---
title: "KDD 2024 — all accepted papers, page 3 — the most cited first"
description: "All 642 papers of KDD 2024 · page 3 of 7, the most cited first; those with our summary link to it."
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# KDD 2024: all accepted papers

642 papers · page 3 of 7 · the most cited first · [← KDD 2024](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2024/)

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201. **[Understanding the Ranking Loss for Recommendation with Sparse User Feedback ↗](https://doi.org/10.1145/3637528.3671565)**Zhutian Lin, Junwei Pan, Shangyu Zhang et al.*11 citations*
202. **[Choosing a Proxy Metric from Past Experiments ↗](https://doi.org/10.1145/3637528.3671543)**Nilesh Tripuraneni, Lee F. Richardson, Alexander D’Amour et al.*10 citations*
203. **[DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback ↗](https://doi.org/10.1145/3637528.3671701)**Yiqing Wu, Ruobing Xie, Zhao Zhang et al.*10 citations*
204. **[DiffusionE: Reasoning on Knowledge Graphs via Diffusion-based Graph Neural Networks ↗](https://doi.org/10.1145/3637528.3671997)**Zongsheng Cao, Jing Li, Zigan Wang et al.*10 citations*
205. **[Enabling Collaborative Test-Time Adaptation in Dynamic Environment via Federated Learning ↗](https://doi.org/10.1145/3637528.3671908)**Jiayuan Zhang, Xuefeng Liu, Yukang Zhang et al.*10 citations*
206. **[FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting ↗](https://doi.org/10.1145/3637528.3671713)**Xinyu Zhang, Shanshan Feng, Jianghong Ma et al.*10 citations*
207. **[Fast and Accurate Domain Adaptation for Irregular Tensor Decomposition ↗](https://doi.org/10.1145/3637528.3671670)**Junghun Kim, Ka Hyun Park, Jun-Gi Jang et al.*10 citations*
208. **[FusionSF: Fuse Heterogeneous Modalities in a Vector Quantized Framework for Robust Solar Power Forecasting ↗](https://doi.org/10.1145/3637528.3671509)**Ziqing Ma, Wenwei Wang, Tian Zhou et al.*10 citations*
209. **[Inference Optimization of Foundation Models on AI Accelerators ↗](https://doi.org/10.1145/3637528.3671465)**Youngsuk Park, Kailash Budhathoki, Liangfu Chen et al.*10 citations*
210. **[Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge ↗](https://doi.org/10.1145/3637528.3672043)**Yizhen Luo, Kai Yang, Massimo Hong et al.*10 citations*
211. **[MISP: A Multimodal-based Intelligent Server Failure Prediction Model for Cloud Computing Systems ↗](https://doi.org/10.1145/3637528.3671568)**Xianting Lu, Yunong Wang, Yu Fu et al.*10 citations*
212. **[Marrying Dialogue Systems with Data Visualization: Interactive Data Visualization Generation from Natural Language Conversations ↗](https://doi.org/10.1145/3637528.3671935)**Yuanfeng Song, Xuefang Zhao, Raymond Chi-Wing Wong*10 citations*
213. **[Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and Generalization ↗](https://doi.org/10.1145/3637528.3671880)**Haohui Wang, Baoyu Jing, Kaize Ding et al.*10 citations*
214. **[Maximum-Entropy Regularized Decision Transformer with Reward Relabelling for Dynamic Recommendation ↗](https://doi.org/10.1145/3637528.3671750)**Xiaocong Chen, Siyu Wang, Lina Yao*10 citations*
215. **[Probabilistic Attention for Sequential Recommendation ↗](https://doi.org/10.1145/3637528.3671733)**Y. B. Liu, Christian Walder, Lexing Xie et al.*10 citations*
216. **[RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning ↗](https://doi.org/10.1145/3637528.3671644)**Congyun Jin, Ming Zhang, Weixiao Ma et al.*10 citations*
217. **[Reserving-Masking-Reconstruction Model for Self-Supervised Heterogeneous Graph Representation ↗](https://doi.org/10.1145/3637528.3671719)**Haoran Duan, Cheng Xie, Linyu Li*10 citations*
