Artificial Intelligence

ALLVB: All-in-One Long Video Understanding Benchmark

Xichen Tan, Yuanjing Luo, Yunfan Ye, Fang Liu, Zhiping Cai

Comments AAAI 2025

In-game Toxic Language Detection: Shared Task and Attention Residuals

Yuanzhe Jia, Weixuan Wu, Feiqi Cao, Soyeon Caren Han

Comments Accepted at AAAI 2023 Poster

Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement

Hyeonjin Kim, Jaejun Yoo

Comments Accepted to AAAI 2025

GNN-Based Candidate Node Predictor for Influence Maximization in Temporal Graphs

Priyanka Gautam, Balasubramaniam Natarajan, Sai Munikoti, S M Ferdous, Mahantesh Halappanavar

Comments 9 pages, 5 figures, Accepted in AAAI25 to AI4TS Workshop@AAAI 2025