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Scholarly Products, Publications, Awards and Honors

Publications by CARIDA members related to AI/ML/BD since FY2019

  1. Ukesh Chawal, Jay M. Rosenberger, Victoria C. P. Chen, Wei J. Lee, Mewan Wijemanne, Raghavendra K. Punugu, Asama Kulvanitchaiyanunt. A design and analysis of computer experiments based mixed integer linear programming approach for optimizing a system of electric vehicle charging stations. Expert Systems with Applications 2024. 245:123064
  2. Xiao Shi, Zhengyuan Zhu, Zeyu Zhang, Chengkai Li. Hallucination Mitigation in Natural Language Generation from Large-Scale Open-Domain Knowledge Graphs. EMNLP 2023. 12506-12521
  3. Sujit Maharjan, Shuaihua Zhao, Chen Zhong, Song Jiang. From LeanStore to LearnedStore: Using a Learned Index to Improve Database Index Search. HDIS 2023.
  4. Long-Kai Huang, Peilin Zhao, Junzhou Huang, Sinno Pan. Retaining Beneficial Information from Detrimental Data for Neural Network Repair. NeurIPS 2023.
  5. Nasim Shirvani-Mahdavi, Farahnaz Akrami, Mohammed Samiul Saeef, Xiao Shi, Chengkai Li. Comprehensive Analysis of Freebase and Dataset Creation for Robust Evaluation of Knowledge Graph Link Prediction Models. ISWC 2023. 113-133
  6. Muhammad Arif Khan, Roya Etminani-Ghasrodashti, Apurva Pamidimukkala, Sharareh Kermanshachi, Jay M. Rosenberger. Impacts of on-demand ride services on the number of traffic crashes-A case study of RideAustin in Austin, TX. Transportation Research Interdisciplinary Perspectives 2023. 22:100966
  7. Haomeng Zhang, Baoqian Wang, Ruitao Wu, Junfei Xie, Yan Wan, Shengli Fu, Kejie Lu. Exploring Networked Airborne Computing: A Comphrensive Approach with Advanced Simulator and Hardware Testbed. Unmanned Syst. 2023.
  8. Lu Zhang, Saiyang Na, Tianming Liu, Dajiang Zhu, Junzhou Huang. Multimodal Deep Fusion in Hyperbolic Space for Mild Cognitive Impairment Study. MICCAI (5) 2023: 674-684
  9. Yangyang Qian, Abhiram V. P. Premakumar, Yan Wan, Zongli Lin, Yacov A. Shamash, Ali Davoudi. Event-triggered control of power buffers in DC microgrids over an unreliable network. International Journal of Robust and Nonlinear Control 2023.
  10. Victor G. Lopez, Frank L. Lewis, Mushuang Liu, Yan Wan. Beyond Nash Solutions for Differential Graphical Games. IEEE Trans. Autom. Control. 68(9): 5791-5797 (2023)
  11. Mingyan Xiao, Wenqiang Jin, Chengkai Li, Ming Li. Eliciting Joint Truthful Answers and Profiles From Strategic Workers in Mobile Crowdsourcing Systems. IEEE Trans. Mob. Comput. 22(8): 4620-4633 (2023)
  12. Md. Abdus Salam, Senjuti Basu Roy, Gautam Das. Efficient approximate top-k mutual information based feature selection. J. Intell. Inf. Syst. 61(1): 191-223 (2023)
  13. Yangyang Qian, Tingyang Meng, Zongli Lin, Yan Wan, Yacov A. Shamash. Distributed event-triggered algorithms for the management of networked battery systems. IJRNC 2023.
  14. Xingsheng Zhao, Chen Zhong, Song Jiang. TurboHash: A Hash Table for Key-value Store on Persistent Memory. SYSTOR 2023: 35-48
  15. Chenyuan He, Lu Zhao, Yan Wan, Hongsheng Lu, Takayuki Shimizu. Sub-6 GHz V2X-assisted MmWave optimal scheduling for vehicular networks. Veh. Commun. 41:100610 (2023)
  16. Baoqian Wang, Junfei Xie, Kejie Lu, Yan Wan, Shengli Fu. Learning and Batch-Processing Based Coded Computation With Mobility Awareness for Networked Airborne Computing. IEEE Trans. Veh. Technol. 72(5): 6503-6517 (2023)

  17. Hanwen Liu, Peilin Zhao, Tingyang Xu, Yatao Bian, Junzhou Huang, Yuesheng Zhu, Yadong Mu. Curriculum Graph Poisoning. WWW 2023: 2011-2021
  18. Yang-Yang Qian, Mushuang Liu, Yan Wan, Frank L. Lewis, Ali Davoudi. Distributed Adaptive Nash Equilibrium Solution for Differential Graphical Games. IEEE Trans. Cybern. 53(4): 2275-2287 (2023)
  19. Yiwei Zhao, Song Jiang, Weidong Zhong, Lizhong Wang, Xiao-Feng Li. NEOP: A Framework for Distributed Mobile Apps on Heterogeneous Devices. ISADS 2023. 1-8
  20. Abhiram V. P. Premakumar, Yang-Yang Qian, Mohammadreza Davoodi, Yan Wan, Ali Davoudi. Robust Control of Power Buffers in DC Microgrids. IEEE Trans. Energy Convers. 38(1): 89-99.
