---
title: "KDD 2024 — all accepted papers, page 4 — the most cited first"
description: "All 642 papers of KDD 2024 · page 4 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 4 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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301. **[Bringing Multimodality to Amazon Visual Search System ↗](https://doi.org/10.1145/3637528.3671640)**Xinliang Zhu, Sheng-Wei Huang, Han Ding et al.*6 citations*
302. **[CAT: Interpretable Concept-based Taylor Additive Models ↗](https://doi.org/10.1145/3637528.3672020)**Viet Duong, Qiong Wu, Zhengyi Zhou et al.*6 citations*
303. **[Chaining Text-to-Image and Large Language Model: A Novel Approach for Generating Personalized e-commerce Banners ↗](https://doi.org/10.1145/3637528.3671636)**Shanu Vashishtha, Abhinav Prakash, Lalitesh Morishetti et al.*6 citations*
304. **[Consistency and Discrepancy-Based Contrastive Tripartite Graph Learning for Recommendations ↗](https://doi.org/10.1145/3637528.3672056)**Linxin Guo, Yaochen Zhu, Min Gao et al.*6 citations*
305. **[Controllable Multi-Behavior Recommendation for In-Game Skins with Large Sequential Model ↗](https://doi.org/10.1145/3637528.3671572)**Yanjie Gou, Yuanzhou Yao, Zhao Zhang et al.*6 citations*
306. **[Conversational Dueling Bandits in Generalized Linear Models ↗](https://doi.org/10.1145/3637528.3671892)**Shuhua Yang, Hui Yuan, Xiaoying Zhang et al.*6 citations*
307. **[Dataset Condensation for Time Series Classification via Dual Domain Matching ↗](https://doi.org/10.1145/3637528.3671675)**Zhanyu Liu, Ke Hao, Guanjie Zheng et al.*6 citations*
308. **[Decomposed Attention Segment Recurrent Neural Network for Orbit Prediction ↗](https://doi.org/10.1145/3637528.3671546)**Seungwon Jeong, Soyeon Woo, Dae-Won Chung et al.*6 citations*
309. **[Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce ↗](https://doi.org/10.1145/3637528.3671559)**Zhe Lin, Jiwei Tan, Dan Ou et al.*6 citations*
310. **[DuMapNet: An End-to-End Vectorization System for City-Scale Lane-Level Map Generation ↗](https://doi.org/10.1145/3637528.3671579)**Deguo Xia, Weiming Zhang, Xiyan Liu et al.*6 citations*
311. **[Face4Rag: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese ↗](https://doi.org/10.1145/3637528.3671656)**Yunqi Xu, Tianchi Cai, Jiyan Jiang et al.*6 citations*
312. **[Fast Computation for the Forest Matrix of an Evolving Graph ↗](https://doi.org/10.1145/3637528.3671822)**Haoxin Sun, Xiaotian Zhou, Zhongzhi Zhang*6 citations*
313. **[GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security ↗](https://doi.org/10.1145/3637528.3671602)**Xuanqing Liu, Runhui Wang, Yang Song et al.*6 citations*
314. **[GradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting ↗](https://doi.org/10.1145/3637528.3671585)**Yimeng Bai, Yang Zhang, Fuli Feng et al.*6 citations*
315. **[Large Scale Hierarchical Industrial Demand Time-Series Forecasting incorporating Sparsity ↗](https://doi.org/10.1145/3637528.3671632)**Harshavardhan Kamarthi, Aditya B. Sasanur, Xinjie Tong et al.*6 citations*
316. **[Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data ↗](https://doi.org/10.1145/3637528.3672023)**Ziyi Zhang, Shaogang Ren, Xiaoning Qian et al.*6 citations*
317. **[MemMap: An Adaptive and Latent Memory Structure for Dynamic Graph Learning ↗](https://doi.org/10.1145/3637528.3672060)**Shuo Ji, Mingzhe Liu, Leilei Sun et al.*6 citations*
318. **[Meta Clustering of Neural Bandits ↗](https://doi.org/10.1145/3637528.3671691)**Yikun Ban, Yunzhe Qi, Tianxin Wei et al.*6 citations*
319. **[Modeling User Retention through Generative Flow Networks ↗](https://doi.org/10.1145/3637528.3671531)**Ziru Liu, Shuchang Liu, Bin Yang et al.*6 citations*
