---
title: "KDD 2024 — all accepted papers, page 5 — the most cited first"
description: "All 642 papers of KDD 2024 · page 5 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 5 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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401. **[Know Your Needs Better: Towards Structured Understanding of Marketer Demands with Analogical Reasoning Augmented LLMs ↗](https://doi.org/10.1145/3637528.3671583)**Junjie Wang, Dan Yang, Binbin Hu et al.*4 citations*
402. **[Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher to a Proxy Teacher ↗](https://doi.org/10.1145/3637528.3671851)**Rongzhi Zhang, Jiaming Shen, Tianqi Liu et al.*4 citations*
403. **[Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain ↗](https://doi.org/10.1145/3637528.3672069)**Amin Karimi Monsefi, Payam Karisani, Mengxi Zhou et al.*4 citations*
404. **[Metric Decomposition in A/B Tests ↗](https://doi.org/10.1145/3637528.3671556)**Alex Deng, Luke Hagar, Nathaniel T. Stevens et al.*4 citations*
405. **[Multi-Task Neural Linear Bandit for Exploration in Recommender Systems ↗](https://doi.org/10.1145/3637528.3671649)**Yi Dan Su, Haokai Lu, Yuening Li et al.*4 citations*
406. **[Neural Collapse Anchored Prompt Tuning for Generalizable Vision-Language Models ↗](https://doi.org/10.1145/3637528.3671690)**Didi Zhu, Zexi Li, Min Zhang et al.*4 citations*
407. **[Neural Optimization with Adaptive Heuristics for Intelligent Marketing System ↗](https://doi.org/10.1145/3637528.3671591)**Changshuai Wei, Benjamin Zelditch, Joyce Chen et al.*4 citations*
408. **[Offline Reinforcement Learning for Optimizing Production Bidding Policies ↗](https://doi.org/10.1145/3637528.3671555)**Dmytro Korenkevych, Frank Cheng, Artsiom Balakir et al.*4 citations*
409. **[Orthogonality Matters: Invariant Time Series Representation for Out-of-distribution Classification ↗](https://doi.org/10.1145/3637528.3671768)**Ruize Shi, Hong Huang, Kehan Yin et al.*4 citations*
410. **[Practical Single Domain Generalization via Training-time and Test-time Learning ↗](https://doi.org/10.1145/3637528.3671806)**Shuai Yang, Zhen Zhang, Lichuan Gu*4 citations*
411. **[Pre-Training with Transferable Attention for Addressing Market Shifts in Cross-Market Sequential Recommendation ↗](https://doi.org/10.1145/3637528.3671698)**Chen Wang, Ziwei Fan, Liangwei Yang et al.*4 citations*
412. **[ProtoMix: Augmenting Health Status Representation Learning via Prototype-based Mixup ↗](https://doi.org/10.1145/3637528.3671937)**Yongxin Xu, Xinke Jiang, Xu Chu et al.*4 citations*
413. **[Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I. ↗](https://doi.org/10.1145/3637528.3671883)**Harrie Oosterhuis, Rolf Jagerman, Zhen Qin et al.*4 citations*
414. **[STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning ↗](https://doi.org/10.1145/3637528.3671922)**Wei Shao, Yufan Kang, Ziyan Peng et al.*4 citations*
415. **[Source Localization for Cross Network Information Diffusion ↗](https://doi.org/10.1145/3637528.3671624)**Chen Ling, Tanmoy Chowdhury, Jie Ji et al.*4 citations*
416. **[Systems for Scalable Graph Analytics and Machine Learning: Trends and Methods ↗](https://doi.org/10.1145/3637528.3671472)**Da Yan, Lyuheng Yuan, Akhlaque Ahmad et al.*4 citations*
417. **[The 5th International Workshop on Talent and Management Computing (TMC'2024) ↗](https://doi.org/10.1145/3637528.3671479)**Hengshu Zhu, Yong Ge, Hui Yun Xiong et al.*4 citations*
418. **[Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation ↗](https://doi.org/10.1145/3637528.3671519)**Yuting Zhang, Yiqing Wu, Ruidong Han et al.*4 citations*