  21. Yang-Yang Qian, Yan Wan, Zongli Lin, Yacov Shamash, Ali Davoudi. Distributed Dynamic Event-Triggered Control of Power Buffers in DC Microgrids. IEEE Trans. Syst. Man Cybern. Syst. 2023. 52(12): 7748-7759
  22. Tao Li, Yan Wan, Mushuang Liu, Murilo Augusto Pinheiro, Chenyuan He. Estimation of Random Mobility Models with Application to Unmanned Aerial Vehicles. Unmanned Syst. 2023.
  23. Lu Zhao, Yan Wan, Chenyuan He, Frank L. Lewis. Structural Analysis of the Stochastic Influence Model for Indentifiability and Reduced-Order Estimation. TSMC 2023.
  24. Meryem Deniz, Lu Zhao, Yan Wan, Frank L. Lewis. Game-Theoretic Decision-Making and Payoff Design for UAV Collision Avoidance in a Three-Dimensional Airspace. Unmanned Syst. 2023.
  25. Siyu Zhou, Yang-Yang Qian, Yan Wan, Zongli Lin, Yacov A. Shamash, Ali Davoudi. Model-Based Dynamic Event-Triggered Distributed Control of Linear Physically Interconnected Systems and Application to Power IEEE IoT J. 10(24): 22320-22330 (2023)
  26. Muhammad Arif Khan, Ronik Ketankumar Patel, Apurva Pamidimukkala, Sharareh Kermanshachi, Jay M. Rosenberger, Greg Hladik, Ann Foss. Factors that determine a university community’s satisfaction levels with public transit services. Frontiers in Built Environment 2023. 9:1125149
  27. Gazi Md Daud Iqbal, Hao Zhang, Wareen D'Souza, Lidan Ha, Jay M. Rosenberger. Four-dimensional computed tomography-based ventilation imaging in intensity-modulated radiation therapy treatment planning for pulmonary functional avoidance. J. Appl. Clin. Med. Phys. 2023. 24(6):e13920
  28. Yang-Yang Qian, Yan Wan, Zongli Lin, Yacov Shamash, Ali Davoudi. Distributed Dynamic Event-Triggered Control of Power Buffers in DC Microgrids. IEEE Trans. Syst. Man Cybern. Syst. 52 2022 (12): 7748-7759
  29. Hui-Chiao Jen, Brain L Huff, Aera K LeBoulluec, Bahareh Nasirian, Seoung Bum Kim, Jay M. Rosenberger, Victoria CP Chen. A discrete-event simulation tool for airport deicing activities: Dallas- Fort Worth International Airport. Simulation 2022. 92(12):1097-1114
  30. Chenyuan He, Yan Wan, Lu Zhao, Hongsheng Lu, Takayuki Shimizu. Sub-6 GHz V2X-assisted Synchronous Millimeter Wave Scheduler for Vehicle-to-Vehicle Communications. IEEE Trans. Veh. Technol. 2022 72(11): 11717-11728.
