AAAI 2026

4,920 papers

VaccineRAG: Boosting Multimodal Large Language Models’ Immunity to Harmful RAG Samples

Qixin Sun, Ziqin Wang, Hengyuan Zhao, Yilin Li, Kaiyou Song

HumanPro: Single-view 3D Clothed Human Reconstruction with Progressive Normal Guidance

Jianchi Sun, Fei Luo, Wenzhuo Fan, Yu Jiang, Chunxia Xiao

AlignTrack: Top-Down Spatiotemporal Resolution Alignment for RGB-Event Visual Tracking

Chuanyu Sun, Jiqing Zhang, Yang Wang, Yuanchen Wang, Yutong Jiang

Weather-Robust LiDAR Perception: Point Cloud Restoration from Adverse Weather

Chenghao Sun, Pengpeng Sun, Xiangmo Zhao

Zero-to-Hero: Empowering Video Appearance Transfer with Zero-Shot Initialization and Holistic Restoration

Tongtong Su, Chengyu Wang, Haipeng Liao, Jun Huang, Dongming Lu

DiffNR: Diffusion-Enhanced Neural Representation Optimization for Sparse-View 3D Tomographic Reconstruction

Shiyan Su, Ruyi Zha, Danli Shi, Hongdong Li, Xuelian Cheng

UniMM-V2X: MoE-Enhanced Multi-Level Fusion for End-to-End Cooperative Autonomous Driving

Ziyi Song, Chen Xia, Chenbing Wang, Haibao Yu, Sheng Zhou

Object Fusion via Diffusion Time-step for Customized Image Editing with Single Example

Xue Song, Zhongqi Yue, Jiequan Cui, Hanwang Zhang, Jingjing Chen

UniAlignment: Semantic Alignment for Unified Image Generation, Understanding, Manipulation and Perception

Xinyang Song, Libin Wang, Weining Wang, Shaozhen Liu, DanDan Zheng

CLUENet: Cluster Attention Makes Neural Networks Have Eyes

Xiangshuai Song, Jun-Jie Huang, Tianrui Liu, Ke Liang, Chang Tang

Insert Anything: Image Insertion via In-Context Editing in DiT

Wensong Song, Hong Jiang, Zongxin Yang, Zheqiao Cheng, Ruijie Quan

Creating Blank Canvas Against AI-enabled Image Forgery

Qi Song, Ziyuan Luo, Renjie Wan

Sim4Seg: Boosting Multimodal Multi-disease Medical Diagnosis Segmentation with Region-Aware Vision-Language Similarity Masks

Lingran Song, Yucheng Zhou, Jianbing Shen

Doubly Debiased Test-Time Prompt Tuning for Vision-Language Models

Fei Song, Yi Li, Rui Wang, Jiahuan Zhou, Changwen Zheng

KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs

Baiyang Song, Jun Peng, Yuxin Zhang, Guangyao Chen, Feidiao Yang

T-LoRA: Single Image Diffusion Model Customization Without Overfitting

Vera Soboleva, Aibek Alanov, Andrey Kuznetsov, Konstantin Sobolev

Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images

Zhongyi Shui, Honglin Li, Yunlong Zhang, Yuxuan Sun, Yiwen Ye

Free-Form Scene Editor: Enabling Multi-Round Object Manipulation Like in a 3D Engine

Xincheng Shuai, Zhenyuan Qin, Henghui Ding, Dacheng Tao

FastAnimate: Towards Learnable Template Construction and Pose Deformation for Fast 3D Human Avatar Animation

Jian Shu, Nanjie Yao, Gangjian Zhang, Junlong Ren, Yu Feng

Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection

Kaito Shiku, Kazuya Nishimura, Shinnosuke Matsuo, Yasuhiro Kojima, Ryoma Bise

Causality Matters: How Temporal Information Emerges in Video Language Models

Yumeng Shi, Quanyu Long, Yin Wu, Wenya Wang

GeoBayes: Probabilistic Image Geo-Localization Inference via Sequential Bayesian Updating

Weimin Shi, Xiang Li, Kaige Li, Junhao Fang, Qiang Zhou

DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data

Shuo Shi, Jinghuai Zhang, Shijie Jiang, Chunyi Zhou, Yuyuan Li

Exploring Reliable Spatiotemporal Dependencies for Efficient Visual Tracking

Junze Shi, Yang Yu, Jian Shi, Haibo Luo

SpatialActor: Exploring Disentangled Spatial Representations for Robust Robotic Manipulation

Hao Shi, Bin Xie, Yingfei Liu, Yang Yue, Tiancai Wang

TrackGS: Optimizing COLMAP-Free 3D Gaussian Splatting with Global Track Constraints

