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

2,867 papers · page 1 of 29 · the most cited first · [← Proceedings of the AAAI Conference on Artificial Intelligence 2024](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/2024/)

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1. **[T2I-Adapter: Learning Adapters to Dig Out More Controllable Ability for Text-to-Image Diffusion Models ↗](https://doi.org/10.1609/aaai.v38i5.28226)**Chong Mou, Xintao Wang, Liangbin Xie et al.*923 citations*
2. **[Graph of Thoughts: Solving Elaborate Problems with Large Language Models ↗](https://doi.org/10.1609/aaai.v38i16.29720)**Maciej Besta, Nils Blach, Ales Kubicek et al.*530 citations*
3. **[Benchmarking Large Language Models in Retrieval-Augmented Generation](https://md.research.elamur.ai/free/en/papers/chen-2023-benchmarking-large-language-models-retrieval/)**Jiawei Chen, Hongyu Lin, Xianpei Han et al.*433 citations · our summary*
4. **[AnomalyGPT: Detecting Industrial Anomalies Using Large Vision-Language Models ↗](https://doi.org/10.1609/aaai.v38i3.27963)**Zhaopeng Gu, Bingke Zhu, Guibo Zhu et al.*298 citations*
5. **[Omni-Kernel Network for Image Restoration ↗](https://doi.org/10.1609/aaai.v38i2.27907)**Yuning Cui, Wenqi Ren, Alois Knoll*279 citations*
6. **[MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer ↗](https://doi.org/10.1609/aaai.v38i6.28418)**Junde Wu, Wei Ji, Huazhu Fu et al.*275 citations*
7. **[MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting ↗](https://doi.org/10.1609/aaai.v38i10.28991)**Wanlin Cai, Yuxuan Liang, Xianggen Liu et al.*239 citations*
8. **[MemoryBank: Enhancing Large Language Models with Long-Term Memory ↗](https://doi.org/10.1609/aaai.v38i17.29946)**Wanjun Zhong, Lianghong Guo, Qiqi Gao et al.*229 citations*
9. **[VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection ↗](https://doi.org/10.1609/aaai.v38i6.28423)**Peng Wu, Xuerong Zhou, Guansong Pang et al.*226 citations*
10. **[Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection ↗](https://doi.org/10.1609/aaai.v38i20.30214)**Beizhe Hu, Qiang Sheng, Juan Cao et al.*224 citations*
11. **[A Diffusion-Based Framework for Multi-Class Anomaly Detection ↗](https://doi.org/10.1609/aaai.v38i8.28690)**Haoyang He, Jiangning Zhang, Hongxu Chen et al.*212 citations*
12. **[ODTrack: Online Dense Temporal Token Learning for Visual Tracking ↗](https://doi.org/10.1609/aaai.v38i7.28591)**Yaozong Zheng, Bineng Zhong, Qihua Liang et al.*209 citations*
13. **[Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning ↗](https://doi.org/10.1609/aaai.v38i5.28310)**Chuangchuang Tan, Yao Zhao, Shikui Wei et al.*204 citations*
14. **[NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large Language Models ↗](https://doi.org/10.1609/aaai.v38i7.28597)**Gengze Zhou, Yicong Hong, Qi Wu*203 citations*
15. **[Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking ↗](https://doi.org/10.1609/aaai.v38i7.28471)**Mingzhan Yang, Guangxin Han, Bin Yan et al.*187 citations*
16. **[SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation ↗](https://doi.org/10.1609/aaai.v38i6.28457)**Zhengze Xu, Dongyue Wu, Changqian Yu et al.*186 citations*
17. **[NuScenes-QA: A Multi-Modal Visual Question Answering Benchmark for Autonomous Driving Scenario ↗](https://doi.org/10.1609/aaai.v38i5.28253)**Tianwen Qian, Jingjing Chen, Linhai Zhuo et al.*168 citations*
18. **[Knowledge Graph Prompting for Multi-Document Question Answering ↗](https://doi.org/10.1609/aaai.v38i17.29889)**Yu Wang, Nedim Lipka, Ryan A. Rossi et al.*164 citations*
