AAAI - arXivDaily 期刊&会议

2501.03279 2025-01-08 cs.CR cs.AI cs.LG

Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model

Haozhen Zhang, Haodong Yue, Xi Xiao, Le Yu, Qing Li, Zhen Ling, Ye Zhang

Comments Accepted by AAAI 2025. The code is available at https://github.com/ViktorAxelsen/MH-Net. arXiv admin note: text overlap with arXiv:2402.07501

2501.03272 2025-01-08 cs.CR cs.AI cs.CL

Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models

Peihai Jiang, Xixiang Lyu, Yige Li, Jing Ma

Comments AAAI 2025

2412.19543 2025-01-08 cs.CV

Diverse Rare Sample Generation with Pretrained GANs

Subeen Lee, Jiyeon Han, Soyeon Kim, Jaesik Choi

Comments Accepted at AAAI 2025

2408.12875 2025-01-08 cs.LG cs.SI

Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networks

Yeon-Chang Lee, Hojung Shin, Sang-Wook Kim

Comments Accepted by AAAI 2025

2406.12935 2025-01-08 cs.CR cs.AI cs.LG

ChatBug: A Common Vulnerability of Aligned LLMs Induced by Chat Templates

Fengqing Jiang, Zhangchen Xu, Luyao Niu, Bill Yuchen Lin, Radha Poovendran

Comments This paper is accepted to AAAI 2025

2405.16766 2025-01-08 cs.CV cs.AI cs.LG

Concept Matching with Agent for Out-of-Distribution Detection

Yuxiao Lee, Xiaofeng Cao, Jingcai Guo, Wei Ye, Qing Guo, Yi Chang

Comments Accepted by AAAI-25

2403.06537 2025-01-08 cs.CL

On the Consideration of AI Openness: Can Good Intent Be Abused?

Yeeun Kim, Hyunseo Shin, Eunkyung Choi, Hongseok Oh, Hyunjun Kim, Wonseok Hwang

Comments Accepted to AAAI 2025

2501.03074 2025-01-07 cs.CV

AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation

Haojin Li, Heng Li, Jianyu Chen, Rihan Zhong, Ke Niu, Huazhu Fu, Jiang Liu

Comments 9 pages total (7 pages main text, 2 pages references), 6 figures, accepted by AAAI 2025

2501.02997 2025-01-07 cs.AI cs.CL

CALM: Curiosity-Driven Auditing for Large Language Models

Xiang Zheng, Longxiang Wang, Yi Liu, Xingjun Ma, Chao Shen, Cong Wang

Comments Accepted by AAAI 2025 AI Alignment Track

2501.02926 2025-01-07 cs.LG

Offline-to-online hyperparameter transfer for stochastic bandits

Dravyansh Sharma, Arun Sai Suggala

Comments AAAI 2025

2501.02767 2025-01-07 cs.LG cs.AI

Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training

Ting Wang, Zhixin Zhou, Rui Luo

Comments 8 pages,2 figures,published to AAAI 2025

2501.02552 2025-01-07 cs.CL cs.CV

Multi-LLM Collaborative Caption Generation in Scientific Documents

Jaeyoung Kim, Jongho Lee, Hong-Jun Choi, Ting-Yao Hsu, Chieh-Yang Huang, Sungchul Kim, Ryan Rossi, Tong Yu, Clyde Lee Giles, Ting-Hao 'Kenneth' Huang, Sungchul Choi

Comments Accepted to AAAI 2025 AI4Research Workshop

2501.02504 2025-01-07 cs.CV cs.AI

Watch Video, Catch Keyword: Context-aware Keyword Attention for Moment Retrieval and Highlight Detection

Sung Jin Um, Dongjin Kim, Sangmin Lee, Jung Uk Kim

Comments Accepted at AAAI 2025

2501.02336 2025-01-07 cs.CL cs.AI

AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference

Zhuomin He, Yizhen Yao, Pengfei Zuo, Bin Gao, Qinya Li, Zhenzhe Zheng, Fan Wu

Comments 9 pages,10 figures, AAAI

2501.02111 2025-01-07 cs.LG

How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data

Ishaan Maitra, Raymond Lin, Eric Chen, Jon Donnelly, Sanja Šćepanović, Cynthia Rudin