  31. Mushuang Liu, Yan Wan, Frank L. Lewis, Subramanya Nageshrao. A Three-Level Game-Theoretic Decision-Making Framework for Autonomous Vehicles. IEEE Trans. On Intelligent Transportation System 2022. 23:20298-20308
  32. Mohammad MinHazul Haq, Junzhou Huang. Self-supervised Pre-training for Nuclei Segmentation. MICCAI (2) 2022: 303-313
  33. Yang-Yang Qian, Abhiram V. P. Premakumar, Yan Wan, Zongli Lin, Yacov A. Shamash, Ali Davoudi. Dynamic Event-Triggered Distributed Secondary Control of DC Microgrids. IEEE Trans. Power Electron. 2022. 37(9): 10226-10238
  34. Dandan Wang, Xiao Fang, Yan Wan, Jialing Zhou, Guanghui Wen. Distributed Optimization Algorithms for MASs with Network Attacks: From Continuous-time to Event-triggered Communication. IEEE Trans. Netw. Sci. Eng. 2022. 9(5):3332-3344
  35. Abolfazl Asudeh, Gautam Das, H. V. Jagadish, Shangqi Lu, Azade Nazi, Yufei Tao, Nan Zhang, Jianwen Zhao. On Finding Rank Regret Representatives. ACM Trans. Database Syst. 47(3): 10:1-10:37 (2022)
  36. Chen Zhong, Prajwal Challa, Xingsheng Zhao, Song Jiang. Buffered Hash Table: Leveraging DRAM to Enhance Hash Indexes in the Persistent Memory. NVMSA 2022: 8-13
  37. Mushuang Liu, Yan Wan, Victor G. Lopez, Frank L. Lewis, Gary A. Hewer, Katia Estabridis. On the robustness of networked cooperative tracking systems. Autom. 141: 110280 (2022)
  38. Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang. Vision-Language Pre-Training with Triple Contrastive Learning. CoRR abs/2202.10401 (2022)
  39. Zhengyuan Zhu, Zeyu Zhang, Foram Patel, Chengkai Li. Detecting Stance of Tweets Toward Truthfulness of Factual Claims. C+J Symposium 2022.
  40. Lu Zhao, Yan Wan. Identifiability and Estimation of Partially Observed Influence Models. IEEE Control. Syst. Lett. 6: 3385-3390 (2022)
  41. Xinglong Ju, Jay M. Rosenberger, Victoria C.P. Chen, Feng Liu. Global optimization on non-convex two-way interaction truncated linear multivariate adaptive regression splines using mixed integer quadratic programming. Inf. Sci. 2022. 597:38-52
  42. Muhammad Arif Khan, Roya Etminani-Ghasrodashti, Sharareh Kermanshachi, Jay M. Rosenberger, Qisheng Pan, Ann Foss. Do ridesharing transportation services alleviate traffic crashes? A time series analysis. Traffic Inj. Prev. 2022. 23(6):333-338
  43. Saravanan Thirumuruganathan, Suraj Shetiya, Nick Koudas, Gautam Das. Prediction Intervals for Learned Cardinality Estimation: An Experimental Evaluation. ICDE 2022: 3051-3064
  44. Suraj Shetiya, Ian P. Swift, Abolfazl Asudeh, Gautam Das. Fairness-Aware Range Queries for Selecting Unbiased Data. ICDE 2022: 1423-1436
  45. Gautam Das. Fairness in Database Querying. DASFAA 2022.
  46. Lingfeng Xiang, Xingsheng Zhao, Jia Rao, Song Jiang, Hong Jiang. Characterizing the performance of intel optane persistent memory: a close look at its on-DIMM buffering. EuroSys 2022: 488-505
  47. Victor G. Lopez, Frank L. Lewis, Mushuang Liu, Yan Wan, Subramanya Nageshrao, Dimitar Filev. Game-Theoretic Lane-Changing Decision Making and Payoff Learning for Autonomous Vehicles. IEEE Trans. Veh. Tech. 2022. 71(4): 3509-3620.
  48. Abhijit Roy, Mohsen Shahandashti, Jay M. Rosenberger. Effects of Network Uncertainty on Seismic Vulnerability Assessment of Water Pipe Networks. Int. J. Civ. Eng. 2022. 13(3):04022016
  49. Srividya Sekar, Amin Daghighi, Victoria Chen, Glenn Clingenpeel, Yu Zhang, Jay M. Rosenberger, Azam Boskabadi. Optimizing Water Supply through Reservoir Conversion and Storage of Return Flow- A Case Study at Joe Pool Lake. Tex. Water J. 2022. 13(1):1-12
  50. Yuzhi Guo, Jiaxiang Wu, Hehuan Ma, Junzhou Huang. Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures. AAAI 2022: 6801-6809