Dongbo Shi, Shen Cao, Lubin Fan, Bojian Wu, Jinhui Guo

WaveC2R: Wavelet-Driven Coarse-to-Refined Hierarchical Learning for Radar Retrieval

Chunlei Shi, Han Xu, Yinghao Li, Yi-Lin Wei, Yongchao Feng

SGMHand: Structure-Guided Modulation for Structure-Aware Hand Inpainting

Chuancheng Shi, Shiming Guo, Ke Shui, Yixiang Chen, Fei Shen

Sparse4DGS: 4D Gaussian Splatting for Sparse-Frame Dynamic Scene Reconstruction

Changyue Shi, Chuxiao Yang, Xinyuan Hu, Minghao Chen, Wenwen Pan

Edge Consistency for 4D Gaussian Splatting in Dynamic Scene Rendering

Boya Shi, Thomas N Guan, Yi Xiaodong

Fine-grained Image Quality Assessment for Perceptual Image Restoration

Xiangfei Sheng, Xiaofeng Pan, Zhichao Yang, Pengfei Chen, Leida Li

FineXtrol: Controllable Motion Generation via Fine-Grained Text

Keming Shen, Bizhu Wu, Junliang Chen, Xiaoqin Wang, Linlin Shen

TarPro: Targeted Protection Against Malicious Image Editing

Kaixin Shen, Ruijie Quan, Jiaxu Miao, Jun Xiao

Group Orthogonal Low-Rank Adaptation for RGB-T Tracking

Zekai Shao, Yufan Hu, Jingyuan Liu, Bin Fan, Hongmin Liu

PromptMoE: Generalizable Zero-Shot Anomaly Detection via Visually-Guided Prompt Mixtures

Yuheng Shao, Lizhang Wang, ChangHao Li, Peixian Chen, Qinyuan Liu

TR-DQ: Time-Rotation Diffusion Quantization

Yihua Shao, Deyang Lin, Minxi Yan, Siyu Chen, Fanhu Zeng

ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation

Yihua Shao, Xiaofeng Lin, Xinwei Long, Siyu Chen, Minxi Yan

vMFCoOp: Towards Equilibrium on a Unified Hyperspherical Manifold for Prompting Biomedical VLMs

Minye Shao, Sihan Guo, Xinrun Li, Xingyu Miao, Haoran Duan

FineTec: Fine-Grained Action Recognition Under Temporal Corruption via Skeleton Decomposition and Sequence Completion

Dian Shao, Mingfei Shi, Like Liu

LSAP-PV: High-Fidelity Palm Vein Image Synthesis via Layered Spectral Absorption Projection-Guided Diffusion Model

Sheng Shang, Chenglong Zhao, Ruixin Zhang, Jianlong Jin, Jingyun Zhang

2D Gaussians Spatial Transport for Point-supervised Density Regression

Miao Shang, Xiaopeng Hong

DiA-gnostic VLVAE: Disentangled Alignment-Constrained Vision Language Variational AutoEncoder for Robust Radiology Reporting with Missing Modalities

Nagur Shareef Shaik, Teja Krishna Cherukuri, Adnan Masood, Dong Hye Ye

NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning

Sahil Shah, S P Sharan, Harsh Goel, Minkyu Choi, Mustafa Munir

Walk Before You Dance: High-fidelity and Editable Dance Synthesis via Generative Masked Motion Prior

Foram N Shah, Parshwa N Shah, Muhammad Usama Saleem, Ekkasit Pinyoanuntapong, Pu Wang

Video Camera Trajectory Editing with Generative Rendering from Estimated Geometry

Junyoung Seo, Jisang Han, Jaewoo Jung, Siyoon Jin, JoungBin Lee

CoCoLIT: ControlNet-Conditioned Latent Image Translation for MRI to Amyloid PET Synthesis

Alec Sargood, Lemuel Puglisi, James H Cole, Neil P. Oxtoby, Daniele Ravì

GIIM: Graph-based Learning of Inter- and Intra-view Dependencies for Multi-view Medical Image Diagnosis

