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title: "ACM Computing Surveys 2022 — all accepted papers, page 2"
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# ACM Computing Surveys 2022: all accepted papers

284 papers · page 2 of 3 · the most cited first · [← ACM Computing Surveys 2022](https://md.research.elamur.ai/free/en/venues/acm-computing-surveys/2022/)

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101. **[Few-Shot Object Detection: A Survey ↗](https://doi.org/10.1145/3519022)**Simone Antonelli, Danilo Avola, Luigi Cinque et al.*119 citations*
102. **[Biomedical Question Answering: A Survey of Approaches and Challenges ↗](https://doi.org/10.1145/3490238)**Qiao Jin, Zheng Peng Yuan, Guangzhi Xiong et al.*118 citations*
103. **[A Holistic View on Resource Management in Serverless Computing Environments: Taxonomy and Future Directions ↗](https://doi.org/10.1145/3510412)**Anupama Mampage, Shanika A. Karunasekera, Rajkumar Buyya*116 citations*
104. **[Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview ↗](https://doi.org/10.1145/3524496)**Zhaoxin Fan, Yazhi Zhu, Yulin He et al.*116 citations*
105. **[LoRa Networking Techniques for Large-scale and Long-term IoT: A Down-to-top Survey ↗](https://doi.org/10.1145/3494673)**Chenning Li, Zhichao Cao*116 citations*
106. **[Explainable Convolutional Neural Networks: A Taxonomy, Review, and Future Directions ↗](https://doi.org/10.1145/3563691)**Rami Ibrahim, M. Omair Shafiq*115 citations*
107. **[Scheduling IoT Applications in Edge and Fog Computing Environments: A Taxonomy and Future Directions ↗](https://doi.org/10.1145/3544836)**Mohammad Goudarzi, Marimuthu Swami Palaniswami, Rajkumar Buyya*115 citations*
108. **[An Empirical Survey on Long Document Summarization: Datasets, Models, and Metrics ↗](https://doi.org/10.1145/3545176)**Huan Yee Koh, Jiaxin Ju, Ming Liu et al.*112 citations*
109. **[A Survey on Data-driven Software Vulnerability Assessment and Prioritization ↗](https://doi.org/10.1145/3529757)**Triet Huynh Minh Le, Huaming Chen, Muhammad Ali Babar*111 citations*
110. **[A Security Review in the UAVNet Era: Threats, Countermeasures, and Gap Analysis ↗](https://doi.org/10.1145/3485272)**Alessio Rugo, Claudio A. Ardagna, Nabil El Ioini*110 citations*
111. **[Optimization Techniques for GPU Programming ↗](https://doi.org/10.1145/3570638)**Pieter Hijma, Stijn Heldens, Alessio Sclocco et al.*110 citations*
112. **[A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning ↗](https://doi.org/10.1145/3576918)**Jie Gui, Xiaofeng Cong, Yuan Cao et al.*109 citations*
113. **[Gait Recognition Based on Deep Learning: A Survey ↗](https://doi.org/10.1145/3490235)**Claudio Filipi Gonçalves dos Santos, Diego de Souza Oliveira, Leandro Aparecido Passos Júnior et al.*108 citations*
114. **[A Comprehensive Review of the State-of-the-Art on Security and Privacy Issues in Healthcare ↗](https://doi.org/10.1145/3571156)**Antonio López Martínez, Manuel Gil Pérez, Antonio Ruiz‐Martínez*107 citations*
115. **[Energy Efficient Computing Systems: Architectures, Abstractions and Modeling to Techniques and Standards ↗](https://doi.org/10.1145/3511094)**Rajeev Muralidhar, Renata Borovica‐Gajic, Rajkumar Buyya*106 citations*
116. **[Point-of-Interest Recommender Systems Based on Location-Based Social Networks: A Survey from an Experimental Perspective ↗](https://doi.org/10.1145/3510409)**Pablo Sánchez, Alejandro Bellogín*105 citations*
117. **[Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding ↗](https://doi.org/10.1145/3491206)**Jingya Zhou, Ling Liu, Wenqi Wei et al.*103 citations*
118. **[Time Series Compression Survey ↗](https://doi.org/10.1145/3560814)**Giacomo Chiarot, Claudio Silvestri*103 citations*