  51. Chenyuan He, Yan Wan, Junfei Xie. Automated Playbook for UAV Traffic Management Based on Spatiotemporal Scenario Data. Unmanned Syst. 10(3): 255-271 (2022)
  52. Abolfazl Asudeh, Jees Augustine, Saravanan Thirumuruganathan, Azade Nazi, Nan Zhang, Gautam Das, Divesh Srivastava. Scalable signal reconstruction for a broad range of applications. Commun. ACM 64(2): 106-115 (2021)
  53. Gazi Md Daud Iqbal, Jay M. Rosenberger, Victoria Chen, Robert Gatchel, Carl Noe. Multi-objective two-stage stochastic programming for adaptive interdisciplinary pain management with piecewise linear network transition models. IISE Trans. Healthc. Syst. Eng. 2021. 11:240-254
  54. Muhammad Arif Khan, Roya Etminani-Ghasrodashti, Amir Shahmoradi, Sharareh Kermanshachi, Jay M. Rosenberger, Ann Foss. Integrating shared autonomous vehicles into existing transportation services: evidence from a paratransit service in Arlington, Texas. Int. J. Civ. Eng. 2022. 20:601-618
  55. Hadis Anahideh, Jay M. Rosenberger, Victoria C. P. Chen. High-dimensional black-box optimization under uncertainty. Comput. Oper. Res. 137: 105444 (2022)
  56. Robert Fabbro, Chen Zhong, Song Jiang. ML-LIRS: Leveraging Machine Learning to Improve the LIRS Replacement Algorithm. HPBD&IS 2021: 74-78
  57. Lu Zhao, Chenyuan He, Yan Wan. Reduced-Order Estimation of the Uniform Completely Connected Homogeneous Influence Model (UCC-HIM). IEEE Control. Syst. Lett. 5(6): 2186-2191 (2021)
  58. Y. Qian, Y. Wan. Design of fully distributed event-triggered control strategies with positive minimum inter-event times. Automatica 2021. 133:109837
  59. Jinyu Yang, Chunyuan Li, Weizhi An, Hehuan Ma, Yuzhi Guo, Yu Rong, Peilin Zhao, Junzhou Huang. Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation. ICCV 2021: 9174-9183
  60. Mushuang Liu, Yan Wan, Frank L. Lewis, Ella M. Atkins, Dapeng Oliver Wu. Statistical Properties and Airspace Capacity for Unmanned Aerial Vehicle Networks Subject to Sense-and-Avoid Safety Protocols. IEEE Trans. Intell. Transp. Syst. 22(9): 5890-5903 (2021)
  61. Mushuang Liu, Yan Wan, Victor G. Lopez, Frank L. Lewis, Gary A. Hewer, Katia Estabridis. Differential Graphical Game With Distributed Global Nash Solution. IEEE Trans. Control. Netw. Syst. 8(3): 1371-1382 (2021)
  62. Tao Li, Yan Wan. A fuel savings and benefit analysis of reducing separation standards in the oceanic airspace managed by the New York Air Route Traffic Control Center. Transportation. Transp. Res. Part E. 2021. 152:102407
  63. Hao Fan, Shengwei Bian, Song Wu, Song Jiang, Shadi Ibrahim, Hai Jin. Gear: Enable Efficient Container Storage and Deployment with a New Image Format. ICDCS 2021: 115-125
  64. Ying Wei, Peilin Zhao, Junzhou Huang. Meta-learning Hyperparameter Performance Prediction with Neural Processes. ICML 2021: 11058-11067
  65. Baoqian Wang, Junfei Xie, Kejie Lu, Yan Wan, Shengli Fu. On Batch-Processing Based Coded Computing for Heterogeneous Distributed Computing Systems,” IEEE Trans. on network of science 2021. 8:2438-2454
  66. Jees Augustine, Suraj Shetiya, Mohammadreza Esfandiari, Senjuti Basu Roy, Gautam Das. A Generalized Approach for Reducing Expensive Distance Calls for A Broad Class of Proximity Problems. SIGMOD Conference 2021: 142-154
  67. Sona Hasani and Saravanan Thirumuruganathan, Nick Koudas, Gautam Das: Shahin. Faster Algorithms for Generating Explanations for Multiple Predictions. ACM SIGMOD 2021. 2235-2243
  68. Chen Zhong, Xingsheng Zhao, Song Jiang. LIRS2: An Improved LIRS Replacement Algorithm. SYSTOR 2021: 1-12
  69. Chenyuan He, Yan Wan, Frank L. Lewis. On the Identifiability of the Influence Model for Stochastic Spatiotemporal Spread Processes. IEEE Trans. Syst. Man Cybern. Syst. 51(6): 3876-3888 (2021)