218. **[Resurrecting Label Propagation for Graphs with Heterophily and Label Noise ↗](https://doi.org/10.1145/3637528.3671774)**Yao Cheng, Caihua Shan, Yifei Shen et al.*10 citations*
219. **[SimDiff: Simple Denoising Probabilistic Latent Diffusion Model for Data Augmentation on Multi-modal Knowledge Graph ↗](https://doi.org/10.1145/3637528.3671769)**Ran Li, Shimin Di, Lei Chen et al.*10 citations*
220. **[A Hierarchical and Disentangling Interest Learning Framework for Unbiased and True News Recommendation ↗](https://doi.org/10.1145/3637528.3671944)**Shoujin Wang, Wentao Wang, Xiuzhen Zhang et al.*9 citations*
221. **[Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction ↗](https://doi.org/10.1145/3637528.3671770)**Ke Cheng, Peng Linzhi, Junchen Ye et al.*9 citations*
222. **[Cross-Domain LifeLong Sequential Modeling for Online Click-Through Rate Prediction ↗](https://doi.org/10.1145/3637528.3671601)**Ruijie Hou, Zhaoyang Yang, Yu Ming et al.*9 citations*
223. **[DAG: Deep Adaptive and Generative K -Free Community Detection on Attributed Graphs ↗](https://doi.org/10.1145/3637528.3671615)**Chang Liu, Yuwen Yang, Yue Ding et al.*9 citations*
224. **[DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization ↗](https://doi.org/10.1145/3637528.3671878)**Xin Yan Sun, Liang Wang, Qiang Liu et al.*9 citations*
225. **[Efficient and Effective Implicit Dynamic Graph Neural Network ↗](https://doi.org/10.1145/3637528.3672026)**Yongjian Zhong, Hieu Vu, Tianbao Yang et al.*9 citations*
226. **[FLAIM: AIM-based Synthetic Data Generation in the Federated Setting ↗](https://doi.org/10.1145/3637528.3671990)**Samuel Maddock, Graham Cormode, Carsten R. Maple*9 citations*
227. **[FUGNN: Harmonizing Fairness and Utility in Graph Neural Networks ↗](https://doi.org/10.1145/3637528.3671834)**Renqiang Luo, Huafei Huang, Shuo Yu et al.*9 citations*
228. **[Future Impact Decomposition in Request-level Recommendations ↗](https://doi.org/10.1145/3637528.3671506)**Xiaobei Wang, Shuchang Liu, Xueliang Wang et al.*9 citations*
229. **[Influence Maximization via Graph Neural Bandits ↗](https://doi.org/10.1145/3637528.3671983)**Yuting Feng, Vincent Y. F. Tan, Bogdan Cautis*9 citations*
230. **[Lookahead: An Inference Acceleration Framework for Large Language Model with Lossless Generation Accuracy ↗](https://doi.org/10.1145/3637528.3671614)**Yao Zhao, Zhitian Xie, Chen Liang et al.*9 citations*
231. **[NudgeRank: Digital Algorithmic Nudging for Personalized Health ↗](https://doi.org/10.1145/3637528.3671562)**Jodi Chiam, Aloysius Lim, Ankur M. Teredesai*9 citations*
232. **[One Fits All: Learning Fair Graph Neural Networks for Various Sensitive Attributes ↗](https://doi.org/10.1145/3637528.3672029)**Yuchang Zhu, Jintang Li, Yatao Bian et al.*9 citations*
233. **[Online Drift Detection with Maximum Concept Discrepancy ↗](https://doi.org/10.1145/3637528.3672016)**Ke Wan, Yi Liang, Susik Yoon*9 citations*
234. **[Optimizing Long-tailed Link Prediction in Graph Neural Networks through Structure Representation Enhancement ↗](https://doi.org/10.1145/3637528.3671864)**Yakun Wang, Daixin Wang, Hongrui Liu et al.*9 citations*
235. **[ProCom: A Few-shot Targeted Community Detection Algorithm ↗](https://doi.org/10.1145/3637528.3671749)**Xixi Wu, Kaiyu Xiong, Yun Xiong et al.*9 citations*
236. **[RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data ↗](https://doi.org/10.1145/3637528.3671881)**Chin‐Chia Michael Yeh, Yujie Fan, Xin Dai et al.*9 citations*
237. **[Repeat-Aware Neighbor Sampling for Dynamic Graph Learning ↗](https://doi.org/10.1145/3637528.3672001)**Tao Zou, Yuhao Mao, Junchen Ye et al.*9 citations*
238. **[Residual Multi-Task Learner for Applied Ranking ↗](https://doi.org/10.1145/3637528.3671523)**Cong Fu, Kun Wang, Jiahua Wu et al.*9 citations*
