Most Cited AAAI "neural tangent kernel" Papers

Contradicted in Reliable, Replicated in Unreliable: Dual-Source Reference for Fake News Early Detection

Yifan Feng, Weimin Li, Yue Wang et al.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints

Ziqi Sheng, Wei Lu, Xiangyang Luo et al.

FaceRSA: RSA-Aware Facial Identity Cryptography Framework

Zhongyi Zhang, Tianyi Wei, Wenbo Zhou et al.

Zero-resource Hallucination Detection for Text Generation via Graph-based Contextual Knowledge Triples Modeling

Xinyue Fang, Zhen Huang, Zhiliang Tian et al.

Augmenting Sequential Recommendation with Balanced Relevance and Diversity

Yizhou Dang, Jiahui Zhang, Yuting Liu et al.

Partial Label Learning with a Partner

Chongjie Si, Zekun Jiang, Xuehui Wang et al.

Formal Logic Enabled Personalized Federated Learning through Property Inference

Ziyan An, Taylor Johnson, Meiyi Ma

Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment

Yang Liu, Mengyuan Liu, Shudong Huang et al.

RRL: Recommendation Reverse Learning

Xiaoyu You, Jianwei Xu, Mi Zhang et al.

Linear-Time Verification of Data-Aware Processes Modulo Theories via Covers and Automata

Alessandro Gianola, Marco Montali, Sarah Winkler

DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts

Zheng-Peng Duan, Jiawei Zhang, Zheng Lin et al.

Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow

Jiaqi Bai, Hongcheng Guo, Zhongyuan Peng et al.

MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues

Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel et al.

Finding Interpretable Class-Specific Patterns through Efficient Neural Search

Nils Philipp Walter, Jonas Fischer, Jilles Vreeken

Complexity of Credulous and Skeptical Acceptance in Epistemic Argumentation Framework

Gianvincenzo Alfano, Sergio Greco, Francesco Parisi et al.

Bridging Training and Execution via Dynamic Directed Graph-Based Communication in Cooperative Multi-Agent Systems

Zhuohui Zhang, Bin He, Bin Cheng et al.

Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUs

Yunuo Cen, Zhiwei Zhang, Xuanyao Fong

Task-Free Dynamic Sparse Vision Transformer for Continual Learning

Fei Ye, Adrian Bors

CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness

Shoucheng Song, Youfang Lin, Sheng Han et al.

LNS2+RL: Combining Multi-agent Reinforcement Learning with Large Neighborhood Search in Multi-agent Path Finding

Yutong Wang, Tanishq Duhan, Jiaoyang Li et al.

Self-Prompt Mechanism for Few-Shot Image Recognition

Mingchen Song, Huiqiang Wang, Guoqiang Zhong

REVECA: Adaptive Planning and Trajectory-Based Validation in Cooperative Language Agents Using Information Relevance and Relative Proximity

SeungWon Seo, SeongRae Noh, Junhyeok Lee et al.

Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration

Yanbo Ding, Shaobin Zhuang, Kunchang Li et al.

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

Yitao Zhu, Sheng Wang, Mengjie Xu et al.

Pano-NeRF: Synthesizing High Dynamic Range Novel Views with Geometry from Sparse Low Dynamic Range Panoramic Images

Zhan Lu, Qian Zheng, Boxin Shi et al.

Thompson Sampling for Real-Valued Combinatorial Pure Exploration of Multi-Armed Bandit

Shintaro Nakamura, Masashi Sugiyama

Making Large Vision Language Models to Be Good Few-Shot Learners

Fan Liu, Wenwen Cai, Jian Huo et al.

All You Need in Knowledge Distillation Is a Tailored Coordinate System

Junjie Zhou, Ke Zhu, Jianxin Wu

SimCS: Simulation for Domain Incremental Online Continual Segmentation

Motasem Alfarra, Zhipeng Cai, Adel Bibi et al.

Double-Descent Curves in Neural Networks: A New Perspective Using Gaussian Processes

Ouns El Harzli, Bernardo Cuenca Grau, Guillermo Valle Perez et al.