  70. Xinglong Ju, Victoria C.P. Chen, Jay M. Rosenberger, Feng Liu. Fast knot optimization for multivariate adaptive regression splines using hill climbing methods. Expert Syst. Appl. 2021. 171:114565
  71. Zhengyuan Zhu, Kevin Meng, Josue Caraballo, Israa Jaradat, Xiao Shi, Zeyu Zhang, Farahnaz Akrami, Haojin Liao, Fatma Arslan, Damian Jimenez, Mohammed Samiul Saeef, Paras Pathak, Chengkai Li. A Dashboard for Mitigating the COVID-19 Misinfodemic. EACL (System Demonstrations) 2021: 99-105
  72. Wenhui Zhang, Xingsheng Zhao, Song Jiang, Hong Jiang. ChameleonDB: a key-value store for optane persistent memory. EuroSys 2021: 194-209
  73. Xingsheng Zhao, Song Jiang, Xingbo Wu. WipDB: A Write-in-place Key-value Store that Mimics Bucket Sort. ICDE 2021: 1404-1415
  74. Chenyuan He, Yan Wan, Yixin Gu, Frank L. Lewis. Integral reinforcement learning-based approximate minimum time-energy path planning in an unknown environment. IJRNC 2021. 31(6):1905-1922
  75. Deepak Puthal, Saraju P. Mohanty, Elias Kougianos, Gautam Das. When Do We Need the Blockchain? IEEE Consumer Electron. Mag. 10(2): 53-56 (2021)
  76. Wenshao Zhong, Chen Chen, Xingbo Wu, Song Jiang. REMIX: Efficient Range Query for LSM-trees. FAST 2021: 51-64
  77. Jinyu Yang, Peilin Zhao, Yu Rong, Chaochao Yan, Chunyuan Li, Hehuan Ma, Junzhou Huang. Hierarchical Graph Capsule Network. AAAI 2021: 10603-10611
  78. Bancha Ariyajunya, Ying Chen, Victoria C. P. Chen, Seoung Bum Kim, Jay M. Rosenberger. Addressing state space multicollinearity in solving an ozone pollution dynamic control problem. Eur. J. Oper. Res. 289(2): 683-695 (2021)
  79. Chenyuan He, Yan Wan, Yixin Gu, Frank L. Lewis. Integral Reinforcement Learning-Based Multi-Robot Minimum Time-Energy Path Planning Subject to Collision Avoidance and Unknown Environmental Disturbances. IEEE Control. Syst. Lett. 5(3): 983-988 (2021)
  80. Victoria C. P. Chen, Yuan Zhou, Alireza Fallahi, Amith Viswanatha, Jingmei Yang, Feng Liu, Nilabh S. Ohol, Yasaman Ghasemi, Ashkan Aliabadi Farahani, Jay M. Rosenberger, Jeffrey B. Guild. An Optimization Framework to Study the Balance Between Expected Fatalities Due to COVID-19 and the Reopening of US Communities. IEEE Trans. Autom. Sci. Eng. 2021. 19(2):586-602
  81. Gazi Md Daud Iqbal, Jay M. Rosenberger, Victoria Chen, Robert Gatchel, Carl Noe. Multi-objective two-stage stochastic programming for adaptive interdisciplinary pain management with piecewise linear network transition models. IISE Trans. Healthc. Syst. Eng. 2021. 11:240-254
  82. Chaochao Yan, Qianggang Ding, Peilin Zhao, Shuangjia Zheng, Jinyu Yang, Yang Yu, Junzhou Huang. RetroXpert: Decompose Retrosynthesis Prediction Like A Chemist. NeurIPS 2020
  83. Mushuang Liu, Yan Wan, Frank L. Lewis, Victor G. Lopez. Adaptive Optimal Control for Stochastic Multi-Agent Differential Games using On-Policy and Off-Policy Reinforcement Learning. IEEE Trans. Neural Netw. Learn. Syst. 2020. 31(12): 109177
  84. Suraj Shetiya, Saravanan Thirumuruganathan, Nick Koudas, Gautam Das. Astrid: Accurate Selectivity Estimation for String Predicates using Deep Learning. Proc. VLDB Endow. 14(4): 471-484 (2020)
  85. Gong Cheng, Shuxin Li, Ke Zhang, Chengkai Li. Generating Compact and Relaxable Answers to Keyword Queries over Knowledge Graphs. ISWC (1) 2020: 110-127
  86. Victor G. Lopez, Frank L. Lewis, Yan Wan, Mushuang Liu, Gary Hewer, Katia Estabridis. Stability and robustness analysis of minmax solutions for differential graphical games. Automatica 2020. 121:109177
  87. Ashwin Raju, Jiawen Yao, Mohammad MinHazul Haq, Jitendra Jonnagaddala, Junzhou Huang. Graph Attention Multi-instance Learning for Accurate Colorectal Cancer Staging. MICCAI (5) 2020: 529-539
