---
title: "KDD 2024 — all accepted papers, page 6 — the most cited first"
description: "All 642 papers of KDD 2024 · page 6 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 6 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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501. **[MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading ↗](https://doi.org/10.1145/3637528.3672064)**Chuqiao Zong, Chaojie Wang, Molei Qin et al.*2 citations*
502. **[Max-Min Diversification with Asymmetric Distances ↗](https://doi.org/10.1145/3637528.3671757)**Iiro Kumpulainen, Florian Adriaens, Nikolaj Tatti*2 citations*
503. **[Money Never Sleeps: Maximizing Liquidity Mining Yields in Decentralized Finance ↗](https://doi.org/10.1145/3637528.3671942)**Wangze Ni, Zhao Yiwei, Weijie Sun et al.*2 citations*
504. **[Online Preference Weight Estimation Algorithm with Vanishing Regret for Car-Hailing in Road Network ↗](https://doi.org/10.1145/3637528.3671664)**Yucen Gao, Zhehao Zhu, Mingqian Ma et al.*2 citations*
505. **[Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems ↗](https://doi.org/10.1145/3637528.3671786)**Zhichen Xiang, Hongke Zhao, Chuang Zhao et al.*2 citations*
506. **[Policy-Based Bayesian Active Causal Discovery with Deep Reinforcement Learning ↗](https://doi.org/10.1145/3637528.3671705)**Heyang Gao, Zexu Sun, Hao Yang et al.*2 citations*
507. **[Promoting Fairness and Priority in Selecting k -Winners Using IRV ↗](https://doi.org/10.1145/3637528.3671735)**Md Mouinul Islam, Soroush Vahidi, Baruch Schieber et al.*2 citations*
508. **[Reimagining Graph Classification from a Prototype View with Optimal Transport: Algorithm and Theorem ↗](https://doi.org/10.1145/3637528.3671696)**Chen Qian, Huayi Tang, Hong Liang et al.*2 citations*
509. **[RelKD 2024: The Second International Workshop on Resource-Efficient Learning for Knowledge Discovery ↗](https://doi.org/10.1145/3637528.3671487)**Chuxu Zhang, Dongkuan Xu, Kaize Ding et al.*2 citations*
510. **[Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method ↗](https://doi.org/10.1145/3637528.3671734)**Chen Yang, Sunhao Dai, Yupeng Hou et al.*2 citations*
511. **[Sketch-Based Replay Projection for Continual Learning ↗](https://doi.org/10.1145/3637528.3671714)**Jack Julian, Yun Sing Koh, Albert Bifet*2 citations*
512. **[Tackling Concept Shift in Text Classification using Entailment-style Modeling ↗](https://doi.org/10.1145/3637528.3671541)**Sumegh Roychowdhury, Karan Gupta, Siva Rajesh Kasa et al.*2 citations*
513. **[Text Matching Indexers in Taobao Search ↗](https://doi.org/10.1145/3637528.3671654)**S. X. Li, Fuyu Lv, Ruqing Zhang et al.*2 citations*
514. **[Transportation Marketplace Rate Forecast Using Signature Transform ↗](https://doi.org/10.1145/3637528.3671637)**Haotian Gu, Xin Guo, Timothy L. Jacobs et al.*2 citations*
515. **[Truthful Bandit Mechanisms for Repeated Two-stage Ad Auctions ↗](https://doi.org/10.1145/3637528.3671813)**Haoming Li, Yumou Liu, Zhenzhe Zheng et al.*2 citations*
516. **[Unifying Evolution, Explanation, and Discernment: A Generative Approach for Dynamic Graph Counterfactuals ↗](https://doi.org/10.1145/3637528.3671831)**Bardh Prenkaj, Mario Villaizán-Vallelado, Tobias Leemann et al.*2 citations*
517. **[Your Neighbor Matters: Towards Fair Decisions Under Networked Interference ↗](https://doi.org/10.1145/3637528.3671960)**Wenjing Yang, Haotian Wang, Haoxuan Li et al.*2 citations*
518. **[2nd Workshop on Causal Inference and Machine Learning in Practice ↗](https://doi.org/10.1145/3637528.3671483)**Jeong-Yoon Lee, Yifeng Wu, Totte Harinen et al.*1 citation*
519. **[3rd Workshop on End-End Customer Journey Optimization ↗](https://doi.org/10.1145/3637528.3671500)**Hongying Zhao, Mert Bay, Anbang Xu et al.*1 citation*
