AAAI

ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing

Yaohui Ma, Xiaopeng Hong, Shizhou Zhang, Huiyun Li, Zhilin Zhu, Wei Luo, Zhiheng Ma

Comments Extended version for paper accepted to AAAI 2025. Project Page: https://github.com/yaohui120/ComprehendEdit

RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection

Yiheng Li, Yang Yang, Zhen Lei

Comments Accepted by AAAI 2025

ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation

Shiqi Huang, Shuting He, Bihan Wen

Comments AAAI 2025, code see https://github.com/HuangShiqi128/ZoRI

RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning

Kanghoon Yoon, Kibum Kim, Jaehyung Jeon, Yeonjun In, Donghyun Kim, Chanyoung Park

Comments 7 pages

Journal ref AAAI 2025

SemStereo: Semantic-Constrained Stereo Matching Network for Remote Sensing

Chen Chen, Liangjin Zhao, Yuanchun He, Yingxuan Long, Kaiqiang Chen, Zhirui Wang, Yanfeng Hu, Xian Sun

Comments 9 pages, 6 figures, AAAI 2025

Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation

Dongyue Wu, Zilin Guo, Li Yu, Nong Sang, Changxin Gao

Comments Accepted by AAAI 2025

Adaptive Prototype Replay for Class Incremental Semantic Segmentation

Guilin Zhu, Dongyue Wu, Changxin Gao, Runmin Wang, Weidong Yang, Nong Sang

Comments Accepted by the Main Technical Track of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-2025)

SIDE: Socially Informed Drought Estimation Toward Understanding Societal Impact Dynamics of Environmental Crisis

Lanyu Shang, Bozhang Chen, Shiwei Liu, Yang Zhang, Ruohan Zong, Anav Vora, Ximing Cai, Na Wei, Dong Wang

Comments To be published in AAAI 25

Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues

Yan Zhang, Gangyan Zeng, Huawen Shen, Daiqing Wu, Yu Zhou, Can Ma

Comments Accepted by AAAI 2025

Unleashing the Potential of Model Bias for Generalized Category Discovery

Wenbin An, Haonan Lin, Jiahao Nie, Feng Tian, Wenkai Shi, Yaqiang Wu, Qianying Wang, Ping Chen

Comments Accepted by AAAI 2025

Numerical Pruning for Efficient Autoregressive Models

Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu

Comments Accepted by AAAI 2025

Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments

Tuka Alhanai, Adam Kasumovic, Mohammad Ghassemi, Aven Zitzelberger, Jessica Lundin, Guillaume Chabot-Couture

Comments Accepted to AAAI 2025. Main content is 9 pages, 3 figures. Includes supplementary materials

DeepSN: A Sheaf Neural Framework for Influence Maximization

Asela Hevapathige, Qing Wang, Ahad N. Zehmakan

Comments Accepted to AAAI 2025

Improving Cooperation in Language Games with Bayesian Inference and the Cognitive Hierarchy

Joseph Bills, Christopher Archibald, Diego Blaylock

Comments Full version of AAAI-25 paper

AutoSciLab: A Self-Driving Laboratory For Interpretable Scientific Discovery

Saaketh Desai, Sadhvikas Addamane, Jeffrey Y. Tsao, Igal Brener, Laura P. Swiler, Remi Dingreville, Prasad P. Iyer

Comments Pre-print for paper accepted in AAAI

Provably Secure Robust Image Steganography via Cross-Modal Error Correction

Yuang Qi, Kejiang Chen, Na Zhao, Zijin Yang, Weiming Zhang

Comments 7 pages. Accepted by AAAI 2025

PickLLM: Context-Aware RL-Assisted Large Language Model Routing

Dimitrios Sikeridis, Dennis Ramdass, Pranay Pareek

Comments This work has been accepted at the first Workshop on Scalable and Efficient Artificial Intelligence Systems (SEAS) held in conjunction with the 39th Annual AAAI Conference on Artificial Intelligence, AAAI 2025, in Philadelphia, Pennsylvania, USA

From 2D CAD Drawings to 3D Parametric Models: A Vision-Language Approach

Xilin Wang, Jia Zheng, Yuanchao Hu, Hao Zhu, Qian Yu, Zihan Zhou

Comments To Appear in AAAI 2025. The project page is at https://manycore-research.github.io/CAD2Program

Multimodal Class-aware Semantic Enhancement Network for Audio-Visual Video Parsing

Pengcheng Zhao, Jinxing Zhou, Yang Zhao, Dan Guo, Yanxiang Chen

Comments Accepted by AAAI-2025

Learning Set Functions with Implicit Differentiation

Gözde Özcan, Chengzhi Shi, Stratis Ioannidis

Comments 19 pages, 1 figure, extended version of the AAAI 2025 paper with the same title

PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization

Mingjing Xu, Peizhong Ju, Jia Liu, Haibo Yang

Comments Accepted to AAAI 2025

Enhance Vision-Language Alignment with Noise

Sida Huang, Hongyuan Zhang, Xuelong Li

Comments Accepted by AAAI 2025

Heterogeneous Multi-Robot Graph Coverage with Proximity and Movement Constraints

Dolev Mutzari, Yonatan Aumann, Sarit Kraus

Comments 12 pages, 7 figures, to be published in the 39th Annual AAAI Conference on Artificial Intelligence

Search Strategy Generation for Branch and Bound Using Genetic Programming

Gwen Maudet, Grégoire Danoy

Comments Accepted at AAAI 2025

DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification

Kunlun Xu, Chenghao Jiang, Peixi Xiong, Yuxin Peng, Jiahuan Zhou

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

SCANS: Mitigating the Exaggerated Safety for LLMs via Safety-Conscious Activation Steering

Zouying Cao, Yifei Yang, Hai Zhao

Comments Extended version of paper accepted to AAAI 2025. 14 pages, 6 figures

Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resections with Pringle Maneuver

Diandian Guo, Weixin Si, Zhixi Li, Jialun Pei, Pheng-Ann Heng

Comments Accepted by AAAI 2025

Journal ref AAAI 2025

Anytime Multi-Agent Path Finding with an Adaptive Delay-Based Heuristic

Thomy Phan, Benran Zhang, Shao-Hung Chan, Sven Koenig

Comments Accepted to AAAI 2025

Attack On Prompt: Backdoor Attack in Prompt-Based Continual Learning

Trang Nguyen, Anh Tran, Nhat Ho

Comments Accepted to AAAI 2025

Qsco: A Quantum Scoring Module for Open-set Supervised Anomaly Detection

Yifeng Peng, Xinyi Li, Zhiding Liang, Ying Wang

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