---
title: "KDD 2022 — all accepted papers, page 3 — the most cited first"
description: "All 534 papers of KDD 2022 · page 3 of 6, the most cited first; those with our summary link to it."
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# KDD 2022: all accepted papers

534 papers · page 3 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/)

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201. **[Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation ↗](https://doi.org/10.1145/3534678.3539280)**Bin Lü, Xiaoying Gan, Lina Yang et al.*20 citations*
202. **[Improving Relevance Modeling via Heterogeneous Behavior Graph Learning in Bing Ads ↗](https://doi.org/10.1145/3534678.3539128)**Bochen Pang, Chaozhuo Li, Yuming Liu et al.*20 citations*
203. **[LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization ↗](https://doi.org/10.1145/3534678.3539357)**Muchao Ye, Jinghui Chen, Chenglin Miao et al.*20 citations*
204. **[Learning Models of Individual Behavior in Chess ↗](https://doi.org/10.1145/3534678.3539367)**Reid McIlroy-Young, Russell Wang, Siddhartha Sen et al.*20 citations*
205. **[Optimal Interpretable Clustering Using Oblique Decision Trees ↗](https://doi.org/10.1145/3534678.3539361)**Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán*20 citations*
206. **[BLISS: A Billion scale Index using Iterative Re-partitioning ↗](https://doi.org/10.1145/3534678.3539414)**Gaurav Gupta, Tharun Medini, Anshumali Shrivastava et al.*19 citations*
207. **[Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning ↗](https://doi.org/10.1145/3534678.3542680)**Yi Yang, Yanqiao Zhu, Hejie Cui et al.*19 citations*
208. **[Disentangled Dynamic Heterogeneous Graph Learning for Opioid Overdose Prediction ↗](https://doi.org/10.1145/3534678.3539279)**Qianlong Wen, Zhongyu Ouyang, Jianfei Zhang et al.*19 citations*
209. **[Generative Adversarial Networks Enhanced Pre-training for Insufficient Electronic Health Records Modeling ↗](https://doi.org/10.1145/3534678.3539020)**Houxing Ren, Jingyuan Wang, Wayne Xin Zhao*19 citations*
210. **[SoccerCPD ↗](https://doi.org/10.1145/3534678.3539150)**Hyunsung Kim, Bit Kim, Dongwook Chung et al.*19 citations*
211. **[Solving the Batch Stochastic Bin Packing Problem in Cloud ↗](https://doi.org/10.1145/3534678.3539334)**Jie Yan, Yunlei Lu, Liting Chen et al.*19 citations*
212. **[Talent Demand-Supply Joint Prediction with Dynamic Heterogeneous Graph Enhanced Meta-Learning ↗](https://doi.org/10.1145/3534678.3539139)**Zhuoning Guo, Hao Liu, Le Zhang et al.*19 citations*
213. **[A Stochastic Shortest Path Algorithm for Optimizing Spaced Repetition Scheduling ↗](https://doi.org/10.1145/3534678.3539081)**Junyao Ye, Jingyong Su, Yilong Cao*18 citations*
214. **[Amazon Shop the Look: A Visual Search System for Fashion and Home ↗](https://doi.org/10.1145/3534678.3539071)**Ming Du, Arnau Ramisa A, Amit Kumar K C et al.*18 citations*
215. **[ChemicalX: A Deep Learning Library for Drug Pair Scoring ↗](https://doi.org/10.1145/3534678.3539023)**Benedek Rózemberczki, Charles Tapley Hoyt, Anna A. Gogleva et al.*18 citations*
216. **[Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs ↗](https://doi.org/10.1145/3534678.3539350)**Roshni G. Iyer, Yunsheng Bai, Wei Wang et al.*18 citations*
217. **[HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records ↗](https://doi.org/10.1145/3534678.3539056)**Hanyang Liu, Sunny S. Lou, Benjamin C. Warner et al.*18 citations*
218. **[Meta-Learned Metrics over Multi-Evolution Temporal Graphs ↗](https://doi.org/10.1145/3534678.3539313)**Dongqi Fu, Liri Fang, Ross Maciejewski et al.*18 citations*