19. **[IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel Pruning ↗](https://doi.org/10.1609/aaai.v38i7.28551)**Mingjin Zhang, Handi Yang, Jie Guo et al.*157 citations*
20. **[Detecting and Preventing Hallucinations in Large Vision Language Models ↗](https://doi.org/10.1609/aaai.v38i16.29771)**Anisha Gunjal, Jihan Yin, Erhan Bas*154 citations*
21. **[AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model ↗](https://doi.org/10.1609/aaai.v38i8.28696)**Teng Hu, Jiangning Zhang, Ran Yi et al.*153 citations*
22. **[LGMRec: Local and Global Graph Learning for Multimodal Recommendation ↗](https://doi.org/10.1609/aaai.v38i8.28688)**Zhiqiang Guo, Jianjun Li, Guohui Li et al.*152 citations*
23. **[ExpeL: LLM Agents Are Experiential Learners ↗](https://doi.org/10.1609/aaai.v38i17.29936)**Andrew Zhao, Daniel T. Huang, Quentin Xu et al.*148 citations*
24. **[Visual Adversarial Examples Jailbreak Aligned Large Language Models ↗](https://doi.org/10.1609/aaai.v38i19.30150)**Xiangyu 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 Segmentation ↗](https://doi.org/10.1609/aaai.v38i4.28173)**Yutong Liu, Haijiang Zhu, Mengting Liu et al.*141 citations*
26. **[Bi-directional Adapter for Multimodal Tracking ↗](https://doi.org/10.1609/aaai.v38i2.27852)**Bing Cao, Junliang Guo, Pengfei Zhu et al.*137 citations*
27. **[PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation ↗](https://doi.org/10.1609/aaai.v38i3.28038)**Haibo Jin, Haoxuan Che, Yi Lin et al.*136 citations*
28. **[Follow Your Pose: Pose-Guided Text-to-Video Generation Using Pose-Free Videos ↗](https://doi.org/10.1609/aaai.v38i5.28206)**Yue Ma, Yingqing He, Xiaodong Cun et al.*133 citations*
29. **[Reliable Conflictive Multi-View Learning ↗](https://doi.org/10.1609/aaai.v38i14.29546)**Cai Xiang Xu, Jiajun Si, Ziyu Guan et al.*133 citations*
30. **[AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head ↗](https://doi.org/10.1609/aaai.v38i21.30570)**Rongjie Huang, Mingze Li, Dongchao Yang et al.*131 citations*
31. **[Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting ↗](https://doi.org/10.1609/aaai.v38i8.28707)**Weiyang Kong, Ziyu Guo, Yubao Liu*130 citations*
32. **[An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention ↗](https://doi.org/10.1609/aaai.v38i8.28747)**Yehjin Shin, Jeongwhan Choi, Hyowon Wi et al.*129 citations*
33. **[ResDiff: Combining CNN and Diffusion Model for Image Super-resolution ↗](https://doi.org/10.1609/aaai.v38i8.28746)**Shuyao Shang, Zhengyang Shan, Guangxing Liu et al.*125 citations*
34. **[FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning ↗](https://doi.org/10.1609/aaai.v38i15.29617)**Jianqing Zhang, Yang Liu, Hua Yang et al.*121 citations*
35. **[Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data ↗](https://doi.org/10.1609/aaai.v38i14.29500)**Yucheng Wang, Yuecong Xu, Jianfei Yang et al.*121 citations*
36. **[Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-World Multi-Turn Dialogue ↗](https://doi.org/10.1609/aaai.v38i17.29907)**Songhua Yang, Hanjie Zhao, Senbin Zhu et al.*120 citations*
37. **[UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation ↗](https://doi.org/10.1609/aaai.v38i7.28493)**Kefu Yi, Kai Luo, Xiaolei Luo et al.*118 citations*
38. **[Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding ↗](https://doi.org/10.1609/aaai.v38i10.29000)**Guoqing Chao, Yi Jiang, Dianhui Chu*117 citations*
39. **[TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning ↗](https://doi.org/10.1609/aaai.v38i12.29299)**Jiexi Liu, Songcan Chen*113 citations*
40. **[SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation ↗](https://doi.org/10.1609/aaai.v38i7.28514)**Wenxi Yue, Jing Zhang, Kun Yuan Hu et al.*112 citations*