Procedural Level Generation with Diffusion Models from a Single Example

Shiqi Dai, Xuanyu Zhu, Naiqi Li et al.

Video Frame Prediction from a Single Image and Events

Juanjuan Zhu, Zhexiong Wan, Yuchao Dai

LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer

Yuxin Cao, Ziyu Zhao, Xi Xiao et al.

Spatial Voting with Incomplete Voter Information

Aviram Imber, Jonas Israel, Markus Brill et al.

MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights

Jingjing Hu, Dan Guo, Zhan Si et al.

DSD$^2$: Can We Dodge Sparse Double Descent and Compress the Neural Network Worry-Free?

Victor Quetu, Enzo Tartaglione

Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization

Yechao Zhang, Yingzhe Xu, Junyu Shi et al.

Category Prompt Mamba Network for Nuclei Segmentation and Classification

Ye Zhang, Zijie Fang, Yifeng Wang et al.

Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues

Yan Zhang, Gangyan Zeng, Huawen Shen et al.

Beyond Spatial Domain: Cross-domain Promoted Fourier Convolution Helps Single Image Dehazing

Xiaozhe Zhang, Haidong Ding, Fengying Xie et al.

Pamba: Enhancing Global Interaction in Point Clouds via State Space Model

Zhuoyuan Li, Yubo Ai, Jiahao Lu et al.

MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading

Wenhao Zhang, Jun Wang, Yong Luo et al.

RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection

Yiheng Li, Yang Yang, Zhen Lei

Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing

Lyudong Jin, Ming Tang, Meng Zhang et al.

Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation

Junwei Zhang, Ruifang He, Fengyu Guo et al.

Bridge 2D-3D: Uncertainty-aware Hierarchical Registration Network with Domain Alignment

Zhixin Cheng, Jiacheng Deng, Xinjun Li et al.

Transferable Adversarial Face Attack with Text Controlled Attribute

Wenyun Li, Zheng Zhang, Xiangyuan Lan et al.

StoryWeaver: A Unified World Model for Knowledge-Enhanced Story Character Customization

Jinlu Zhang, Jiji Tang, Rongsheng Zhang et al.

Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models

Guosheng Zhang, Keyao Wang, Haixiao Yue et al.

GLAD: Improving Latent Graph Generative Modeling with Simple Quantization

Van Khoa Nguyen, Yoann Boget, Frantzeska Lavda et al.

Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains

Yimu Wang, Yihan Wu, Hongyang Zhang

Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning

Rashmeet Kaur Nayyar, Siddharth Srivastava

Constrained Generative Modeling with Manually Bridged Diffusion Models

Saeid Naderiparizi, Xiaoxuan Liang, Berend Zwartsenberg et al.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression

Kai Yao, Zhaorui Tan, Tiandi Ye et al.

MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse

Zijian Tao, Shao-Yuan Li, Wenhai Wan et al.

Attacking Transformers with Feature Diversity Adversarial Perturbation

Chenxing Gao, Hang Zhou, Junqing Yu et al.

TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training

Chaoya Jiang, Wei Ye, Haiyang Xu et al.

A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction

Wenshuo Chao, Zhaopeng Qiu, Likang Wu et al.

Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation

Ziyang Chen, Yiwen Ye, Yongsheng Pan et al.

REGNav: Room Expert Guided Image-Goal Navigation

Pengna Li, Kangyi Wu, Jingwen Fu et al.

Witty: An Efficient Solver for Computing Minimum-Size Decision Trees

Luca Pascal Staus, Christian Komusiewicz, Frank Sommer et al.

TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients

Mengdi Wang, Anna Bodonhelyi, Efe Bozkir et al.

Multi-view Granular-ball Contrastive Clustering

Peng Su, Shudong Huang, Weihong Ma et al.

Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting

Qi ZHANG, Yunfei Gong, Daijie Chen et al.

Difficulty-aware Balancing Margin Loss for Long-tailed Recognition

Minseok Son, Inyong Koo, Jinyoung Park et al.

Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations

Yejin Jeon, Yunsu Kim, Gary Geunbae Lee

Robustness-Guided Image Synthesis for Data-Free Quantization

Jianhong Bai, Yuchen Yang, Huanpeng Chu et al.