219. **[Partial Label Learning with Semantic Label Representations ↗](https://doi.org/10.1145/3534678.3539434)**Shuo He, Lei Feng, Fengmao Lv et al.*18 citations*
220. **[UD-GNN ↗](https://doi.org/10.1145/3534678.3539483)**Yang Liu, Xiang Ao, Fuli Feng et al.*18 citations*
221. **[Aligning Dual Disentangled User Representations from Ratings and Textual Content ↗](https://doi.org/10.1145/3534678.3539474)**Nhu-Thuat Tran, Hady Wirawan Lauw*17 citations*
222. **[Ask to Know More ↗](https://doi.org/10.1145/3534678.3539205)**Shih-Chieh Dai, Yi-Li Hsu, Aiping Xiong et al.*17 citations*
223. **[Collaboration Equilibrium in Federated Learning ↗](https://doi.org/10.1145/3534678.3539237)**Sen Cui, Jian Liang, Weishen Pan et al.*17 citations*
224. **[Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation ↗](https://doi.org/10.1145/3534678.3539443)**Jiaxin Huang, Meng Yu, Jiawei Han*17 citations*
225. **[LinE: Logical Query Reasoning over Hierarchical Knowledge Graphs ↗](https://doi.org/10.1145/3534678.3539338)**Zijian Huang, Meng-Fen Chiang, Wang-Chien Lee*17 citations*
226. **[Medical Dialogue Response Generation with Pivotal Information Recalling ↗](https://doi.org/10.1145/3534678.3542674)**Yu Zhao, Yunxin Li, Yuxiang Wu et al.*17 citations*
227. **[Nimble GNN Embedding with Tensor-Train Decomposition ↗](https://doi.org/10.1145/3534678.3539423)**Chunxing Yin, Da Zheng, Israt Nisa et al.*17 citations*
228. **[CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution ↗](https://doi.org/10.1145/3534678.3539108)**Di Yao, C. Gong, Lei Zhang et al.*16 citations*
229. **[Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems ↗](https://doi.org/10.1145/3534678.3539209)**Ting-En Lin, Yuchuan Wu, Fei Huang et al.*16 citations*
230. **[Estimating Individualized Causal Effect with Confounded Instruments ↗](https://doi.org/10.1145/3534678.3539335)**Haotian Wang, Wenjing Yang, Longqi Yang et al.*16 citations*
231. **[Fair Representation Learning: An Alternative to Mutual Information ↗](https://doi.org/10.1145/3534678.3539302)**Ji Liu, Zenan Li, Yuan Yao et al.*16 citations*
232. **[Graph Neural Networks with Node-wise Architecture ↗](https://doi.org/10.1145/3534678.3539387)**Zhen Wang, Zhewei Wei, Yaliang Li et al.*16 citations*
233. **[Knowledge Enhanced Search Result Diversification ↗](https://doi.org/10.1145/3534678.3539459)**Zhan Su, Zhicheng Dou, Yutao Zhu et al.*16 citations*
234. **[Proactively Reducing the Hate Intensity of Online Posts via Hate Speech Normalization ↗](https://doi.org/10.1145/3534678.3539161)**Sarah Masud, Manjot Bedi, Mohammad Aflah Khan et al.*16 citations*
235. **[Rep2Vec: Repository Embedding via Heterogeneous Graph Adversarial Contrastive Learning ↗](https://doi.org/10.1145/3534678.3539324)**Yiyue Qian, Yiming Zhang, Qianlong Wen et al.*16 citations*
236. **[Stabilizing Voltage in Power Distribution Networks via Multi-Agent Reinforcement Learning with Transformer ↗](https://doi.org/10.1145/3534678.3539480)**Minrui Wang, Mingxiao Feng, Wengang Zhou et al.*16 citations*
237. **[An Online Multi-task Learning Framework for Google Feed Ads Auction Models ↗](https://doi.org/10.1145/3534678.3539055)**Ning Ma, Mustafa Ispir, Yuan Li et al.*15 citations*
238. **[Arbitrary Distribution Modeling with Censorship in Real-Time Bidding Advertising ↗](https://doi.org/10.1145/3534678.3539048)**Li Hong Xu, Michelle Ma Zhang, Zhenya Wang et al.*15 citations*
239. **[Counterfactual Evaluation and Learning for Interactive Systems ↗](https://doi.org/10.1145/3534678.3542601)**Yuta Saito, Thorsten Joachims*15 citations*
