Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers
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- VIGC: Visual Instruction Generation and Correction ↗Bin Wang, Fan Wu, Xiao Hong Han et al.30 citations
- AdvST: Revisiting Data Augmentations for Single Domain Generalization ↗Guangtao Zheng, Mengdi Huai, Aidong Zhang29 citations
- An Effectiveness Study of Teacher-Led AI Literacy Curriculum in K-12 Classrooms ↗Helen Zhang, Irene A. Lee, Katherine S. Moore29 citations
- Auto-Prox: Training-Free Vision Transformer Architecture Search via Automatic Proxy Discovery ↗Zimian Wei, Peijie Dong, Zheng Hui et al.29 citations
- Backdoor Attacks via Machine Unlearning ↗Zihao Liu, Tianhao Wang, Mengdi Huai et al.29 citations
- DreamStyler: Paint by Style Inversion with Text-to-Image Diffusion Models ↗Namhyuk Ahn, Junsoo Lee, Chunggi Lee et al.29 citations
- GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction ↗Xinshun Wang, Qiongjie Cui, Chen Chen et al.29 citations
- HR-Pro: Point-Supervised Temporal Action Localization via Hierarchical Reliability Propagation ↗Huaxin Zhang, Xiang Wang, Xiaohao Xu et al.29 citations
- M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy ↗Hansong Zhang, Shikun Li, Pengju Wang et al.29 citations
- Panoptic Scene Graph Generation with Semantics-Prototype Learning ↗Li Li, Wei Ji, Yiming Wu et al.29 citations
- Physics-Informed Graph Neural Networks for Water Distribution Systems ↗Inaam Ashraf, Janine Strotherm, Luca Hermes et al.29 citations
- Provably Powerful Graph Neural Networks for Directed Multigraphs ↗Béni Egressy, Luc von Niederhäusern, Jovan Blanuša et al.29 citations
- RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting ↗Lei Shu, Liangchen Luo, Jayakumar Hoskere et al.29 citations
- SURER: Structure-Adaptive Unified Graph Neural Network for Multi-View Clustering ↗Jing Wang, Songhe Feng, Gengyu Lyu et al.29 citations
- Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning ↗Samyadeep Basu, Shell Xu Hu, Daniela Massiceti et al.29 citations
- Text Image Inpainting via Global Structure-Guided Diffusion Models ↗Shipeng Zhu, Pengfei Fang, Chenjie Zhu et al.29 citations
- TopoGCL: Topological Graph Contrastive Learning ↗Yuzhou Chen, Jose Frias, Yulia R. Gel29 citations
- Vision Transformer Off-the-Shelf: A Surprising Baseline for Few-Shot Class-Agnostic Counting ↗Zhicheng Wang, Liwen Xiao, Zhiguo Cao et al.29 citations
- Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding ↗Taolin Zhang, Sunan He, Tao Dai et al.29 citations
- AltDiffusion: A Multilingual Text-to-Image Diffusion Model ↗Fulong Ye, Guang Liu, Xinya Wu et al.28 citations
- Approximating the Shapley Value without Marginal Contributions ↗Patrick Kolpaczki, Viktor Bengs, Maximilian Muschalik et al.28 citations
- Audio Generation with Multiple Conditional Diffusion Model ↗Zhifang Guo, Jianguo Mao, Rui Min Tao et al.28 citations
- Carbon Footprint Reduction for Sustainable Data Centers in Real-Time ↗Soumyendu Sarkar, Avisek Naug, Ricardo Luna et al.28 citations
- Deep Variational Incomplete Multi-View Clustering: Exploring Shared Clustering Structures ↗Gehui Xu, Jie Wen, Chengliang Liu et al.28 citations
- Dual Self-Paced Cross-Modal Hashing ↗Yuan Sun, Jian Dai, Zhenwen Ren et al.28 citations
- Dynamic Spiking Graph Neural Networks ↗Nan Yin, Mengzhu Wang, Zhenghan Chen et al.28 citations
- Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning ↗Pengfei Jiao, Hongqian Chen, Qing Bao et al.28 citations
- Exploiting Label Skews in Federated Learning with Model Concatenation ↗Yiqun Diao, Qinbin Li, Bingsheng He28 citations
- Exploring Diverse Representations for Open Set Recognition ↗Yu Wang, Junxian Mu, Pengfei Zhu et al.28 citations
- Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward ↗Mengyuan Yang, Mengying Zhu, Yan Wang et al.28 citations
- Learning Continuous Implicit Field with Local Distance Indicator for Arbitrary-Scale Point Cloud Upsampling ↗Shujuan Li, Junsheng Zhou, Baorui Ma et al.28 citations
- Learning Discriminative Noise Guidance for Image Forgery Detection and Localization ↗Jiayíng Zhu, Dong Li, Xueyang Fu et al.28 citations