320. **[Ontology Enrichment for Effective Fine-grained Entity Typing ↗](https://doi.org/10.1145/3637528.3671857)**Siru Ouyang, Jiaxin Huang, Pranav Vinod Pillai et al.*6 citations*
321. **[POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning ↗](https://doi.org/10.1145/3637528.3671721)**Junxiang Wang, Guangji Bai, Wei Dong Cheng et al.*6 citations*
322. **[Practical Machine Learning for Streaming Data ↗](https://doi.org/10.1145/3637528.3671442)**Heitor Murilo Gomes, Albert Bifet*6 citations*
323. **[R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models ↗](https://doi.org/10.1145/3637528.3671564)**Shangqing Tu, Yuanchun Wang, Jifan Yu et al.*6 citations*
324. **[RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks ↗](https://doi.org/10.1145/3637528.3671993)**Seong-Hyeon Hwang, Minsu Kim, Steven Euijong Whang*6 citations*
325. **[RHiOTS: A Framework for Evaluating Hierarchical Time Series Forecasting Algorithms ↗](https://doi.org/10.1145/3637528.3672062)**Luís Roque, Carlos Soares, Luı́s Torgo*6 citations*
326. **[ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions ↗](https://doi.org/10.1145/3637528.3671816)**Zhichen Lai, Dalin Zhang, Huan Li et al.*6 citations*
327. **[Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Broad Physical Dynamics Learning ↗](https://doi.org/10.1145/3637528.3671957)**Zinan Zheng, Yang Liu, Jia Li et al.*6 citations*
328. **[TACCO: Task-guided Co-clustering of Clinical Concepts and Patient Visits for Disease Subtyping based on EHR Data ↗](https://doi.org/10.1145/3637528.3671594)**Ziyang Zhang, Hejie Cui, Ran Xu et al.*6 citations*
329. **[Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks ↗](https://doi.org/10.1145/3637528.3671790)**Feiyang Xu, Shunyu Liu, Yunpeng Qing et al.*6 citations*
330. **[Understanding Inter-Session Intentions via Complex Logical Reasoning ↗](https://doi.org/10.1145/3637528.3671808)**Jiaxin Bai, Chen Luo, Zheng Li et al.*6 citations*
331. **[Unsupervised Heterogeneous Graph Rewriting Attack via Node Clustering ↗](https://doi.org/10.1145/3637528.3671716)**Haosen Wang, Can Xu, Chenglong Shi et al.*6 citations*
332. **[Using Self-supervised Learning Can Improve Model Fairness ↗](https://doi.org/10.1145/3637528.3671991)**Sofia Yfantidou, Dimitris Spathis, Marios Constantinides et al.*6 citations*
333. **[A Deep Prediction Framework for Multi-Source Information via Heterogeneous GNN ↗](https://doi.org/10.1145/3637528.3671966)**Zhen Wu, Jingya Zhou, Jinghui Zhang et al.*5 citations*
334. **[A Tutorial on Multi-Armed Bandit Applications for Large Language Models ↗](https://doi.org/10.1145/3637528.3671440)**Djallel Bouneffouf, Raphaël Féraud*5 citations*
335. **[AIM: Attributing, Interpreting, Mitigating Data Unfairness ↗](https://doi.org/10.1145/3637528.3671797)**Zhining Liu, Ruizhong Qiu, Zhichen Zeng et al.*5 citations*
336. **[AdaRD: An Adaptive Response Denoising Framework for Robust Learner Modeling ↗](https://doi.org/10.1145/3637528.3671684)**Fangzhou Yao, Qi Liu, Linan Yue et al.*5 citations*
337. **[Advances in Human Event Modeling: From Graph Neural Networks to Language Models ↗](https://doi.org/10.1145/3637528.3671466)**Songgaojun Deng, Maarten de Rijke, Yue Ning*5 citations*
338. **[AnyLoss: Transforming Classification Metrics into Loss Functions ↗](http://dx.doi.org/10.1145/3637528.3672017)**Doheon Han, Nuno Moniz, Nitesh V. Chawla*5 citations*
339. **[Automated Mining of Structured Knowledge from Text in the Era of Large Language Models ↗](https://doi.org/10.1145/3637528.3671469)**Yunyi Zhang, Ming Zhong, Siru Ouyang et al.*5 citations*
340. **[Capturing Homogeneous Influence among Students: Hypergraph Cognitive Diagnosis for Intelligent Education Systems ↗](https://doi.org/10.1145/3637528.3672002)**Junhao Shen, Hong Qian, Shuo Liu et al.*5 citations*