119. **[Trust in Edge-based Internet of Things Architectures: State of the Art and Research Challenges ↗](https://doi.org/10.1145/3558779)**Lidia Fotia, Flávia C. Delicato, Giancarlo Fortino*103 citations*
120. **[A Systematic Survey of General Sparse Matrix-matrix Multiplication ↗](https://doi.org/10.1145/3571157)**Jianhua Gao, Weixing Ji, Fangli Chang et al.*102 citations*
121. **[SoK: DAG-based Blockchain Systems ↗](https://doi.org/10.1145/3576899)**Qin Wang, Jiangshan Yu, Shiping Chen et al.*102 citations*
122. **[Deep Learning for Android Malware Defenses: A Systematic Literature Review ↗](https://doi.org/10.1145/3544968)**Yue Liu, Chakkrit Kla Tantithamthavorn, Li Li et al.*101 citations*
123. **[Neural Architecture Search Survey: A Hardware Perspective ↗](https://doi.org/10.1145/3524500)**Krishna Teja Chitty-Venkata, Arun K. Somani*101 citations*
124. **[Threats to Training: A Survey of Poisoning Attacks and Defenses on Machine Learning Systems ↗](https://doi.org/10.1145/3538707)**Zhibo Wang, Jingjing Ma, Xue Wang et al.*101 citations*
125. **[A Comprehensive Review on Vision-Based Violence Detection in Surveillance Videos ↗](https://doi.org/10.1145/3561971)**Fath U Min Ullah, Mohammad S. Obaidat, Amin Ullah et al.*99 citations*
126. **[How Can Incentive Mechanisms and Blockchain Benefit with Each Other? A Survey ↗](https://doi.org/10.1145/3539604)**Rong Han, Zheng Yan, Xueqin Liang et al.*98 citations*
127. **[Deep Learning in Sentiment Analysis: Recent Architectures ↗](https://doi.org/10.1145/3548772)**Tariq Abdullah, Ahmed Ahmet*97 citations*
128. **[A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning ↗](https://doi.org/10.1145/3547139)**Alberto Blanco-Justicia, David Sánchez, Josep Domingo‐Ferrer et al.*95 citations*
129. **[A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned, and Perspectives ↗](https://doi.org/10.1145/3561970)**Nils Rethmeier, Isabelle Augenstein*95 citations*
130. **[A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images ↗](https://doi.org/10.1145/3522747)**Pablo Messina, Pablo Pino, Denis Parra et al.*95 citations*
131. **[A Survey on Spatio-temporal Data Analytics Systems ↗](https://doi.org/10.1145/3507904)**Md Mahbub Alam, Luı́s Torgo, Albert Bifet*93 citations*
132. **[Fairness in Ranking, Part I: Score-Based Ranking ↗](https://doi.org/10.1145/3533379)**Meike Zehlike, Ke Yang, Julia Stoyanovich*91 citations*
133. **[Instance Space Analysis for Algorithm Testing: Methodology and Software Tools ↗](https://doi.org/10.1145/3572895)**Kate Smith‐Miles, Mario Andrés Muñoz*88 citations*
134. **[Fairness in Ranking, Part II: Learning-to-Rank and Recommender Systems ↗](https://doi.org/10.1145/3533380)**Meike Zehlike, Ke Yang, Julia Stoyanovich*87 citations*
135. **[Resource Management in Cloud and Cloud-influenced Technologies for Internet of Things Applications ↗](https://doi.org/10.1145/3571729)**Rathinaraja Jeyaraj, Anandkumar Balasubramaniam, Ajay Kumara M.A. et al.*87 citations*
136. **[Scheduling of Resource Allocation Systems with Timed Petri Nets: A Survey ↗](https://doi.org/10.1145/3570326)**Bo Huang, MengChu Zhou, Xiaoyu Sean Lu et al.*87 citations*
137. **[Systematic Review of Comparative Studies of the Impact of Realism in Immersive Virtual Experiences ↗](https://doi.org/10.1145/3533377)**Guilherme Gonçalves, Hugo Coelho, Pedro Monteiro et al.*87 citations*
138. **[A Survey on DNS Encryption: Current Development, Malware Misuse, and Inference Techniques ↗](https://doi.org/10.1145/3547331)**Minzhao Lyu, Hassan Habibi Gharakheili, Vijay Sivaraman*86 citations*
139. **[Privacy-Preserving Reputation Systems Based on Blockchain and Other Cryptographic Building Blocks: A Survey ↗](https://doi.org/10.1145/3490236)**Omar Hasan, Lionel Brunie, Elisa Bertino*86 citations*
