AAAI

PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning

Yongchun Qin, Pengfei Fang, Hui Xue

Comments Accepted by AAAI-25

BLS-GAN: A Deep Layer Separation Framework for Eliminating Bone Overlap in Conventional Radiographs

Haolin Wang, Yafei Ou, Prasoon Ambalathankandy, Gen Ota, Pengyu Dai, Masayuki Ikebe, Kenji Suzuki, Tamotsu Kamishima

Comments Accepted by AAAI 2025

RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning

Kunming Su, Qiuxia Wu, Panpan Cai, Xiaogang Zhu, Xuequan Lu, Zhiyong Wang, Kun Hu

Comments Accepted to AAAI 2025

HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models

Kazi Hasan Ibn Arif, JinYi Yoon, Dimitrios S. Nikolopoulos, Hans Vandierendonck, Deepu John, Bo Ji

Comments Accepted in AAAI 2025

Fair and Efficient Completion of Indivisible Goods

Vishwa Prakash HV, Ayumi Igarashi, Rohit Vaish

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

Scalable Quantum-Inspired Optimization through Dynamic Qubit Compression

Co Tran, Quoc-Bao Tran, Hy Truong Son, Thang N Dinh

Comments Accepted to AAAI'25

FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis

Guochen Yan, Luyuan Xie, Xinyi Gao, Wentao Zhang, Qingni Shen, Yuejian Fang, Zhonghai Wu

Comments Accepted by AAAI 2025

MotifGPL: Motif-Enhanced Graph Prototype Learning for Deciphering Urban Social Segregation

Tengfei He, Xiao Zhou

Comments Accepted by the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25); 10 pages, 8 figures, 3 tables; Includes the appendix

Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English

Avinash Anand, Kritarth Prasad, Chhavi Kirtani, Ashwin R Nair, Manvendra Kumar Nema, Raj Jaiswal, Rajiv Ratn Shah

Comments Accepted at AAAI 2025

Extract Free Dense Misalignment from CLIP

JeongYeon Nam, Jinbae Im, Wonjae Kim, Taeho Kil

Comments 16 pages, 14 figures, AAAI 2025

Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges

Meixia He, Peican Zhu, Keke Tang, Yangming Guo

Comments 9 pages, The 39th Annual AAAI Conference on Artificial Intelligence(2025)

Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation

Sheng Xiang, Mingzhi Zhu, Dawei Cheng, Enxia Li, Ruihui Zhao, Yi Ouyang, Ling Chen, Yefeng Zheng

Comments 9 pages, 5 figures, AAAI 2023, code: https://github.com/AI4Risk/antifraud

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 37. No. 12. 2023

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction

Pufan Zou, Shijia Zhao, Weijie Huang, Qiming Xia, Chenglu Wen, Wei Li, Cheng Wang

Comments 2025 AAAI

Towards Macro-AUC oriented Imbalanced Multi-Label Continual Learning

Yan Zhang, Guoqiang Wu, Bingzheng Wang, Teng Pang, Haoliang Sun, Yilong Yin

Comments 7 pages of main text, 11 pages of appendix, accepted to AAAI 2025

SongGLM: Lyric-to-Melody Generation with 2D Alignment Encoding and Multi-Task Pre-Training

Jiaxing Yu, Xinda Wu, Yunfei Xu, Tieyao Zhang, Songruoyao Wu, Le Ma, Kejun Zhang

Comments Extended version of paper accepted to AAAI 2025

The Unreasonable Effectiveness of Open Science in AI: A Replication Study

Odd Erik Gundersen, Odd Cappelen, Martin Mølnå, Nicklas Grimstad Nilsen

Comments This paper has been accepted at AAAI 2025

Active Geospatial Search for Efficient Tenant Eviction Outreach

Anindya Sarkar, Alex DiChristofano, Sanmay Das, Patrick J. Fowler, Nathan Jacobs, Yevgeniy Vorobeychik

Comments Accepted to AAAI 2025 (AI for Social Impact Track)

Look Ahead Text Understanding and LLM Stitching

Junlin Julian Jiang, Xin Li

Comments 9 pages, 6 figures, 4 tables, published in Vol. 18 (2024): Proceedings of the Eighteenth International AAAI Conference on Web and Social Media

Journal ref Proceedings of the International AAAI Conference on Web and Social Media, 18(1), 751-760 (2024)

Guided Real Image Dehazing using YCbCr Color Space

Wenxuan Fang, Junkai Fan, Yu Zheng, Jiangwei Weng, Ying Tai, Jun Li

Journal ref AAAI 2025

Single-Loop Federated Actor-Critic across Heterogeneous Environments

Ye Zhu, Xiaowen Gong

Comments Extended version of paper accepted at AAAI'25

C2F-TP: A Coarse-to-Fine Denoising Framework for Uncertainty-Aware Trajectory Prediction

Zichen Wang, Hao Miao, Senzhang Wang, Renzhi Wang, Jianxin Wang, Jian Zhang

Comments Accepted by AAAI 2025

TransferLight: Zero-Shot Traffic Signal Control on any Road-Network

Johann Schmidt, Frank Dreyer, Sayed Abid Hashimi, Sebastian Stober

Comments AAAI Workshop Paper (MALTA)

End-to-End Autonomous Driving through V2X Cooperation

Haibao Yu, Wenxian Yang, Jiaru Zhong, Zhenwei Yang, Siqi Fan, Ping Luo, Zaiqing Nie

Comments Accepted by AAAI 2025. Add more open-loop evaluation indicators

Tackling Intertwined Data and Device Heterogeneities in Federated Learning with Unlimited Staleness

Haoming Wang, Wei Gao

Comments 22 pages. An abbreviated version is published at AAAI 2025

Cross-View Referring Multi-Object Tracking

Sijia Chen, En Yu, Wenbing Tao

Comments Accepted by AAAI 2025!

GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance

Jingqiu Zhou, Lue Fan, Xuesong Chen, Linjiang Huang, Si Liu, Hongsheng Li

Comments To appear in AAAI 2025

SBS Figures: Pre-training Figure QA from Stage-by-Stage Synthesized Images

Risa Shinoda, Kuniaki Saito, Shohei Tanaka, Tosho Hirasawa, Yoshitaka Ushiku

Comments AAAI-25 Workshop on Document Understanding and Intelligence. Dataset and code: https://github.com/omron-sinicx/SBSFigures

EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion

Yuchen Sun, Qianqian Xu, Zitai Wang, Zhiyong Yang, Junwei He

Comments 9 pages, 5 figures, accepted by AAAI 2025

Retention Score: Quantifying Jailbreak Risks for Vision Language Models

Zaitang Li, Pin-Yu Chen, Tsung-Yi Ho

Comments 14 pages, 8 figures, AAAI 2025

Journal ref AAAI 2025

BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation

Oren Barkan, Yehonatan Elisha, Jonathan Weill, Noam Koenigstein

Comments AAAI 2025