AAAI

PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices

Ming Kang, Fung Fung Ting, Raphaël C. -W. Phan, Chee-Ming Ting

Comments References updated; for example, papers in NeurIPS 2024 proceedings appeared on 6 Feb 2025 and AAAI 2025 one on 11 Apr 2025

Journal ref In WACV (2025) 3732--3741

Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge

Xuan Shen, Peiyan Dong, Lei Lu, Zhenglun Kong, Zhengang Li, Ming Lin, Chao Wu, Yanzhi Wang

机构 * Oracle 纠错

Comments Accepted by AAAI 2024

Personalizing Exposure Therapy via Reinforcement Learning

Athar Mahmoudi-Nejad, Matthew Guzdial, Pierre Boulanger

Comments AAAI 2025 Bridge (Collaborative AI and Modelling of Humans Bridge Program)

Kanji Workbook: A Writing-Based Intelligent Tutoring System for Learning Proper Japanese Kanji Writing Technique with Instructor-Emulated Assessment

Paul Taele, Jung In Koh, Tracy Hammond

机构 * Sketch Recognition Lab（手写识别实验室） ； Department of Computer Science & Engineering（计算机科学与工程系） ； Texas A&M University（德克萨斯A&M大学） 纠错

Journal ref Vol. 34 No. 08: AAAI-20 / IAAI-20 Technical Tracks (2020)

Offline Safe Reinforcement Learning Using Trajectory Classification

Ze Gong, Akshat Kumar, Pradeep Varakantham

Comments AAAI 2025. Updated results

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection

Xing Liufu, Chaolei Tan, Xiaotong Lin, Yonggang Qi, Jinxuan Li, Jian-Fang Hu

Comments Accepted to AAAI 2025

Speeding Up the NSGA-II With a Simple Tie-Breaking Rule

Benjamin Doerr, Tudor Ivan, Martin S. Krejca

Comments To appear at AAAI 2025

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 39(25), 26964-26972. AAAI Press, 2025

Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces

Benjamin Doerr, Martin S. Krejca, Günter Rudolph

Comments To appear at AAAI 2025

Journal ref Conference on Artificial Intelligence, AAAI 2025, 26955-26963. AAAI Press, 2025

FIRM: Flexible Interactive Reflection reMoval

Xiao Chen, Xudong Jiang, Yunkang Tao, Zhen Lei, Qing Li, Chenyang Lei, Zhaoxiang Zhang

Comments Accepted by AAAI 2025

Auto-FEDUS: Autoregressive Generative Modeling of Doppler Ultrasound Signals from Fetal Electrocardiograms

Alireza Rafiei, Gari D. Clifford, Nasim Katebi

Comments AAAI 2025 Workshop on Large Language Models and Generative AI for Health

Event-Enhanced Blurry Video Super-Resolution

Dachun Kai, Yueyi Zhang, Jin Wang, Zeyu Xiao, Zhiwei Xiong, Xiaoyan Sun

Comments AAAI 2025. Project page: https://dachunkai.github.io/ev-deblurvsr.github.io/

Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks

Lorenz Kummer, Samir Moustafa, Wilfried Gansterer, Nils Kriege

Comments Accepted at AAAI 2025, DOI will be included after publication

GVMGen: A General Video-to-Music Generation Model with Hierarchical Attentions

Heda Zuo, Weitao You, Junxian Wu, Shihong Ren, Pei Chen, Mingxu Zhou, Yujia Lu, Lingyun Sun

Comments Accepted by the 39th AAAI Conference on Artificial Intelligence (AAAI-25)

Subgraph Aggregation for Out-of-Distribution Generalization on Graphs

Bowen Liu, Haoyang Li, Shuning Wang, Shuo Nie, Shanghang Zhang

Comments Accepted by AAAI 2025

Measuring Cross-Modal Interactions in Multimodal Models

Laura Wenderoth, Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, Volume 39, February 2025

A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations

Sascha Saralajew, Ashish Rana, Thomas Villmann, Ammar Shaker

Comments To appear at AAAI 2025. Includes the Appendix of the AAAI submission. In v2, the font size has been increased in some figures. In v3, an incorrect hyperparameter specification (Table 6; $λ$) has been corrected

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning

Haorong Han, Jidong Yuan, Chixuan Wei, Zhongyang Yu

Comments Accepted in AAAI Conference on Artificial Intelligence (AAAI-25)

Structured IB: Improving Information Bottleneck with Structured Feature Learning

Hanzhe Yang, Youlong Wu, Dingzhu Wen, Yong Zhou, Yuanming Shi

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 2025, Vol. 39, No. 20

Modular-Cam: Modular Dynamic Camera-view Video Generation with LLM

Zirui Pan, Xin Wang, Yipeng Zhang, Hong Chen, Kwan Man Cheng, Yaofei Wu, Wenwu Zhu

Comments AAAI 2025 Poster

Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization

Yechao Zhang, Yingzhe Xu, Junyu Shi, Leo Yu Zhang, Shengshan Hu, Minghui Li, Yanjun Zhang

Comments Accepted in AAAI 2025

WikiReddit: Tracing Information and Attention Flows Between Online Platforms

Patrick Gildersleve, Anna Beers, Viviane Ito, Agustin Orozco, Francesca Tripodi

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

Kernel-Aware Graph Prompt Learning for Few-Shot Anomaly Detection

Fenfang Tao, Guo-Sen Xie, Fang Zhao, Xiangbo Shu

Comments Accepted to AAAI 2025

Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"

Yudong Zhang, Ruobing Xie, Jiansheng Chen, Xingwu Sun, Zhanhui Kang, Yu Wang

Comments Accepted by AAAI 2025

Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy

Khaoula Chehbouni, Martine De Cock, Gilles Caporossi, Afaf Taik, Reihaneh Rabbany, Golnoosh Farnadi

Comments Accepted to AAAI-Social Impact Track - Oral

FaceSpeak: Expressive and High-Quality Speech Synthesis from Human Portraits of Different Styles

Tian-Hao Zhang, Jiawei Zhang, Jun Wang, Xinyuan Qian, Xu-Cheng Yin

Comments Accepted by AAAI 2025

Resource Constrained Pathfinding with Enhanced Bidirectional A* Search

Saman Ahmadi, Andrea Raith, Guido Tack, Mahdi Jalili

Comments 9 pages, 3 figures, 2 tables, The 39th Annual AAAI Conference on Artificial Intelligence

Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification

Jiaxiang Gou, Luping Ji, Pei Liu, Mao Ye

Comments Accepted by AAAI 2025

Towards Automated Safety Requirements Derivation Using Agent-based RAG

Balahari Vignesh Balu, Florian Geissler, Francesco Carella, Joao-Vitor Zacchi, Josef Jiru, Nuria Mata, Reinhard Stolle

Comments 9 pages, 3 figures

Journal ref Proceedings of the AAAI-make Spring Symposium, 2025

Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters

Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Avisek Naug, Ricardo Luna Gutierrez, Antonio Guillen

Comments Accepted at the 2025 AAAI Conference on Artificial Intelligence Proceedings

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, Volume 39, 2025

Disentangled Modeling of Preferences and Social Influence for Group Recommendation

Guangze Ye, Wen Wu, Guoqing Wang, Xi Chen, Hong Zheng, Liang He

Comments AAAI 2025 Oral