239. **[Rethinking Order Dispatching in Online Ride-Hailing Platforms ↗](https://doi.org/10.1145/3637528.3672028)**Zhaoxing Yang, Haiming Jin, Guiyun Fan et al.*9 citations*
240. **[Self-Explainable Temporal Graph Networks based on Graph Information Bottleneck ↗](https://doi.org/10.1145/3637528.3671962)**Sangwoo Seo, Sungwon Kim, Jihyeong Jung et al.*9 citations*
241. **[Self-Supervised Learning for Graph Dataset Condensation ↗](https://doi.org/10.1145/3637528.3671682)**Yuxiang Wang, Xiao Yan, Shiyu Jin et al.*9 citations*
242. **[SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing ↗](https://doi.org/10.1145/3637528.3671586)**Changchang Yin, Pin-Yu Chen, Bingsheng Yao et al.*9 citations*
243. **[Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs ↗](https://doi.org/10.1145/3637528.3671964)**Jiahuan Yan, Jintai Chen, Qianxing Wang et al.*9 citations*
244. **[Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach ↗](https://doi.org/10.1145/3637528.3671848)**Yicong Li, Yu Yang, Jiannong Cao et al.*9 citations*
245. **[VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection ↗](https://doi.org/10.1145/3637528.3671527)**Fei Xiao, Shaofeng Cai, Gang Chen et al.*9 citations*
246. **[VertiMRF: Differentially Private Vertical Federated Data Synthesis ↗](https://doi.org/10.1145/3637528.3671771)**Fangyuan Zhao, Zitao Li, Xuebin Ren et al.*9 citations*
247. **[Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions ↗](https://doi.org/10.1145/3637528.3671784)**Yaqing Wang, Hongming Piao, Daxiang Dong et al.*9 citations*
248. **[When Box Meets Graph Neural Network in Tag-aware Recommendation ↗](https://doi.org/10.1145/3637528.3671973)**Fake Lin, Ziwei Zhao, Xi Zhu et al.*9 citations*
249. **[A Novel Prompt Tuning for Graph Transformers: Tailoring Prompts to Graph Topologies ↗](https://doi.org/10.1145/3637528.3671804)**Jingchao Wang, Zhengnan Deng, T. Lin et al.*8 citations*
250. **[Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark ↗](https://doi.org/10.1145/3637528.3671616)**Xiaowei Qian, Zhimeng Guo, Jialiang Li et al.*8 citations*
251. **[Algorithmic Fairness Generalization under Covariate and Dependence Shifts Simultaneously ↗](https://doi.org/10.1145/3637528.3671909)**Chen Zhao, Kai Jiang, Xintao Wu et al.*8 citations*
252. **[Auctions with LLM Summaries ↗](https://doi.org/10.1145/3637528.3672022)**Avinava Dubey, Zhe Feng, Rahul Kidambi et al.*8 citations*
253. **[Efficient and Effective Anchored Densest Subgraph Search: A Convex-programming based Approach ↗](https://doi.org/10.1145/3637528.3671727)**Xiaowei Ye, Rong-Hua Li, Lei Liang et al.*8 citations*
254. **[FreQuant: A Reinforcement-Learning based Adaptive Portfolio Optimization with Multi-frequency Decomposition ↗](https://doi.org/10.1145/3637528.3671668)**Jihyeong Jeon, Jiwon Park, Chanhee Park et al.*8 citations*
255. **[Harm Mitigation in Recommender Systems under User Preference Dynamics ↗](https://doi.org/10.1145/3637528.3671925)**Jerry Chee, Shankar Kalyanaraman, Sindhu Kiranmai Ernala et al.*8 citations*
256. **[Hate Speech Detection with Generalizable Target-aware Fairness ↗](https://doi.org/10.1145/3637528.3671821)**Tong Chen, Danny Wang, Xurong Liang et al.*8 citations*
257. **[Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective ↗](https://doi.org/10.1145/3637528.3671792)**Kai Guo, Hongzhi Wen, Wei Jin et al.*8 citations*
258. **[Learning Metrics that Maximise Power for Accelerated A/B-Tests ↗](https://doi.org/10.1145/3637528.3671512)**Olivier Jeunen, Aleksei Ustimenko*8 citations*
259. **[LiRank: Industrial Large Scale Ranking Models at LinkedIn ↗](https://doi.org/10.1145/3637528.3671561)**Fedor Borisyuk, Mingzhou Zhou, Qingquan Song et al.*8 citations*