A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations

Sascha Saralajew, Ashish Rana, Thomas Villmann et al.

Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data

Shuvendu Roy, Ali Etemad

External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection

Biwei Cao, Qihang Wu, Jiuxin Cao et al.

TransGOP: Transformer-Based Gaze Object Prediction

Binglu Wang, Chenxi Guo, Yang Jin et al.

FedPIA – Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning

Pramit Saha, Divyanshu Mishra, Felix Wagner et al.

Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty Consideration

Zhihao Wang, Yulin Zhou, Ningyu Zhang et al.

On Corruption-Robustness in Performative Reinforcement Learning

Vasilis Pollatos, Debmalya Mandal, Goran Radanovic

Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning

Yiming Yang, Yueru Luo, Bingkun He et al.

Qsco: A Quantum Scoring Module for Open-Set Supervised Anomaly Detection

Yifeng Peng, Xinyi Li, Zhiding Liang et al.

Population Aware Diffusion for Time Series Generation

Yang Li, Han Meng, Zhenyu Bi et al.

Federated Unsupervised Domain Generalization Using Global and Local Alignment of Gradients

Farhad Pourpanah, Mahdiyar Molahasani, Milad Soltany et al.

Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges

Meixia He, Peican Zhu, Keke Tang et al.

Self-Prompting Analogical Reasoning for UAV Object Detection

Nianxin Li, Mao Ye, Lihua Zhou et al.

Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution

Jiarui Yang, Tao Dai, Yufei Zhu et al.

Dynamic Budget Throttling in Repeated Second-Price Auctions

Zhaohua Chen, Chang Wang, Qian Wang et al.

AoP-SAM: Automation of Prompts for Efficient Segmentation

Yi Chen, Muyoung Son, Chuanbo Hua et al.

Long-Tailed Learning as Multi-Objective Optimization

Weiqi Li, Fan Lyu, Fanhua Shang et al.

RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy

Geonho Lee, Janghwan Lee, Sukjin Hong et al.

p-Mean Regret for Stochastic Bandits

Anand Krishna, Philips George John, Adarsh Barik et al.

SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness

Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha et al.

WikiSQE: A Large-Scale Dataset for Sentence Quality Estimation in Wikipedia

Kenichiro Ando, S. Sekine, Mamoru Komachi

Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning

Jiaan Wang, JIanfeng Qu, Kexin Wang et al.

HyperEditor: Achieving Both Authenticity and Cross-Domain Capability in Image Editing via Hypernetworks

Hai Zhang, Chunwei Wu, Guitao Cao et al.

Generalisation through Negation and Predicate Invention

David M. Cerna, Andrew Cropper

Color Transfer with Modulated Flows

Maria Larchenko, Alexander Lobashev, Dmitry Guskov et al.

Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation

Di Mi, Yanjun Zhang, Leo yu Zhang et al.

CLIP-driven View-aware Prompt Learning for Unsupervised Vehicle Re-identification

Jiyang Xu, Qi Wang, Xin Xiong et al.

Watch Your Head: Assembling Projection Heads to Save the Reliability of Federated Models

Authors: Jinqian Chen, Jihua Zhu, Qinghai Zheng et al.

Meta-Learning-Based Adaptive Stability Certificates for Dynamical Systems

Authors: Amit Jena, Dileep Kalathil, Le Xie

PointTalk: Audio-Driven Dynamic Lip Point Cloud for 3D Gaussian-based Talking Head Synthesis

Yifan Xie, Tao Feng, Xin Zhang et al.

Multi-View Collaborative Learning Network for Speech Deepfake Detection

Kuiyuan Zhang, Zhongyun Hua, Rushi Lan et al.

GSDiff: Synthesizing Vector Floorplans via Geometry-enhanced Structural Graph Generation

Sizhe Hu, Wenming Wu, Yuntao Wang et al.

PMAC: Personalized Multi-Agent Communication

Xiangrui Meng, Ying Tan

Spot the Error: Non-autoregressive Graphic Layout Generation with Wireframe Locator

Jieru Lin, Danqing Huang, Tiejun Zhao et al.