341. **[Conditional Logical Message Passing Transformer for Complex Query Answering ↗](https://doi.org/10.1145/3637528.3671869)**Chongzhi Zhang, Zhiping Peng, Junhao Zheng et al.*5 citations*
342. **[Customizing Graph Neural Network for CAD Assembly Recommendation ↗](https://doi.org/10.1145/3637528.3671788)**Fengqi Liang, Huan Zhao, Yuhan Quan et al.*5 citations*
343. **[DARE to Diversify: DAta Driven and Diverse LLM REd Teaming ↗](https://doi.org/10.1145/3637528.3671444)**Manish Nagireddy, Bernat Guillén Pegueroles, Ioana Baldini*5 citations*
344. **[Decision Focused Causal Learning for Direct Counterfactual Marketing Optimization ↗](https://doi.org/10.1145/3637528.3672353)**Hao Zhou, Rongxiao Huang, Shaoming Li et al.*5 citations*
345. **[DiffCrime: A Multimodal Conditional Diffusion Model for Crime Risk Map Inference ↗](https://doi.org/10.1145/3637528.3671843)**Shuliang Wang, Xinyu Pan, Sijie Ruan et al.*5 citations*
346. **[Dual-Assessment Driven Pruning: Iterative Optimizing Layer-wise Sparsity for Large Language Model ↗](https://doi.org/10.1145/3637528.3671780)**Qinghui Sun, Weilun Wang, Zhu Yanni et al.*5 citations*
347. **[Dynamic Hotel Pricing at Online Travel Platforms: A Popularity and Competitiveness Aware Demand Learning Approach ↗](http://dx.doi.org/10.1145/3637528.3671921)**Fanwei Zhu, Wendong Xiao, Yao Yu et al.*5 citations*
348. **[Efficient Exploration of the Rashomon Set of Rule-Set Models ↗](https://doi.org/10.1145/3637528.3671818)**Martino Ciaperoni, Han Xiao, Aristides Gionis*5 citations*
349. **[Enhancing Personalized Headline Generation via Offline Goal-conditioned Reinforcement Learning with Large Language Models ↗](https://doi.org/10.1145/3637528.3671638)**Xiaoyu Tan, Leijun Cheng, Xihe Qiu et al.*5 citations*
350. **[Enhancing Pre-Ranking Performance: Tackling Intermediary Challenges in Multi-Stage Cascading Recommendation Systems ↗](https://doi.org/10.1145/3637528.3671580)**Jianping Wei, Yujie Zhou, Zhengwei Wu et al.*5 citations*
351. **[Evading Community Detection via Counterfactual Neighborhood Search ↗](https://doi.org/10.1145/3637528.3671896)**Andrea Bernini, Fabrizio Silvestri, Gabriele Tolomei*5 citations*
352. **[False Positives in A/B Tests ↗](https://doi.org/10.1145/3637528.3671631)**Ron Kohavi, Nanyu Chen*5 citations*
353. **[GeoMix: Towards Geometry-Aware Data Augmentation ↗](https://doi.org/10.1145/3637528.3671700)**Wentao Zhao, Qitian Wu, Chenxiao Yang et al.*5 citations*
354. **[GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection ↗](https://doi.org/10.1145/3637528.3671627)**Zhanguang Zhang, Didier Chételat, Joseph Cotnareanu et al.*5 citations*
355. **[Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive Learning ↗](https://doi.org/10.1145/3637528.3671787)**Zhijie Nie, Richong Zhang, Zhangchi Feng et al.*5 citations*
356. **[Joint Auction in the Online Advertising Market ↗](https://doi.org/10.1145/3637528.3671746)**Zhen Zhang, Weian Li, Yahui Lei et al.*5 citations*
357. **[LiMAML: Personalization of Deep Recommender Models via Meta Learning ↗](https://doi.org/10.1145/3637528.3671599)**Ruofan Wang, Prakruthi Prabhakar, Gaurav Srivastava et al.*5 citations*
358. **[Making Temporal Betweenness Computation Faster and Restless ↗](https://doi.org/10.1145/3637528.3671825)**Filippo Brunelli, Pierluigi Crescenzi, Laurent Viennot*5 citations*
359. **[Measuring an LLM's Proficiency at using APIs: A Query Generation Strategy ↗](https://doi.org/10.1145/3637528.3671592)**Ying Sheng, Sudeep Gandhe, Bhargav Kanagal et al.*5 citations*
360. **[Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection ↗](https://doi.org/10.1145/3637528.3672050)**Chunjing Xiao, Shikang Pang, Wenxin Tai et al.*5 citations*