260. **[MulSTE: A Multi-view Spatio-temporal Learning Framework with Heterogeneous Event Fusion for Demand-supply Prediction ↗](https://doi.org/10.1145/3637528.3672030)**Li Lin, Zhiqiang Lu, Shuai Wang et al.*8 citations*
261. **[Offline Imitation Learning with Model-based Reverse Augmentation ↗](https://doi.org/10.1145/3637528.3672059)**Jie-Jing Shao, Hao-Sen Shi, Lan-Zhe Guo et al.*8 citations*
262. **[Optimizing Novelty of Top-k Recommendations using Large Language Models and Reinforcement Learning ↗](https://doi.org/10.1145/3637528.3671618)**Amit Sharma, Hua Li, Xue Li et al.*8 citations*
263. **[TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics ↗](https://doi.org/10.1145/3637528.3671934)**Chang Liu, Jingtao Ding, Yiwen Song et al.*8 citations*
264. **[The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field ↗](https://doi.org/10.1145/3637528.3671766)**Kun Wang, Guohao Li, Shilong Wang et al.*8 citations*
265. **[Time-Aware Attention-Based Transformer (TAAT) for Cloud Computing System Failure Prediction ↗](https://doi.org/10.1145/3637528.3671547)**Lingfei Deng, Yunong Wang, Haoran Wang et al.*8 citations*
266. **[Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks ↗](https://doi.org/10.1145/3637528.3671838)**Y.M. Wang, Shunyu Liu, Tongya Zheng et al.*8 citations*
267. **[User Welfare Optimization in Recommender Systems with Competing Content Creators ↗](https://doi.org/10.1145/3637528.3672021)**Fan Yao, Yiming Liao, Mingzhe Wu et al.*8 citations*
268. **[A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction ↗](https://doi.org/10.1145/3637528.3671984)**Jiahui Gong, Jingtao Ding, Fanjin Meng et al.*7 citations*
269. **[ADSNet: Cross-Domain LTV Prediction with an Adaptive Siamese Network in Advertising ↗](https://doi.org/10.1145/3637528.3671612)**Ruize Wang, Hui Xu, Ying Cheng et al.*7 citations*
270. **[An Efficient Subgraph GNN with Provable Substructure Counting Power ↗](https://doi.org/10.1145/3637528.3671731)**Zuoyu Yan, Junru Zhou, L. Gao et al.*7 citations*
271. **[Artificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare ↗](https://doi.org/10.1145/3637528.3671497)**Shenda Hong, Daoxin Yin, Gongzheng Tang et al.*7 citations*
272. **[BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning ↗](https://doi.org/10.1145/3637528.3671879)**Yi Liu, Cong Wang, Xingliang Yuan*7 citations*
273. **[Beimingwu: A Learnware Dock System ↗](https://doi.org/10.1145/3637528.3671617)**Zhi-Hao Tan, Jian-Dong Liu, Xiao-Dong Bi et al.*7 citations*
274. **[Causal Inference with Latent Variables: Recent Advances and Future Prospectives ↗](https://doi.org/10.1145/3637528.3671450)**Yaochen Zhu, Yinhan He, Jing Ma et al.*7 citations*
275. **[DIET: Customized Slimming for Incompatible Networks in Sequential Recommendation ↗](https://doi.org/10.1145/3637528.3671669)**Kairui Fu, Shengyu Zhang, Zheqi Lv et al.*7 citations*
276. **[Effective Clustering on Large Attributed Bipartite Graphs ↗](https://doi.org/10.1145/3637528.3671764)**Renchi Yang, Yidu Wu, Xiaoyang Lin et al.*7 citations*
277. **[Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs ↗](https://doi.org/10.1145/3637528.3671805)**Hewen Wang, Renchi Yang, Xiaokui Xiao*7 citations*
278. **[FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation ↗](https://doi.org/10.1145/3637528.3671899)**Tong Xia, Abhirup Ghosh, Xinchi Qiu et al.*7 citations*
279. **[Fast Multidimensional Partial Fourier Transform with Automatic Hyperparameter Selection ↗](https://doi.org/10.1145/3637528.3671667)**Yong-chan Park, Jong-Jin Kim, U Kang*7 citations*
280. **[Gandalf: Learning Label-label Correlations in Extreme Multi-label Classification via Label Features ↗](https://doi.org/10.1145/3637528.3672063)**Siddhant Kharbanda, Devaansh Gupta, Erik Schultheis et al.*7 citations*