520. **[A Learned Generalized Geodesic Distance Function-Based Approach for Node Feature Augmentation on Graphs ↗](https://doi.org/10.1145/3637528.3671858)**Amitoz Azad, Yuan Fang*1 citation*
521. **[A Unified Core Structure in Multiplex Networks: From Finding the Densest Subgraph to Modeling User Engagement ↗](https://doi.org/10.1145/3637528.3672011)**Farnoosh Hashemi, Ali Behrouz*1 citation*
522. **[Achieving a Better Tradeoff in Multi-stage Recommender Systems through Personalization ↗](https://doi.org/10.1145/3637528.3671593)**Ariel Evnine, Stratis Ioannidis, Dimitris Kalimeris et al.*1 citation*
523. **[BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization ↗](https://doi.org/10.1145/3637528.3671933)**Zhongyi Pei, Zhiyao Cen, Yipeng Huang et al.*1 citation*
524. **[Bivariate Decision Trees: Smaller, Interpretable, More Accurate ↗](https://doi.org/10.1145/3637528.3671903)**Rasul Kairgeldin, Miguel Á. Carreira-Perpiñán*1 citation*
525. **[Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals ↗](https://doi.org/10.1145/3637528.3671833)**Marco Heyden, Vadim Arzamasov, Edouard Fouché et al.*1 citation*
526. **[Business Policy Experiments using Fractional Factorial Designs: Consumer Retention on DoorDash ↗](https://doi.org/10.1145/3637528.3671574)**Yixin Tang, Yicong Lin, Navdeep S. Sahni*1 citation*
527. **[CURLS: Causal Rule Learning for Subgroups with Significant Treatment Effect ↗](https://doi.org/10.1145/3637528.3671951)**Jiehui Zhou, Linxiao Yang, X. Liu et al.*1 citation*
528. **[Causal Subgraph Learning for Generalizable Inductive Relation Prediction ↗](https://doi.org/10.1145/3637528.3671972)**Li Mei, Xiaoguang Liu, Hua Ji et al.*1 citation*
529. **[CoLiDR: Co ncept L earn i ng using Aggregated D isentangled R epresentations ↗](https://doi.org/10.1145/3637528.3671938)**Sanchit Sinha, Guangzhi Xiong, Aidong Zhang*1 citation*
530. **[Communication-efficient Multi-service Mobile Traffic Prediction by Leveraging Cross-service Correlations ↗](https://doi.org/10.1145/3637528.3671730)**Zhiying Feng, Qiong Wu, Xu Chen*1 citation*
531. **[CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification ↗](https://doi.org/10.1145/3637528.3671515)**Lele Cao, Vilhelm von Ehrenheim, Mark Granroth-Wilding et al.*1 citation*
532. **[DipDNN: Preserving Inverse Consistency and Approximation Efficiency for Invertible Learning ↗](https://doi.org/10.1145/3637528.3672036)**Jingyi Yuan, Yang Weng, Erik Blasch*1 citation*
533. **[Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization ↗](https://doi.org/10.1145/3637528.3671590)**Bao Hoang, Yijiang Pang, Siqi Liang et al.*1 citation*
534. **[Distributional Network of Networks for Modeling Data Heterogeneity ↗](https://doi.org/10.1145/3637528.3671994)**Jun Wu, Jingrui He, Hanghang Tong*1 citation*
535. **[Effective Generation of Feasible Solutions for Integer Programming via Guided Diffusion ↗](https://doi.org/10.1145/3637528.3671783)**Hao Zeng, Jiaqi Wang, Avirup Das et al.*1 citation*
536. **[Efficient Decision Rule List Learning via Unified Sequence Submodular Optimization ↗](https://doi.org/10.1145/3637528.3671827)**Linxiao Yang, Jingbang Yang, Liang Sun*1 citation*
537. **[Enhancing Asymmetric Web Search through Question-Answer Generation and Ranking ↗](https://doi.org/10.1145/3637528.3671517)**Dezhi Ye, Jie Liu, Jiabin Fan et al.*1 citation*
538. **[Enhancing Contrastive Learning on Graphs with Node Similarity ↗](https://doi.org/10.1145/3637528.3671898)**Hongliang Chi, Yao Ma*1 citation*
539. **[Enhancing E-commerce Spelling Correction with Fine-Tuned Transformer Models ↗](https://doi.org/10.1145/3637528.3671625)**Arnab Dutta, Gleb Polushin, Xiaoshuang Zhang et al.*1 citation*