Progressive Text-to-Image Diffusion with Soft Latent Direction

YuTeng Ye, Jiale Cai, Hang Zhou et al.

Recognizing Ultra-High-Speed Moving Objects with Bio-Inspired Spike Camera

Junwei Zhao, Shiliang Zhang, Zhaofei Yu et al.

mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design

Honggen Zhang, Xiangrui Gao, June Zhang et al.

Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection

Pingting Hao, Kunpeng Liu, Wanfu Gao

RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning

Haorong Han, Jidong Yuan, Chixuan Wei et al.

Diffusion Model Patching via Mixture-of-Prompts

Seokil Ham, Sangmin Woo, Jin-Young Kim et al.

Sparis: Neural Implicit Surface Reconstruction of Indoor Scenes from Sparse Views

Yulun Wu, Han Huang, Wenyuan Zhang et al.

Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark

Yongliang Wu, Wenbo Zhu, Jiawang Cao et al.

C2PD: Continuity-Constrained Pixelwise Deformation for Guided Depth Super-Resolution

Jiahui Kang, Qing Cai, Runqing Tan et al.

Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems

Zhiguang Yang, Liufang Sang, Haoran Wang et al.

Asymmetric Reinforcing Against Multi-Modal Representation Bias

Xiyuan Gao, Bing Cao, Pengfei Zhu et al.

Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach

Hang Gao, Chenhao Zhang, Fengge Wu et al.

HYGENE: A Diffusion-Based Hypergraph Generation Method

Dorian Gailhard, Enzo Tartaglione, Lirida Naviner et al.

Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning

Xingbo Fu, Zihan Chen, Yinhan He et al.

ERL-TD: Evolutionary Reinforcement Learning Enhanced with Truncated Variance and Distillation Mutation

Qiuzhen Lin, Yangfan Chen, Lijia Ma et al.

Structured IB: Improving Information Bottleneck with Structured Feature Learning

Hanzhe Yang, Youlong Wu, Dingzhu Wen et al.

HeterGP: Bridging Heterogeneity in Graph Neural Networks with Multi-View Prompting

Fengyu Yan, Xiaobao Wang, Dongxiao He et al.

VA-AR: Learning Velocity-Aware Action Representations with Mixture of Window Attention

Jiangning Wei, Lixiong Qin, Bo Yu et al.

Deep Generative Model for Mechanical System Configuration Design

Yasaman Etesam, Hyunmin Cheong, Mohammadmehdi Ataei et al.

OAC: Output-adaptive Calibration for Accurate Post-training Quantization

Ali Edalati, Alireza Ghaffari, Mahsa Ghazvini Nejad et al.

Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation

Haipeng Chen, Sifan Wu, Zhigang Wang et al.

Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization

Liang Du, Henghui Jiang, Xiaodong Li et al.

Rebalancing Multi-Label Class-Incremental Learning

Kaile Du, Yifan Zhou, Fan Lyu et al.

Precision-Enhanced Human-Object Contact Detection via Depth-Aware Perspective Interaction and Object Texture Restoration

Yuxiao Wang, Wenpeng Neng, Zhenao Wei et al.

ContactGen: Contact-Guided Interactive 3D Human Generation for Partners

Dongjun Gu, Jaehyeok Shim, Jaehoon Jang et al.

Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing

Hanfei Yu, Jian Li, Yang Hua et al.

Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning

Yanwen Ba, Xuan Liu, Xinning Chen et al.

Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization

Jiaxin Deng, Junbiao Pang, Baochang Zhang et al.

Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications

Yutong Xia, Runpeng Yu, Yuxuan Liang et al.

Building Variable-Sized Models via Learngene Pool

Boyu Shi, Shiyu Xia, Xu Yang et al.

PixelMan: Consistent Object Editing with Diffusion Models via Pixel Manipulation and Generation

Liyao Jiang, Negar Hassanpour, Mohammad Salameh et al.

GradQ-ViT: Robust and Efficient Gradient Quantization for Vision Transformers

Dahun Choi, Hyun Kim

Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification

Xiaojun Xue, Chunxia Zhang, Tianxiang Xu et al.

