AAAI 2026

4,920 papers

La La LiDAR: Large-Scale Layout Generation from LiDAR Data

Youquan Liu, Lingdong Kong, Weidong Yang, Xin Li, Alan Liang

FracSegmentator: Fracture Instance Segmentation with Trauma-Prior-Guided Contrastive Learning

Yanzhen Liu, Sutuke Yibulayimu, Yang Zhou, Yudi Sang, Yu Wang

Signal: Selective Interaction and Global-local Alignment for Multi-Modal Object Re-Identification

Yangyang Liu, Yuhao Wang, Pingping Zhang

Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models

Xuyang Liu, Ziming Wang, Junjie Chen, Yuhang Han, Yingyao Wang

DBGroup: Dual-Branch Point Grouping for Weakly Supervised 3D Semantic Instance Segmentation

Xuexun Liu, Xiaoxu Xu, Qiudan Zhang, Lin Ma, Xu Wang

SOAR: Semi-Supervised Open-Vocabulary Aerial Object Detection via Dual-Aware Enhanced Prior Denoising

Xu Liu, Yihong Huang, Dan Zhang, Lingling Li, Long Sun

Discretization Is Not Always Better: Rethinking Deep Quantization for Asymmetric Image Retrieval

Xinze Liu, Dayan Wu, Hengjie Zhu, Chenming Wu, Pengwen Dai

Collaborative Feature Matching with Progressive Correspondence Learning

Xin Liu, Yanbing Han, Rong Qin, Bing Wang, Jufeng Yang

Beyond the Horizon: Decoupling Multi-View UAV Action Recognition via Partial Order Transfer

Wenxuan Liu, Zhuo Zhou, Xuemei Jia, Siyuan Yang, Wenxin Huang

GT2-GS: Geometry-aware Texture Transfer for Gaussian Splatting

Wenjie Liu, Zhongliang Liu, Junwei Shu, Changbo Wang, Yang Li

Orthogonal Spatial-temporal Distributional Transfer for 4D Generation

Wei Liu, Shengqiong Wu, Bobo Li, Haoyu Zhao, Hao Fei

DGKAN: Dual-branch Graph Kolmogorov-Arnold Network for Unsupervised Multimodal Change Detection

Tongfei Liu, Jianjian Xu, Tao Lei, Yingbo Wang, Xiaogang Du

Improving Sustainability of Adversarial Examples in Class-Incremental Learning

Taifeng Liu, Xinjing Liu, Liangqiu Dong, Yang Liu, Yilong Yang

EarthCrafter: Scalable 3D Earth Generation via Dual-Sparse Latent Diffusion

Shang Liu, Chenjie Cao, Chaohui Yu, Wen Qian, Jing Wang

DMGINE: Day-Memory Guided Nighttime Image Enhancement for Dynamic Traffic Scenes

Ruizhou Liu, Zhe Wu, Zimo Liu, Qingfang Zheng, Qingming Huang

Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation

Qi Liu, Chenghao Xu, Jiexi Yan, Guangtao Lyu, Erkun Yang

MultiMotion: Multi Subject Video Motion Transfer via Video Diffusion Transformer

Penghui Liu, Jiangshan Wang, Yutong Shen, Shanhui Mo, Chenyang Qi

4DSTR: Advancing Generative 4D Gaussians with Spatial-Temporal Rectification for High-Quality and Consistent 4D Generation

Mengmeng Liu, Jiuming Liu, Yunpeng Zhang, Jiangtao Li, Michael Ying Yang

Accelerating Controllable Generation via Hybrid-grained Cache

Lin Liu, Huixia Ben, Shuo Wang, Jinda Lu, Junxiang Qiu

PriorRG: Prior-Guided Contrastive Pre-training and Coarse-to-Fine Decoding for Chest X-ray Report Generation

Kang Liu, Zhuoqi Ma, Zikang Fang, Yunan Li, Kun Xie

PosterVerse: A Full-Workflow Framework for Commercial-Grade Poster Generation with HTML-Based Scalable Typography

Junle Liu, Peirong Zhang, Yuyi Zhang, Pengyu Yan, Hui Zhou

ReasonAct: Progressive Training for Fine-Grained Video Reasoning in Small Models

Jiaxin Liu, Zhaolu Kang

Generalized Geometry Encoding Volume for Real-time Stereo Matching

Jiaxin Liu, Gangwei Xu, Xianqi Wang, Chengliang Zhang, Xin Yang

SkyMoE: A Vision-Language Foundation Model for Enhancing Geospatial Interpretation with Mixture of Experts

Jiaqi Liu, Ronghao Fu, Lang Sun, Haoran Liu, Xiao Yang

SCo-Cloud: Satellite Constellation Collaboration for Cloud-Aware Onboard-Computed Imaging and Transmission

