AAAI

ProtCLIP: Function-Informed Protein Multi-Modal Learning

Hanjing Zhou, Mingze Yin, Wei Wu, Mingyang Li, Kun Fu, Jintai Chen, Jian Wu, Zheng Wang

Journal ref AAAI 2025

Discrete Curvature Graph Information Bottleneck

Xingcheng Fu, Jian Wang, Yisen Gao, Qingyun Sun, Haonan Yuan, Jianxin Li, Xianxian Li

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

AI-driven Automation as a Pre-condition for Eudaimonia

Anastasia Siapka

Journal ref In Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society (AIES'23), August 08-10, 2023, Montreal, QC, Canada. ACM, New York, NY, USA, pages 993-994

VersaGen: Unleashing Versatile Visual Control for Text-to-Image Synthesis

Zhipeng Chen, Lan Yang, Yonggang Qi, Honggang Zhang, Kaiyue Pang, Ke Li, Yi-Zhe Song

Comments The paper has been accepted by AAAI 2025. Paper code: https://github.com/FelixChan9527/VersaGen_official

AdaDiff: Adaptive Step Selection for Fast Diffusion Models

Hui Zhang, Zuxuan Wu, Zhen Xing, Jie Shao, Yu-Gang Jiang

Comments Accepted by AAAI 2025

Sharpening Neural Implicit Functions with Frequency Consolidation Priors

Chao Chen, Yu-Shen Liu, Zhizhong Han

Comments Accepted by AAAI 2025

The Value of Recall in Extensive-Form Games

Ratip Emin Berker, Emanuel Tewolde, Ioannis Anagnostides, Tuomas Sandholm, Vincent Conitzer

Comments 36 pages, 6 figures, main body to be published in Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI-25), Philadelphia, Pennsylvania, USA, 2025

KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing

Shu Zhao, Tan Yu, Xiaoshuai Hao, Wenchao Ma, Vijaykrishnan Narayanan

Comments Accepted at AAAI 2025

Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction

Hongliang Zhang, Shuo Chen, Lei Luo, Jian Yang

Comments Accepted by AAAI 2025

Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning

Dengming Zhang, Weitao You, Ziheng Liu, Lingyun Sun, Pei Chen

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

SUTrack: Towards Simple and Unified Single Object Tracking

Xin Chen, Ben Kang, Wanting Geng, Jiawen Zhu, Yi Liu, Dong Wang, Huchuan Lu

Comments Accepted by AAAI 2025

BSDB-Net: Band-Split Dual-Branch Network with Selective State Spaces Mechanism for Monaural Speech Enhancement

Cunhang Fan, Enrui Liu, Andong Li, Jianhua Tao, Jian Zhou, Jiahao Li, Chengshi Zheng, Zhao Lv

Comments Accepted by AAAI 2025

DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion

Yinghui Li, Qianyu Zhou, Jingyu Gong, Ye Zhu, Richard Dazeley, Xinkui Zhao, Xuequan Lu

Comments Accepted to AAAI 2025

Enhancing Audiovisual Speech Recognition through Bifocal Preference Optimization

Yihan Wu, Yichen Lu, Yifan Peng, Xihua Wang, Ruihua Song, Shinji Watanabe

Comments Accepted by AAAI 2025

Efficient Fault-Tolerant Search by Fast Indexing of Subnetworks

Davide Bilò, Keerti Choudhary, Sarel Cohen, Tobias Friedrich, Martin Schirneck

Comments accepted at AAAI'25

Active Reinforcement Learning Strategies for Offline Policy Improvement

Ambedkar Dukkipati, Ranga Shaarad Ayyagari, Bodhisattwa Dasgupta, Parag Dutta, Prabhas Reddy Onteru

Comments AAAI 2025

FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation

Yuntian Bo, Yazhou Zhu, Lunbo Li, Haofeng Zhang

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

GenPlan: Generative Sequence Models as Adaptive Planners

Akash Karthikeyan, Yash Vardhan Pant

Comments Accepted in AAAI 2025. Project page: https://aku02.github.io/projects/genplan/

Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning

Hui-Yue Yang, Hui Chen, Ao Wang, Kai Chen, Zijia Lin, Yongliang Tang, Pengcheng Gao, Yuming Quan, Jungong Han, Guiguang Ding

Comments Accepted by AAAI-25

CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities

Tao Wu, Yong Zhang, Xintao Wang, Xianpan Zhou, Guangcong Zheng, Zhongang Qi, Ying Shan, Xi Li

Comments Accepted by AAAI 2025. Project page: https://customcrafter.github.io/

MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents

Congchi Yin, Feng Li, Shu Zhang, Zike Wang, Jun Shao, Piji Li, Jianhua Chen, Xun Jiang

Comments Accepted by the 39th Annual AAAI Conference on Artificial Intelligence

MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector

Wenjie Fu, Huandong Wang, Chen Gao, Guanghua Liu, Yong Li, Tao Jiang

Comments code and dataset: https://github.com/wjfu99/MIA-Tuner

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2025)

Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation

Ziyang Chen, Yiwen Ye, Yongsheng Pan, Yong Xia

Comments Accepted by AAAI 2025

LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application

Jian Jia, Yipei Wang, Yan Li, Honggang Chen, Xuehan Bai, Zhaocheng Liu, Jian Liang, Quan Chen, Han Li, Peng Jiang, Kun Gai

Comments Accepted by AAAI 2025. Codes are released at https://github.com/adxcreative/LEARN

Cross-PCR: A Robust Cross-Source Point Cloud Registration Framework

Guiyu Zhao, Zhentao Guo, Zewen Du, Hongbin Ma

Comments Accepted by AAAI 2025

Few-shot Metric Domain Adaptation: Practical Learning Strategies for an Automated Plant Disease Diagnosis

Shoma Kudo, Satoshi Kagiwada, Hitoshi Iyatomi

Comments 8 pages, 4 figures, 3 tables. Accepted at 4th Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path

Yuchen Ren, Zhengyu Zhao, Chenhao Lin, Bo Yang, Lu Zhou, Zhe Liu, Chao Shen

Comments Accepted by AAAI 2025

Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models

Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho

Comments Accepted by AAAI 2025. Project page: https://huggingface.co/spaces/TrustSafeAI/Token-Highlighter

Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering

Yifan Lu, Yigeng Zhou, Jing Li, Yequan Wang, Xuebo Liu, Daojing He, Fangming Liu, Min Zhang

Comments AAAI 2025

Voter Priming Campaigns: Strategies, Equilibria, and Algorithms

Jonathan Shaki, Yonatan Aumann, Sarit Kraus

Comments To be published in AAAI 2025