AAAI

5,317 papers tracked across 2 years

Top Papers in AAAI 2025

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#1

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

Chenxin Li, Xinyu Liu, Wuyang Li et al.

AAAI 2025
356
citations
#2

FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts

Yichen Gong, Delong Ran, Jinyuan Liu et al.

AAAI 2025
302
citations
#3

EfficientVMamba: Atrous Selective Scan for Light Weight Visual Mamba

Xiaohuan Pei, Tao Huang, Chang Xu

AAAI 2025
192
citations
#4

EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions

Zhiyuan Chen, Jiajiong Cao, Zhiquan Chen et al.

AAAI 2025
171
citations
#5

DriveDreamer-2: LLM-Enhanced World Models for Diverse Driving Video Generation

Guosheng Zhao, Xiaofeng Wang, Zheng Zhu et al.

AAAI 2025
146
citations
#6

Segment Any 3D Gaussians

Jiazhong Cen, Jiemin Fang, Chen Yang et al.

AAAI 2025
145
citations
#7

SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery

Konstantin Klemmer, Esther Rolf, Caleb Robinson et al.

AAAI 2025
141
citations
#8

Language Prompt for Autonomous Driving

Dongming Wu, Wencheng Han, Yingfei Liu et al.

AAAI 2025
138
citations
#9

OOTDiffusion: Outfitting Fusion Based Latent Diffusion for Controllable Virtual Try-On

Yuhao Xu, Tao Gu, Weifeng Chen et al.

AAAI 2025
138
citations
#10

C3oT: Generating Shorter Chain-of-Thought Without Compromising Effectiveness

Yu Kang, Xianghui Sun, Liangyu Chen et al.

AAAI 2025
136
citations
#11

Pinwheel-shaped Convolution and Scale-based Dynamic Loss for Infrared Small Target Detection

Jiangnan Yang, Shuangli Liu, Jingjun Wu et al.

AAAI 2025
129
citations
#12

LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding

Senqiao Yang, Jiaming Liu, Renrui Zhang et al.

AAAI 2025
116
citations
#13

Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference

Han Zhao, Min Zhang, Wei Zhao et al.

AAAI 2025
110
citations
#14

IMAGDressing-v1: Customizable Virtual Dressing

Fei Shen, Xin Jiang, Xin He et al.

AAAI 2025
107
citations
#15

TableBench: A Comprehensive and Complex Benchmark for Table Question Answering

Xianjie Wu, Jian Yang, Linzheng Chai et al.

AAAI 2025
105
citations
#16

TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment

Chenxi Liu, Qianxiong Xu, Hao Miao et al.

AAAI 2025
100
citations
#17

CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning

Peiyuan Liu, Hang Guo, Tao Dai et al.

AAAI 2025
95
citations
#18

Boosting Multimodal Large Language Models with Visual Tokens Withdrawal for Rapid Inference

Zhihang Lin, Mingbao Lin, Luxi Lin et al.

AAAI 2025
90
citations
#19

AnalogCoder: Analog Circuit Design via Training-Free Code Generation

Yao Lai, Sungyoung Lee, Guojin Chen et al.

AAAI 2025
87
citations
#20

Point Cloud Mamba: Point Cloud Learning via State Space Model

Tao Zhang, Haobo Yuan, Lu Qi et al.

AAAI 2025
84
citations