140. **[A Survey on Assertion-based Hardware Verification ↗](https://doi.org/10.1145/3510578)**Hasini Witharana, Yangdi Lyu, Subodha Charles et al.*83 citations*
141. **[Quantum Software Components and Platforms: Overview and Quality Assessment ↗](https://doi.org/10.1145/3548679)**Manuel Serrano, José A. Cruz-Lemus, Ricardo Pérez‐Castillo et al.*83 citations*
142. **[The Role of Generative Adversarial Network in Medical Image Analysis: An In-depth Survey ↗](https://doi.org/10.1145/3527849)**Manal Alamir, Manal Alghamdi*82 citations*
143. **[More Recent Advances in (Hyper)Graph Partitioning ↗](https://doi.org/10.1145/3571808)**Ümit V. Çatalyürek, Karen Devine, Marcelo Fonseca Faraj et al.*81 citations*
144. **[A Comprehensive Report on Machine Learning-based Early Detection of Alzheimer's Disease using Multi-modal Neuroimaging Data ↗](https://doi.org/10.1145/3492865)**Shallu Sharma, Pravat Kumar Mandal*80 citations*
145. **[Android Source Code Vulnerability Detection: A Systematic Literature Review ↗](https://doi.org/10.1145/3556974)**Janaka Senanayake, Harsha Kalutarage, Mhd Omar Al-Kadri et al.*79 citations*
146. **[Explainable Goal-driven Agents and Robots - A Comprehensive Review ↗](https://doi.org/10.1145/3564240)**Sado Fatai, Chu Kiong Loo, Wei Shiung Liew et al.*79 citations*
147. **[How to Approach Ambiguous Queries in Conversational Search: A Survey of Techniques, Approaches, Tools, and Challenges ↗](https://doi.org/10.1145/3534965)**Kimiya Keyvan, Jimmy Xiangji Huang*78 citations*
148. **[A Survey on Task Assignment in Crowdsourcing ↗](https://doi.org/10.1145/3494522)**Danula Hettiachchi, Vassilis Kostakos, Jorge Gonçalves*77 citations*
149. **[A Survey on Semi-supervised Learning for Delayed Partially Labelled Data Streams ↗](https://doi.org/10.1145/3523055)**Heitor Murilo Gomes, Maciej Grzenda, Rodrigo Fernandes de Mello et al.*76 citations*
150. **[Understanding Online Privacy—A Systematic Review of Privacy Visualizations and Privacy by Design Guidelines ↗](https://doi.org/10.1145/3502288)**Susanne Barth, Dan Ionita, Pieter Hartel*76 citations*
151. **[Custom Scheduling in Kubernetes: A Survey on Common Problems and Solution Approaches ↗](https://doi.org/10.1145/3544788)**Zeineb Rejiba, Javad Chamanara*75 citations*
152. **[Assessment of Routing Attacks and Mitigation Techniques with RPL Control Messages: A Survey ↗](https://doi.org/10.1145/3494524)**Ankur O. Bang, Udai Pratap Rao, Pallavi Kaliyar et al.*74 citations*
153. **[Survey and Taxonomy of Adversarial Reconnaissance Techniques ↗](https://doi.org/10.1145/3538704)**Shanto Roy, Nazia Sharmin, Jaime C. Acosta et al.*74 citations*
154. **[Towards Metaheuristic Scheduling Techniques in Cloud and Fog: An Extensive Taxonomic Review ↗](https://doi.org/10.1145/3494520)**Raj Mohan Singh, Lalit Kumar Awasthi, Geeta Sikka*73 citations*
155. **[A Systematic Survey of Regularization and Normalization in GANs ↗](https://doi.org/10.1145/3569928)**Ziqiang Li, Muhammad Usman, Rentuo Tao et al.*72 citations*
156. **[Semantic Knowledge Graphs for the News: A Review ↗](https://doi.org/10.1145/3543508)**Andreas Lothe Opdahl, Tareq Al-Moslmi, Duc‐Tien Dang‐Nguyen et al.*71 citations*
157. **[What Are the Attackers Doing Now? Automating Cyberthreat Intelligence Extraction from Text on Pace with the Changing Threat Landscape: A Survey ↗](https://doi.org/10.1145/3571726)**Md Rayhanur Rahman, Rezvan Mahdavi-Hezaveh, Laurie A. Williams*70 citations*
158. **[A Survey of Privacy Vulnerabilities of Mobile Device Sensors ↗](https://doi.org/10.1145/3510579)**Paula Delgado-Santos, Giuseppe Stragapede, Rubén Tolosana et al.*68 citations*