281. **[GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications ↗](https://doi.org/10.1145/3637528.3671603)**Da Zheng, Xiang Song, Qi Zhu et al.*7 citations*
282. **[Hierarchical Neural Constructive Solver for Real-world TSP Scenarios ↗](https://doi.org/10.1145/3637528.3672053)**Yong Liang Goh, Zhiguang Cao, Yining Ma et al.*7 citations*
283. **[Item-Difficulty-Aware Learning Path Recommendation: From a Real Walking Perspective ↗](https://doi.org/10.1145/3637528.3671947)**Haotian Zhang, Shuanghong Shen, Bihan Xu et al.*7 citations*
284. **[Latent Diffusion-based Data Augmentation for Continuous-Time Dynamic Graph Model ↗](https://doi.org/10.1145/3637528.3671863)**Yuxing Tian, Aiwen Jiang, Qi Huang et al.*7 citations*
285. **[Learning the Covariance of Treatment Effects Across Many Weak Experiments ↗](https://doi.org/10.1145/3637528.3672034)**Aurélien Bibaut, Winston Chou, Simon Ejdemyr et al.*7 citations*
286. **[Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series ↗](https://doi.org/10.1145/3637528.3671760)**Kohei Obata, Koki Kawabata, Yasuko Matsubara et al.*7 citations*
287. **[Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling ↗](https://doi.org/10.1145/3637528.3671829)**Tianxiang Zhao, Dongsheng Luo, X. D. Zhang et al.*7 citations*
288. **[Mutual Distillation Extracting Spatial-temporal Knowledge for Lightweight Multi-channel Sleep Stage Classification ↗](https://doi.org/10.1145/3637528.3671981)**Ziyu Jia, Haichao Wang, Yucheng Liu et al.*7 citations*
289. **[Privileged Knowledge State Distillation for Reinforcement Learning-based Educational Path Recommendation ↗](https://doi.org/10.1145/3637528.3671872)**Qingyao Li, Wei Xia, Liang Yin et al.*7 citations*
290. **[Provable Adaptivity of Adam under Non-uniform Smoothness ↗](https://doi.org/10.1145/3637528.3671718)**Bohan Wang, Yushun Zhang, Huishuai Zhang et al.*7 citations*
291. **[The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs ↗](https://doi.org/10.1145/3637528.3671791)**Kun Wang, Guibin Zhang, Xinnan Zhang et al.*7 citations*
292. **[Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling ↗](https://doi.org/10.1145/3637528.3671877)**Siwei Zhang, Xi Chen, Yun Xiong et al.*7 citations*
293. **[Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification ↗](https://doi.org/10.1145/3637528.3671706)**Beini Xie, Heng Chang, Ziwei Zhang et al.*7 citations*
294. **[TrajRecovery: An Efficient Vehicle Trajectory Recovery Framework based on Urban-Scale Traffic Camera Records ↗](https://doi.org/10.1145/3637528.3671558)**Dongen Wu, Ziquan Fang, Qichen Sun et al.*7 citations*
295. **[URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering ↗](https://doi.org/10.1145/3637528.3671887)**格 遠藤, Ting Mao, Chen Shen et al.*7 citations*
296. **[A Hierarchical Context Augmentation Method to Improve Retrieval-Augmented LLMs on Scientific Papers ↗](https://doi.org/10.1145/3637528.3671847)**Tian-Yi Che, Xian-Ling Mao, Tian Lan et al.*6 citations*
297. **[An Energy-centric Framework for Category-free Out-of-distribution Node Detection in Graphs ↗](https://doi.org/10.1145/3637528.3671939)**Zheng Gong, Ying Qiu Sun*6 citations*
298. **[AsyncET: Asynchronous Representation Learning for Knowledge Graph Entity Typing ↗](https://doi.org/10.1145/3637528.3671832)**Yun-Cheng Wang, Xiou Ge, Bin Wang et al.*6 citations*
299. **[Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations ↗](https://doi.org/10.1145/3637528.3671715)**Shen Jiang, Guanghui Zhu, Yue Wang et al.*6 citations*
300. **[Balanced Confidence Calibration for Graph Neural Networks ↗](https://doi.org/10.1145/3637528.3671741)**Hao Yang, Min Wang, Qi Wang et al.*6 citations*

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