Anchor Learning with Potential Cluster Constraints for Multi-view Clustering

Yawei Chen, Huibing Wang, Jinjia Peng et al.

TIV-Diffusion: Towards Object-Centric Movement for Text-driven Image to Video Generation

Xingrui Wang, Xin Li, Yaosi Hu et al.

TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection

Jiankang Chen, Tong Zhang, Wei-shi Zheng et al.

Structured Probabilistic Coding

Dou Hu, Lingwei Wei, Yaxin Liu et al.

Linear-Time Algorithms for Front-Door Adjustment in Causal Graphs

Marcel Wienöbst, Benito van der Zander, Maciej Liskiewicz

Revisiting Projection-Free Online Learning with Time-Varying Constraints

Yibo Wang, Yuanyu Wan, Lijun Zhang

A Thorough Comparison Between Independent Cascade and Susceptible-Infected-Recovered Models

Panfeng Liu, Guoliang Qiu, Biaoshuai Tao et al.

DesignEdit: Unify Spatial-Aware Image Editing via Training-free Inpainting with a Multi-Layered Latent Diffusion Framework

Yueru Jia, Aosong Cheng, Yuhui Yuan et al.

Cluster Based Heterogeneous Federated Foundation Model Adaptation and Fine-Tuning

Xianda Wang, Yaqi Qiao, Duo Wu et al.

Decentralized Federated Learning with Model Caching on Mobile Agents

Xiaoyu Wang, Guojun Xiong, Houwei Cao et al.

Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks

Alexander Jaus, Constantin Marc Seibold, Simon Reiß et al.

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

Xinyu Yang, Yu Sun, Xinyang Chen et al.

mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion

Geng Chen, Wuyuan Xie, Di Lin et al.

Towards Learnable Anchor for Deep Multi-View Clustering

Bocheng Wang, Chusheng Zeng, Mulin Chen et al.

AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization

Kun Wang, Zhiqiang Yan, Huang Tian et al.

Generative Medical Segmentation

Jiayu Huo, Xi Ouyang, Sébastien Ourselin et al.

Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity

Zhufeng Li, Sandeep Suresh Cranganore, Nicholas Youngblut et al.

AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection

Even-if Explanations: Formal Foundations, Priorities and Complexity

Gianvincenzo Alfano, Sergio Greco, Domenico Mandaglio et al.

Active Fourier Auditor for Estimating Distributional Properties of ML Models

Ayoub Ajarra, Bishwamittra Ghosh, Debabrota Basu

Expressive Power of Temporal Message Passing

Przemysław Andrzej Wałęga, Michael Rawson

BLS-GAN: A Deep Layer Separation Framework for Eliminating Bone Overlap in Conventional Radiographs

Haolin Wang, Yafei Ou, Prasoon Ambalathankandy et al.

Cached Transformers: Improving Transformers with Differentiable Memory Cached

Zhaoyang Zhang, Wenqi Shao, Yixiao Ge et al.

Harnessing the Power of Beta Scoring in Deep Active Learning for Multi-Label Text Classification

Wei Tan, Ngoc Dang Nguyen, Lan Du et al.

COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems

Hao Tian, Sourav Medya, Wei Ye

Intra and Inter Parser-Prompted Transformers for Effective Image Restoration

Cong Wang, Jinshan Pan, Liyan Wang et al.

Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation

Federico Julian Camerota Verdù, Lorenzo Castelli, Luca Bortolussi

Modeling Knowledge Graphs with Composite Reasoning

Wanyun Cui, Linqiu Zhang

MTVHunter: Smart Contracts Vulnerability Detection Based on Multi-Teacher Knowledge Translation

Guokai Sun, Yuan Zhuang, Shuo Zhang et al.

Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees

Value at Adversarial Risk: A Graph Defense Strategy against Cost-Aware Attacks

Junlong Liao, Wenda Fu, Cong Wang et al.

Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation

Xovee Xu, Yifan Zhang, Fan Zhou et al.

Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization

Dongping Liao, Xitong Gao, Chengzhong Xu

Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion

Sharmishtha Dutta, Alex Gittens, Mohammed J. Zaki et al.