419. **[A Novel Feature Space Augmentation Method to Improve Classification Performance and Evaluation Reliability ↗](https://doi.org/10.1145/3637528.3671736)**Sakhawat Hossain Saimon, Tanzira Najnin, Jianhua Ruan*3 citations*
420. **[ACER: Accelerating Complex Event Recognition via Two-Phase Filtering under Range Bitmap-Based Indexes ↗](https://doi.org/10.1145/3637528.3671814)**Shizhe Liu, Haipeng Dai, Shaoxu Song et al.*3 citations*
421. **[Advancing Molecule Invariant Representation via Privileged Substructure Identification ↗](https://doi.org/10.1145/3637528.3671886)**Ruijia Wang, H. X. Dai, Cheng Hong Yang et al.*3 citations*
422. **[An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems ↗](https://doi.org/10.1145/3637528.3671606)**Taeyoung Yun, Kanghoon Lee, Sujin Yun et al.*3 citations*
423. **[Asymmetric Beta Loss for Evidence-Based Safe Semi-Supervised Multi-Label Learning ↗](https://doi.org/10.1145/3637528.3671756)**Hao-Zhe Liu, Ming-Kun Xie, Chen-Chen Zong et al.*3 citations*
424. **[Bridging and Compressing Feature and Semantic Spaces for Robust Graph Neural Networks: An Information Theory Perspective ↗](https://doi.org/10.1145/3637528.3671870)**Luying Zhong, Renjie Lin, Jiayin Li et al.*3 citations*
425. **[CAFO: Feature-Centric Explanation on Time Series Classification ↗](https://doi.org/10.1145/3637528.3671724)**Jaeho Kim, Seok-Ju Hahn, Yoontae Hwang et al.*3 citations*
426. **[Can Modifying Data Address Graph Domain Adaptation? ↗](https://doi.org/10.1145/3637528.3672058)**R.L. Huang, Jiarong Xu, Xin Jiang et al.*3 citations*
427. **[Chromosomal Structural Abnormality Diagnosis by Homologous Similarity ↗](https://doi.org/10.1145/3637528.3671642)**Juren Li, Fanzhe Fu, Ran Wei et al.*3 citations*
428. **[Deep Ensemble Shape Calibration: Multi-Field Post-hoc Calibration in Online Advertising ↗](https://doi.org/10.1145/3637528.3671529)**Shuai Yang, Hao Yang, Zhuang Zou et al.*3 citations*
429. **[Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns ↗](https://doi.org/10.1145/3637528.3671587)**Zheyuan Zhang, Zehong Wang, Shifu Hou et al.*3 citations*
430. **[Dynamic Pricing for Multi-Retailer Delivery Platforms with Additive Deep Learning and Evolutionary Optimization ↗](https://doi.org/10.1145/3637528.3671634)**Ahmed Abdulaal, Ali Asaf Polat, Hari Narayan et al.*3 citations*
431. **[EcoVal: An Efficient Data Valuation Framework for Machine Learning ↗](https://doi.org/10.1145/3637528.3672068)**Ayush K Tarun, Vikram S Chundawat, Murari Mandal et al.*3 citations*
432. **[EntropyStop: Unsupervised Deep Outlier Detection with Loss Entropy ↗](https://doi.org/10.1145/3637528.3671943)**Yihong Huang, Yuang Zhang, Liping Wang et al.*3 citations*
433. **[FairMatch: Promoting Partial Label Learning by Unlabeled Samples ↗](https://doi.org/10.1145/3637528.3671685)**Jiahao Jiang, Yuheng Jia, Hui Liu et al.*3 citations*
434. **[Fast Computation of Kemeny's Constant for Directed Graphs ↗](https://doi.org/10.1145/3637528.3671859)**Haisong Xia, Zhongzhi Zhang*3 citations*
435. **[Fast Query of Biharmonic Distance in Networks ↗](https://doi.org/10.1145/3637528.3671856)**Changan Liu, Ahad N. Zehmakan, Zhongzhi Zhang*3 citations*
436. **[FaultInsight: Interpreting Hyperscale Data Center Host Faults ↗](https://doi.org/10.1145/3637528.3672051)**Tingzhu Bi, Yang Zhang, Yicheng Pan et al.*3 citations*
437. **[GRILLBot In Practice: Lessons and Tradeoffs Deploying Large Language Models for Adaptable Conversational Task Assistants ↗](https://doi.org/10.1145/3637528.3671622)**Sophie Fischer, Carlos Gemmell, Niklas Tecklenburg et al.*3 citations*
438. **[Graph Machine Learning Meets Multi-Table Relational Data ↗](https://doi.org/10.1145/3637528.3671471)**Quan Gan, Minjie Wang, David Wipf et al.*3 citations*