240. **[Embedding Compression with Hashing for Efficient Representation Learning in Large-Scale Graph ↗](https://doi.org/10.1145/3534678.3539068)**Chin‐Chia Michael Yeh, Mengting Gu, Yan Ling Zheng et al.*15 citations*
241. **[Generalizable Floorplanner through Corner Block List Representation and Hypergraph Embedding ↗](https://doi.org/10.1145/3534678.3539220)**Mohammad Amini, Zhanguang Zhang, Surya Penmetsa et al.*15 citations*
242. **[Graph Neural Network Training and Data Tiering ↗](https://doi.org/10.1145/3534678.3539038)**Seungwon Min, Kun Wu, Mert Hidayetoğlu et al.*15 citations*
243. **[Intelligent Request Strategy Design in Recommender System ↗](https://doi.org/10.1145/3534678.3539123)**Xufeng Qian, Yue Xu, Fuyu Lv et al.*15 citations*
244. **[Learning Backward Compatible Embeddings ↗](https://doi.org/10.1145/3534678.3539194)**Weihua Hu, Rajas Bansal, Kaidi Cao et al.*15 citations*
245. **[Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions ↗](https://doi.org/10.1145/3534678.3539391)**Rui Yang, Jie Wang, Zijie Geng et al.*15 citations*
246. **[Mixture of Virtual-Kernel Experts for Multi-Objective User Profile Modeling ↗](https://doi.org/10.1145/3534678.3539062)**Zhenhui Xu, Meng Zhao, Liqun Liu et al.*15 citations*
247. **[Multiwave COVID-19 Prediction from Social Awareness Using Web Search and Mobility Data ↗](https://doi.org/10.1145/3534678.3539172)**Jiawei Xue, Takahiro Yabe, Kota Tsubouchi et al.*15 citations*
248. **[PECOS ↗](https://doi.org/10.1145/3534678.3542629)**Hsiang‐Fu Yu, Jiong Zhang, Wei-Cheng Chang et al.*15 citations*
249. **[Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning ↗](https://doi.org/10.1145/3534678.3539028)**Jiahao Ji, Jingyuan Wang, Junjie Wu et al.*15 citations*
250. **[Pricing the Long Tail by Explainable Product Aggregation and Monotonic Bandits ↗](https://doi.org/10.1145/3534678.3539142)**Marco Mussi, Gianmarco Genalti, Francesco Trovò et al.*15 citations*
251. **[Quantifying and Reducing Registration Uncertainty of Spatial Vector Labels on Earth Imagery ↗](https://doi.org/10.1145/3534678.3539410)**Wenchong He, Zhe Jiang, Marcus Kriby et al.*15 citations*
252. **[Sparse Conditional Hidden Markov Model for Weakly Supervised Named Entity Recognition ↗](https://doi.org/10.1145/3534678.3539247)**Yinghao Li, Le Song, Chao Zhang*15 citations*
253. **[Unsupervised Key Event Detection from Massive Text Corpora ↗](https://doi.org/10.1145/3534678.3539395)**Yunyi Zhang, Fang Guo, Jiaming Shen et al.*15 citations*
254. **[User Behavior Pre-training for Online Fraud Detection ↗](https://doi.org/10.1145/3534678.3539126)**Can Liu, Yuncong Gao, Li Sun et al.*15 citations*
255. **[User-Event Graph Embedding Learning for Context-Aware Recommendation ↗](https://doi.org/10.1145/3534678.3539458)**Dugang Liu, Mingkai He, Jinwei Luo et al.*15 citations*
256. **[Automatically Discovering User Consumption Intents in Meituan ↗](https://doi.org/10.1145/3534678.3539122)**Yinfeng Li, Chen Gao, Xiaoyi Du et al.*14 citations*
257. **[Downscaling Earth System Models with Deep Learning ↗](https://doi.org/10.1145/3534678.3539031)**Sung Won Park, Karandeep Singh, Arjun Babu Nellikkattil et al.*14 citations*
258. **[SagDRE ↗](https://doi.org/10.1145/3534678.3539304)**Ying Wei, Qi Li*14 citations*
259. **[The DipEncoder: Enforcing Multimodality in Autoencoders ↗](https://doi.org/10.1145/3534678.3539407)**Collin Leiber, Lena G. M. Bauer, Michael Neumayr et al.*14 citations*
260. **[Variational Graph Author Topic Modeling ↗](https://doi.org/10.1145/3534678.3539310)**Delvin Ce Zhang, Hady Wirawan Lauw*14 citations*