CognTKE: A Cognitive Temporal Knowledge Extrapolation Framework

Wei Chen, Yuting Wu, Shuhan Wu et al.

Permutation-Based Hypothesis Testing for Neural Networks

Francesca Mandel, Ian Barnett

VProChart: Answering Chart Question Through Visual Perception Alignment Agent and Programmatic Solution Reasoning

Muye Huang, Lingling Zhang, Han Lai et al.

Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization

Soumia Boucherouite, Grigory Malinovsky, Peter Richtarik et al.

When Should We Prefer State-to-Visual DAgger over Visual Reinforcement Learning?

Tongzhou Mu, Zhaoyang Li, Stanisław Wiktor Strzelecki et al.

How Many Lines to Paint the City: Exact Edge-Cover in Temporal Graphs

Argyrios Deligkas, Michelle Döring, Eduard Eiben et al.

Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders

Bumsoo Kim, Jinhyung Kim, Yeonsik Jo et al.

MRBTP: Efficient Multi-Robot Behavior Tree Planning and Collaboration

Yishuai Cai, Xinglin Chen, Zhongxuan Cai et al.

Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives

Marius Belly, Nathanaël Fijalkow, Hugo Gimbert et al.

A Training-free Synthetic Data Selection Method for Semantic Segmentation

Hao Tang, Siyue Yu, Jian Pang et al.

A No Free Lunch Theorem for Human-AI Collaboration

Kenny Peng, Nikhil Garg, Jon Kleinberg

YTCommentQA: Video Question Answerability in Instructional Videos

Saelyne Yang, Sunghyun Park, Yunseok Jang et al.

MonoBox: Tightness-Free Box-Supervised Polyp Segmentation Using Monotonicity Constraint

Qiang Hu, Zhenyu Yi, Ying Zhou et al.

Hierarchically-Structured Open-Vocabulary Indoor Scene Synthesis with Pre-trained Large Language Model

Weilin Sun, Xinran Li, Manyi Li et al.

Diversifying Query: Region-Guided Transformer for Temporal Sentence Grounding

Xiaolong Sun, Liushuai Shi, Le Wang et al.

Improved Regret Bounds for Online Fair Division with Bandit Learning

Benjamin Schiffer, Shirley Zhang

Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills

Hongcai He, Anjie Zhu, Shuang Liang et al.

Leveraging Attention to Effectively Compress Prompts for Long-Context LLMs

Yunlong Zhao, Haoran Wu, Bo Xu

EMPLACE: Self-Supervised Urban Scene Change Detection

Tim Alpherts, Sennay Ghebreab, Nanne van Noord

ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps

Xingke Song, Xiaoying Yang, Chenglin Yao et al.

Finding Visual Saliency in Continuous Spike Stream

Lin Zhu, Xianzhang Chen, Xiao Wang et al.

Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual

Ruichu Cai, Yuxuan Zhu, Jie Qiao et al.

Balanced and Fair Partitioning of Friends

Argyrios Deligkas, Eduard Eiben, Stavros D. Ioannidis et al.

E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning

8445 Wangkun Xu, Jianhong Wang, Fei Teng

Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity

Tianqi Shen, Shaohua Liu, Jiaqi Feng et al.

ReFF: Reinforcing Format Faithfulness in Language Models Across Varied Tasks

Jiashu Yao, Heyan Huang, Zeming Liu et al.

GTG: Generalizable Trajectory Generation Model for Urban Mobility

Jingyuan Wang, Yujing Lin, Yudong Li

Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-Based Search

Walter Gerych, Yara Rizk, Vatche Isahagian et al.

EF2X Exists for Four Agents

Arash Ashuri, Vasilis Gkatzelis, Alkmini Sgouritsa

RAZOR: Sharpening Knowledge by Cutting Bias with Unsupervised Text Rewriting

Shuo Yang, Bardh Prenkaj, Gjergji Kasneci

LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views

Ziyun Zou, Yinghui Jiang, Lian Shen et al.

Addressing Cold-Start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling

Wenqiao Zhu, Lulu Wang, Jun Wu