439. **[Graph Reasoning with LLMs (GReaL) ↗](https://doi.org/10.1145/3637528.3671448)**Anton Tsitsulin, Bryan Perozzi, Bahare Fatemi et al.*3 citations*
440. **[Improving Ego-Cluster for Network Effect Measurement ↗](https://doi.org/10.1145/3637528.3671557)**Wentao Su, Weitao Duan*3 citations*
441. **[Inductive Modeling for Realtime Cold Start Recommendations ↗](https://doi.org/10.1145/3637528.3671588)**Chandler Zuo, Jonathan Castaldo, Hanqing Zhu et al.*3 citations*
442. **[LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation ↗](https://doi.org/10.1145/3637528.3671772)**Rebecca Salganik, Xiaohao Liu, Yunshan Ma et al.*3 citations*
443. **[Label Learning Method Based on Tensor Projection ↗](https://doi.org/10.1145/3637528.3671671)**Jing Li, Quanxue Gao, Qianqian Wang et al.*3 citations*
444. **[Layer-Wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning ↗](https://doi.org/10.1145/3637528.3671728)**Sunwoo Lee*3 citations*
445. **[LeMon: Automating Portrait Generation for Zero-Shot Story Visualization with Multi-Character Interactions ↗](https://doi.org/10.1145/3637528.3671850)**Ziyi Kou, Shichao Pei, Xiangliang Zhang*3 citations*
446. **[Multi-task Conditional Attention Network for Conversion Prediction in Logistics Advertising ↗](https://doi.org/10.1145/3637528.3671549)**Baoshen Guo, Xining Song, Shuai Wang et al.*3 citations*
447. **[NeuroCut: A Neural Approach for Robust Graph Partitioning ↗](https://doi.org/10.1145/3637528.3671815)**Rishi Shah, Krishnanshu Jain, Sahil Manchanda et al.*3 citations*
448. **[Optimizing Smartphone App Usage Prediction: A Click-Through Rate Ranking Approach ↗](https://doi.org/10.1145/3637528.3671567)**Yuqi Zhang, Meiying Kang, Xiucheng Li et al.*3 citations*
449. **[PEMBOT: Pareto-Ensembled Multi-task Boosted Trees ↗](https://doi.org/10.1145/3637528.3671619)**Gokul Swamy, Anoop Saladi, Arunita Das et al.*3 citations*
450. **[Personalised Drug Identifier for Cancer Treatment with Transformers using Auxiliary Information ↗](https://doi.org/10.1145/3637528.3671652)**Aishwarya Jayagopal, Hansheng Xue, Ziyang He et al.*3 citations*
451. **[Personalized Product Assortment with Real-time 3D Perception and Bayesian Payoff Estimation ↗](https://doi.org/10.1145/3637528.3671518)**Porter Jenkins, Michael Selander, J. Stockton Jenkins et al.*3 citations*
452. **[Physics-informed Neural ODE for Post-disaster Mobility Recovery ↗](https://doi.org/10.1145/3637528.3672027)**Jiahao Li, Huandong Wang, Xinlei Chen*3 citations*
453. **[Privacy-Preserved Neural Graph Databases ↗](https://doi.org/10.1145/3637528.3671678)**Qi Hu, Haoran Li, Jiaxin Bai et al.*3 citations*
454. **[RCTD: Reputation-Constrained Truth Discovery in Sybil Attack Crowdsourcing Environment ↗](https://doi.org/10.1145/3637528.3671803)**Xing Jin, Zhitong Gong, Jiuchuan Jiang et al.*3 citations*
455. **[Reinforced Compressive Neural Architecture Search for Versatile Adversarial Robustness ↗](https://doi.org/10.1145/3637528.3672009)**Dingrong Wang, Hitesh Sapkota, Zhiqiang Tao et al.*3 citations*
456. **[Resilient k-Clustering ↗](https://doi.org/10.1145/3637528.3671888)**Sara Ahmadian, MohammadHossein Bateni, Hossein Esfandiari et al.*3 citations*
457. **[Robust Auto-Bidding Strategies for Online Advertising ↗](https://doi.org/10.1145/3637528.3671729)**Qilong Lin, Zhenzhe Zheng, Fan Wu*3 citations*
458. **[Rotative Factorization Machines ↗](https://doi.org/10.1145/3637528.3671740)**Zhen Tian, Yuhong Shi, Xiangkun Wu et al.*3 citations*
459. **[Routing Evidence for Unseen Actions in Video Moment Retrieval ↗](https://doi.org/10.1145/3637528.3671693)**Guolong Wang, Xun Wu, Zheng Qin et al.*3 citations*