- SD-MVS: Segmentation-Driven Deformation Multi-View Stereo with Spherical Refinement and EM Optimization ↗Zhenlong Yuan, Jiakai Cao, Zhaoxin Li et al.28 citations
- Shrinking Your TimeStep: Towards Low-Latency Neuromorphic Object Recognition with Spiking Neural Networks ↗Yongqi Ding, Lin Zuo, Mengmeng Jing et al.28 citations
- Sketch and Refine: Towards Fast and Accurate Lane Detection ↗Chao Chen, Jie Liu, Chang Zhou et al.28 citations
- Style2Talker: High-Resolution Talking Head Generation with Emotion Style and Art Style ↗Shuai Tan, Bin Ji, Ye Pan28 citations
- TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training ↗Yuqi Lin, Minghao Chen, Kaipeng Zhang et al.28 citations
- Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation ↗Xiaohan Cui, Long Ma, Tengyu Ma et al.28 citations
- A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives ↗Yudong Gao, Honglong Chen, Peng Sun et al.27 citations
- A Multi-Modal Contrastive Diffusion Model for Therapeutic Peptide Generation ↗Yongkang Wang, Xuan Liu, Feng F. Huang et al.27 citations
- Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark ↗Fangjun Li, David Hogg, Anthony G. Cohn27 citations
- Attention Disturbance and Dual-Path Constraint Network for Occluded Person Re-identification ↗Jiaer Xia, Lei Tan, Pingyang Dai et al.27 citations
- Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition ↗Zhi Zhang, Shenghua Zhong, Yan Liu27 citations
- CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model ↗Pengwei Yin, Guanzhong Zeng, Jingjing Wang et al.27 citations
- Effective Comparative Prototype Hashing for Unsupervised Domain Adaptation ↗Hui Jie Cui, Lihai Zhao, Fengling Li et al.27 citations
- Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning ↗Jiangrong Shen, Wenyao Ni, Qi Xu et al.27 citations
- Fast Inter-frame Motion Prediction for Compressed Dynamic Point Cloud Attribute Enhancement ↗Peng Liu, Wei Gao, Xingming Mu27 citations
- G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion Model ↗Pan Xie, Qipeng Zhang, Taiying Peng et al.27 citations
- Generative Multi-Modal Knowledge Retrieval with Large Language Models ↗Xinwei Long, Jiali Zeng, Fandong Meng et al.27 citations
- GraFITi: Graphs for Forecasting Irregularly Sampled Time Series ↗Vijaya Krishna Yalavarthi, Kiran Madhusudhanan, Randolf Scholz et al.27 citations
- Is a Large Language Model a Good Annotator for Event Extraction? ↗Ruirui Chen, Chengwei Qin, Weifeng Jiang et al.27 citations
- LION: Implicit Vision Prompt Tuning ↗Haixin Wang, Jianlong Chang, Yihang Zhai et al.27 citations
- MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment ↗Yequan Bie, Luyang Luo, Hao Chen27 citations
- Offline and Online Optical Flow Enhancement for Deep Video Compression ↗Chuanbo Tang, Xihua Sheng, Zhuoyuan Li et al.27 citations
- Online Boosting Adaptive Learning under Concept Drift for Multistream Classification ↗En Yu, Jie Lü, Bin Zhang et al.27 citations
- Parallel Vertex Diffusion for Unified Visual Grounding ↗Zesen Cheng, Kehan Li, Peng Jin et al.27 citations
- StegFormer: Rebuilding the Glory of Autoencoder-Based Steganography ↗Xiao Ke, Huanqi Wu, Wenzhong Guo27 citations
- TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling ↗Shimin Zhang, Yang Qu, Chenxiang Ma et al.27 citations
- TMFormer: Token Merging Transformer for Brain Tumor Segmentation with Missing Modalities ↗Zheyu Zhang, Gang Yang, Yueyi Zhang et al.27 citations
- Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization ↗Yanan Wu, Zhixiang Chi, Yang Wang et al.27 citations
- Training-Free Quantum Architecture Search ↗Zhimin He, Maijie Deng, Shenggen Zheng et al.27 citations
- UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding ↗Chenpeng Du, Yiwei Guo, Feiyu Shen et al.27 citations
- Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-Feature ↗Wulian Yun, Mengshi Qi, Chuanming Wang et al.27 citations
- Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation ↗Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye et al.27 citations
- A Dual-Way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking ↗Shezheng Song, Shan Zhao, Chengyu Wang et al.26 citations
- A Huber Loss Minimization Approach to Byzantine Robust Federated Learning ↗Puning Zhao, Fei Yu, Zhiguo Wan26 citations