Jia Liu, Qian Li, Yongqi Li, Cheng Ji, Shangguang Wang

Rethinking Target Label Conditioning in Adversarial Attacks: A 2D Tensor-Guided Generative Approach

Hangyu Liu, Bo Peng, Pengxiang Ding, Donglin Wang

MRT: Learning Compact Representations with Mixed RWKV-Transformer for Extreme Image Compression

Han Liu, Hengyu Man, Xingtao Wang, Wenrui Li, Debin Zhao

PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology

Fengchun Liu, Songhan Jiang, Linghan Cai, Ziyue Wang, yongbing zhang

RAA: Achieving Interactive Remove/Add Anything via Fully Synthetic Data

Delong Liu, Haotian Hou, Zhaohui Hou, Shihao Han, Zhiyuan Huang

Spatial-Spectral Homogeneous Attacks on Physical-World Large Vision-Language Models

Daizong Liu, Baoquan Chen, Wei Hu

Learning to Cluster Rare Cell Types: Implicit Semantic Data Augmentation for Spatial Multi-modal Omics Analysis

Daixian Liu, Hau-Sing So, Haoran Chen, Jiao Li, Shanshan Wang

De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning

Chong Liu, Xun Jiang, Fumin Shen, LEI ZHU, Jingkuan Song

Rethinking Bias in Generative Data Augmentation for Medical AI: A Frequency Recalibration Method

Chi Liu, Jincheng Liu, Congcong Zhu, Minghao Wang, Sheng Shen

RCP-LO: A Relative Coordinate Prediction Framework for Generalizable Deep LiDAR Odometry

Chen Liu, Wen Li, Yongshu Huang, Minghang Zhu, Yuyang Yang

CausalCLIP: Causally-Informed Feature Disentanglement and Filtering for Generalizable Detection of Generated Images

Bo Liu, Qiao Qin, Qinghui He

Pb4U-GNet: Resolution-Adaptive Garment Simulation via Propagation-before-Update Graph Network

Aoran Liu, Kun Hu, Clinton Ansun Mo, Qiuxia Wu, Wenxiong Kang

DenoiseGS: Delta-Based 3D Gaussian Splatting with B-spline Trajectory Optimization for Dynamic Driving Scene Reconstruction

Junjie Linghu, Qiang Ling

CIA: Cluster-Instance Alignment for Unsupervised Day-Night Vehicle Re-Identification

Yongguo Ling, Chen Zhang, Yiming Liu, Wenhao Shao

MoFu: Scale-Aware Modulation and Fourier Fusion for Multi-Subject Video Generation

Run Ling, Ke Cao, Jian Lu, Ao Ma, Haowei Liu

CrossCut: Cross-Patch Aware Interactive Segmentation for Remote Sensing Images

Zheng Lin, Nan Zhou, Yuhan Wang, Bojian Zhang

Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory

Yuxuan Lin, Hanjing Yan, Xuan Tong, Yang Chang, Huanzhen Wang

Frequency-Aligned Cross-Modal Learning with Top-K Wavelet Fusion and Dynamic Expert Routing for Enhanced Retinal Disease Diagnosis

Yuxin Lin, Haoran Li, Haoyu Cao, Yongting Hu, QiHao Xu

S²Teacher: Step-by-step Teacher for Sparsely Annotated Oriented Object Detection

Yu Lin, Jianghang Lin, Kai Ye, You Shen, ShengChuan Zhang

V2VLoc: Robust GNSS-Free Collaborative Perception via LiDAR Localization

Wenkai Lin, Qiming Xia, Wen Li, Xun Huang, Chenglu Wen

SC-Net: Robust Correspondence Learning via Spatial and Cross-Channel Context

Shuyuan Lin, Hailiang Liao, Qiang Qi, Junjie Huang, Taotao Lai

Skeletons Speak Louder than Text: A Motion-Aware Pretraining Paradigm for Video-Based Person Re-Identification

Rifen Lin, Alex Jinpeng Wang, Jiawei Mo, Min Li

Robust Pseudo-Labeling via Decoupled Class-Aware Filtering and Dynamic Category Correction

Jianghang Lin, Yilin Lu, Chaoyang Zhu, Yunhang Shen, ShengChuan Zhang

SAM-DAQ: Segment Anything Model with Depth-guided Adaptive Queries for RGB-D Video Salient Object Detection