261. **[Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction ↗](https://doi.org/10.1145/3534678.3539461)**Kailun Wu, Weijie Bian, Zhangming Chan et al.*13 citations*
262. **[Affective Signals in a Social Media Recommender System ↗](https://doi.org/10.1145/3534678.3539054)**Jane Dwivedi-Yu, Yi‐Chia Wang, Lijing Qin et al.*13 citations*
263. **[Detecting Cash-out Users via Dense Subgraphs ↗](https://doi.org/10.1145/3534678.3539252)**Y. Ji, Zheng Zhang, Xinlei Tang et al.*13 citations*
264. **[Device-cloud Collaborative Recommendation via Meta Controller ↗](https://doi.org/10.1145/3534678.3539181)**Jiangchao Yao, Feng Wang, Xichen Ding et al.*13 citations*
265. **[DuIVA: An Intelligent Voice Assistant for Hands-free and Eyes-free Voice Interaction with the Baidu Maps App ↗](https://doi.org/10.1145/3534678.3539030)**Jizhou Huang, Haifeng Wang, Shiqiang Ding et al.*13 citations*
266. **[ExMeshCNN ↗](https://doi.org/10.1145/3534678.3539463)**Seonggyeom Kim, Dong‐Kyu Chae*13 citations*
267. **[JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks ↗](https://doi.org/10.1145/3534678.3539286)**Jian Li Kang, Qinghai Zhou, Hanghang Tong*13 citations*
268. **[Multi-View Clustering for Open Knowledge Base Canonicalization ↗](https://doi.org/10.1145/3534678.3539449)**Wei Shen, Yang Yang, Yinan Liu*13 citations*
269. **[Robust Inverse Framework using Knowledge-guided Self-Supervised Learning ↗](https://doi.org/10.1145/3534678.3539448)**Rahul Ghosh, Arvind Renganathan, Kshitij Tayal et al.*13 citations*
270. **[Saliency-Regularized Deep Multi-Task Learning ↗](https://doi.org/10.1145/3534678.3539442)**Guangji Bai, Liang Zhao*13 citations*
271. **[Temporal Multimodal Multivariate Learning ↗](https://doi.org/10.1145/3534678.3539159)**Hyoshin Park, Justice Darko, Niharika Deshpande et al.*13 citations*
272. **[The Battlefront of Combating Misinformation and Coping with Media Bias ↗](https://doi.org/10.1145/3534678.3542615)**Yi R. Fung, Kung-Hsiang Huang, Preslav Nakov et al.*13 citations*
273. **[Three-Stage Root Cause Analysis for Logistics Time Efficiency via Explainable Machine Learning ↗](https://doi.org/10.1145/3534678.3539024)**Shiqi Hao, Yang Liu, Yu Wang et al.*13 citations*
274. **[TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning ↗](https://doi.org/10.1145/3534678.3539255)**Yang Li, Yu Shen, Huaijun Jiang et al.*13 citations*
275. **[XDAI: A Tuning-free Framework for Exploiting Pre-trained Language Models in Knowledge Grounded Dialogue Generation ↗](https://doi.org/10.1145/3534678.3539135)**Jifan Yu, Xiaohan Zhang, Yifan Xu et al.*13 citations*
276. **[Analyzing Online Transaction Networks with Network Motifs ↗](https://doi.org/10.1145/3534678.3539096)**Jiawei Jiang, Yusong Hu, Xiaosen Li et al.*12 citations*
277. **[Applying Deep Learning Based Probabilistic Forecasting to Food Preparation Time for On-Demand Delivery Service ↗](https://doi.org/10.1145/3534678.3539035)**Chengliang Gao, Fan Zhang, Yue Zhou et al.*12 citations*
278. **[Automated Machine Learning & Tuning with FLAML ↗](https://doi.org/10.1145/3534678.3542636)**Chi Wang, Qingyun Wu, Xueqing Liu et al.*12 citations*
279. **[Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models ↗](https://doi.org/10.1145/3534678.3539464)**Tyler Wilson, Andrew T. McDonald, Asadullah Hill Galib et al.*12 citations*
280. **[Evaluating Knowledge Graph Accuracy Powered by Optimized Human-machine Collaboration ↗](https://doi.org/10.1145/3534678.3539233)**Yifan Qi, Weiguo Zheng, Liang Hong et al.*12 citations*