361. **[Natural Language Explainable Recommendation with Robustness Enhancement ↗](https://doi.org/10.1145/3637528.3671781)**Jingsen Zhang, Jiakai Tang, Xu Chen et al.*5 citations*
362. **[PSMC: Provable and Scalable Algorithms for Motif Conductance Based Graph Clustering ↗](https://doi.org/10.1145/3637528.3671666)**Longlong Lin, Tao Jia, Zeli Wang et al.*5 citations*
363. **[Pre-train and Refine: Towards Higher Efficiency in K-Agnostic Community Detection without Quality Degradation ↗](https://doi.org/10.1145/3637528.3671686)**Meng Qin, Chaorui Zhang, Yu Gao et al.*5 citations*
364. **[Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space ↗](https://doi.org/10.1145/3637528.3671968)**Ruikun Li, Huandong Wang, Jinghua Piao et al.*5 citations*
365. **[QSketch: An Efficient Sketch for Weighted Cardinality Estimation in Streams ↗](https://doi.org/10.1145/3637528.3671695)**Yiyan Qi, Rundong Li, Pinghui Wang et al.*5 citations*
366. **[Recent and Upcoming Developments in Randomized Numerical Linear Algebra for Machine Learning ↗](https://doi.org/10.1145/3637528.3671461)**Michał Dereziński, Michael W. Mahoney*5 citations*
367. **[Representation Learning of Temporal Graphs with Structural Roles ↗](https://doi.org/10.1145/3637528.3671854)**Huaming Du, Long Qing Shi, Xingyan Chen et al.*5 citations*
368. **[RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network ↗](https://doi.org/10.1145/3637528.3671895)**Yunbo Hou, Haoran Ye, Yingxue Zhang et al.*5 citations*
369. **[Scalable Multitask Learning Using Gradient-based Estimation of Task Affinity ↗](https://doi.org/10.1145/3637528.3671835)**Dongyue Li, Aneesh Sharma, Hongyang Zhang*5 citations*
370. **[Scalable Temporal Motif Densest Subnetwork Discovery ↗](https://doi.org/10.1145/3637528.3671889)**Ilie Sarpe, Fabio Vandin, Aristides Gionis*5 citations*
371. **[SentHYMNent: An Interpretable and Sentiment-Driven Model for Algorithmic Melody Harmonization ↗](https://doi.org/10.1145/3637528.3671626)**Stephen Hahn, Jerry Yin, Rico Zhu et al.*5 citations*
372. **[Spuriousness-Aware Meta-Learning for Learning Robust Classifiers ↗](https://doi.org/10.1145/3637528.3672006)**Guangtao Zheng, Wenqian Ye, Aidong Zhang*5 citations*
373. **[Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models ↗](https://doi.org/10.1145/3637528.3671836)**Yuan Zhong, Xiaochen Wang, Jiaqi Wang et al.*5 citations*
374. **[TSC: A Simple Two-Sided Constraint against Over-Smoothing ↗](https://doi.org/10.1145/3637528.3671954)**Furong Peng, Kang Liu, Xuan Lu et al.*5 citations*
375. **[Temporal Uplift Modeling for Online Marketing ↗](https://doi.org/10.1145/3637528.3671560)**Xin Zhang, Kai Wang, Zengmao Wang et al.*5 citations*
376. **[Towards Test Time Adaptation via Calibrated Entropy Minimization ↗](https://doi.org/10.1145/3637528.3671672)**Hao Yang, Min Wang, Jinshen Jiang et al.*5 citations*
377. **[Unveiling Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data ↗](https://doi.org/10.1145/3637528.3672013)**Hanyang Yuan, Jiarong Xu, Cong Wang et al.*5 citations*
378. **[Uplift Modelling via Gradient Boosting ↗](https://doi.org/10.1145/3637528.3672019)**Bulat Ibragimov, Anton Vakhrushev*5 citations*
379. **[Where Have You Been? A Study of Privacy Risk for Point-of-Interest Recommendation ↗](https://doi.org/10.1145/3637528.3671758)**Kunlin Cai, Jinghuai Zhang, Zhiqing Hong et al.*5 citations*
380. **[XRL-Bench: A Benchmark for Evaluating and Comparing Explainable Reinforcement Learning Techniques ↗](https://doi.org/10.1145/3637528.3671595)**Yu Xiong, Zhipeng Hu, Ye Huang et al.*5 citations*