540. **[Expander Hierarchies for Normalized Cuts on Graphs ↗](https://doi.org/10.1145/3637528.3671978)**Kathrin Hanauer, Monika Rauch Henzinger, Robin Münk et al.*1 citation*
541. **[Explanatory Model Monitoring to Understand the Effects of Feature Shifts on Performance ↗](https://doi.org/10.1145/3637528.3671959)**T. Decker, Alexander Koebler, Michael Lebacher et al.*1 citation*
542. **[Fair Column Subset Selection ↗](https://doi.org/10.1145/3637528.3672005)**Antonis Matakos, Bruno Ordozgoiti, Suhas Thejaswi*1 citation*
543. **[FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph Analytics ↗](https://doi.org/10.1145/3637528.3671490)**Junyuan Hong, Carl Yang, Zhuangdi Zhu et al.*1 citation*
544. **[Generative AI in E-Commerce: What Can We Expect? ↗](https://doi.org/10.1145/3637528.3672503)**Haixun Wang*1 citation*
545. **[Graph Cross Supervised Learning via Generalized Knowledge ↗](https://doi.org/10.1145/3637528.3671830)**Xiangchi Yuan, Yijun Tian, Chunhui Zhang et al.*1 citation*
546. **[Handling Varied Objectives by Online Decision Making ↗](https://doi.org/10.1145/3637528.3671812)**Lanjihong Ma, Zhenyu Zhang, Yao-Xiang Ding et al.*1 citation*
547. **[Improving Robustness of Hyperbolic Neural Networks by Lipschitz Analysis ↗](https://doi.org/10.1145/3637528.3671875)**Yuekang Li, Yidan Mao, Yifei Yang et al.*1 citation*
548. **[LASCA: A Large-Scale Stable Customer Segmentation Approach to Credit Risk Assessment ↗](https://doi.org/10.1145/3637528.3671550)**Yongfeng Gu, Yupeng Wu, Huakang Lu et al.*1 citation*
549. **[Label Shift Correction via Bidirectional Marginal Distribution Matching ↗](https://doi.org/10.1145/3637528.3671867)**Ruidong Fan, Xiao Ouyang, Hong Tao et al.*1 citation*
550. **[Large Language Model with Curriculum Reasoning for Visual Concept Recognition ↗](https://doi.org/10.1145/3637528.3671653)**Y. J. Zhang, Xin Wang, Hong Chen et al.*1 citation*
551. **[Learn Together Stop Apart: An Inclusive Approach to Ensemble Pruning ↗](https://doi.org/10.1145/3637528.3672018)**Bulat Ibragimov, Gleb Gusev*1 citation*
552. **[Learning Causal Networks from Episodic Data ↗](https://doi.org/10.1145/3637528.3671999)**Osman Ali Mian, Sarah Mameche, Jilles Vreeken*1 citation*
553. **[Low Rank Multi-Dictionary Selection at Scale ↗](https://doi.org/10.1145/3637528.3671723)**Boya Ma, Maxwell J. McNeil, Abram Magner et al.*1 citation*
554. **[Mitigating Pooling Bias in E-commerce Search via False Negative Estimation ↗](https://doi.org/10.1145/3637528.3671630)**Xiaochen Wang, Xiao Xiao, Ruhan Zhang et al.*1 citation*
555. **[Model-Agnostic Random Weighting for Out-of-Distribution Generalization ↗](https://doi.org/10.1145/3637528.3671762)**Yue He, Pengfei Tian, Renzhe Xu et al.*1 citation*
556. **[Neural Collapse Inspired Debiased Representation Learning for Min-max Fairness ↗](https://doi.org/10.1145/3637528.3671902)**Shenyu Lu, Junyi Chai, Xiaoqian Wang*1 citation*
557. **[Next-generation Intelligent Assistants for Wearable Devices ↗](https://doi.org/10.1145/3637528.3672500)**Xin Luna Dong*1 citation*
558. **[On Finding Bi-objective Pareto-optimal Fraud Prevention Rule Sets for Fintech Applications ↗](https://doi.org/10.1145/3637528.3671521)**Chengyao Wen, Yin Lou*1 citation*
559. **[OntoType: Ontology-Guided and Pre-Trained Language Model Assisted Fine-Grained Entity Typing ↗](https://doi.org/10.1145/3637528.3671745)**Tanay Komarlu, Minhao Jiang, Xuan Wang et al.*1 citation*
560. **[PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization ↗](https://doi.org/10.1145/3637528.3671611)**Yuyang Ye, Lu‐An Tang, Haoyu Wang et al.*1 citation*
561. **[Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks ↗](https://doi.org/10.1145/3637528.3671912)**Wenying Duan, Tianxiang Fang, Hong Rao et al.*1 citation*
