AAAI

InvSeg: Test-Time Prompt Inversion for Semantic Segmentation

Jiayi Lin, Jiabo Huang, Jian Hu, Shaogang Gong

Comments AAAI 2025

Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels

Ruitao Pu, Yuan Sun, Yang Qin, Zhenwen Ren, Xiaomin Song, Huiming Zheng, Dezhong Peng

Comments 9 pages, AAAI 25 conference

Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning

Danni Peng, Yuan Wang, Huazhu Fu, Jinpeng Jiang, Yong Liu, Rick Siow Mong Goh, Qingsong Wei

Comments Accepted by AAAI 2025

AI-Enabled Operations at Fermi Complex: Multivariate Time Series Prediction for Outage Prediction and Diagnosis

Milan Jain, Burcu O. Mutlu, Caleb Stam, Jan Strube, Brian A. Schupbach, Jason M. St. John, William A. Pellico

Comments Presented in the AAAI Workshop on AI for Time Series Analysis 2025

Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search

Shuangtao Li, Shuaihao Dong, Kexin Luan, Xinhan Di, Chaofan Ding

Comments 5 pages, 1 figure, 2 tables accepted by aaai 2025 NeurMAD workshop

EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents

Mengna Zhu, Kaisheng Zeng, Mao Wang, Kaiming Xiao, Lei Hou, Hongbin Huang, Juanzi Li

Comments Extended version for paper accepted to AAAI 2025

Higher Order Structures For Graph Explanations

Akshit Sinha, Sreeram Vennam, Charu Sharma, Ponnurangam Kumaraguru

Comments AAAI 2025

Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients

Farhad Pourpanah, Mahdiyar Molahasani, Milad Soltany, Michael Greenspan, Ali Etemad

Comments Accepted to AAAI 2025, 16 pages, 3 figure

Hierarchical Alignment-enhanced Adaptive Grounding Network for Generalized Referring Expression Comprehension

Yaxian Wang, Henghui Ding, Shuting He, Xudong Jiang, Bifan Wei, Jun Liu

Comments AAAI 2025

Citations and Trust in LLM Generated Responses

Yifan Ding, Matthew Facciani, Amrit Poudel, Ellen Joyce, Salvador Aguinaga, Balaji Veeramani, Sanmitra Bhattacharya, Tim Weninger

Comments Accepted to AAAI 2025

Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging

Mengjie Qin, Yuchao Feng, Zongliang Wu, Yulun Zhang, Xin Yuan

Comments 9 pages, 7 figures, AAAI 2025

SeFAR: Semi-supervised Fine-grained Action Recognition with Temporal Perturbation and Learning Stabilization

Yongle Huang, Haodong Chen, Zhenbang Xu, Zihan Jia, Haozhou Sun, Dian Shao

Comments AAAI 2025; Code: https://github.com/KyleHuang9/SeFAR

Asymmetric Reinforcing against Multi-modal Representation Bias

Xiyuan Gao, Bing Cao, Pengfei Zhu, Nannan Wang, Qinghua Hu

Comments Accepted by AAAI 2025

Sparis: Neural Implicit Surface Reconstruction of Indoor Scenes from Sparse Views

Yulun Wu, Han Huang, Wenyuan Zhang, Chao Deng, Ge Gao, Ming Gu, Yu-Shen Liu

Comments Accepted by AAAI 2025. Project page: https://yulunwu0108.github.io/Sparis/

Communicating Unexpectedness for Out-of-Distribution Multi-Agent Reinforcement Learning

Min Whoo Lee, Kibeom Kim, Soo Wung Shin, Minsu Lee, Byoung-Tak Zhang

Comments 7 pages, 3 figures, Published in AAAI 2024 Workshop (Cooperative Multi-Agent Systems Decision-Making and Learning: From Individual Needs to Swarm Intelligence)

DuMo: Dual Encoder Modulation Network for Precise Concept Erasure

Feng Han, Kai Chen, Chao Gong, Zhipeng Wei, Jingjing Chen, Yu-Gang Jiang

Comments AAAI 2025 accepted

MalCL: Leveraging GAN-Based Generative Replay to Combat Catastrophic Forgetting in Malware Classification

Jimin Park, AHyun Ji, Minji Park, Mohammad Saidur Rahman, Se Eun Oh

Comments Accepted paper at AAAI 2025. 9 pages, Figure 6, Table 1

Journal ref Thirty-Ninth AAAI Conference on Artificial Intelligence 2025 (AAAI-25)

HoneypotNet: Backdoor Attacks Against Model Extraction

Yixu Wang, Tianle Gu, Yan Teng, Yingchun Wang, Xingjun Ma

Comments Accepted to the AAAI 2025

Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning

Chenglu Sun, Shuo Shen, Wenzhi Tao, Deyi Xue, Zixia Zhou

Comments 15 pages, 2 figures, accepted by AAAI 2025

A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset

Junhuan Yang, Yuzhou Zhang, Yi Sheng, Youzuo Lin, Lei Yang

Comments Accepted at AAAI 2025. This is the preprint version. Keywords: Multi-modal generation, diffuison models, scientific data generation, unbalanced modalities

Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation

Shoutao Guo, Shaolei Zhang, Zhengrui Ma, Yang Feng

Comments Accepted at AAAI 2025. 13 pages, 7 tables, 10 figures

Less is More: Token Context-aware Learning for Object Tracking

Chenlong Xu, Bineng Zhong, Qihua Liang, Yaozong Zheng, Guorong Li, Shuxiang Song

Comments Accepted by AAAI 2025

Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation

Suho Park, SuBeen Lee, Hyun Seok Seong, Jaejoon Yoo, Jae-Pil Heo

Comments Association for the Advancement of Artificial Intelligence (AAAI) 2025

DDD: Discriminative Difficulty Distance for plant disease diagnosis

Yuji Arima, Satoshi Kagiwada, Hitoshi Iyatomi

Comments 8 pages, 2 figures, 3 tables. Accepted at 4th Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

SoundBrush: Sound as a Brush for Visual Scene Editing

Kim Sung-Bin, Kim Jun-Seong, Junseok Ko, Yewon Kim, Tae-Hyun Oh

Comments AAAI 2025

FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning

Renqiang Luo, Huafei Huang, Ivan Lee, Chengpei Xu, Jianzhong Qi, Feng Xia

Comments 11 pages, 2 figures, Accepted at AAAI 2025

World knowledge-enhanced Reasoning Using Instruction-guided Interactor in Autonomous Driving

Mingliang Zhai, Cheng Li, Zengyuan Guo, Ningrui Yang, Xiameng Qin, Sanyuan Zhao, Junyu Han, Ji Tao, Yuwei Wu, Yunde Jia

Comments AAAI 2025. 14 pages. Supplementary Material

Security Attacks on LLM-based Code Completion Tools

Wen Cheng, Ke Sun, Xinyu Zhang, Wei Wang

Comments Paper accepted at AAAI 2025

ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token Recycling

Jianan Jiang, Hao Tang, Zhilin Jiang, Weiren Yu, Di Wu

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

AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation

Jingkun An, Yinghao Zhu, Zongjian Li, Enshen Zhou, Haoran Feng, Xijie Huang, Bohua Chen, Yemin Shi, Chengwei Pan

Comments Accepted by AAAI-2025