  88. Baoqian Wang, Junfei Xie, Songwei Li, Yan Wan, Yixin Gu, Shengli Fu, Kejie Lu. Computing in the air: An open airborne computing platform. IET Comms. 2020. 14(15): 2410-2419
  89. Dylan Bertoni, Laura M. Sterni, Kevin D. Pereira, Gautam Das, and Amal Isaiah. Predicting polysomnographic severity thresholds in children using machine learning. Pediatr. Res. 2020. 88(3):404-411
  90. Ajaya Kumar Tripathy, Ambarish G. Mohapatra, Saraju P. Mohanty, Elias Kougianos, Amit Mahesh Joshi, Gautam Das. EasyBand: A Wearable for Safety-Aware Mobility During Pandemic Outbreak. IEEE Consumer Electron. Mag. 9(5): 57-61 (2020)
  91. Jinyu Yang, Weizhi An, Sheng Wang, Xinliang Zhu, Chaochao Yan, Junzhou Huang. Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation. ECCV (27) 2020: 480-498
  92. Mohammad MinHazul Haq, Junzhou Huang. Adversarial Domain Adaptation for Cell Segmentation. MIDL 2020: 277-287
  93. Farahnaz Akrami, Mohammed Samiul Saeef, Qingheng Zhang, Wei Hu, Chengkai Li. Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study. SIGMOD Conference 2020: 1995-2010
  94. Victor G. Lopez, Yan Wan, Frank L. Lewis. Bayesian Graphical Games for Synchronization in Dynamical Networks. IEEE Trans. Control Netw. Syst. 2020. 7(2):1028-1039
  95. Shohedul Hasan, Saravanan Thirumuruganathan, Jees Augustine, Nick Koudas, Gautam Das. Deep Learning Models for Selectivity Estimation of Multi-Attribute Queries. SIGMOD 2020. 1035-1050
  96. Fatma Arslan, Josue Caraballo, Damian Jimenez, Chengkai Li. Modeling Factual Claims with Semantic Frames. LREC 2020: 2511-2520
  97. Victor G. Lopez, Frank L. Lewis, Yan Wan, Edgar N. Sanchez, Lingling Fan. Solutions for Multiagent Pursuit-Evasion Games on Communication Graphs: Finite-Time Capture and Asymptotic Behaviors. IEEE Trans. Autom. Control. 65(5): 1911-1923
  98. Saravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas, Gautam Das. Approximate Query Processing for Data Exploration using Deep Generative Models. ICDE 2020: 1309-1320
  99. Yu Rong, Wenbing Huang, Tingyang Xu, Junzhou Huang. DropEdge: Towards Deep Graph Convolutional Networks on Node Classification. ICLR 2020
  100. Mushuang Liu, Yan Wan, Frank L. Lewis. Adaptive Optimal Decision in Multi-Agent Random Switching Systems. IEEE Trans. Control Syst. Lett. 2020. 4(2):265-270
  101. Fatma Arslan, Naeemul Hassan, Chengkai Li, Mark Tremayne. A Benchmark Dataset of Check-worthy Factual Claims. CoRR abs/2004.14425 (2020)
  102. Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, James Abello Monedero, Pierre Bourhis, François Charoy, Marina Danilevsky, Gautam Das, Gianluca Demartini, Shady Elbassuoni, David Gross-Amblard, Emilie Hoareau, Munenari Inoguchi, Jared B. Kenworthy, Itaru Kitahara, Dongwon Lee, Yunyao Li, Ria Mae Borromeo, Paolo Papotti, H. Raghav Rao, Sudeepa Roy, Pierre Senellart, Keishi Tajima, Saravanan Thirumuruganathan, Marion Tommasi, Kazutoshi Umemoto, Andrea Wiggins, Koichiro Yoshida. Making AI Machines Work for Humans in FoW. SIGMOD Rec. 49(2): 30-35 (2020)
  103. Zequn Sun, Qingheng Zhang, Wei Hu, Chengming Wang, Muhao Chen, Farahnaz Akrami, Chengkai Li. A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs. CoRR abs/2003.07743 (2020)
  104. Amal Isaiah, Dylan Bertoni, Kevin D. Pereira, Montserrat Diaz-Abad, Ron B. Mitchell, Gautam Das. Treatment-Related Changes in Heart Rate Variability in Children with Sleep Apnea. Otalaryngology 2020. 162(5):737-745
  105. Ravi Kiran Boggavarapu, Song Jiang. Deduplicaton-aware I/O Buffer Management in the Linux Kernel for Improved I/O Performance. KST 2020: 70-74
  106. Mushuang Liu, Yan Wan, Songwei Li, Frank L. Lewis, Shengli Fu. Learning and Uncertainty-exploited Directional Antenna Control for Robust Long-distance and Broad-band Aerial Communication. IEEE Trans. Veh. Technol. 69(1):593-606
