AAAI Papers

5,317 papers found • Page 7 of 107

Benchmarking and Understanding Compositional Relational Reasoning of LLMs

Ruikang Ni, Da Xiao, Qingye Meng et al.

AAAI 2025paper
4
citations

BERT-Based Code Learning for Exception Localization and Type Prediction

Chongyu Zhang, Qiping Tao, Liangyu Chen et al.

AAAI 2025paper

Better Understandings and Configurations in MaxSAT Stochastic Local Search Solvers via Anytime Performance Analysis

Furong Ye, Chuan Luo, Shaowei Cai

AAAI 2025paper
1
citations

BEVSync: Asynchronous Data Alignment for Camera-based Vehicle-Infrastructure Cooperative Perception Under Uncertain Delays

Wentao Wang, Jiaqian Wang, Yuxin Deng et al.

AAAI 2025paper

BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving

Tao Tang, Dafeng Wei, Zhengyu Jia et al.

AAAI 2025paper

Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model’s Prediction Rationality

Qitong Wang, Tang Li, Kien X. Nguyen et al.

AAAI 2025paper

Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data

Lele Fu, Sheng Huang, Yanyi Lai et al.

AAAI 2025paper

BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection

Xuan Luo, Li Yang, Han Zhang et al.

AAAI 2025paper

Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs

Junjie Huang, Jiarui Qin, Yong Yu et al.

AAAI 2025paper
4
citations

Beyond Homophily: Graph Contrastive Learning with Macro-Micro Message Passing

Yiyuan Chen, Donghai Guan, Weiwei Yuan et al.

AAAI 2025paper

Beyond Human Data: Aligning Multimodal Large Language Models by Iterative Self-Evolution

Wentao Tan, Qiong Cao, Yibing Zhan et al.

AAAI 2025paper
7
citations

Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency

Hanyu Zhao, Li Du, Yiming Ju et al.

AAAI 2025paper

Beyond Mandatory Federations: Balancing Egoism, Utilitarianism and Egalitarianism in Mixed-Motive Games

Shaokang Dong, Chao Li, Shangdong Yang et al.

AAAI 2025paper

Beyond Monotonicity: On the Convergence of Learning Algorithms in Standard Auction Games

Martin Bichler, Stephan B. Lunowa, Matthias Oberlechner et al.

AAAI 2025paper

Beyond Pixel and Object: Part Feature as Reference for Few-Shot Video Object Segmentation

Naisong Luo, Guoxin Xiong, Tianzhu Zhang

AAAI 2025paper

Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models

Guang Huang, Yanan Xiao, Lu Jiang et al.

AAAI 2025paper

Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition

Yujin Kang, Yoon-Sik Cho

AAAI 2025paper

Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities

Chengkun Sun, Jinqian Pan, Zhuoli Jin et al.

AAAI 2025paper

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

Xiaozhe Zhang, Haidong Ding, Fengying Xie et al.

AAAI 2025paper
6
citations

Beyond Text: Fine-Grained Multi-Modal Fact Verification with Hypergraph Transformers

Hui Pang, Chaozhuo Li, Litian Zhang et al.

AAAI 2025paper

BGDB: Bernoulli-Gaussian Decision Block with Improved Denoising Diffusion Probabilistic Models

Chengkun Sun, Jinqian Pan, Russell Stevens Terry et al.

AAAI 2025paper

BGHR: Bridging the Gap Between HBox-Supervised and RBox-Supervised Oriented Object Detection via Adaptive Fine-Grained Sample Mining

Chenlin Fu, Yingying Zhu

AAAI 2025paper

Biased Incomplete Multi-View Learning

Haishun Chen, Cai Xu, Ziyu Guan et al.

AAAI 2025paper

BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking

Yuxuan Liu, Hongda Sun, Wenya Guo et al.

AAAI 2025paper

Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification

Zhiguang Lu, Qianqian Xu, Shilong Bao et al.

AAAI 2025paper

Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck

Xingcheng Fu, Yisen Gao, Beining Yang et al.

AAAI 2025paper
6
citations

BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations

Yusong Wang, Xuanye Fang, Huifeng Yin et al.

AAAI 2025paper

BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference

Zewen Jin, Shengnan Wang, Jiaan Zhu et al.

AAAI 2025paper

Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations

Pengcheng Jiang, Cao Xiao, Tianfan Fu et al.

AAAI 2025paper
6
citations

Bi-Level Optimization for Semi-Supervised Learning with Pseudo-Labeling

Marzi Heidari, Yuhong Guo

AAAI 2025paper

BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning

Masoumeh Zareapoor, Pourya Shamsolmoali, Yue Lu

AAAI 2025paper

BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning

Artem Zholus, Maksim Kuznetsov, Roman Schutski et al.

AAAI 2025paper
15
citations

Bites of Tomorrow: Personalized Recommendations for a Healthier and Greener Plate

Jiazheng Jing, Yinan Zhang, Chunyan Miao

AAAI 2025paper

Black-Box Test-Time Prompt Tuning for Vision-Language Models

Fan'an Meng, Chaoran Cui, Hongjun Dai et al.

AAAI 2025paper

BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models

Haitao Li, Qingyao Ai, Jia Chen et al.

AAAI 2025paper

Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction

Xinlong Zhai, Chunchen Wang, Ruijia Wang et al.

AAAI 2025paper
1
citations

Block-Based Multi-Scale Image Rescaling

Jian Li, Siwang Zhou

AAAI 2025paper
1
citations

BloomScene: Lightweight Structured 3D Gaussian Splatting for Crossmodal Scene Generation

Xiaolu Hou, Mingcheng Li, Dingkang Yang et al.

AAAI 2025paper

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

Haolin Wang, Yafei Ou, Prasoon Ambalathankandy et al.

AAAI 2025paper

BOIDS: High-Dimensional Bayesian Optimization via Incumbent-Guided Direction Lines and Subspace Embeddings

Lam Ngo, Huong Ha, Jeffrey Chan et al.

AAAI 2025paper
3
citations

Boosting Causal Structure Learning: An Asymmetric Exponential Modulation Gaussian-Based Adaptive Sample Reweighting Framework

Wei Xiao, Hongbin Wang, Ming He et al.

AAAI 2025paper

Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models

Fei Shen, Hu Ye, Sibo Liu et al.

AAAI 2025paper
62
citations

Boosting Fine-Grained Visual Anomaly Detection with Coarse-Knowledge-Aware Adversarial Learning

Qingqing Fang, Qinliang Su, Wenxi Lv et al.

AAAI 2025paper
6
citations

Boosting Image De-Raining via Central-Surrounding Synergistic Convolution

Long Peng, Yang Wang, Xin Di et al.

AAAI 2025paper

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

Zhihang Lin, Mingbao Lin, Luxi Lin et al.

AAAI 2025paper

Boosting Segment Anything Model Towards Open-Vocabulary Learning

Xumeng Han, Longhui Wei, Xuehui Yu et al.

AAAI 2025paper
1
citations

Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning

Yonghao Liu, Mengyu Li, Wei Pang et al.

AAAI 2025paper
6
citations

Boosting Test Performance with Importance Sampling--a Subpopulation Perspective

Hongyu Shen, Zhizhen Zhao

AAAI 2025paper

Boosting Vision State Space Model with Fractal Scanning

Haoke Xiao, Lv Tang, Peng-tao Jiang et al.

AAAI 2025paper

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification

Yucong Meng, Zhiwei Yang, Yonghong Shi et al.

AAAI 2025paper
6
citations