562. **[Predicting Cascading Failures with a Hyperparametric Diffusion Model ↗](https://doi.org/10.1145/3637528.3672048)**Bin Xiang, Bogdan Cautis, Xiaokui Xiao et al.*1 citation*
563. **[Preventing Strategic Behaviors in Collaborative Inference for Vertical Federated Learning ↗](https://doi.org/10.1145/3637528.3671663)**Yidan Xing, Zhenzhe Zheng, Fan Wu*1 citation*
564. **[Quantifying and Estimating the Predictability Upper Bound of Univariate Numeric Time Series ↗](https://doi.org/10.1145/3637528.3671995)**Jamal Mohammed, Michael H. Böhlen, Sven Helmer*1 citation*
565. **[Ranking with Slot Constraints ↗](http://dx.doi.org/10.1145/3637528.3672000)**Wentao Guo, A. Wang, Bradon Thymes et al.*1 citation*
566. **[STATE: A Robust ATE Estimator of Heavy-Tailed Metrics for Variance Reduction in Online Controlled Experiments ↗](https://doi.org/10.1145/3637528.3672352)**Hao Zhou, Kun Sun, Shaoming Li et al.*1 citation*
567. **[Sharing is Caring: A Practical Guide to FAIR(ER) Open Data Release ↗](https://doi.org/10.1145/3637528.3671468)**Amelia A. Henriksen, Miranda Mundt*1 citation*
568. **[SiGeo: Sub-One-Shot NAS via Geometry of Loss Landscape ↗](https://doi.org/10.1145/3637528.3671712)**Zheng Hua, Kuang-Hung Liu, Igor Fedorov et al.*1 citation*
569. **[Subspace Selection based Prompt Tuning with Nonconvex Nonsmooth Black-Box Optimization ↗](https://doi.org/10.1145/3637528.3671986)**Haozhen Zhang, Hualin Zhang, Bin Gu et al.*1 citation*
570. **[TSMO 2024: Two-sided Marketplace Optimization ↗](https://doi.org/10.1145/3637528.3671484)**Mihajlo Grbovic, Vladan Radosavljević, Minmin Chen et al.*1 citation*
571. **[Tackling Instance-Dependent Label Noise with Class Rebalance and Geometric Regularization ↗](https://doi.org/10.1145/3637528.3671707)**Shuzhi Cao, Jianfei Ruan, Bo Dong et al.*1 citation*
572. **[Television Discourse Decoded: Comprehensive Multimodal Analytics at Scale ↗](https://doi.org/10.1145/3637528.3671532)**Anmol Agarwal, Pratyush Priyadarshi, S. K. Sinha et al.*1 citation*
573. **[The 13th International Workshop on Urban Computing ↗](https://doi.org/10.1145/3637528.3671477)**Yuxuan Liang, Chuishi Meng, Yanhua Li et al.*1 citation*
574. **[The 4 th Workshop on Artificial Intelligence-enabled Cybersecurity Analytics ↗](https://doi.org/10.1145/3637528.3671494)**Steven Ullman, Benjamin Ampel, Sagar Samtani et al.*1 citation*
575. **[The Fourth International Workshop on Smart Data for Blockchain and Distributed Ledger (SDBD'24) ↗](https://doi.org/10.1145/3637528.3671475)**Feida Zhu, Jian Pei, Michael Zeller et al.*1 citation*
576. **[Towards Robust Information Extraction via Binomial Distribution Guided Counterpart Sequence ↗](https://doi.org/10.1145/3637528.3672067)**Yinhao Bai, Yuhua Zhao, Zijian Han et al.*1 citation*
577. **[Unraveling Block Maxima Forecasting Models with Counterfactual Explanation ↗](https://doi.org/10.1145/3637528.3671923)**Yue Deng, Asadullah Hill Galib, Pang‐Ning Tan et al.*1 citation*
578. **[Unsupervised Ranking Ensemble Model for Recommendation ↗](https://doi.org/10.1145/3637528.3671598)**Wenhui Yu, Bingqi Liu, Bin Xia et al.*1 citation*
579. **[Weather Knows What Will Occur: Urban Public Nuisance Events Prediction and Control with Meteorological Assistance ↗](https://doi.org/10.1145/3637528.3671639)**Yi Xie, Tianyu Qiu, Yun Xiong et al.*1 citation*
580. **[Workshop on Human-Interpretable AI ↗](https://doi.org/10.1145/3637528.3671499)**Gabriele Ciravegna, Mateo Espinosa Zarlenga, Pietro Barbiero et al.*1 citation*
581. **[23 rd International Workshop on Data Mining in Bioinformatics (BIOKDD 2024) ↗](https://doi.org/10.1145/3637528.3671485)**Da Yan, Ahmed Abdeen Hamed, Jake Y. Chen et al.