Jia Lin, Xiaofei Zhou, Jiyuan Liu, Runmin Cong, Guodao Zhang

DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving

Hongbin Lin, Yiming Yang, Chaoda Zheng, Yifan Zhang, Shuaicheng Niu

Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment

Zhicheng Liao, Dongxu Wu, Zhenshan Shi, Sijie Mai, Hanwei Zhu

Improving Batch Normalization with Test-Time Adaptation for Robust Object Detection in Self-Driving

Dacheng Liao, Mengshi Qi, Liang Liu, Huadong Ma

FloorPlanFormer: Multi-Task Transformer Network for Floor Plan Recognition with Outer-to-Inner Feature Refinement

Yun Liang, Zihao Wu, Run Zheng, Shuai Xie, Bo Hong

IPFormer: Instance Prompt-guided Transformer for Multi-modal Multi-shot Video Understanding

Yujia Liang, Jile Jiao, Xuetao Feng, Xinchen Liu, Kun Liu

FAMDR: Feature-Aligned Multimodal Denoising for Reliable Diagnostic Reconciliation in Medical Imaging

Xun Liang, Zhiying Li, Hongxun Jiang

AlignCVC: Aligning Cross-View Consistency for Single-Image-to-3D Generation

Xinyue Liang, Zhiyuan Ma, Lingchen Sun, Yanjun Guo, Lei Zhang

Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks

Xiaoye Liang, Lai Jiang, Minglang Qiao, Yichen Guo, Yue Zhang

Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs

Xiao Liang, Chenxi Liu, Zhi Ma, Di Wang, Bin Jing

Persistent Autoregressive Mapping with Traffic Rules for Autonomous Driving

Shiyi Liang, Xinyuan Chang, Changjie Wu, Huiyuan Yan, Yifan Bai

Tensor Decomposition and Language Description for Open-Vocabulary Object Detection

Qiuyu Liang, Yongqiang Zhang

Rethinking Surgical Smoke: A Smoke-Type-Aware Laparoscopic Video Desmoking Method and Dataset

Qifan Liang, Junlin Li, Zhen Han, Xihao Wang, Zhongyuan Wang

MM-R1: Unleashing the Power of Unified Multimodal Large Language Models for Personalized Image Generation

Qian Liang, Yujia Wu, Kuncheng Li, Jiwei Wei, Shiyuan He

OTI: A Model-free and Visually Interpretable Measure of Image Attackability

Jiaming Liang, Haowei Liu, Chi-Man Pun

Improved Masked Image Generation with Knowledge-Augmented Token Representations

Guotao Liang, Baoquan Zhang, Zhiyuan Wen, Zihao Han, Yunming Ye

Multi-Agent Undercover Gaming: Hallucination Removal Through Counterfactual Test for Multimodal Reasoning

Dayong Liang, Xiao-Yong Wei, Changmeng Zheng

DW-DGAT: Dynamically Weighted Dual Graph Attention Network for Neurodegenerative Disease Diagnosis

Chengjia Liang, Zhenjiong Wang, Chao Chen, Ruizhi Zhang, Songxi Liang

MoSs: Mixture of Scales for Efficient High-Resolution Autoregressive Image Generation

Yaoxiu Lian, Hao Liang, Zhihong Gou, Yijia Zhang, Jiaming Xu

Diffusion-Based Contextual Reconstruction for Point Cloud Segmentation with Limited Annotations

Jiawei Lian, Zhengxue Wang, Wentao Qu, Haobo Jiang, Le Hui

Object-Centric Framework for Video Moment Retrieval

Zongyao Li, Yongkang Wong, Satoshi Yamazaki, Jianquan Liu, Mohan Kankanhalli

HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval

Zixu Li, Yupeng Hu, Zhiwei Chen, Shiqi Zhang, Qinlei Huang

DTTNet: Improving Video Shadow Detection via Dark-Aware Guidance and Tokenized Temporal Modeling

Zhicheng Li, Kunyang Sun, Rui Yao, Hancheng Zhu, Fuyuan Hu

FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation

Zhenghua Li, Hang Chen, Zihao Sun, Kai Li, Xiaolin Hu

Composition-Incremental Learning for Compositional Generalization

Zhen Li, Yuwei Wu, Chenchen Jing, Che Sun, Chuanhao Li

Mono3DVG-EnSD: Enhanced Spatial-aware and Dimension-decoupled Text Encoding for Monocular 3D Visual Grounding

Yuzhen Li, Min Liu, Zhaoyang Li, Yuan Bian, Xueping Wang

SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection

Yuxuan Li, Xiang Li, Yunheng Li, Yicheng Zhang, Yimian Dai

Drive-R1: Bridging Reasoning and Planning in VLMs for Autonomous Driving with Reinforcement Learning