  107. Ying Chen, Feng Liu, Jay M. Rosenberger, Victoria C. P. Chen, Asama Kulvanitchaiyanunt, Yuan Zhou. Efficient approximate dynamic programming based on design and analysis of computer experiments for infinite-horizon optimization. Comput. Oper. Res. 2020. 124: 105032
  108. Gautam Das. Scalable Signal Reconstruction for a Broad Range of Applications by Leveraging Database Techniques. IEEE iSES 2020. 64(2)
  109. Jees Augustine, Suraj Shetiya, Abolfazl Asudeh, Saravanan Thirumuruganathan, Azade Nazi, Nan Zhang, Gautam Das, Divesh Srivastava. Orca-SR: A Real-Time Traffic Engineering Framework leveraging Similarity Joins. Proc. VLDB Endow. 13(12): 2977-2980 (2020)
  110. Suraj Suresh Shetiya, Abolfazl Asudeh, Sadia Ahmed, Gautam Das. A Unified Optimization Algorithm for Solving “Regret-Minimizing Representative” Problems. PVLDB 2020. 13(3):239-251
  111. Abolfazl Asudeh, Jees Augustine, Azade Nazi, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Divesh Srivastava. Scalable algorithms for signal reconstruction by leveraging similarity joins. VLDB J. 29(2-3): 681-707 (2020)
  112. Kejie Lu, Junfei Xie, Yan Wan, Shengli Fu. Toward UAV-based Airborne Computing. IEEE Comms. Magazine 2019. 26(6):172-179
  113. Fan Ni, Song Jiang. RapidCDC: Leveraging Duplicate Locality to Accelerate Chunking in CDC-based Deduplication Systems. SoCC 2019: 220-232
  114. Songwei Li, Chenyuan He, Mushuang Li, Yan Wan, Yixin Gu, Junfei Xie, Shengli Fu, Kejie Lu. Design and Implementation of Aerial Communication Using Directional Antennas: Learning Control in Unknown Communication Environment. IET Control Theory Appl. 2019. 13(17):2906-2916
  115. Kyriakos G. Vamvoudakis, Yan Wan, Frank L. Lewis. Workshop on Distributed Reinforcement Learning and Reinforcement-Learning Games. IEEE Control Syst. Mag. 2019. 39(6)122-124
  116. Tao Li, Yan Wan. Estimating the Geographic Distribution of Originating Air Travel Demand by a Bi-level Optimization Model. Transp. Res. Part E. 2019. 131:267-291
  117. Jiawen Yao, Xinliang Zhu, Junzhou Huang. Deep Multi-instance Learning for Survival Prediction from Whole Slide Images. MICCAI (1) 2019: 496-504
  118. Amal Isaiah, Kevin D. Pereira, and Gautam Das. Polysomnography and Treatment-Related Outcomes of Childhood Sleep Apnea. PEDIATRICS 2019. 144(4):e20191097
  119. Fan Ni, Xingbo Wu, Weijun Li, Lei Wang, Song Jiang. Leveraging SSD's Flexible Address Mapping to Accelerate Data Copy Operations. HPCC/SmartCity/DSS 2019: 1051-1059
  120. Abolfazl Asudeh, Azade Nazi, Nan Zhang, Gautam Das, H. V. Jagadish. RRR: Rank-Regret Representative. SIGMOD Conference 2019: 263-280
  121. Abolfazl Asudeh, H. V. Jagadish, Julia Stoyanovich, Gautam Das. Designing Fair Ranking Schemes. SIGMOD Conference 2019: 1259-1276
  122. Yifan Guan, Abolfazl Asudeh, Pranav Mayuram, H. V. Jagadish, Julia Stoyanovich, Gerome Miklau, Gautam Das. MithraRanking: A System for Responsible Ranking Design. SIGMOD Conference 2019: 1913-1916
  123. Fan Ni, Song Jiang, Hong Jiang, Jian Huang, Xingbo Wu. SDC: a software defined cache for efficient data indexing. ICS 2019: 82-93
  124. Fan Ni, Xing Lin, Song Jiang. SS-CDC: a two-stage parallel content-defined chunking for deduplicating backup storage. SYSTOR 2019: 86-96
  125. Na Wang, Jay Rosenberger, Gazi Md Daud Iqbal, Victoria Chen, Robert J Gatchel, Carl Noe, Aera Kim LeBoulluec. Two-stage stochastic programming for interdisciplinary pain management. IISE Trans. Healthc. Syst. Eng. 2019. 9(2):131-145
  126. Md. Abdus Salam, Mary E. Koone, Saravanan Thirumuruganathan, Gautam Das, Senjuti Basu Roy. A Human-in-the-loop Attribute Design Framework for Classification. WWW 2019: 1612-1622