41. **[Explicit Visual Prompts for Visual Object Tracking ↗](https://doi.org/10.1609/aaai.v38i5.28286)**Liangtao Shi, Bineng Zhong, Qihua Liang et al.*108 citations*
42. **[BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions ↗](https://doi.org/10.1609/aaai.v38i3.27999)**Wenbo Hu, Yifan Xu, Yi Li et al.*105 citations*
43. **[GPT4MTS: Prompt-based Large Language Model for Multimodal Time-series Forecasting ↗](https://doi.org/10.1609/aaai.v38i21.30383)**Furong Jia, Kevin Y. X. Wang, Yixiang Zheng et al.*101 citations*
44. **[An Empirical Study of CLIP for Text-Based Person Search ↗](https://doi.org/10.1609/aaai.v38i1.27801)**Min Cao, Yang Bai, Ziyin Zeng et al.*100 citations*
45. **[DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving ↗](https://doi.org/10.1609/aaai.v38i6.28370)**Tianqi Wang, Suk-Min Kim, Ji Wenxuan et al.*100 citations*
46. **[SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing ↗](https://doi.org/10.1609/aaai.v38i6.28393)**Zhecheng Wang, Rajanie Prabha, Tianyuan Huang et al.*97 citations*
47. **[Decoupled Contrastive Multi-View Clustering with High-Order Random Walks ↗](https://doi.org/10.1609/aaai.v38i13.29330)**Yiding Lu, Yijie Brittany Lin, Mouxing Yang et al.*96 citations*
48. **[MASTER: Market-Guided Stock Transformer for Stock Price Forecasting ↗](https://doi.org/10.1609/aaai.v38i1.27767)**Tong Li, Zhaoyang Liu, Yanyan Shen et al.*93 citations*
49. **[SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking ↗](https://doi.org/10.1609/aaai.v38i6.28386)**Yu-Hsiang Wang, Jun-Wei Hsieh, Ping-Yang Chen et al.*93 citations*
50. **[Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection ↗](https://doi.org/10.1609/aaai.v38i2.27829)**Zhongjie Ba, Qingyu Liu, Zhenguang Liu et al.*89 citations*
51. **[Temporal Adaptive RGBT Tracking with Modality Prompt ↗](https://doi.org/10.1609/aaai.v38i6.28352)**Hongyu Wang, Xiaotao Liu, Yifan Li et al.*87 citations*
52. **[FontDiffuser: One-Shot Font Generation via Denoising Diffusion with Multi-Scale Content Aggregation and Style Contrastive Learning ↗](https://doi.org/10.1609/aaai.v38i7.28482)**Zhenhua Yang, Dezhi Peng, Yuxin Kong et al.*86 citations*
53. **[Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting ↗](https://doi.org/10.1609/aaai.v38i16.29770)**Xinyan Guan, Yanjiang Liu, Hongyu Lin et al.*86 citations*
54. **[FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning ↗](https://doi.org/10.1609/aaai.v38i10.29007)**Haokun Chen, Yao Zhang, Denis Krompaß et al.*85 citations*
55. **[Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models ↗](https://doi.org/10.1609/aaai.v38i20.30232)**Antoine Louis, Gijs VAN DIJCK, Gerasimos Spanakis*85 citations*
56. **[Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks ↗](https://doi.org/10.1609/aaai.v38i8.28678)**Yingpeng Du, Di Luo, Rui Yan et al.*83 citations*
57. **[FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering ↗](https://doi.org/10.1609/aaai.v38i17.29823)**Zhenyu Li, Sunqi Fan, Yu Gu et al.*83 citations*
58. **[MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning ↗](https://doi.org/10.1609/aaai.v38i14.29540)**Yi Xin, Junlong Du, Qiang Wang et al.*83 citations*
59. **[Fast Machine Unlearning without Retraining through Selective Synaptic Dampening ↗](https://doi.org/10.1609/aaai.v38i11.29092)**Jack D. Foster, Stefan Schoepf, Alexandra Melike Brintrup*81 citations*
60. **[SkeletonGait: Gait Recognition Using Skeleton Maps ↗](https://doi.org/10.1609/aaai.v38i2.27933)**Chao Fan, Jingzhe Ma, Dongyang Jin et al.*81 citations*