- Boosting Neural Cognitive Diagnosis with Student’s Affective State Modeling ↗Shanshan Wang, Zhen Zeng, Xun Yang et al.26 citations
- Brush Your Text: Synthesize Any Scene Text on Images via Diffusion Model ↗Lingjun Zhang, Xinyuan Chen, Yaohui Wang et al.26 citations
- CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation ↗Shoukun Sun, Min Xian, Fei Xu et al.26 citations
- CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers ↗Yi Rong, Haoran Zhou, Lixin Yuan et al.26 citations
- ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing ↗Zhi Xiang Jin, Sheng Xu, Xiang Zhang et al.26 citations
- Cross-Covariate Gait Recognition: A Benchmark ↗Shinan Zou, Chao Fan, Jianbo Xiong et al.26 citations
- Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition ↗Yijie Wang, Mingjian Hong, Luwen Huangfu et al.26 citations
- DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph ↗Jinghui Zhang, Zhengjia Xu, Dingyang Lv et al.26 citations
- Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling ↗Rui Liu, Yifan Hu, Yi Ren et al.26 citations
- Entropic Open-Set Active Learning ↗Bardia Safaei, Vibashan VS, Celso M. de Melo et al.26 citations
- FMRNet: Image Deraining via Frequency Mutual Revision ↗Kui Jiang, Junjun Jiang, Xianming Liu et al.26 citations
- FRED: Towards a Full Rotation-Equivariance in Aerial Image Object Detection ↗Chan-Ho Lee, Jinsu Son, Hyounguk Shon et al.26 citations
- FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization ↗Cheng Hong Yang, Jixi Liu, Yunhe Yan et al.26 citations
- Generating Images of Rare Concepts Using Pre-trained Diffusion Models ↗Dvir Samuel, Rami Ben‐Ari, Simon Raviv et al.26 citations
- KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding ↗Zhe Chen, Dalin Zhang, Shanshan Feng et al.26 citations
- LSTKC: Long Short-Term Knowledge Consolidation for Lifelong Person Re-identification ↗Kunlun Xu, Xu Zou, Jiahuan Zhou26 citations
- NeuSurf: On-Surface Priors for Neural Surface Reconstruction from Sparse Input Views ↗Han Pang Huang, Yulun Wu, Junsheng Zhou et al.26 citations
- NodeMixup: Tackling Under-Reaching for Graph Neural Networks ↗Weigang Lu, Ziyu Guan, Wei Dong Zhao et al.26 citations
- SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition ↗Cong Wu, Xiao‐Jun Wu, Josef Kittler et al.26 citations
- Simple Image-Level Classification Improves Open-Vocabulary Object Detection ↗Ruohuan Fang, Guansong Pang, Xiao Ping Bai26 citations
- Text-Guided Molecule Generation with Diffusion Language Model ↗Haisong Gong, Qiang Liu, Shu Wu et al.26 citations
- Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise ↗Hwanjun Song, Minseok Kim, Jae-Gil Lee26 citations
- VQ-FONT: Few-Shot Font Generation with Structure-Aware Enhancement and Quantization ↗Mingshuai Yao, Yabo Zhang, Xianhui Lin et al.26 citations
- Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping ↗Qinliang Lin, Cheng Luo, Zenghao Niu et al.25 citations
- Deep Hierarchical Video Compression ↗Ming Lu, Zhihao Duan, Fengqing Maggie Zhu et al.25 citations
- EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading ↗Molei Qin, Shuo Sun, Wentao Zhang et al.25 citations
- Editing Language Model-Based Knowledge Graph Embeddings ↗Siyuan Cheng, Ningyu Zhang, Bozhong Tian et al.25 citations
- Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction ↗Senqiao Yang, Jiarui Wu, Jiaming Liu et al.25 citations
- Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning ↗Shangchao Su, Mingzhao Yang, Bin Li et al.25 citations
- G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection ↗Fan Wu, Jinling Gao, Lanqing Hong et al.25 citations
- Graph-Aware Contrasting for Multivariate Time-Series Classification ↗Yucheng Wang, Yuecong Xu, Jianfei Yang et al.25 citations
- IINet: Implicit Intra-inter Information Fusion for Real-Time Stereo Matching ↗Ximeng Li, Chen Zhang, Wanjuan Su et al.25 citations
- Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following ↗Seonghyeon Ye, Hyeonbin Hwang, Sohee Yang et al.25 citations
- LAMM: Label Alignment for Multi-Modal Prompt Learning ↗Jingsheng Gao, Jiacheng Ruan, Suncheng Xiang et al.25 citations
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