AAAI 2025

3,486 papers

GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data

Rui Deng, Ziqi Li, Mingshu Wang

Augmenting Sequential Recommendation with Balanced Relevance and Diversity

Yizhou Dang, Jiahui Zhang, Yuting Liu, Enneng Yang, Yuliang Liang

Unsupervised Anomaly Detection for Tabular Data Using Deep Noise Evaluation

Wei Dai, Kai Hwang, Jicong Fan

ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect

Seoyoung Cho, Jaesung Hwang, Kwan-Young Bak, Dongha Kim

No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods

Zhengxing Cheng, Yuheng Huang, Zhixuan Zhang, Dan Ou, Qingwen Liu

In-context Prompt-augmented Micro-video Popularity Prediction

Zhangtao Cheng, Jiao Li, Jian Lang, Ting Zhong, Fan Zhou

Descriptive and Discriminative Document Identifiers for Generative Retrieval

Jiehan Cheng, Zhicheng Dou, Yutao Zhu, Xiaoxi Li

POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning

Jiawei Cheng, Jingyuan Wang, Yichuan Zhang, Jiahao Ji, Yuanshao Zhu

Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling

Yuxin Chen, Fangru Lin, Jingyi Huo, Hui Yan

DHMoE: Diffusion Generated Hierarchical Multi-Granular Expertise for Stock Prediction

Weijun Chen, Yanze Wang

LLM-DR: A Novel LLM-Aided Diffusion Model for Rule Generation on Temporal Knowledge Graphs

Kai Chen, XIN SONG, Ye Wang, Liqun Gao, Aiping Li

Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning

Jiajie Chen, Yu Sang, Peng-Fei Zhang, Jiaan Wang, Jianfeng Qu

Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting

Lingxiao Cao, Bin Wang, Guiyuan Jiang, Yanwei Yu, Junyu Dong

Cross-modal Multi-task Learning for Multimedia Event Extraction

Jianwei Cao, Yanli Hu, Zhen Tan, Xiang Zhao

CUGF: A Reliable and Fair Recommendation Framework

Nitin Bisht, Xiuwen Gong, Guandong Xu

Alleviating Performance Disparity in Adversarial Spatiotemporal Graph Learning Under Zero-Inflated Distribution

Songran Bai, Yuheng Ji, Yue Liu, Xingwei Zhang, Xiaolong Zheng

GeoPro-Net: Learning Interpretable Spatiotemporal Prediction Models Through Statistically-Guided Geo-Prototyping

Bang An, Xun Zhou, Zirui Zhou, Ronilo Ragodos, Zenglin Xu

Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum

Wei Ai, Fuchen Zhang, Yuntao Shou, Tao Meng, Haowen Chen

Motif-aware Graph Neural Networks for Networked Time Series Imputation

Nourhan Ahmed, Vijaya Krishna Yalavarthi, Lars Schmidt-Thieme

Towards Projected and Incremental Pseudo-Boolean Model Counting

Suwei Yang, Kuldeep S. Meel

Prediction-Based Adaptive Variable Ordering Heuristics for Constraint Satisfaction Problems

Jitao Xu, Yaling Wu, Hongbo Li, Minghao Yin

On the Modelling of Constraints with Tractable Logical Operators

Ruiwei Wang, Roland H. C. Yap

Solving Higher-Order Quantified Boolean Satisfiability via Higher-Order Model Checking

Hiroshi Unno, Takeshi Tsukada, Jie-Hong Roland Jiang

Generalizing Constraint Models in Constraint Acquisition

Dimos Tsouros, Senne Berden, Steven Prestwich, Tias Guns

Scalable Quantum-Inspired Optimization Through Dynamic Qubit Compression

Co Tran, Quoc-Bao Tran, Hy Truong Son, Thang N Dinh

Decomposed Quadratization: Efficient QUBO Formulation for Learning Bayesian Network