Tran Bao Sam, Hung Vu, Dao Trung Kien, Tran Dat Dang, Van Ha Tang

MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models

Jiacheng Ruan, Dan Jiang, Xian Gao, Ting Liu, Yuzhuo Fu

RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation

Fu Rong, Meng Lan, Qian Zhang, Lefei Zhang

CART: Compositional AutoRegressive Transformer for Image Generation

Siddharth Roheda, Rohit Chowdhury, Aniruddha Bala, Rohan Jaiswal

ImageSet2Text: Describing Sets of Images Through Text

Piera Riccio, Francesco Galati, Kajetan Schweighofer, Noa Garcia, Nuria M Oliver

Mitigating Negative Flips via Margin Preserving Training

Simone Ricci, Niccolò Biondi, Federico Pernici, Alberto Del Bimbo

Masked Clustering Prediction for Unsupervised Point Cloud Pre-training

Bin Ren, Xiaoshui Huang, Mengyuan Liu, Hong Liu, Fabio Poiesi

Learning Latent Imaging Biomarkers for Interpretable Microvascular Invasion Prediction in Hepatocellular Carcinoma

Ji Rao, Xinyu Liu, Yong Yi, Ying Xiao, Ye Luo

FlashKAT: Understanding and Addressing Performance Bottlenecks in the Kolmogorov-Arnold Transformer

Matthew Raffel, Lizhong Chen

Transformer with Controlled Attention for Synchronous Motion Captioning

Karim Radouane, Sylvie Ranwez, Julien Lagarde, Andon Tchechmedjiev

DeOcc-1-to-3: 3D De-Occlusion from a Single Image via Self-Supervised Multi-View Diffusion

Yansong Qu, Shaohui Dai, Xinyang Li, Yuze Wang, You Shen

Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion

Wentao Qu, Guofeng Mei, Jing Wang, Yujiao Wu, Xiaoshui Huang

CloudMamba: Grouped Selective State Spaces for Point Cloud Analysis

Kanglin Qu, Pan Gao, Qun Dai, Zhanzhi Ye, Rui Ye

SegDINO3D: 3D Instance Segmentation Empowered by Both Image-Level and Object-Level 2D Features

Jinyuan Qu, Hongyang Li, Xingyu Chen, Shilong Liu, Yukai Shi

RL-U2Net: A Dual-Branch UNet with Reinforcement Learning-Assisted Multimodal Feature Fusion for Accurate 3D Whole-Heart Segmentation

Jierui Qu, Jianchun Zhao

Breaking Measurement Barriers: From Compressed Sensing to Deep Reconstruction

Gang Qu, Ping Wang, Siming Zheng, Xin Yuan

TextShield-R1: Reinforced Reasoning for Tampered Text Detection

Chenfan Qu, Yiwu Zhong, Jian Liu, Xuekang Zhu, Bohan Yu

EmoVid: A Multimodal Emotion Video Dataset for Emotion-Centric Video Understanding and Generation

Zongyang Qiu, Bingyuan Wang, Xingbei Chen, Yingqing He, Zeyu Wang

DualScope: Capturing Critical Spatial and Temporal Cues for Distracted Driving Activity Recognition

Zhijie Qiu, Shuaibo Li, Laixin Zhang, Xuming Hu, Wei Ma

Rectification Reimagined: A Unified Mamba Model for Image Correction and Rectangling with Prompts

Linwei Qiu, Gongzhe Li, Xiaozhe Zhang, Qilin Sun, Fengying Xie

AerialFusion: Co-Motion-Driven Unified Registration and Fusion on Multi-modal Data Streams from Aerial View

Junhui Qiu, Xiang Xiang, Hongyun Wang, Jiaqi Gui

Beyond Euclidean Assumptions: Geometry-Aware Adaptive Routing for Remote Sensing Segmentation

Jie Qiu, Dizuo Cao, Linwei Dai, Xin Li, Fan Yang

Ego-PMOVE: Prompt-aware Mixture of View Experts Network for Egocentric Gaze Prediction

Heqian Qiu, Lanxiao Wang, Taijin Zhao, Zhaofeng Shi, Xiang Li

Graph-Semantic Guided Learning for Virtual Immunohistochemistry Staining on Consecutive Histology Sections

Fanhao Qiu, Yangyang Zhang, Zhengxia Wang

MAPI-GNN: Multi-Activation Plane Interaction Graph Neural Network for Multimodal Medical Diagnosis

Ziwei Qin, Xuhui Song, Deqing Huang, Na Qin, Jun Li

Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning

Jialong Qin, Xin Zou, Di Lu, Yibo Yan, Xuming Hu

Text-guided Controllable Diffusion for Realistic Camouflage Images Generation

Yuhang Qian, Haiyan Chen, Wentong Li, Ningzhong Liu, Jie Qin

SplatSSC: Decoupled Depth-Guided Gaussian Splatting for Semantic Scene Completion

Rui Qian, Haozhi Cao, Tianchen Deng, Shenghai Yuan, Lihua Xie

WeatherEdit: Controllable Weather Editing with 4D Gaussian Field

Chenghao Qian, Wenjing Li, Yuhu Guo, Gustav Markkula

Event-Guided Scene Text Image Super-Resolution

Zihan Qi, Zeyu Xiao, Haoyi Zhao, Yang Zhao, Feng Xue

Game Ground Bench: Probing the Limits of LVLMs in Complex Semantic Grounding Across Game Universes