159. **[Path Planning for UAV Communication Networks: Related Technologies, Solutions, and Opportunities ↗](https://doi.org/10.1145/3560261)**Junhai Luo, Zhiyan Wang, Ming Xia et al.*68 citations*
160. **[Runtime Adaptation of Data Stream Processing Systems: The State of the Art ↗](https://doi.org/10.1145/3514496)**Valeria Cardellini, Francesco Lo Presti, Matteo Nardelli et al.*68 citations*
161. **[Software-Based Dialogue Systems: Survey, Taxonomy, and Challenges ↗](https://doi.org/10.1145/3527450)**Quim Motger, Xavier Franch, Jordi Marco*68 citations*
162. **[Heterogeneous Network Access and Fusion in Smart Factory: A Survey ↗](https://doi.org/10.1145/3530815)**Dan Xia, Chun Sheng Jiang, Jiafu Wan et al.*67 citations*
163. **[Privacy Intelligence: A Survey on Image Privacy in Online Social Networks ↗](https://doi.org/10.1145/3547299)**Chi Liu, Tianqing Zhu, Jun Zhang et al.*66 citations*
164. **[A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective ↗](https://doi.org/10.1145/3519552)**Nhu–Ngoc Dao, Anh-Tien Tran, Ngo Hoang Tu et al.*64 citations*
165. **[Code Search: A Survey of Techniques for Finding Code ↗](https://doi.org/10.1145/3565971)**Luca Di Grazia, Michael Pradel*63 citations*
166. **[Survey on the Objectives of Recommender Systems: Measures, Solutions, Evaluation Methodology, and New Perspectives ↗](https://doi.org/10.1145/3527449)**Bushra Alhijawi, Arafat Awajan, Salam Fraihat*63 citations*
167. **[Query Processing on Heterogeneous CPU/GPU Systems ↗](https://doi.org/10.1145/3485126)**Viktor Rosenfeld, Sebastian Breß, Volker Markl*62 citations*
168. **[A Survey and Taxonomy of Latency Compensation Techniques for Network Computer Games ↗](https://doi.org/10.1145/3519023)**Shengmei Liu, Xiaokun Xu, Mark Claypool*61 citations*
169. **[A Survey on Voice Assistant Security: Attacks and Countermeasures ↗](https://doi.org/10.1145/3527153)**Chen Yan, Xiaoyu Ji, Kai Wang et al.*60 citations*
170. **[Human Body Pose Estimation for Gait Identification: A Comprehensive Survey of Datasets and Models ↗](https://doi.org/10.1145/3533384)**Luke Topham, Wasiq Khan, Dhiya Al‐Jumeily et al.*60 citations*
171. **[Progress in Multivariate Cryptography: Systematic Review, Challenges, and Research Directions ↗](https://doi.org/10.1145/3571071)**Jayashree Dey, Ratna Dutta*60 citations*
172. **[A Survey on Perceptually Optimized Video Coding ↗](https://doi.org/10.1145/3571727)**Yun Zhang, Linwei Zhu, Gangyi Jiang et al.*59 citations*
173. **[Fuzzing of Embedded Systems: A Survey ↗](https://doi.org/10.1145/3538644)**Joobeom Yun, Fayozbek Rustamov, Juhwan Kim et al.*59 citations*
174. **[Pushing the Level of Abstraction of Digital System Design: A Survey on How to Program FPGAs ↗](https://doi.org/10.1145/3532989)**Emanuele Del Sozzo, Davide Conficconi, Alberto Zeni et al.*59 citations*
175. **[Virtual Reality Solutions Employing Artificial Intelligence Methods: A Systematic Literature Review ↗](https://doi.org/10.1145/3565020)**Tainã Ribeiro de Oliveira, Brenda Biancardi Rodrigues, Matheus Moura da Silva et al.*59 citations*
176. **[Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research ↗](https://doi.org/10.1145/3505245)**Ross Gruetzemacher, David Paradice*57 citations*
177. **[Neural Network–Based Financial Volatility Forecasting: A Systematic Review ↗](https://doi.org/10.1145/3483596)**Wenbo Ge, Pooia Lalbakhsh, Leigh Isai et al.*57 citations*
178. **[A Survey on Fault Attacks on Symmetric Key Cryptosystems ↗](https://doi.org/10.1145/3530054)**Anubhab Baksi, Shivam Bhasin, Jakub Breier et al.*55 citations*
179. **[A Leap among Quantum Computing and Quantum Neural Networks: A Survey ↗](https://doi.org/10.1145/3529756)**Fabio Valerio Massoli, Lucia Vadicamo, Giuseppe M. Amato et al.*53 citations*