Yuta Shikuri

Computationally Hard Problems Are Hard for QBF Proof Systems Too

Agnes Schleitzer, Olaf Beyersdorff

The Impact of Literal Sorting on Cardinality Constraint Encodings

Joseph E. Reeves, João Filipe, Min-Chien Hsu, Ruben Martins, Marijn J. H. Heule

Towards Real-Time Approximate Counting

Yash Pote, Kuldeep S. Meel, Jiong Yang

Certifying Bounds Propagation for Integer Multiplication Constraints

Matthew J. McIlree, Ciaran McCreesh

Search Strategy Generation for Branch and Bound Using Genetic Programming

Gwen Maudet, Grégoire Danoy

DiverSAT: A Novel and Effective Local Search Algorithm for Diverse SAT Problem

Jiaxin Liang, Junping Zhou, Minghao Yin

Online Prompt Selection for Program Synthesis

Yixuan Li, Lewis Frampton, Federico Mora, Elizabeth Polgreen

Improving the Lower Bound in Branch-and-Bound Algorithms for MaxSAT

Shuolin Li, Chu-Min Li, Jordi Coll, Djamal Habet, Felip Manyà

DCC: Differentiable Cardinality Constraints for Partial Index Tracking

Wooyeon Jo, Hyunsouk Cho

A Complete Algorithm for Optimization Modulo Nonlinear Real Arithmetic

Fuqi Jia, Yuhang Dong, Rui Han, Pei Huang, Minghao Liu

Breaking Symmetries in Quantified Graph Search: A Comparative Study

Mikoláš Janota, Markus Kirchweger, Tomáš Peitl, Stefan Szeider

FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program

Yi-Xiang Hu, Feng Wu, Shaoang Li, Yifang Zhao, Xiang-Yang Li

Parameterized Complexity of Caching in Networks

Robert Ganian, Fionn Mc Inerney, Dimitra Tsigkari

Langevin Multiplicative Weights Update with Applications in Polynomial Portfolio Management

Yi Feng, Xiao Wang, Tian Xie

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch

Shengyu Feng, Yiming Yang

Decentralized Projected Riemannian Stochastic Recursive Momentum Method for Nonconvex Optimization

Kangkang Deng, Jiang Hu

Complete Symmetry Breaking for Finite Models

Marek Dančo, Mikoláš Janota, Michael Codish, João Jorge Araújo

Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-Identification

Wenbo Dai, Lijing Lu, zhihang li

Proof Simulation via Round-based Strategy Extraction for QBF

Leroy Chew

GPU-Accelerated Parallel Bilevel Optimization for Roubst 6G ISAC

Xingdi Chen, Kai Yang

Quantified Linear and Polynomial Arithmetic Satisfiability via Template-based Skolemization

Krishnendu Chatterjee, Ehsan Kafshdar Goharshady, Mehrdad Karrabi, Harshit J Motwani, Maximilian Seeliger

Linear Equations with Min and Max Operators: Computational Complexity

Krishnendu Chatterjee, Ruichen Luo, Raimundo Saona, Jakub Svoboda

Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUs

Yunuo Cen, Zhiwei Zhang, Xuanyao Fong

Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound

Cătălin E. Brița, Jacobus G. M. van der Linden, Emir Demirović

Exploiting Symmetries in MUS Computation

Ignace Bleukx, Hélène Verhaeghe, Bart Bogaerts, Tias Guns

Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning

Swann Bessa, Darius Dabert, Max Bourgeat, Louis-Martin Rousseau, Quentin Cappart

Cirbo: A New Tool for Boolean Circuit Analysis and Synthesis

Daniil Averkov, Tatiana Belova, Gregory Emdin, Mikhail Goncharov, Viktoriia Krivogornitsyna

L-Man: A Large Multi-modal Model Unifying Human-centric Tasks

Jialong Zuo, Ying Nie, Tianyu Guo, Huaxin Zhang, Jiahao Hong

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction

Pufan Zou, Shijia Zhao, Weijie Huang, Qiming Xia, Chenglu Wen

RhythmMamba: Fast, Lightweight, and Accurate Remote Physiological Measurement

Bochao Zou, Zizheng Guo, Xiaocheng Hu, Huimin Ma

CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility

Bojia Zi, Shihao Zhao, Xianbiao Qi, Jianan Wang, Yukai Shi

Dynamic Entity-Masked Graph Diffusion Model for Histopathology Image Representation Learning

Zhenfeng Zhuang, Min Cen, Yanfeng Li, Fangyu Zhou, Lequan Yu

ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming

Jiedong Zhuang, Lu Lu, Ming Dai, Rui Hu, Jian Chen

MUC: Mixture of Uncalibrated Cameras for Robust 3D Human Body Reconstruction

Yitao Zhu, Sheng wang, Mengjie Xu, Zixu Zhuang, Zhixin Wang

Exploring Task-Level Optimal Prompts for Visual In-Context Learning

Yan Zhu, Huan Ma, Changqing Zhang

Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization

Xuekang Zhu, Xiaochen Ma, Lei Su, Zhuohang Jiang, Bo Du

DreaMark: Rooting Watermark in Score Distillation Sampling Generated Neural Radiance Fields

Xingyu Zhu, Xiapu Luo, Xuetao Wei

Mesh Watermark Removal Attack and Mitigation: A Novel Perspective of Function Space