Zhangyang Qi, Jinsong Li, Hongjian Wu, Jiaqi Wang, Hengshuang Zhao

What to Trust? A Trust-aware Knowledge-guided Method for Zero-shot Object State Understanding in Videos

Yayun Qi, Xinxiao Wu

MSTDiff: Multiscale-Aware Transformer Diffusion Network for Video Object Detection

Qiang Qi, Wenqi Shang, Xiao Wang, Yanjie Liang, Shuyuan Lin

Localization-Anchored Instance Discrimination for Domain Adaptive Person Search

Linfeng Qi, Huibing Wang, Jinjia Peng, Jiqing Zhang

Instance-Guided Scene Adaptation for Unsupervised Person Search

Linfeng Qi, Huibing Wang, Jinjia Peng, Xianping Fu, Jiqing Zhang

Organ-Aware Routing Mixture-of-Retrieval Augmented Generation for Fetal Ultrasound Reporting

Bin Pu, Siyu Wang, Rongbin Li, Xinpeng Ding, lei zhao

Unified Mixture-of-Experts Framework for Joint Cardiac and Vascular Ultrasound Analysis and Report Generation

Bin Pu, Jiewen Yang, Xingguo Lv, Kai Xu, Kenli Li

Topology-Inspired Backward-Free Framework for Test-Time Adaptation in Medical Detection

Bin Pu, Xingguo Lv, Jiewen Yang, Kai Xu, lei zhao

Fractured Glass, Failing Cameras: Simulating Physics-Based Adversarial Samples for Autonomous Driving Systems

Manav Prabhakar, Jwalandhar Girnar, Arpan Kusari

LLaVA³: Representing 3D Scenes Like a Cubist Painter to Boost 3D Scene Understanding of VLMs

Doriand Petit, Steve Bourgeois, Vincent Gay-Bellile, Florian Chabot, Loïc Barthe

FineVAU: A Novel Human-Aligned Benchmark for Fine-Grained Video Anomaly Understanding

Joao Alexandre Cardeira Pereira, Vasco Lopes, Joao C. Neves, David Semedo

CP-CLIP: Customized Parameter Generation for Open-vocabulary Semantic Segmentation

Zelin Peng, Zhengqin Xu, Feilong Tang, Wei Shen

TARA: Token-Aware LoRA for Composable Personalization in Diffusion Models

Yuqi Peng, Lingtao Zheng, Yufeng Yang, Yi Huang, Mingfu Yan

GAGS: Granularity-Aware Feature Distillation for Language Gaussian Splatting

Yuning Peng, Haiping Wang, Yuan Liu, Chenglu Wen, Zhen Dong

Revisiting Cross-Architecture Distillation: Adaptive Dual-Teacher Transfer for Lightweight Video Models

Ying Peng, Hongsen Ye, Changxin Huang, Xiping Hu, Jian Chen

Lifelong Domain Adaptive 3D Human Pose Estimation

Qucheng Peng, Hongfei Xue, Pu Wang, Chen Chen

Hierarchical Frequency-Guided Alignment Transformer for Compressed Video Quality Enhancement

Liuhan Peng, Shuai Li, Yanbo Gao, Mao Ye, Chong Lv

FreeMem: Enhancing Consistency in Long Video Generation via Tuning-Free Memory

Jibin Peng, Di Lin, Zhecheng Xu, Haoran Lu, Ruonan Liu

Correcting Quantization-Induced Gradient Mismatch in Neural Image Compression

Changhao Peng, Yuqi Ye, Wei Gao

How Foundational Skills Influence VLM-based Embodied Agents: A Native Perspective

Bo Peng, Pi Bu, Keyu Pan, Xinrun Xu, Yingxiu Zhao

Generalized-Scale Object Counting with Gradual Query Aggregation

Jer Pelhan, Alan Lukežič, Matej Kristan

SphereDiff: Tuning-free 360° Static and Dynamic Panorama Generation via Spherical Latent Representation

Minho Park, Taewoong Kang, Jooyeol Yun, Sungwon Hwang, Jaegul Choo

Leveraging Textual Compositional Reasoning for Robust Change Captioning

Kyu Ri Park, Jiyoung Park, Seong Tae Kim, Hong Joo Lee, Jung Uk Kim

Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning

Jinhee Park, Hee bin Yoo, MinJun Kim, Byoung-tak Zhang, Junseok Kwon