  127. Zhuo Huang, Song Wu, Song Jiang, Hai Jin. FastBuild: Accelerating Docker Image Building for Efficient Development and Deployment of Containers. MSST 2019: 28-37
  128. Junfei Xie, Yan Wan, Kevin Mills, James J. Filliben, Yu Lei, Zongli Lin. M-PCM-OFFD: An Effective Output Statistics Estimation Method for Systems of High Dimensional Uncertainties Subject to Low-Order Parameter Interactions. Math. Comput. Simul. 2019. 159:93-118
  129. Abolfazl Asudeh, Azade Nazi, Nick Koudas, Gautam Das. Maximizing Gain over Flexible Attributes in Peer to Peer Marketplaces. PAKDD (3) 2019: 327-345
  130. Xingbo Wu, Fan Ni, Song Jiang. Wormhole: A Fast Ordered Index for In-memory Data Management. EuroSys 2019: 18:1-18:16
  131. Yan Wan, Jing Yan, Zongli Lin, Vardhman Sheth, Sajal K. Das. On the Structural Perspective of Computational Effectiveness for Quantized Consensus in Layered UAV Networks. IEEE Trans. Control. Netw. Syst. 6(1): 276-288 (2019)
  132. Junfei Xie, Akhil Reddy Kothapally, Yan Wan, Chenyuan He, Christine Taylor, Craig Wanke, Matthias Steiner. Similarity Search of Spatiotemporal Scenario Data for Strategic Air Traffic Management. ARC 2019. 16(5): 187-202
  133. Habibur Rahman, Senjuti Basu Roy, Saravanan Thirumuruganathan, Sihem Amer-Yahia, Gautam Das. Optimized group formation for solving collaborative tasks. VLDB J. 28(1): 1-23 (2019)
  134. Deepak Puthal, Saraju P. Mohanty, Priyadarsi Nanda, Elias Kougianos, Gautam Das. Proof-of-Authentication for Scalable Blockchain in Resource-Constrained Distributed Systems. ICCE 2019: 1-5
  135. Alireza Fallahi, Jay M. Rosenberger, Victoria C. P. Chen, Wei-Jen Lee, Shouyi Wang. Linear Programming for Multi-Agent Demand Response. IEEE Access 2019. 7: 181479-181490
  136. Amal Isaiah, Meryam Shikara, Kevin D Pereira, Gautam Das. Refining screening questionnaires for prediction of sleep apnea severity in children. Sleep Breath 2019. 24(4)1349-1356
  137. Kin Ming Puk, Shouyi Wang, Jay M. Rosenberger, Kellen C. Gandy, Haley Nicole Harris, Yuan Bo Peng, Anne Nordberg, Peter Lehmann, Jodi Tommerdahl, Jung-Chih Chiao. Emotion recognition and analysis using ADMM-based sparse group lasso. IEEE Trans. Affect. Comput. 2019. 13(1):199-210
  138. Arezoo Memarian, Jay M. Rosenberger, Stephen P. Mattingly, James C. Williams, Hossein Hashemi. An optimization-based traffic diversion model during construction closures. Comput. Aided Civ. Infrastructure Eng. 34(12): 1087-1099 (2019)

  139. Xinglong Ju, Victoria C.P. Chen, Jay M. Rosenberger, Feng `Splines. IEE Annual Conf. 2019. 118-123
  140. Gautam Das. Humans in Data Science - How to Engineer Features for Machine Learning. ICIT 2019
  141. Sona Hasani, Faezeh Ghaderi, Shohedul Hasan, Saravanan Thirumuruganathan, Abolfazl Asudeh, Nick Koudas, Gautam Das. ApproxML: Efficient Approximate Ad-Hoc ML Models Through Materialization and Reuse. Proc. VLDB Endow. 12(12): 1906-1909 (2019)
  142. Abolfazl Asudeh, Jees Augustine, Azade Nazi, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Divesh Srivastava. Efficient Signal Reconstruction for a Broad Range of Applications. SIGMOD Rec. 48(1): 42-49 (2019)

Awards and Honors Received by CARIDA Members Since FY2019

  1. Dr. Das became a Fellow of the IEEE.
  2. Dr. Das and his colleagues were invited to publish an article on their recent work with AT&T in the Research Highlights Section of the Communications of the ACM, the monthly journal of the Association for Computing Machinery (ACM) with broad readership, intended for readers with backgrounds in all areas of computer science and information systems.
  3. Dr. Yan Wan received the Outstanding Research Achievement or Creative Accomplishment Award, which is one of the two premier University Level research awards at by University of Texas at Arlington