180. **[Recent Advances in Baggage Threat Detection: A Comprehensive and Systematic Survey ↗](https://doi.org/10.1145/3549932)**Divya Velayudhan, Taimur Hassan, Ernesto Damiani et al.*53 citations*
181. **[A Survey on Cyber Situation-awareness Systems: Framework, Techniques, and Insights ↗](https://doi.org/10.1145/3530809)**Hooman Alavizadeh, Julian Jang‐Jaccard, Simon Yusuf Enoch et al.*52 citations*
182. **[Conversational Agents in Therapeutic Interventions for Neurodevelopmental Disorders: A Survey ↗](https://doi.org/10.1145/3564269)**Fabio Catania, Micol Spitale, Franca Garzotto*52 citations*
183. **[Mitigating Bias in Algorithmic Systems—A Fish-eye View ↗](https://doi.org/10.1145/3527152)**Kalia Orphanou, Jahna Otterbacher, Styliani Kleanthous et al.*52 citations*
184. **[Taxonomy of Machine Learning Safety: A Survey and Primer ↗](https://doi.org/10.1145/3551385)**Sina Mohseni, Haotao Wang, Chaowei Xiao et al.*51 citations*
185. **[A Survey on Empirical Security Analysis of Access-control Systems: A Real-world Perspective ↗](https://doi.org/10.1145/3533703)**Simon Parkinson, Saad Khan*50 citations*
186. **[Cross-Technology Communication for the Internet of Things: A Survey ↗](https://doi.org/10.1145/3530049)**Yuan He, Xiuzhen Guo, Xiaolong Zheng et al.*50 citations*
187. **[Fighting False Information from Propagation Process: A Survey ↗](https://doi.org/10.1145/3563388)**Ling Sun, Yuan Rao, Lianwei Wu et al.*50 citations*
188. **[A Survey on Perfectly Secure Verifiable Secret-sharing ↗](https://doi.org/10.1145/3512344)**Anirudh Chandramouli, Ashish Choudhury, Arpita Patra*49 citations*
189. **[Carpooling in Connected and Autonomous Vehicles: Current Solutions and Future Directions ↗](https://doi.org/10.1145/3501295)**Farkhanda Zafar, Hasan Ali Khattak, Moayad Aloqaily et al.*49 citations*
190. **[Experimental Comparisons of Clustering Approaches for Data Representation ↗](https://doi.org/10.1145/3490384)**Sanjay Kumar Anand, Suresh Kumar V*49 citations*
191. **[Network Traffic Generation: A Survey and Methodology ↗](https://doi.org/10.1145/3488375)**Oluwamayowa Ade Adeleke, Nicholas Bastin, Deniz Gurkan*49 citations*
192. **[Performance Interference of Virtual Machines: A Survey ↗](https://doi.org/10.1145/3573009)**Weiwei Lin, Chennian Xiong, Wentai Wu et al.*48 citations*
193. **[Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey ↗](https://doi.org/10.1145/3487893)**Yiqun Xie, Shashi Shekhar, Yan Li*48 citations*
194. **[Engineering Blockchain-based Software Systems: Foundations, Survey, and Future Directions ↗](https://doi.org/10.1145/3530813)**Mahdi Fahmideh, John Grundy, Aakash Ahmad et al.*47 citations*
195. **[A Survey on Exotic Signatures for Post-quantum Blockchain: Challenges and Research Directions ↗](https://doi.org/10.1145/3572771)**Maxime Buser, Rafael Dowsley, Muhammed F. Esgin et al.*46 citations*
196. **[GraphQL: A Systematic Mapping Study ↗](https://doi.org/10.1145/3561818)**Antonio Quiña‐Mera, Pablo Fernández, José María García et al.*46 citations*
197. **[Interest Flooding Attacks in Named Data Networking: Survey of Existing Solutions, Open Issues, Requirements, and Future Directions ↗](https://doi.org/10.1145/3539730)**Ahmed Benmoussa, Chaker Abdelaziz Kerrache, Nasreddine Lagraa et al.*46 citations*
198. **[Scarcity of Labels in Non-Stationary Data Streams: A Survey ↗](https://doi.org/10.1145/3494832)**Conor Fahy, Shengxiang Yang, Mario Góngora*45 citations*
199. **[Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review ↗](https://doi.org/10.1145/3572772)**Hans Jakob Damsgaard, Aleksandr Ometov, Jari Nurmi*44 citations*
200. **[Constraint Enforcement on Decision Trees: A Survey ↗](https://doi.org/10.1145/3506734)**Géraldin Nanfack, Paul Temple, Benoît Frénay‬*44 citations*

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