Comments AAAI

2501.02030 2025-01-07 cs.SD cs.AI eess.AS

Detecting Music Performance Errors with Transformers

Benjamin Shiue-Hal Chou, Purvish Jajal, Nicholas John Eliopoulos, Tim Nadolsky, Cheng-Yun Yang, Nikita Ravi, James C. Davis, Kristen Yeon-Ji Yun, Yung-Hsiang Lu

Comments AAAI 2025

2501.01969 2025-01-07 cs.GT cs.AI cs.LG

Optimal bounds for dissatisfaction in perpetual voting

Alexander Kozachinskiy, Alexander Shen, Tomasz Steifer

Comments Full version of the AAAI 2025 paper

2412.20790 2025-01-07 cs.LG cs.AI

Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning

En Fu, Yanyan Hu

Comments This paper has been accepted by AAAI-2025 main track

2412.19616 2025-01-07 cs.LG cs.AI

Gradient Weight-normalized Low-rank Projection for Efficient LLM Training

Jia-Hong Huang, Yixian Shen, Hongyi Zhu, Stevan Rudinac, Evangelos Kanoulas

Comments Accepted by the 39th AAAI Conference on Artificial Intelligence (AAAI-25) [Main Technical Track]

2412.18537 2025-01-07 cs.CL

Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation

Derong Xu, Xinhang Li, Ziheng Zhang, Zhenxi Lin, Zhihong Zhu, Zhi Zheng, Xian Wu, Xiangyu Zhao, Tong Xu, Enhong Chen

Comments Accepted by AAAI'2025

2412.18535 2025-01-07 cs.LG cs.DB

Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales

Xinyu Yang, Yu Sun, Xinyang Chen, Ying Zhang, Xiaojie Yuan

Comments This paper has been accepted as a full paper at AAAI 2025

2412.17561 2025-01-07 cs.CV

S-INF: Towards Realistic Indoor Scene Synthesis via Scene Implicit Neural Field

Zixi Liang, Guowei Xu, Haifeng Wu, Ye Huang, Wen Li, Lixin Duan

Comments Accepted to AAAI 2025

2412.10748 2025-01-07 cs.CV cs.GR cs.LG physics.flu-dyn

A Pioneering Neural Network Method for Efficient and Robust Fluid Simulation

Yu Chen, Shuai Zheng, Nianyi Wang, Menglong Jin, Yan Chang

Comments This paper has been accepted by AAAI Conference on Artificial Intelligence (AAAI-25)

2408.11475 2025-01-07 cs.CV

TrackGo: A Flexible and Efficient Method for Controllable Video Generation

Haitao Zhou, Chuang Wang, Rui Nie, Jinlin Liu, Dongdong Yu, Qian Yu, Changhu Wang

Comments Accepted by AAAI 2025

2407.14452 2025-01-07 cs.CY

Undermining Mental Proof: How AI Can Make Cooperation Harder by Making Thinking Easier

Zachary Wojtowicz, Simon DeDeo

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

2407.05285 2025-01-07 cs.LG cs.AI cs.CR

Mjolnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion

Xuan Liu, Siqi Cai, Qihua Zhou, Song Guo, Ruibin Li, Kaiwei Lin

Comments Accepted by AAAI 2025

2404.17364 2025-01-07 cs.CV

MV-VTON: Multi-View Virtual Try-On with Diffusion Models

Haoyu Wang, Zhilu Zhang, Donglin Di, Shiliang Zhang, Wangmeng Zuo

Comments Accept by AAAI 2025. Project url: https://hywang2002.github.io/MV-VTON/

2402.11532 2025-01-07 cs.CL

Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models

Shirley Anugrah Hayati, Taehee Jung, Tristan Bodding-Long, Sudipta Kar, Abhinav Sethy, Joo-Kyung Kim, Dongyeop Kang

Comments AAAI 2025

2312.10758 2025-01-07 cs.CV

SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation

Xiaoqi An, Lin Zhao, Chen Gong, Nannan Wang, Di Wang, Jian Yang

Comments Accepted to AAAI 2024

2501.01930 2025-01-06 cs.LG

GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction

Yuwei Miao, Yuzhi Guo, Hehuan Ma, Jingquan Yan, Feng Jiang, Rui Liao, Junzhou Huang

Comments Accept by AAAI-25