61. **[LDMVFI: Video Frame Interpolation with Latent Diffusion Models ↗](https://doi.org/10.1609/aaai.v38i2.27912)**Duolikun Danier, Fan Zhang, David Bull*80 citations*
62. **[OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models](https://md.research.elamur.ai/free/en/papers/lee-2023-owq-outlier-aware-weight-quantization/)**Changhun Lee, Jungyu Jin, Taesu Kim et al.*80 citations · our summary*
63. **[Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation ↗](https://doi.org/10.1609/aaai.v38i2.27830)**Shuanghao Bai, Min Zhang, Wanqi Zhou et al.*80 citations*
64. **[FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update ↗](https://doi.org/10.1609/aaai.v38i12.29297)**Ji Liu, Juncheng Jia, Tianshi Che et al.*77 citations*
65. **[Generalized Planning in PDDL Domains with Pretrained Large Language Models ↗](https://doi.org/10.1609/aaai.v38i18.30006)**Tom Silver, Soham Dan, Kavitha Srinivas et al.*77 citations*
66. **[Bootstrapping Large Language Models for Radiology Report Generation ↗](https://doi.org/10.1609/aaai.v38i17.29826)**Chang Liu, Yuanhe Tian, Weidong Chen et al.*76 citations*
67. **[Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations ↗](https://doi.org/10.1609/aaai.v38i8.28769)**Likang Wu, Zhaopeng Qiu, Zhi Zheng et al.*76 citations*
68. **[Far3D: Expanding the Horizon for Surround-View 3D Object Detection ↗](https://doi.org/10.1609/aaai.v38i3.28033)**Xiaohui Jiang, Shuailin Li, Yingfei Liu et al.*76 citations*
69. **[MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators ↗](https://doi.org/10.1609/aaai.v38i7.28567)**Yaqi Zhang, Di Huang, Bin Liu et al.*76 citations*
70. **[DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection ↗](https://doi.org/10.1609/aaai.v38i7.28490)**Yunfan Ye, Kai Xu, Yuhang Huang et al.*75 citations*
71. **[AVSegFormer: Audio-Visual Segmentation with Transformer ↗](https://doi.org/10.1609/aaai.v38i11.29104)**Shengyi Gao, Zhe Chen, Guo Chen et al.*74 citations*
72. **[CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models ↗](https://doi.org/10.1609/aaai.v38i2.27890)**Zhongxi Chen, Ke Sun, Xianming Lin*73 citations*
73. **[Delving into Multimodal Prompting for Fine-Grained Visual Classification ↗](https://doi.org/10.1609/aaai.v38i3.28034)**Xin Jiang, Hao Tang, Junyao Gao et al.*73 citations*
74. **[HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting ↗](https://doi.org/10.1609/aaai.v38i11.29155)**Qihe Huang, Lei Shen, Ruixin Zhang et al.*73 citations*
75. **[Learning Cluster-Wise Anchors for Multi-View Clustering ↗](https://doi.org/10.1609/aaai.v38i15.29609)**Chao Zhang, Xiuyi Jia, Zechao Li et al.*71 citations*
76. **[Preference Ranking Optimization for Human Alignment](https://md.research.elamur.ai/free/en/papers/song-2023-preference-ranking-optimization-human-alignment/)**Feifan Song, Bowen Yu, Minghao Li et al.*71 citations · our summary*
77. **[MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning ↗](https://doi.org/10.1609/aaai.v38i15.29608)**Baoquan Zhang, Chuyao Luo, Demin Yu et al.*70 citations*
78. **[DiffusionTrack: Diffusion Model for Multi-Object Tracking ↗](https://doi.org/10.1609/aaai.v38i5.28192)**Run Luo, Zikai Song, Lintao Ma et al.*69 citations*
79. **[Fine-Grained Prototypes Distillation for Few-Shot Object Detection ↗](https://doi.org/10.1609/aaai.v38i6.28399)**Zichen Wang, Bo Yang, Haonan Yue et al.*69 citations*
80. **[LogFormer: A Pre-train and Tuning Pipeline for Log Anomaly Detection ↗](https://doi.org/10.1609/aaai.v38i1.27764)**Hongcheng Guo, Jian Yang, Jiaheng Liu et al.*69 citations*