460. **[Scalable Algorithm for Finding Balanced Subgraphs with Tolerance in Signed Networks ↗](https://doi.org/10.1145/3637528.3671674)**Jingbang Chen, Qiuyang Mang, H.-M. Zhou et al.*3 citations*
461. **[Scalable Rule Lists Learning with Sampling ↗](https://doi.org/10.1145/3637528.3671989)**Leonardo Pellegrina, Fabio Vandin*3 citations*
462. **[Self-Distilled Disentangled Learning for Counterfactual Prediction ↗](https://doi.org/10.1145/3637528.3671782)**Xinshu Li, Mingming Gong, Lina Yao*3 citations*
463. **[Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate ↗](http://dx.doi.org/10.1145/3637528.3672033)**Minyoung Bae, Yooju Shin, Youngeun Nam et al.*3 citations*
464. **[Spending Programmed Bidding: Privacy-friendly Bid Optimization with ROI Constraint in Online Advertising ↗](https://doi.org/10.1145/3637528.3671540)**Yumin Su, Min Xiang, Yifei Chen et al.*3 citations*
465. **[Topology-monitorable Contrastive Learning on Dynamic Graphs ↗](https://doi.org/10.1145/3637528.3671777)**Zulun Zhu, Kai Wang, Haoyu Liu et al.*3 citations*
466. **[Unsupervised Alignment of Hypergraphs with Different Scales ↗](https://doi.org/10.1145/3637528.3671955)**Manh Tuan Do, Kijung Shin*3 citations*
467. **[Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing ↗](https://doi.org/10.1145/3637528.3671823)**Xinbo Zhao, Yingxue Zhang, Xin Zhang et al.*3 citations*
468. **[Xinyu: An Efficient LLM-based System for Commentary Generation ↗](https://doi.org/10.1145/3637528.3671537)**Yiquan Wu, Bo Tang, Chenyang Xi et al.*3 citations*
469. **[A Uniformly Bounded Correlation Function for Spatial Point Patterns ↗](https://doi.org/10.1145/3637528.3671891)**Evgenia Martynova, Johannes C. Textor*2 citations*
470. **[Approximate Matrix Multiplication over Sliding Windows ↗](https://doi.org/10.1145/3637528.3671819)**Ziqi Yao, Lianzhi Li, Mingsong Chen et al.*2 citations*
471. **[Approximating Memorization Using Loss Surface Geometry for Dataset Pruning and Summarization ↗](https://doi.org/10.1145/3637528.3671985)**Andrea Agiollo, Young In Kim, Rajiv Khanna*2 citations*
472. **[Beyond Binary Preference: Leveraging Bayesian Approaches for Joint Optimization of Ranking and Calibration ↗](https://doi.org/10.1145/3637528.3671577)**Chang Liu, Qiwei Wang, Wenqing Lin et al.*2 citations*
473. **[Binder: Hierarchical Concept Representation through Order Embedding of Binary Vectors ↗](https://doi.org/10.1145/3637528.3671793)**Croix Gyurek, Niloy Talukder, Mohammad Al Hasan*2 citations*
474. **[BitLINK: Temporal Linkage of Address Clusters in Bitcoin Blockchain ↗](https://doi.org/10.1145/3637528.3672037)**Sheng Zhong, Abdullah Mueen*2 citations*
475. **[BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification ↗](https://doi.org/10.1145/3637528.3671963)**Linzhu Yu, Huan Li, Ke Chen et al.*2 citations*
476. **[CASH via Optimal Diversity for Ensemble Learning ↗](https://doi.org/10.1145/3637528.3671894)**Pranav Poduval, Sanjay Kumar Patnala, Gaurav Oberoi et al.*2 citations*
477. **[CHILI: Ch emically- I nformed L arge-scale I norganic Nanomaterials Dataset for Advancing Graph Machine Learning ↗](https://doi.org/10.1145/3637528.3671538)**Ulrik Friis-Jensen, Frederik L. Johansen, Andy S. Anker et al.*2 citations*
478. **[CONFIDE: Contextual Finite Difference Modelling of PDEs ↗](https://doi.org/10.1145/3637528.3671676)**Ori Linial, Orly Avner, Dotan Di Castro*2 citations*
479. **[Causal Estimation of Exposure Shifts with Neural Networks and an Application to Inform Air Quality Standards in the US ↗](https://doi.org/10.1145/3637528.3671761)**Mauricio Tec, Kevin Josey, Oladimeji Ezekiel Mudele et al.*2 citations*
480. **[Cluster-Wide Task Slowdown Detection in Cloud System ↗](https://doi.org/10.1145/3637528.3671936)**Feiyi Chen, Y. Zhang, Lunting Fan et al.*2 citations*