Xingyu Zhu, Guanhui Ye, Chengdong Dong, Xiapu Luo, Shiyao Zhang

Thin-Plate Spline-based Interpolation for Animation Line Inbetweening

Tianyi Zhu, Wei Shang, Dongwei Ren

A Comprehensive Overhaul of Multimodal Assistant with Small Language Models

Minjie Zhu, Yichen Zhu, Ning Liu, Xin Liu, Zhiyuan Xu

Large Images Are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting

Lingting Zhu, Guying Lin, Jinnan Chen, Xinjie Zhang, Zhenchao Jin

A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization

Jiaying Zhu, Dong Li, Xueyang Fu, Gege Shi, Jie Xiao

Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking

Jiawen Zhu, Huayi Tang, Xin Chen, Xinying Wang, Dong Wang

TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition

Jianhua Zhu, Wenqi Zhao, Yu Li, Xingjian Hu, Liangcai Gao

Optimizing Label Assignment for Weakly Supervised Person Search

Haiyang Zhu, Xi Yang, Nannan Wang

Adaptive Prototype Replay for Class Incremental Semantic Segmentation

Guilin Zhu, Dongyue Wu, Changxin Gao, Runmin Wang, Weidong Yang

MultiBooth: Towards Generating All Your Concepts in an Image from Text

Chenyang Zhu, Kai Li, Yue Ma, Chunming He, Xiu Li

GoHD: Gaze-oriented and Highly Disentangled Portrait Animation with Rhythmic Poses and Realistic Expressions

Ziqi Zhou, Weize Quan, Hailin Shi, Wei Li, Lili Wang

Dense Audio-Visual Event Localization Under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration

Ziheng Zhou, Jinxing Zhou, Wei Qian, Shengeng Tang, Xiaojun Chang

An Exemplar-based Framework for Chinese Text Recognition

Zhao Zhou, Xiangcheng Du, Yingbin Zheng, Xingjiao Wu, Cheng Jin

Expanding the Scope of Negatives: Boosting Image-Text Matching with Negatives Distribution Guided Learning

Zhao Zhou, Weizhong Zhang, Xiangcheng Du, Yingbin Zheng, Cheng Jin

Achieving Ensemble-Like Performance in a Single Model: A Feature Diversification Framework for Image-Text Matching

Zhao Zhou, Yiqun Wang, Weizhong Zhang, Yingbin Zheng, Xiangcheng Du

Improving Generalization of Deep Neural Networks by Optimum Shifting

Yuyan Zhou, Ye Li, Lei Feng, Sheng-jun Huang

Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration

Yunshuai Zhou, Junbo Qiao, Jincheng Liao, Wei Li, Simiao Li

Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization

Xingzhi Zhou, Zhiliang Tian, Boyang Zhang, Yibo Zhang, Ka Chun Cheung

3DMambaIPF: A State Space Model for Iterative Point Cloud Filtering via Differentiable Rendering

Qingyuan Zhou, Weidong Yang, Ben Fei, Jingyi Xu, Rui Zhang

Spatiotemporal-Aware Neural Fields for Dynamic CT Reconstruction

Qingyang Zhou, Yunfan Ye, Zhiping Cai

Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement

Nuoyan Zhou, Dawei Zhou, Decheng Liu, Nannan Wang, Xinbo Gao

GLIC: General Format Learned Image Compression

MingSheng Zhou, MingMing Kong

SceneX: Procedural Controllable Large-Scale Scene Generation

Mengqi Zhou, Yuxi Wang, Jun Hou, Shougao Zhang, Yiwei Li

All-in-One: Transferring Vision Foundation Models into Stereo Matching

Jingyi Zhou, Haoyu Zhang, Jiakang Yuan, Peng Ye, Tao Chen

GaussianPainter: Painting Point Cloud into 3D Gaussians with Normal Guidance

Jingqiu Zhou, Lue Fan, Xuesong Chen, Linjiang Huang, Si Liu

Joint Class-level and Instance-level Relationship Modeling for Novel Class Discovery

Jiaying Zhou, Qingchao Chen

Core-to-Global Reasoning for Compositional Visual Question Answering

Hao Zhou, Tingjin Luo, Zhangqi Jiang

Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model

Hang Zhou, Jiale Cai, YuTeng Ye, Yonghui Feng, Chenxing Gao

Low-Light Image Enhancement via Generative Perceptual Priors

Han Zhou, Wei Dong, Xiaohong Liu, Yulun Zhang, Guangtao Zhai

TrackGo: A Flexible and Efficient Method for Controllable Video Generation

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

Position-Aware Guided Point Cloud Completion with CLIP Model

Feng Zhou, Qi Zhang, Ju Dai, Lei Li, Qing Fan

Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression

Chuqin Zhou, Guo Lu, Jiangchuan Li, Xiangyu Chen, Zhengxue Cheng

Polarization Guided Mask-Free Shadow Removal

Chu Zhou, Chao Xu, Boxin Shi

UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios

Baichuan Zhou, Haote Yang, Dairong Chen, Junyan Ye, Tianyi Bai

SlerpFace: Face Template Protection via Spherical Linear Interpolation

Zhizhou Zhong, Yuxi Mi, Yuge Huang, Jianqing Xu, Guodong Mu

PointCFormer: A Relation-Based Progressive Feature Extraction Network for Point Cloud Completion

Yi Zhong, Weize Quan, Dong-Ming Yan, Jie Jiang, Yingmei Wei

VIoTGPT: Learning to Schedule Vision Tools Towards Intelligent Video Internet of Things

Yaoyao Zhong, Mengshi Qi, Rui Wang, Yuhan Qiu, Yang Zhang