Yue Li, Meng Tian, Dechang Zhu, Jiangtong Zhu, Zhenyu Lin

TechCoach: Towards Technical-Point-Aware Descriptive Action Coaching

Yuan-Ming Li, An-Lan Wang, Ling-An Zeng, Kun-Yu Lin, Yu-Ming Tang

Dual-Phase Visual-Language Pretraining and Adaptation for Long-Tailed Multi-Label Recognition

Yongcheng Li, Xuekuan Wang, Zhifei Zhang, Cairong Zhao

Temporal Inconsistency Guidance for Super-resolution Video Quality Assessment

Yixiao Li, Xiaoyuan Yang, Weide Liu, Xin Jin, Xu Jia

TIM++: Transductive Information Maximization for Few-Shot CLIP

Yingping Li, Yutong Zou, Yunshi Huang, Changzhe Jiao, Xinlin Wang

RegionRAG: Region-level Retrieval-Augmented Generation for Visual Document Understanding

Yinglu Li, Zhiying Lu, Zhihang Liu, Yiwei Sun, Chuanbin Liu

DAPointMamba: Domain Adaptive Point Mamba for Point Cloud Completion

Yinghui Li, Qianyu Zhou, Di Shao, Hao Yang, Ye Zhu

ManipDreamer3D: Synthesizing Plausible Robotic Manipulation Video with Occupancy-aware 3D Trajectory

Ying Li, Xiaobao Wei, Xiaowei Chi, Yuming Li, Zhongyu Zhao

Analyzing and Mitigating Object Hallucination: A Training Bias Perspective

Yifan Li, Kun Zhou, Xin Zhao, Lei Fang, Jirong Wen

SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model

Yaoqian Li, Xikai Yang, Dunyuan Xu, Yang Yu, Litao Zhao

CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning

Yanshu Li, Jianjiang Yang, Zhennan Shen, Ligong Han, Haoyan Xu

Make LVLMs Focus: Context-Aware Attention Modulation for Better Multimodal In-Context Learning

Yanshu Li, Jianjiang Yang, Ziteng Yang, Bozheng Li, Ligong Han

From Scene to Object: Enhancing Open-Vocabulary Object Detection via Foreground-Background Context Reasoning

Yanqi Li, Jianwei Niu, Ningbo Gu, Tao Ren

EgoCross: Benchmarking Multimodal Large Language Models for Cross-Domain Egocentric Video Question Answering

Yanjun Li, Yuqian Fu, Tianwen Qian, Qi'Ao Xu, Silong Dai

IAD-R1: Reinforcing Consistent Reasoning in Industrial Anomaly Detection

Yanhui Li, Yunkang Cao, Chengliang Liu, Yuan Xiong, Xinghui Dong

Not All Distortions Are Created Equal: Distortion-Selective Domain Adaptation for Point Cloud Quality Assessment

Yangwei Li, Xiaochuan Wang, Xin Shang, Haisheng Li

HiFi-Mesh: High-Fidelity Efficient 3D Mesh Generation via Compact Autoregressive Dependence

Yanfeng Li, Tao Tan, Qinquan Gao, Zhiwen Cao, Xiaohong Liu

Active3D: Active High-Fidelity 3D Reconstruction via Multi-Level Uncertainty Quantification

Yan Li, Yingzhao Li, Gim Hee Lee

RiemanLine: Riemannian Manifold Representation of 3D Lines for Factor Graph Optimization

Yan Li, Ze Yang, Keisuke Tateno, Federico Tombari, Liang Zhao

Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing

Xuyang Li, Chenyu Li, Danfeng Hong

CausalStep: A Benchmark for Explicit Stepwise Causal Reasoning in Videos

Xuchen Li, Xuzhao Li, Shiyu Hu, Kaiqi Huang, Wentao Zhang

Text-Guided Channel Perturbation and Pre-Trained Knowledge Integration for Unified Multi-Modality Image Fusion

Xilai Li, Xiaosong Li, Weijun Jiang

Rethinking the Spatio-Temporal Alignment of End-to-End 3D Perception

Xiaoyu Li, Peidong Li, Xian Wu, Long Shi, Dedong Liu

Multi-Level Blur-Aware Stable Diffusion for Region-Adaptive Defocus Deblurring

Xiaopan Li, Yi Jiang, Shiqian Wu, Shoulie Xie, Sos Agaian

HDRMovieformer: A Transformer Framework and Benchmark for Cinematic SDR-to-HDR Conversion

Xianwei Li, Huiyuan Fu, Chuanming Wang, Huadong Ma

TCoT: Trajectory Chain-of-Thoughts for Robotic Manipulation with Failure Recovery in Vision-Language-Action Model

Xiang Li, Ya-Li Li, Yuan Wang, Huaqiang Wang, Shengjin Wang