481. **[CoMAL: Contrastive Active Learning for Multi-Label Text Classification ↗](https://doi.org/10.1145/3637528.3671754)**Peng Cheng, Haobo Wang, Ke Chen et al.*2 citations*
482. **[DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation ↗](https://doi.org/10.1145/3637528.3671641)**Qilong Zhao, Yifei Zhang, Mengdan Zhu et al.*2 citations*
483. **[Dense Subgraph Discovery Meets Strong Triadic Closure ↗](https://doi.org/10.1145/3637528.3671697)**Chamalee Wickrama Arachchi, Iiro Kumpulainen, Nikolaj Tatti*2 citations*
484. **[Detecting Abnormal Operations in Concentrated Solar Power Plants from Irregular Sequences of Thermal Images ↗](https://doi.org/10.1145/3637528.3671623)**Sukanya Patra, Nicolas Sournac, Souhaib Ben Taieb*2 citations*
485. **[DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation ↗](https://doi.org/10.1145/3637528.3672008)**Kounianhua Du, Jizheng Chen, Jianghao Lin et al.*2 citations*
486. **[Enhancing Multi-field B2B Cloud Solution Matching via Contrastive Pre-training ↗](https://doi.org/10.1145/3637528.3671513)**Haonan Chen, Zhicheng Dou, Xuetong Hao et al.*2 citations*
487. **[Explainable and Interpretable Forecasts on Non-Smooth Multivariate Time Series for Responsible Gameplay ↗](https://doi.org/10.1145/3637528.3671657)**Hussain Jagirdar, Rukma Talwadker, Aditya Pareek et al.*2 citations*
488. **[Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval ↗](https://doi.org/10.1145/3637528.3672046)**Sachin Yadav, Deepak Saini, Anirudh Buvanesh et al.*2 citations*
489. **[Fairness in Streaming Submodular Maximization Subject to a Knapsack Constraint ↗](https://doi.org/10.1145/3637528.3671778)**Shuang Cui, Kai Han, Shaojie Tang et al.*2 citations*
490. **[First Workshop on Generative AI for Recommender Systems and Personalization ↗](https://doi.org/10.1145/3637528.3671486)**Narges Tabari, Aniket Anand Deshmukh, Wang-Cheng Kang et al.*2 citations*
491. **[Flexible Graph Neural Diffusion with Latent Class Representation Learning ↗](http://dx.doi.org/10.1145/3637528.3671860)**Liangtian Wan, Huijin Han, Lu Sun et al.*2 citations*
492. **[Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning ↗](https://doi.org/10.1145/3637528.3672045)**Danqing Wang, Antonis Antoniades, Kha-Dinh Luong et al.*2 citations*
493. **[High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates ↗](https://doi.org/10.1145/3637528.3672038)**Fred Lu, Ryan R. Curtin, Edward Raff et al.*2 citations*
494. **[How to Avoid Jumping to Conclusions: Measuring the Robustness of Outstanding Facts in Knowledge Graphs ↗](https://doi.org/10.1145/3637528.3671763)**Hanhua Xiao, Yuchen Li, Yanhao Wang et al.*2 citations*
495. **[Image Similarity Using an Ensemble of Context-Sensitive Models ↗](https://doi.org/10.1145/3637528.3672004)**Zukang Liao, Min Chen*2 citations*
496. **[InLN: Knowledge-aware Incremental Leveling Network for Dynamic Advertising ↗](https://doi.org/10.1145/3637528.3672032)**Xujia Li, Jingshu Peng, Lei Chen*2 citations*
497. **[L umos : Empowering Multimodal LLMs with Scene Text Recognition ↗](https://doi.org/10.1145/3637528.3671633)**Ashish Shenoy, Yichao Lu, Srihari Jayakumar et al.*2 citations*
498. **[Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with Trainable Attribute ↗](https://doi.org/10.1145/3637528.3671970)**Shinji Tajima, Ren Sugihara, Ryota Kitahara et al.*2 citations*
499. **[Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks ↗](https://doi.org/10.1145/3637528.3671776)**Jiachuan Wang, Shimin Di, Lei Chen et al.*2 citations*
500. **[Learning to Rank for Maps at Airbnb ↗](https://doi.org/10.1145/3637528.3671648)**Malay Haldar, Hongwei Zhang, Kedar Bellare et al.*2 citations*

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