Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers

2,867 papers · page 12 of 29 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2024

Improved MLP Point Cloud Processing with High-Dimensional Positional Encoding ↗Yanmei Zou, Hongshan Yu, Zhengeng Yang et al.10 citations
Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs ↗Seungjun Lee, Taeil Oh10 citations
Inspecting Prediction Confidence for Detecting Black-Box Backdoor Attacks ↗Tong Wang, Yuan Yao, Feng Xu et al.10 citations
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders ↗Debo Cheng, Ziqi Xu, Jiuyong Li et al.10 citations
Interpretability Benchmark for Evaluating Spatial Misalignment of Prototypical Parts Explanations ↗Mikołaj Sacha, Bartosz Jura, Dawid Rymarczyk et al.10 citations
Knowledge-Aware Parameter Coaching for Personalized Federated Learning ↗Mingjian Zhi, Yuanguo Bi, Wenchao Xu et al.10 citations
LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement ↗Renyuan Peng, Xinyue Cai, Hang Xu et al.10 citations
Learning Image Demoiréing from Unpaired Real Data ↗Yunshan Zhong, Yuyao Zhou, Yuxin Zhang et al.10 citations
Learning Spatially Collaged Fourier Bases for Implicit Neural Representation ↗Jason Chun Lok Li, Chang Liu, Binxiao Huang et al.10 citations
Learning by Erasing: Conditional Entropy Based Transferable Out-of-Distribution Detection ↗Meng Xing, Zhiyong Feng, Yong Su et al.10 citations
Learning to Approximate Adaptive Kernel Convolution on Graphs ↗Jaeyoon Sim, Sooyeon Jeon, Injun Choi et al.10 citations
Link Prediction in Multilayer Networks via Cross-Network Embedding ↗Guojing Ren, Xiao Hua Ding, Xiao-Ke Xu et al.10 citations
MRMLREC: A Two-Stage Approach for Addressing Data Sparsity in MOOC Video Recommendation (Student Abstract) ↗Ye Zhang, Yanqi Gao, Yupeng Zhou et al.10 citations
Mimicking the Maestro: Exploring the Efficacy of a Virtual AI Teacher in Fine Motor Skill Acquisition ↗Hadar Mulian, Segev Shlomov, Lior Limonad et al.10 citations
Mitigating Idiom Inconsistency: A Multi-Semantic Contrastive Learning Method for Chinese Idiom Reading Comprehension ↗Mingmin Wu, Yuxue Hu, Yongcheng Zhang et al.10 citations
Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models ↗Liqi He, Zuchao Li, Xiantao Cai et al.10 citations
Multi-Objective Bayesian Optimization with Active Preference Learning ↗Ryota Ozaki, Kazuki Ishikawa, Youhei Kanzaki et al.10 citations
Multichannel AV-wav2vec2: A Framework for Learning Multichannel Multi-Modal Speech Representation ↗Qiushi Zhu, Jie Zhang, Yu Gu et al.10 citations
Mutual-Modality Adversarial Attack with Semantic Perturbation ↗Jingwen Ye, Ruonan Yu, Songhua Liu et al.10 citations
Noise-Aware Image Captioning with Progressively Exploring Mismatched Words ↗Zhongtian Fu, Kefei Song, Luping Zhou et al.10 citations
Object Attribute Matters in Visual Question Answering ↗Peize Li, Qingyi Si, Peng Fu et al.10 citations
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling ↗Xiaobao Wu, Fengjun Pan, Thong Thanh Nguyen et al.10 citations
Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems ↗Jintao Song, Wenqi Lu, Yunwen Lei et al.10 citations
Out of Thin Air: Exploring Data-Free Adversarial Robustness Distillation ↗Yuzheng Wang, Zhaoyu Chen, Dingkang Yang et al.10 citations
PTMQ: Post-training Multi-Bit Quantization of Neural Networks ↗Ke Xu, Zhongcheng Li, Shanshan Wang et al.10 citations
Pano-NeRF: Synthesizing High Dynamic Range Novel Views with Geometry from Sparse Low Dynamic Range Panoramic Images ↗Zhan Lu, Zheng Ming Qian, Boxin Shi et al.10 citations
Patched Line Segment Learning for Vector Road Mapping ↗Jiakun Xu, Bowen Xu, Gui-Song Xia et al.10 citations
PointPatchMix: Point Cloud Mixing with Patch Scoring ↗Yi Wang, Jiaze Wang, Jinpeng Li et al.10 citations
Promoting Counterfactual Robustness through Diversity ↗Francesco Leofante, Nico Potyka10 citations
ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-Vocabulary Object Detection ↗Joonhyun Jeong, Geondo Park, Jayeon Yoo et al.10 citations
QLABGrad: A Hyperparameter-Free and Convergence-Guaranteed Scheme for Deep Learning ↗Minghan Fu, Fang‐Xiang Wu10 citations
QPEN: Quantum Projection and Quantum Entanglement Enhanced Network for Cross-Lingual Aspect-Based Sentiment Analysis ↗Xing-Qiang Zhao, Hai Wan, Kunxun Qi10 citations