381. **[A Fast Exact Algorithm to Enumerate Maximal Pseudo-cliques in Large Sparse Graphs ↗](https://doi.org/10.1145/3637528.3672066)**Ahsanur Rahman, Kalyan Roy, Ramiza Maliha et al.*4 citations*
382. **[A Hands-on Introduction to Time Series Classification and Regression ↗](https://doi.org/10.1145/3637528.3671443)**Anthony J. Bagnall, Matthew Middlehurst, Germain Forestier et al.*4 citations*
383. **[A Self-boosted Framework for Calibrated Ranking ↗](https://doi.org/10.1145/3637528.3671570)**Shunyu Zhang, Hu Liu, Wentian Bao et al.*4 citations*
384. **[AGS-GNN: Attribute-guided Sampling for Graph Neural Networks ↗](https://doi.org/10.1145/3637528.3671940)**Siddhartha Shankar Das, S M Ferdous, Mahantesh M. Halappanavar et al.*4 citations*
385. **[Asynchronous Vertical Federated Learning for Kernelized AUC Maximization ↗](https://doi.org/10.1145/3637528.3671930)**Ke Zhang, Ganyu Wang, Han Li et al.*4 citations*
386. **[Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Leman Go Indifferent ↗](https://doi.org/10.1145/3637528.3671890)**Lorenz Kummer, Samir Moustafa, Sebastian Schrittwieser et al.*4 citations*
387. **[BacktrackSTL: Ultra-Fast Online Seasonal-Trend Decomposition with Backtrack Technique ↗](https://doi.org/10.1145/3637528.3671510)**Haoyu Wang, Hongke Guo, Zhaoliang Zhu et al.*4 citations*
388. **[Causal Machine Learning for Cost-Effective Allocation of Development Aid ↗](https://doi.org/10.1145/3637528.3671551)**Milan Kuzmanovic, Dennis Frauen, Tobias Hatt et al.*4 citations*
389. **[Compact Decomposition of Irregular Tensors for Data Compression: From Sparse to Dense to High-Order Tensors ↗](https://doi.org/10.1145/3637528.3671846)**Taehyung Kwon, Jihoon Ko, Jinhong Jung et al.*4 citations*
390. **[Conformal Counterfactual Inference under Hidden Confounding ↗](https://doi.org/10.1145/3637528.3671976)**Zonghao Chen, Ruocheng Guo, Jean-François Ton et al.*4 citations*
391. **[Counterfactual Generative Models for Time-Varying Treatments ↗](https://doi.org/10.1145/3637528.3671950)**Shenghao Wu, Wenbin Zhou, Minshuo Chen et al.*4 citations*
392. **[DPHGNN: A Dual Perspective Hypergraph Neural Networks ↗](https://doi.org/10.1145/3637528.3672047)**Siddhant Saxena, Shounak Ghatak, Raghu Kolla et al.*4 citations*
393. **[DPSW-Sketch: A Differentially Private Sketch Framework for Frequency Estimation over Sliding Windows ↗](https://doi.org/10.1145/3637528.3671694)**Yiping Wang, Yanhao Wang, Cen Chen*4 citations*
394. **[Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs ↗](https://doi.org/10.1145/3637528.3671980)**Hao Li, H. J. Jiang, Jiajun Fan et al.*4 citations*
395. **[Efficient Discovery of Time Series Motifs under both Length Differences and Warping ↗](https://doi.org/10.1145/3637528.3671726)**Makoto Imamura, Takaaki Nakamura*4 citations*
396. **[Efficient and Long-Tailed Generalization for Pre-trained Vision-Language Model ↗](https://doi.org/10.1145/3637528.3671945)**Jiang-Xin Shi, Chi Zhang, Tong Wei et al.*4 citations*
397. **[Embedding Two-View Knowledge Graphs with Class Inheritance and Structural Similarity ↗](https://doi.org/10.1145/3637528.3671941)**Kyuhwan Yeom, Hyeongjun Yang, Gayeon Park et al.*4 citations*
398. **[Fast Unsupervised Deep Outlier Model Selection with Hypernetworks ↗](https://doi.org/10.1145/3637528.3672003)**Xueying Ding, Yue Zhao, Leman Akoglu*4 citations*
399. **[Hierarchical Knowledge Guided Fault Intensity Diagnosis of Complex Industrial Systems ↗](https://doi.org/10.1145/3637528.3671610)**Yu Sha, Shuiping Gou, Bo Liu et al.*4 citations*
400. **[Killing Two Birds with One Stone: Cross-modal Reinforced Prompting for Graph and Language Tasks ↗](https://doi.org/10.1145/3637528.3671742)**Wenyuan Jiang, Wenwei Wu, Le Zhang et al.*4 citations*

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