81. **[VELMA: Verbalization Embodiment of LLM Agents for Vision and Language Navigation in Street View ↗](https://doi.org/10.1609/aaai.v38i17.29858)**Raphael Schumann, Wanrong Zhu, Weixi Feng et al.*68 citations*
82. **[BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving ↗](https://doi.org/10.1609/aaai.v38i9.28900)**Haicheng Liao, Zhenning Li, Huanming Shen et al.*67 citations*
83. **[Correlation Matching Transformation Transformers for UHD Image Restoration ↗](https://doi.org/10.1609/aaai.v38i6.28341)**Cong Wang, Jinshan Pan, Wei Wang et al.*67 citations*
84. **[ProAgent: Building Proactive Cooperative Agents with Large Language Models ↗](https://doi.org/10.1609/aaai.v38i16.29710)**Ceyao Zhang, Kaijie Yang, Siyi Hu et al.*67 citations*
85. **[Can LLM Replace Stack Overflow? A Study on Robustness and Reliability of Large Language Model Code Generation ↗](https://doi.org/10.1609/aaai.v38i19.30185)**Li Zhong, Zilong Wang*65 citations*
86. **[MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records ↗](https://doi.org/10.1609/aaai.v38i20.30205)**Scott L. Fleming, Alejandro Lozano, William J. Haberkorn et al.*65 citations*
87. **[ArtBank: Artistic Style Transfer with Pre-trained Diffusion Model and Implicit Style Prompt Bank ↗](https://doi.org/10.1609/aaai.v38i7.28570)**Zhanjie Zhang, Quanwei Zhang, Xing Wei et al.*64 citations*
88. **[Constructing Dreams Using Generative AI ↗](https://doi.org/10.1609/aaai.v38i21.30374)**Safinah Ali, Prerna Ravi, Randi Williams et al.*64 citations*
89. **[FFT-Based Dynamic Token Mixer for Vision ↗](https://doi.org/10.1609/aaai.v38i14.29457)**Yuki Tatsunami, Masato Taki*64 citations*
90. **[PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology ↗](https://doi.org/10.1609/aaai.v38i5.28308)**Yuxuan Sun, Chenglu Zhu, Sunyi Zheng et al.*64 citations*
91. **[Temporal Graph Contrastive Learning for Sequential Recommendation ↗](https://doi.org/10.1609/aaai.v38i8.28789)**Shengzhe Zhang, Liyi Chen, Chao Wang et al.*64 citations*
92. **[Generative-Based Fusion Mechanism for Multi-Modal Tracking ↗](https://doi.org/10.1609/aaai.v38i6.28325)**Zhangyong Tang, Tianyang Xu, Xiao‐Jun Wu et al.*63 citations*
93. **[High-Order Structure Based Middle-Feature Learning for Visible-Infrared Person Re-identification ↗](https://doi.org/10.1609/aaai.v38i5.28259)**Liuxiang Qiu, Si Chen, Yan Yan et al.*63 citations*
94. **[Plug-In Diffusion Model for Sequential Recommendation ↗](https://doi.org/10.1609/aaai.v38i8.28736)**Haokai Ma, Ruobing Xie, Lei Meng et al.*63 citations*
95. **[VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding ↗](https://doi.org/10.1609/aaai.v38i14.29541)**Yi Xin, Junlong Du, Qiang Wang et al.*63 citations*
96. **[Dynamic Semantic-Based Spatial Graph Convolution Network for Skeleton-Based Human Action Recognition ↗](https://doi.org/10.1609/aaai.v38i6.28440)**Jianyang Xie, Yanda Meng, Yitian Zhao et al.*62 citations*
97. **[TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight Detection ↗](https://doi.org/10.1609/aaai.v38i5.28304)**Hao Sun, Mingyao Zhou, Wenjing Chen et al.*62 citations*
98. **[A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities ↗](https://doi.org/10.1609/aaai.v38i9.28871)**Mingcheng Li, Dingkang Yang, Yuxuan Lei et al.*61 citations*
99. **[AMSP-UOD: When Vortex Convolution and Stochastic Perturbation Meet Underwater Object Detection ↗](https://doi.org/10.1609/aaai.v38i7.28599)**Jingchun Zhou, Zongxin He, Kin‐Man Lam et al.*61 citations*
100. **[Graph Neural Prompting with Large Language Models ↗](https://doi.org/10.1609/aaai.v38i17.29875)**Yijun Tian, Huan Song, Zichen Wang et al.*61 citations*

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