281. **[Fair and Interpretable Models for Survival Analysis ↗](https://doi.org/10.1145/3534678.3539259)**Md Mahmudur Rahman, Sanjay Purushotham*12 citations*
282. **[Multimodal AutoML for Image, Text and Tabular Data ↗](https://doi.org/10.1145/3534678.3542616)**Nick Erickson, Xingjian Shi, James Sharpnack et al.*12 citations*
283. **[Open-Domain Aspect-Opinion Co-Mining with Double-Layer Span Extraction ↗](https://doi.org/10.1145/3534678.3539386)**Mohna Chakraborty, Adithya Kulkarni, Qi Li*12 citations*
284. **[PARSRec ↗](https://doi.org/10.1145/3534678.3539432)**Ehsan Gholami, Mohammad Motamedi, Ashwin Aravindakshan*12 citations*
285. **[Real-Time Rideshare Driver Supply Values Using Online Reinforcement Learning ↗](https://doi.org/10.1145/3534678.3539141)**Benjamin Han, Hyungjun Lee, Sébastien Martin*12 citations*
286. **[Task-optimized User Clustering based on Mobile App Usage for Cold-start Recommendations ↗](https://doi.org/10.1145/3534678.3539105)**Bulou Liu, Bing Bai, Weibang Xie et al.*12 citations*
287. **[p-Meta ↗](https://doi.org/10.1145/3534678.3539293)**Zhongnan Qu, Zimu Zhou, Yongxin Tong et al.*12 citations*
288. **[Automatic Phenotyping by a Seed-guided Topic Model ↗](https://doi.org/10.1145/3534678.3542675)**Ziyang Song, Yuanyi Hu, Aman D Verma et al.*11 citations*
289. **[Looper: An End-to-End ML Platform for Product Decisions ↗](https://doi.org/10.1145/3534678.3539059)**Igor L. Markov, Hanson Wang, Nitya Kasturi et al.*11 citations*
290. **[Para-Pred: Addressing Heterogeneity for City-Wide Indoor Status Estimation in On-Demand Delivery ↗](https://doi.org/10.1145/3534678.3539167)**Wei Liu, Yi Chao Ding, Shuai Wang et al.*11 citations*
291. **[ROI-Constrained Bidding via Curriculum-Guided Bayesian Reinforcement Learning ↗](https://doi.org/10.1145/3534678.3539211)**Haozhe Wang, Chao Du, Panyan Fang et al.*11 citations*
292. **[Reinforcement Learning Enhances the Experts ↗](https://doi.org/10.1145/3534678.3542679)**Qianyue Hao, Wenzhen Huang, Fengli Xu et al.*11 citations*
293. **[Scalable Differentially Private Clustering via Hierarchically Separated Trees ↗](https://doi.org/10.1145/3534678.3539409)**Vincent Cohen-Addad, Alessandro Epasto, Silvio Lattanzi et al.*11 citations*
294. **[User Engagement in Mobile Health Applications ↗](https://doi.org/10.1145/3534678.3542681)**Babaniyi Yusuf Olaniyi, Ana Fernández del Río, África Periáñez et al.*11 citations*
295. **[A Nearly-Linear Time Algorithm for Minimizing Risk of Conflict in Social Networks ↗](https://doi.org/10.1145/3534678.3539469)**Liwang Zhu, Zhongzhi Zhang*10 citations*
296. **[Counseling Summarization Using Mental Health Knowledge Guided Utterance Filtering ↗](https://doi.org/10.1145/3534678.3539187)**Aseem Srivastava, Tharun Suresh, Sarah Peregrine Lord et al.*10 citations*
297. **[Debiasing the Cloze Task in Sequential Recommendation with Bidirectional Transformers ↗](https://doi.org/10.1145/3534678.3539430)**Khalil Damak, Sami Khenissi, Olfa Nasraoui*10 citations*
298. **[JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding ↗](https://doi.org/10.1145/3534678.3539131)**Wayne Xin Zhao, Kun Zhou, Zheng Gong et al.*10 citations*
299. **[Practical Counterfactual Policy Learning for Top-K Recommendations ↗](https://doi.org/10.1145/3534678.3539295)**Yaxu Liu, Jui-Nan Yen, Bowen Yuan et al.*10 citations*
300. **[Predicting Age-Related Macular Degeneration Progression with Contrastive Attention and Time-Aware LSTM ↗](https://doi.org/10.1145/3534678.3539163)**Changchang Yin, Sayoko Eileen Moroi, Ping Zhang*10 citations*

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