582. **[3rd Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI) ↗](https://doi.org/10.1145/3637528.3671482)**Chen Zhao, Feng Chen, Xintao Wu et al.
583. **[3rd Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM) ↗](https://doi.org/10.1145/3637528.3671496)**Xujiang Zhao, Chen Zhao, Feng Chen et al.
584. **[AI for Nature: From Science to Impact ↗](https://doi.org/10.1145/3637528.3672192)**Tanya Y. Berger-Wolf
585. **[AdKDD 2024 ↗](https://doi.org/10.1145/3637528.3671476)**Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee et al.
586. **[An Efficient Local Search Algorithm for Large GD Advertising Inventory Allocation with Multilinear Constraints ↗](https://doi.org/10.1145/3637528.3671811)**Xiang Li He, Wuyang Mao, Zhenghang Xu et al.
587. **[An Unsupervised Learning Framework Combined with Heuristics for the Maximum Minimal Cut Problem ↗](https://doi.org/10.1145/3637528.3671704)**Huaiyuan Liu, Xianzhang Liu, Donghua Yang et al.
588. **[Bi-Objective Contract Allocation for Guaranteed Delivery Advertising ↗](http://dx.doi.org/10.1145/3637528.3671752)**Yan Li, Yundu Huang, Wuyang Mao et al.
589. **[Breaking Barriers: A Hands-On Tutorial on AI-Enabled Accessibility to Social Media Content ↗](https://doi.org/10.1145/3637528.3671446)**Julio Villena, Rosa Català, Janine Garcia et al.
590. **[Certified Robustness on Visual Graph Matching via Searching Optimal Smoothing Range ↗](https://doi.org/10.1145/3637528.3671852)**Huaqing Shao, Lanjun Wang, Yongwei Wang et al.
591. **[Cost-Efficient Fraud Risk Optimization with Submodularity in Insurance Claim ↗](https://doi.org/10.1145/3637528.3672012)**Yupeng Wu, Zhibo Zhu, Chaoyi Ma et al.
592. **[Distributed Thresholded Counting with Limited Interaction ↗](https://doi.org/10.1145/3637528.3671868)**Xiaoyi Zhu, Yuxiang Tian, Zengfeng Huang
593. **[Empower an End-to-end Scalable and Interpretable Data Science Ecosystem using Statistics, AI and Domain Science ↗](https://doi.org/10.1145/3637528.3672194)**Xihong Lin
594. **[Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024 ↗](https://doi.org/10.1145/3637528.3673870)**Tania Cerquitelli, Amin Mantrach
595. **[Estimated Judge Reliabilities for Weighted Bradley-Terry-Luce Are Not Reliable ↗](https://doi.org/10.1145/3637528.3671907)**Andrew F. Dreher, Etienne Vouga, Donald S. Fussell
596. **[European Data Science Day: KDD-2024 Special Day ↗](https://doi.org/10.1145/3637528.3673868)**Dunja Mladenić, Dumitru Roman
597. **[FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML ↗](https://doi.org/10.1145/3637528.3671996)**Brian Liu, Rahul Mazumder
598. **[Fragile Earth: Generative and Foundational Models for Sustainable Development ↗](https://doi.org/10.1145/3637528.3671493)**Emre Eftelioglu, Bistra Dilkina, Naoki Abe et al.
599. **[From Word-prediction to Complex Skills: Compositional Thinking and Metacognition in LLMs ↗](https://doi.org/10.1145/3637528.3672193)**Sanjeev Arora
600. **[Generative AI Day ↗](https://doi.org/10.1145/3637528.3673872)**Jie Tang, Yuxiao Dong, Michalis Vazirgiannis

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