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

Proceedings of the AAAI Conference on Artificial Intelligence 2024 is the 2024 edition of the Proceedings of the AAAI Conference on Artificial Intelligence (publisher: Association for the Advancement of Artificial Intelligence). OpenAlex lists 2,867 papers of it; our library holds 3 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. T2I-Adapter: Learning Adapters to Dig Out More Controllable Ability for Text-to-Image Diffusion ModelsChong Mou, Xintao Wang, Liangbin Xie et al.923 citations
2. Graph of Thoughts: Solving Elaborate Problems with Large Language ModelsMaciej Besta, Nils Blach, Ales Kubicek et al.530 citations
3. Benchmarking Large Language Models in Retrieval-Augmented GenerationJiawei Chen, Hongyu Lin, Xianpei Han et al.433 citations · our summary
4. AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language ModelsZhaopeng Gu, Bingke Zhu, Guibo Zhu et al.298 citations
5. Omni-Kernel Network for Image RestorationYuning Cui, Wenqi Ren, Alois Knoll279 citations
6. MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with TransformerJunde Wu, Wei Ji, Huazhu Fu et al.275 citations
7. MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series ForecastingWanlin Cai, Yuxuan Liang, Xianggen Liu et al.239 citations
8. MemoryBank: Enhancing Large Language Models with Long-Term MemoryWanjun Zhong, Lianghong Guo, Qiqi Gao et al.229 citations
9. VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly DetectionPeng Wu, Xuerong Zhou, Guansong Pang et al.226 citations
10. Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News DetectionBeizhe Hu, Qiang Sheng, Juan Cao et al.224 citations

All accepted papers (2,867)

The most cited first; 3 with our summary link to their page here, the others to the original.

1. T2I-Adapter: Learning Adapters to Dig Out More Controllable Ability for Text-to-Image Diffusion ModelsChong Mou, Xintao Wang, Liangbin Xie et al.923 citations
2. Graph of Thoughts: Solving Elaborate Problems with Large Language ModelsMaciej Besta, Nils Blach, Ales Kubicek et al.530 citations
3. Benchmarking Large Language Models in Retrieval-Augmented GenerationJiawei Chen, Hongyu Lin, Xianpei Han et al.433 citations · our summary
4. AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language ModelsZhaopeng Gu, Bingke Zhu, Guibo Zhu et al.298 citations
5. Omni-Kernel Network for Image RestorationYuning Cui, Wenqi Ren, Alois Knoll279 citations
6. MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with TransformerJunde Wu, Wei Ji, Huazhu Fu et al.275 citations
7. MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series ForecastingWanlin Cai, Yuxuan Liang, Xianggen Liu et al.239 citations
8. MemoryBank: Enhancing Large Language Models with Long-Term MemoryWanjun Zhong, Lianghong Guo, Qiqi Gao et al.229 citations
9. VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly DetectionPeng Wu, Xuerong Zhou, Guansong Pang et al.226 citations
10. Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News DetectionBeizhe Hu, Qiang Sheng, Juan Cao et al.224 citations
11. A Diffusion-Based Framework for Multi-Class Anomaly DetectionHaoyang He, Jiangning Zhang, Hongxu Chen et al.212 citations
12. ODTrack: Online Dense Temporal Token Learning for Visual TrackingYaozong Zheng, Bineng Zhong, Qihua Liang et al.209 citations
13. Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain LearningChuangchuang Tan, Yao Zhao, Shikui Wei et al.204 citations
14. NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language ModelsGengze Zhou, Yicong Hong, Qi Wu203 citations
15. Hybrid-SORT: Weak Cues Matter for Online Multi-Object TrackingMingzhan Yang, Guangxin Han, Bin Yan et al.187 citations
16. SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time SegmentationZhengze Xu, Dongyue Wu, Changqian Yu et al.186 citations
17. NuScenes-QA: A Multi-Modal Visual Question Answering Benchmark for Autonomous Driving ScenarioTianwen Qian, Jingjing Chen, Linhai Zhuo et al.168 citations
18. Knowledge Graph Prompting for Multi-Document Question AnsweringYu Wang, Nedim Lipka, Ryan A. Rossi et al.164 citations
19. IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel PruningMingjin Zhang, Handi Yang, Jie Guo et al.157 citations
20. Detecting and Preventing Hallucinations in Large Vision Language ModelsAnisha Gunjal, Jihan Yin, Erhan Bas154 citations
21. AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion ModelTeng Hu, Jiangning Zhang, Ran Yi et al.153 citations
22. LGMRec: Local and Global Graph Learning for Multimodal RecommendationZhiqiang Guo, Jianjun Li, Guohui Li et al.152 citations
23. ExpeL: LLM Agents Are Experiential LearnersAndrew Zhao, Daniel T. Huang, Quentin Xu et al.148 citations
24. Visual Adversarial Examples Jailbreak Aligned Large Language ModelsXiangyu Qi, Kaixuan Huang, Ashwinee Panda et al.145 citations
25. Rolling-Unet: Revitalizing MLP’s Ability to Efficiently Extract Long-Distance Dependencies for Medical Image SegmentationYutong Liu, Haijiang Zhu, Mengting Liu et al.141 citations

See all 2,867 papers in Proceedings of the AAAI Conference on Artificial Intelligence 2024 — accepted papers →

📄 Papers with our summary in our library (3)

The most cited first (OpenAlex citations plus our library's).

1. Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource LanguagesZihao Li, Yucheng Shi, Zirui Liu, et al.2024 · 95 citations
2. Evaluating Mathematical Reasoning Beyond AccuracyShijie Xia, Xuefeng Li, Yixin Liu, et al.2024 · 84 citations
3. Is Sarcasm Detection A Step-by-Step Reasoning Process in Large Language Models?Ben Yao, Yazhou Zhang, Qiuchi Li, et al.2024 · 33 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧮Reasoning (2)🧠Language models & pretraining (1)😊Sentiment & emotion (1)🌱Low-resource languages (1)📏Evaluation & benchmarks (1)

📚 Fields

🎭Arts and Humanities (3)🖥️Computer Science (3)➗Mathematics (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓New Jersey Institute of TechnologyNewark · United States1 work here🎓University of CopenhagenCopenhagen · Denmark1 work here🎓University of MinnesotaMinneapolis · United States1 work here🎓Hong Kong Polytechnic UniversityHong Kong · China1 work here🎓Tianjin UniversityTianjin · China1 work here🎓University of GeorgiaAthens · United States1 work here🎓Shanghai Jiao Tong UniversityShanghai · China1 work here🎓Yale UniversityNew Haven · United States1 work here🔬Shanghai Artificial Intelligence LaboratoryShanghai · China1 work here🎓Wake Forest UniversityWinston-Salem · United States1 work here🎓Carnegie Mellon UniversityPittsburgh · United States1 work here

works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2024/