QuerySum: A Multi-Document Query-Focused Summarization Dataset Augmented with Similar Query Clusters ↗Yushan Liu, Zili Wang, Ruifeng Yuan10 citations
Removing Interference and Recovering Content Imaginatively for Visible Watermark Removal ↗Yicheng Leng, Chaowei Fang, Gen Li et al.10 citations
Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point ↗Peizhi Zhao, Shiyi Zheng, Wenye Zhao et al.10 citations
Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks ↗Lulu Xue, Shengshan Hu, Ruizhi Zhao et al.10 citations
Robust Communicative Multi-Agent Reinforcement Learning with Active Defense ↗Lebin Yu, Yunbo Qiu, Quanming Yao et al.10 citations
SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space ↗Yunchen Li, Zhou Yu, Gaoqi He et al.10 citations
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding ↗Tianyu Yu, Chengyue Jiang, Chao Lou et al.10 citations
Spherical Pseudo-Cylindrical Representation for Omnidirectional Image Super-resolution ↗Qing Cai, Mu Li, Dongwei Ren et al.10 citations
Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation ↗Zhanfeng Liao, Yan Liu, Qian Zheng et al.10 citations
Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction ↗Da Luo, Yanglei Gan, Rui Hou et al.10 citations
Text2City: One-Stage Text-Driven Urban Layout Regeneration ↗Yiming Qin, Nanxuan Zhao, Bin Sheng et al.10 citations
Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning ↗Chengcheng Ma, Ismail Elezi, Jiankang Deng et al.10 citations
Towards Running Time Analysis of Interactive Multi-Objective Evolutionary Algorithms ↗Tianhao Lu, Chao Bian, Chao Qian10 citations
Turning Dust into Gold: Distilling Complex Reasoning Capabilities from LLMs by Leveraging Negative Data ↗Yiwei Li, Peiwen Yuan, Shaoxiong Feng et al.10 citations
Unsupervised Gene-Cell Collective Representation Learning with Optimal Transport ↗Jixiang Yu, Nanjun Chen, Ming Yu Gao et al.10 citations
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models ↗Ziyi Yin, Muchao Ye, Tianrong Zhang et al.10 citations
VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression ↗Won Jo, Geuntaek Lim, Gwangjin Lee et al.10 citations
Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement ↗Yifeng Wang, Yi Zhao10 citations
Weakly Supervised Few-Shot Object Detection with DETR ↗Chenbo Zhang, Yinglu Zhang, Lu Zhang et al.10 citations
Weakly Supervised Multimodal Affordance Grounding for Egocentric Images ↗Lingjing Xu, Yang Gao, Wenfeng Song et al.10 citations
patchDPCC: A Patchwise Deep Compression Framework for Dynamic Point Clouds ↗Zirui Pan, Mengbai Xiao, Xu Han et al.10 citations
A Goal Interaction Graph Planning Framework for Conversational Recommendation ↗Xiaotong Zhang, Xuefang Jia, Han Liu et al.9 citations
A Sequentially Fair Mechanism for Multiple Sensitive Attributes ↗François Hu, Philipp Ratz, Arthur Charpentier A9 citations
A User-Friendly Framework for Generating Model-Preferred Prompts in Text-to-Image Synthesis ↗Nailei Hei, Qianyu Guo, Zihao Wang et al.9 citations
AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries ↗Runqi Wang, Huixin Sun, Linlin Yang et al.9 citations
Adaptive Discovering and Merging for Incremental Novel Class Discovery ↗Guangyao Chen, Peixi Peng, Yangru Huang et al.9 citations
Adversarial Purification with the Manifold Hypothesis ↗Zhaoyuan Yang, Zhiwei Xu, Jing Zhang et al.9 citations
Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment ↗Zhihong Zhu, Xuxin Cheng, Yaowei Li et al.9 citations
All Beings Are Equal in Open Set Recognition ↗Chaohua Li, Enhao Zhang, Chuanxing Geng et al.9 citations
Attacking Transformers with Feature Diversity Adversarial Perturbation ↗Chenxing Gao, Hang Zhou, Junqing Yu et al.9 citations
Axiomatic Aggregations of Abductive Explanations ↗Gagan Biradar, Yacine Izza, Elita Lobo et al.9 citations
BLADE: Box-Level Supervised Amodal Segmentation through Directed Expansion ↗Zhaochen Liu, Zhixuan Li, Tingting Jiang9 citations
BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning ↗Qianhan Feng, Lujing Xie, Shijie Fang et al.9 citations
Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations ↗Jun-Peng Fang, Gongduo Zhang, Qing Cui et al.9 citations
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions ↗Yihan Chen, Benfeng Xu, Quan Wang et al.9 citations
Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning ↗Jinxin Liu, Ziqi Zhang, Zhenyu Wei et al.9 citations
Byzantine-Robust Decentralized Learning via Remove-then-Clip Aggregation ↗Caiyi Yang, Javad Ghaderi9 citations
CCTR: Calibrating Trajectory Prediction for Uncertainty-Aware Motion Planning in Autonomous Driving ↗Chengtai Cao, Xinhong Chen, Jianping Wang et al.9 citations
Comprehensive View Embedding Learning for Single-Cell Multimodal Integration ↗Zhenchao Tang, Jiehui Huang, Guanxing Chen et al.9 citations
Continuous Piecewise-Affine Based Motion Model for Image Animation ↗Hexiang Wang, Fengqi Liu, Qianyu Zhou et al.9 citations
Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes ↗Yotam Amitai, Yael Septon, Ofra Amir9 citations
Exploiting Auxiliary Caption for Video Grounding ↗Hongxiang Li, Meng Cao, Xuxin Cheng et al.9 citations
FG-EmoTalk: Talking Head Video Generation with Fine-Grained Controllable Facial Expressions ↗Zhaoxu Sun, Yuze Xuan, Fang Liu et al.9 citations
FT-GAN: Fine-Grained Tune Modeling for Chinese Opera Synthesis ↗Meizhen Zheng, Peng Bai, Xiaodong Shi et al.9 citations
Factorized Explainer for Graph Neural Networks ↗Rundong Huang, Farhad Shirani, Dongsheng Luo9 citations
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing ↗Yongzhe Jia, Xuyun Zhang, Amin Beheshti et al.9 citations
Federated Label-Noise Learning with Local Diversity Product Regularization ↗Xiaochen Zhou, Xudong Wang9 citations
From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space ↗Maximilian Dreyer, Frederik Pahde, Christopher J. Anders et al.9 citations
From Raw Video to Pedagogical Insights: A Unified Framework for Student Behavior Analysis ↗Zefang Yu, Mingye Xie, Jingsheng Gao et al.9 citations
GEAR-Up: Generative AI and External Knowledge-Based Retrieval: Upgrading Scholarly Article Searches for Systematic Reviews ↗Kaushik Roy, Vedant Khandelwal, Valerie Lookingbill et al.9 citations
Generating Universal Adversarial Perturbations for Quantum Classifiers ↗Gautham Anil, Vishnu Vinod, Apurva Narayan9 citations
Hierarchical Aligned Multimodal Learning for NER on Tweet Posts ↗Peipei Liu, Hong Li, Yimo Ren et al.9 citations
High-Fidelity 3D Head Avatars Reconstruction through Spatially-Varying Expression Conditioned Neural Radiance Field ↗Minghan Qin, Yifan Liu, Yuelang Xu et al.9 citations
History Matters: Temporal Knowledge Editing in Large Language Model ↗Xunjian Yin, Jiang Jin, Liming Yang et al.9 citations
Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model ↗Jie Qiao, Zhengming Chen, Jianhua Yu et al.9 citations
Intrinsic Action Tendency Consistency for Cooperative Multi-Agent Reinforcement Learning ↗Junkai Zhang, Yifan Zhang, Xi Sheryl Zhang et al.9 citations
Iterative Token Evaluation and Refinement for Real-World Super-resolution ↗Chaofeng Chen, Shangchen Zhou, Liang Liao et al.9 citations
LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction ↗Yucheng Li, Frank Guérin, Chenghua Lin9 citations
Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing ↗Qihua Chen, Xuejin Chen, Chenxuan Wang et al.9 citations
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis ↗Dexu Kong, Anping Zhang, Yang Li9 citations
Learning Visual Abstract Reasoning through Dual-Stream Networks ↗Kai Zhao, Chang Xu, Bailu Si9 citations
LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack ↗Haiyan Zhu, Qingyang Zhao, Weiwei Shang et al.9 citations
Long-Tailed Learning as Multi-Objective Optimization ↗Weiqi Li, Fan Lyu, Fanhua Shang et al.9 citations
MCSSME: Multi-Task Contrastive Learning for Semi-supervised Singing Melody Extraction from Polyphonic Music ↗Shuai Yu9 citations
MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks ↗Zhiyu Zhu, Huaming Chen, Jiayu Zhang et al.9 citations
MFTN: Multi-Level Feature Transfer Network Based on MRI-Transformer for MR Image Super-resolution ↗Shuying Huang, Ge Chen, Yong Yang et al.9 citations
Make Lossy Compression Meaningful for Low-Light Images ↗Shilv Cai, Liqun Chen, Sheng Zhong et al.9 citations
Measuring Task Similarity and Its Implication in Fine-Tuning Graph Neural Networks ↗Renhong Huang, Jiarong Xu, Xin Jiang et al.9 citations

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📰 Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers

Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers