---
title: "KDD 2022 — all accepted papers, page 5 — the most cited first"
description: "All 534 papers of KDD 2022 · page 5 of 6, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/page/5/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/page/5/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [KDD](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/) / [2022](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/) / [papers](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/) / page 5

# KDD 2022: all accepted papers

534 papers · page 5 of 6 · the most cited first · [← KDD 2022](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/)

[← prev](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/page/4/) [1](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/) … [4](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/page/4/) **5** [6](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/page/6/) [next →](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/page/6/)

401. **[Toolkit for Time Series Anomaly Detection ↗](https://doi.org/10.1145/3534678.3542625)**Dhaval J. Patel, Dzung T. Phan, Markus Mueller et al.*5 citations*
402. **[Towards a Native Quantum Paradigm for Graph Representation Learning ↗](https://doi.org/10.1145/3534678.3539327)**Ge Yan, Yehui Tang, Junchi Yan*5 citations*
403. **[User-tag Profile Modeling in Recommendation System via Contrast Weighted Tag Masking ↗](https://doi.org/10.1145/3534678.3539102)**Chenxu Zhu, Peng Du, Xianghui Zhu et al.*5 citations*
404. **[What is the Most Effective Intervention to Increase Job Retention for this Disabled Worker? ↗](https://doi.org/10.1145/3534678.3539026)**Ha Xuan Tran, Thuc Duy Le, Jiuyong Li et al.*5 citations*
405. **[A Generalized Backward Compatibility Metric ↗](https://doi.org/10.1145/3534678.3539465)**Tomoya Sakai*4 citations*
406. **[A Practical Introduction to Federated Learning ↗](https://doi.org/10.1145/3534678.3542631)**Yaliang Li, Bolin Ding, Jingren Zhou*4 citations*
407. **[AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System ↗](https://doi.org/10.1145/3534678.3539083)**Xiang Li, Xiaojiang Zhou, Yao Xiao et al.*4 citations*
408. **[Causal Discovery on Non-Euclidean Data ↗](https://doi.org/10.1145/3534678.3539485)**Jing Yang, Kai Xie, Ning An*4 citations*
409. **[Characterizing Covid Waves via Spatio-Temporal Decomposition ↗](https://doi.org/10.1145/3534678.3539136)**Kevin Quinn, Evimaria Terzi, Mark E. Crovella*4 citations*
410. **[Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning ↗](https://doi.org/10.1145/3534678.3539022)**Jiannan Guo, Yangyang Kang, Yu Duan et al.*4 citations*
411. **[Core-periphery Partitioning and Quantum Annealing ↗](https://doi.org/10.1145/3534678.3539261)**Catherine F. Higham, Desmond John Higham, Francesco Tudisco*4 citations*
412. **[Dynamic Network Anomaly Modeling of Cell-Phone Call Detail Records for Infectious Disease Surveillance ↗](https://doi.org/10.1145/3534678.3542678)**Carl Yang, Hongwen Song, Mingyue Tang et al.*4 citations*
413. **[ERNet ↗](https://doi.org/10.1145/3534678.3539227)**Yao Su, Zhentian Qian, Lifang He et al.*4 citations*
414. **[Epidemic Forecasting with a Data-Centric Lens ↗](https://doi.org/10.1145/3534678.3542620)**Alexander Rodríguez, Harshavardhan Kamarthi, B. Aditya Prakash*4 citations*
415. **[Flexible Modeling and Multitask Learning using Differentiable Tree Ensembles ↗](https://doi.org/10.1145/3534678.3539412)**Shibal Ibrahim, Hussein Hazimeh, Rahul Mazumder*4 citations*
416. **[Framing Algorithmic Recourse for Anomaly Detection ↗](https://doi.org/10.1145/3534678.3539344)**Debanjan Datta, Feng Chen, Naren Ramakrishnan*4 citations*
417. **[Graph-based Multilingual Language Model ↗](https://doi.org/10.1145/3534678.3539158)**Nurendra Choudhary, Nikhil Rao, Karthik Subbian et al.*4 citations*
418. **[Graph-in-Graph Network for Automatic Gene Ontology Description Generation ↗](https://doi.org/10.1145/3534678.3539258)**Fenglin Liu, Bang Yang, Chenyu You et al.*4 citations*
419. **[Interpretable Personalized Experimentation ↗](https://doi.org/10.1145/3534678.3539175)**Han Wu, Sarah Tan, Weiwei Li et al.*4 citations*
420. **[Learning Optimal Priors for Task-Invariant Representations in Variational Autoencoders ↗](https://doi.org/10.1145/3534678.3539291)**Hiroshi Takahashi, Tomoharu Iwata, Atsutoshi Kumagai et al.*4 citations*
421. **[NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365 ↗](https://doi.org/10.1145/3534678.3539127)**Lu Wang, Pu Zhao, Chao Du et al.*4 citations*
422. **[Neural Bandit with Arm Group Graph ↗](https://doi.org/10.1145/3534678.3539312)**Yunzhe Qi, Yikun Ban, Jingrui He*4 citations*
423. **[Non-stationary Time-aware Kernelized Attention for Temporal Event Prediction ↗](https://doi.org/10.1145/3534678.3539470)**Yu Ma, Zhining Liu, Chenyi Zhuang et al.*4 citations*
424. **[Nonlinearity Encoding for Extrapolation of Neural Networks ↗](https://doi.org/10.1145/3534678.3539326)**Gyoung S. Na, Chanyoung Park*4 citations*
425. **[Partial-Quasi-Newton Methods ↗](https://doi.org/10.1145/3534678.3539379)**Chengchang Liu, Shuxian Bi, Luo Luo et al.*4 citations*
426. **[Rapid Regression Detection in Software Deployments through Sequential Testing ↗](https://doi.org/10.1145/3534678.3539099)**Michael Lindon, Chris Sanden, Vaché Shirikian*4 citations*
427. **[Retrieval-Based Gradient Boosting Decision Trees for Disease Risk Assessment ↗](https://doi.org/10.1145/3534678.3539052)**Handong Ma, Jiahang Cao, Yuchen Fang et al.*4 citations*
428. **[Robust and Informative Text Augmentation (RITA) via Constrained Worst-Case Transformations for Low-Resource Named Entity Recognition ↗](https://doi.org/10.1145/3534678.3539349)**Hyunwoo Sohn, Baekkwan Park*4 citations*
429. **[Scalar is Not Enough ↗](https://doi.org/10.1145/3534678.3539468)**Mouxiang Chen, Chenghao Liu, Zemin Liu et al.*4 citations*
430. **[Semantic Aware Answer Sentence Selection Using Self-Learning Based Domain Adaptation ↗](https://doi.org/10.1145/3534678.3539162)**Rajdeep Sarkar, Sourav Dutta, Haytham Assem et al.*4 citations*
431. **[Septor: Seismic Depth Estimation Using Hierarchical Neural Networks ↗](https://doi.org/10.1145/3534678.3539166)**M Ashraf Siddiquee, Vinícius M. A. Souza, Gavin Baker et al.*4 citations*
432. **[Toward Real-life Dialogue State Tracking Involving Negative Feedback Utterances ↗](https://doi.org/10.1145/3534678.3539385)**Puhai Yang, Heyan Huang, Wei Wei et al.*4 citations*
433. **[pureGAM: Learning an Inherently Pure Additive Model ↗](https://doi.org/10.1145/3534678.3539256)**Xingzhi Sun, Ziyu Wang, Rui Ding et al.*4 citations*
434. **[ACM KDD AI4Cyber/MLHat: Workshop on AI-enabled Cybersecurity Analytics and Deployable Defense ↗](https://doi.org/10.1145/3534678.3542894)**Sagar Samtani, Gang Wang, Ali Ahmadzadeh et al.*3 citations*
435. **[ANDEA: Anomaly and Novelty Detection, Explanation, and Accommodation ↗](https://doi.org/10.1145/3534678.3542910)**Guansong Pang, Jundong Li, Anton van den Hengel et al.*3 citations*
436. **[Active Model Adaptation Under Unknown Shift ↗](https://doi.org/10.1145/3534678.3539262)**Jie-Jing Shao, Yunlu Xu, Zhanzhan Cheng et al.*3 citations*
437. **[AdaAX ↗](https://doi.org/10.1145/3534678.3539356)**Dat Hong, Alberto M. Segre, Tong Wang*3 citations*
438. **[Anomaly Detection for Spatiotemporal Data in Action ↗](https://doi.org/10.1145/3534678.3542626)**Guang Yang, Ninad Kulkarni, Paavani Dua et al.*3 citations*
439. **[BE3R: BERT based Early-Exit Using Expert Routing ↗](https://doi.org/10.1145/3534678.3539132)**Sourab Mangrulkar, M S Ankith, Vivek Sembium*3 citations*
440. **[CONFLUX: A Request-level Fusion Framework for Impression Allocation via Cascade Distillation ↗](https://doi.org/10.1145/3534678.3539044)**Xiaoyu Wang, Bin Tan, Yonghui Guo et al.*3 citations*
441. **[DP-GAT: A Framework for Image-based Disease Progression Prediction ↗](https://doi.org/10.1145/3534678.3539113)**Alex Foo, Wynne Hsu, Mong Li Lee et al.*3 citations*
442. **[Decision Intelligence and Analytics for Online Marketplaces ↗](https://doi.org/10.1145/3534678.3542895)**Zhiwei Tony Qin, Liangjie Hong, Rui Song et al.*3 citations*
443. **[External Knowledge Infusion for Tabular Pre-training Models with Dual-adapters ↗](https://doi.org/10.1145/3534678.3539403)**Can Qin, Sungchul Kim, Handong Zhao et al.*3 citations*
444. **[Generalized Deep Mixed Models ↗](https://doi.org/10.1145/3534678.3539103)**Jun Shi, Chengming Jiang, Aman Gupta et al.*3 citations*
445. **[Graph-based Representation Learning for Web-scale Recommender Systems ↗](https://doi.org/10.1145/3534678.3542598)**Ahmed El-Kishky, Michael M. Bronstein, Ying Xiao et al.*3 citations*
446. **[Improving Data-driven Heterogeneous Treatment Effect Estimation Under Structure Uncertainty ↗](https://doi.org/10.1145/3534678.3539444)**Christopher Tran, Elena Zheleva*3 citations*
447. **[Integrity Authentication in Tree Models ↗](https://doi.org/10.1145/3534678.3539428)**Weijie Zhao, Yingjie Lao, Ping Li*3 citations*
448. **[International Workshop on Data-driven Science of Science ↗](https://doi.org/10.1145/3534678.3542891)**Yi Bu, Meijun Liu, Yujia Zhai et al.*3 citations*
449. **[Large-Scale Acoustic Automobile Fault Detection: Diagnosing Engines Through Sound ↗](https://doi.org/10.1145/3534678.3539066)**Dennis Fedorishin, Justas Birgiolas, Deen Dayal Mohan et al.*3 citations*
450. **[Reward Optimizing Recommendation using Deep Learning and Fast Maximum Inner Product Search ↗](https://doi.org/10.1145/3534678.3542622)**Imad Aouali, Amine Benhalloum, Martin Bompaire et al.*3 citations*
451. **[SIPF: Sampling Method for Inverse Protein Folding ↗](https://doi.org/10.1145/3534678.3539284)**Tianfan Fu, Jimeng Sun*3 citations*
452. **[Sparx: Distributed Outlier Detection at Scale ↗](https://doi.org/10.1145/3534678.3539076)**Sean X. Zhang, Varun Ursekar, Leman Akoglu*3 citations*
453. **[Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model ↗](https://doi.org/10.1145/3534678.3539033)**Yunfei Lu, Peng Cui, Linyun Yu et al.*3 citations*
454. **[Variational Flow Graphical Model ↗](https://doi.org/10.1145/3534678.3539450)**Shaogang Ren, Belhal Karimi, Dingcheng Li et al.*3 citations*
455. **[Why Data Scientists Prefer Glassbox Machine Learning ↗](https://doi.org/10.1145/3534678.3542627)**Rich Caruana, Harsha Nori*3 citations*
456. **[Workshop on Applied Machine Learning Management ↗](https://doi.org/10.1145/3534678.3542914)**Dmitri Goldenberg, Elena Sokolova, Shir Meir Lador et al.*3 citations*
457. **[A Logic Aware Neural Generation Method for Explainable Data-to-text ↗](https://doi.org/10.1145/3534678.3539082)**Xiexiong Lin, Huaisong Li, Tao Huang et al.*2 citations*
458. **[Avoiding Biases due to Similarity Assumptions in Node Embeddings ↗](https://doi.org/10.1145/3534678.3539287)**Deepayan Chakrabarti*2 citations*
459. **[Classifying Multimodal Data Using Transformers ↗](https://doi.org/10.1145/3534678.3542634)**Watson Wei Khong Chua, Lu Li, Alvina Goh*2 citations*
460. **[Compute Like Humans: Interpretable Step-by-step Symbolic Computation with Deep Neural Network ↗](https://doi.org/10.1145/3534678.3539276)**Shuai Peng, Di Fu, Yong Cao et al.*2 citations*
461. **[Dense Feature Tracking of Atmospheric Winds with Deep Optical Flow ↗](https://doi.org/10.1145/3534678.3539345)**Thomas Vandal, Kate Marie Duffy, Will McCarty et al.*2 citations*
462. **[Design Domain Specific Neural Network via Symbolic Testing ↗](https://doi.org/10.1145/3534678.3539118)**Hui Li, Xing Fu, Ruofan Wu et al.*2 citations*
463. **[Dynamic Graph Segmentation for Deep Graph Neural Networks ↗](https://doi.org/10.1145/3534678.3539111)**Johan Kok Zhi Kang, Suwei Yang, Suriya Venkatesan et al.*2 citations*
464. **[Efficient Machine Learning on Large-Scale Graphs ↗](https://doi.org/10.1145/3534678.3542623)**Parker Erickson, Victor E. Lee, Feng Shi et al.*2 citations*
465. **[Finding Meta Winning Ticket to Train Your MAML ↗](https://doi.org/10.1145/3534678.3539467)**Dawei Gao, Yuexiang Xie, Zimu Zhou et al.*2 citations*
466. **[Hyperbolic Neural Networks: Theory, Architectures and Applications ↗](https://doi.org/10.1145/3534678.3542613)**Nurendra Choudhary, Nikhil Rao, Karthik Subbian et al.*2 citations*
467. **[KDD Workshop on Machine Learning in Finance ↗](https://doi.org/10.1145/3534678.3542908)**Senthil Kumar, Leman Akoglu, Nitesh V. Chawla et al.*2 citations*
468. **[New Frontiers of Scientific Text Mining ↗](https://doi.org/10.1145/3534678.3542606)**Xuan Wang, Hongwei Wang, Heng Ji et al.*2 citations*
469. **[Recommendation in Offline Stores ↗](https://doi.org/10.1145/3534678.3539199)**Jongkyung Shin, Changhun Lee, Chiehyeon Lim et al.*2 citations*
470. **[Releasing Private Data for Numerical Queries ↗](https://doi.org/10.1145/3534678.3539424)**Yuan Ying Qiu, Wei Dong, Ke Yi et al.*2 citations*
471. **[T-Cell Receptor-Peptide Interaction Prediction with Physical Model Augmented Pseudo-Labeling ↗](https://doi.org/10.1145/3534678.3539075)**Yiren Jian, Erik Kruus, Martin Renqiang Min*2 citations*
472. **[TaxoTrans ↗](https://doi.org/10.1145/3534678.3539188)**Zhuliu Li, Yiming Wang, Yan Xiao et al.*2 citations*
473. **[Type Linking for Query Understanding and Semantic Search ↗](https://doi.org/10.1145/3534678.3539067)**Giorgos Stoilos, Nikos Papasarantopoulos, Pavlos Vougiouklis et al.*2 citations*
474. **[concept2code: Deep Reinforcement Learning for Conversational AI ↗](https://doi.org/10.1145/3534678.3542635)**Omprakash Sonie, Abir Chakraborty, Ankan Mullick*2 citations*
475. **[4th Workshop on Deep Learning Practice and Theory for High-Dimensional Sparse and Imbalanced Data with KDD 2022 ↗](https://doi.org/10.1145/3534678.3542896)**Roberto Corizzo, Junfeng Ge, Colin Bellinger et al.*1 citation*
476. **[A Graph Learning Based Framework for Billion-Scale Offline User Identification ↗](https://doi.org/10.1145/3534678.3539191)**Daixin Wang, Zujian Weng, Zhengwei Wu et al.*1 citation*
477. **[AI for Social Impact ↗](https://doi.org/10.1145/3534678.3539217)**Milind Tambe*1 citation*
478. **[AdKDD 2022 ↗](https://doi.org/10.1145/3534678.3542920)**Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic et al.*1 citation*
479. **[Balancing Bias and Variance for Active Weakly Supervised Learning ↗](https://doi.org/10.1145/3534678.3539264)**Hitesh Sapkota, Qi Yu*1 citation*
480. **[COSSUM: Towards Conversation-Oriented Structured Summarization for Automatic Medical Insurance Assessment ↗](https://doi.org/10.1145/3534678.3539116)**Sheng Xu, Xiaojun Wan, Sen Hu et al.*1 citation*
481. **[CS-RAD: Conditional Member Status Refinement and Ability Discovery for Social Network Applications ↗](https://doi.org/10.1145/3534678.3539046)**Yiming Ma*1 citation*
482. **[Data-driven Humanitarian Mapping and Policymaking ↗](https://doi.org/10.1145/3534678.3542918)**Snehalkumar S. Gaikwad, Shankar Iyer, Dalton Lunga et al.*1 citation*
483. **[Deep Learning for Prognosis Using Task-fMRI ↗](https://doi.org/10.1145/3534678.3539362)**Ge Shi, Jason Smucny, Ian A. K. Davidson*1 citation*
484. **[Deep Search Relevance Ranking in Practice ↗](https://doi.org/10.1145/3534678.3542632)**Linsey Xiaolin Pang, Wei Liu, Keng-hao Chang et al.*1 citation*
485. **[Discovering Invariant and Changing Mechanisms from Data ↗](https://doi.org/10.1145/3534678.3539479)**Sarah Mameche, David Kaltenpoth, Jilles Vreeken*1 citation*
486. **[End-to-End Semi-Supervised Ordinal Regression AUC Maximization with Convolutional Kernel Networks ↗](https://doi.org/10.1145/3534678.3539307)**Ziran Xiong, Wanli Shi, Bin Gu*1 citation*
487. **[Fragile Earth ↗](https://doi.org/10.1145/3534678.3542906)**Naoki Abe, Kathleen Carmel Buckingham, Bistra Dilkina et al.*1 citation*
488. **[Generating Examples from CLI Usage: Can Transformers Help? ↗](https://doi.org/10.1145/3534678.3549983)**Roshanak Zilouchian Moghaddam, Spandan Garg, Colin B. Clement et al.*1 citation*
489. **[Geometric Policy Iteration for Markov Decision Processes ↗](https://doi.org/10.1145/3534678.3539478)**Yue Wu, Jesús A. De Loera*1 citation*
490. **[HyperAid ↗](https://doi.org/10.1145/3534678.3539378)**Eli Chien, Puoya Tabaghi, Olgica Milenković*1 citation*
491. **[International Workshop on Knowledge Graphs ↗](https://doi.org/10.1145/3534678.3542899)**Ying Ding, Amit Sheth, Krzysztof Janowicz et al.*1 citation*
492. **[KRATOS: Context-Aware Cell Type Classification and Interpretation using Joint Dimensionality Reduction and Clustering ↗](https://doi.org/10.1145/3534678.3539455)**Zihan Zhou, Zijia Du, Somali Chaterji*1 citation*
493. **[Modern Theoretical Tools for Designing Information Retrieval System ↗](https://doi.org/10.1145/3534678.3542614)**Da Xu, Chuanwei Ruan*1 citation*
494. **[Multi-task Envisioning Transformer-based Autoencoder for Corporate Credit Rating Migration Early Prediction ↗](https://doi.org/10.1145/3534678.3539098)**Yue Han, Steve Q. Xia, Hongfu Liu*1 citation*
495. **[Numerical Tuple Extraction from Tables with Pre-training ↗](https://doi.org/10.1145/3534678.3539460)**Qingping Yang, Yixuan Cao, Ping Luo*1 citation*
496. **[Sample-Efficient Kernel Mean Estimator with Marginalized Corrupted Data ↗](https://doi.org/10.1145/3534678.3539318)**Xiaobo Xia, Shuo Shan, Mingming Gong et al.*1 citation*
497. **[Sufficient Vision Transformer ↗](https://doi.org/10.1145/3534678.3539322)**Zhi Cheng, Xiu Qin Su, Xueyu Wang et al.*1 citation*
498. **[Towards Reliable Detection of Dielectric Hotspots in Thermal Images of the Underground Distribution Network ↗](https://doi.org/10.1145/3534678.3539219)**François Mirallès, Luc Cauchon, Marc-André Magnan et al.*1 citation*
499. **[Workshop on Applied Data Science for Healthcare (DSHealth) ↗](https://doi.org/10.1145/3534678.3542901)**Tao Xu, Fei Wang, Prithwish Chakraborty et al.*1 citation*
500. **[epiDAMIK 5.0 ↗](https://doi.org/10.1145/3534678.3542917)**Bijaya Adhikari, Amulya Yadav, Sen Pei et al.*1 citation*

[← prev](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/page/4/) [1](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/) … [4](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/page/4/) **5** [6](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/page/6/) [next →](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/papers/page/6/)

- [← back to](https://md.research.elamur.ai/free/en/venues/acm-sigkdd-conference-on-knowledge-discovery-and-data-mining-kdd/2022/) — KDD 2022