Fudong Lin, Summer Crawford, Kaleb Guillot, Yihe Zhang, Yan Chen, Xu Yuan, Li Chen, Shelby Willams, Robert Minvielle, Xiangming Xiao, Drew M Gholson, Micolas Quintana Ashwell, Tri Setiyono, Brenda Tubana, Lu Peng, Magdy Bayoumi, Nian-Feng Tzeng, "MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer," accepted by the International Conference on Computer Vision (ICCV), 2023.

Rui Chen, Qiyu Wang, Pavana Prakash, Lan Zhang, Xu Yuan, Yanmin Gong, Xin Fu, and Miao Pan, "Workie-Talkie: Accelerating Federated Learning by Overlapping Computing and Communications via Contrastive Regularization," accepted by the International Conference on Computer Vision (ICCV), 2023.

Fudong Lin, Xu Yuan, Yihe Zhang, Puru Sigdel, Li Chen, Lu Peng, and Nian-Feng Tzeng, "Comprehensive transformer-based Model Architecture for Real-World Storm Prediction," accepted by the European Conference on Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML-PKDD 2023), Turin, Italy, September 18--22, 2023.

Gang Yan, Hao Wang, Xu Yuan, and Jian Li, "CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning," accepted by the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2023), Long Beach, CA, USA, August 6--10, 2023.

Jiadong Lou, Xu Yuan, Miao Pan, and Hao Wang, and Nian-Feng Tzeng, "Data Privacy Examination against Semi-supervised Learning," accepted by the 18th ACM ASIA Conference on Computer and Communications Security (ACM AsiaCCS 2023), Melbourne, Australia, July 10--14, 2023. PDF

Jiadong Lou, Xiaohan Zhang, Yihe Zhang, Xinghua Li, Xu Yuan, and Ning Zhang, "Devils in Your Apps: Vulinerabilities and User Privacy Exposure in Mobile Notification Systems," accepted by the 53rd Anual IEEE/IFIP International Conference on Dependable Systems and Network (IEEE/IFIP DSN 2023), Porto, Portugal, June 27--30, 2023. PDF. Best Paper Award and Distinguished Paper Award

Hanfei Yu, Christian Fontenot, Hao Wang, Jian Li, Xu Yuan, and Seung-Jong Park, "Libra: Harvesting Idle Resources Safety and Timely in Serveless Clusters," accepted by the 32nd International Symposium on High-Performance Parall and Distributed Computing (HPDC), Orlando, Florida, USA, June 16--23, 2023.

Travis LeCompte, Fang Qi, Xu Yuan, Nian-Feng Tzeng, Hassan Najafi, and Lu Peng, "Graph Neural Network Assisted Quantum Compilation for Qubit Allocation," accepted by the Great Lakes Symposium on VLSI (GLSVLSI), Knoxville, TN, USA, June 5--7, 2023.

Gang Yan, Hao Wang, Xu Yuan, and Jian Li, "DeFL: Defending Against Model Poisoning Attacks in Federated Learning via Critical Learning Periods Awareness," accepted by AAAI 2023.

Jie Lian, Changlai Du, Jiadong Lou, Li Chen, Xu Yuan, "EchoSensor: Fine-Grained Ultrasonic Sensing for Smart Home Intrusion Detection," to appear in ACM Transactions on Sensor Networks, 2023.

Travis LeCompte, Fang Qi, Xu Yuan, Nian-Feng Tzeng, Hassan Najafi, Lu Peng, "Machine Learning-Based Qubit Allocation for Error Reduction in Quantum Circuits," to appear in IEEE Transactions on Quantum Engineering, 2023.

Fudong Lin, Xu Yuan, Lu Peng, and Nian-Feng Tzeng, "Cascade Variational Auto-Encoder for Hierarchical Disentanglement," accepted by CIKM 2022. PDF.

Haifei Yu, Hao Wang, Jian Li, Xu Yuan, and Seung-Jong Park, "Harvesting Idle Resources in Serverless Computing via Reinforcement Learning," accepted by WWW 2022.

Tao Jiang, Xu Yuan, Ke Cheng, Yuan Chen, Liangmin Wang, Xiaofeng Chen, Jianfeng Ma, "FuzzyDedup: Secure Fuzzy Deduplication for Cloud Storage," to appear in IEEE Transactions on Dependable and Secure Computing, 2022.

Jiadong Lou, Xu Yuan, Purushottam Sigdel, Xiaoqi Qin, Sastry Kompella, and Nian-Feng Tzeng, "Age of Information Optimization in Multi-Channel based Multi-hop Wireless Networks," to appear in IEEE Transactions on Mobile Computing, 2022. PDF

Abeda Sultana, Md. Mainul Haque, Li Chen, Fei Hu, Xu Yuan, "Eiffel: Efficient and Fair Scheduling in Adaptive Federated Learning," to appear in IEEE Transactions on Parallel and Distributed Systems, 2022.

Kanghua Mo, Weixuan Tang, Jin Li, and Xu Yuan, "Attacking Deep Reinforcement Learning with Decoupled Adversarial Policy," to appear in IEEE Transactions on Dependable and Secure Computing, 2022.

Travis LeCompte, Lu Peng, Xu Yuan, and Nian-Feng Tzeng, "Protecting Synchronization Mechanisms of Parallel Big Data Kernels via Logging," to appear in IEEE Transactions on Computers, 2022.

Yihe Zhang, Xu Yuan, Jin Li, Jiadong Lou, Li Chen, and Nian-Feng Tzeng, "Reverse Attack: Black-box Attacks on Collaborative Recommendation," accepted by ACM Conference on Computer and Communications Security (ACM CCS 2021). PDF

Yihe Zhang, Xu Yuan, and Nian-Feng Tzeng, "Platform-Oblivious Anti-spam Gateway," accepted by Annual Computer Security Applications Conference (ACSAC 2021).PDF

Yihe Zhang, Xu Yuan, Sytske K. Kimball, Eric Rappin, Li Chen, Paul Darby, Tom Johnsten, Lu Peng, Boisy Pitre, David Bourrie, and Nian-Feng Tzeng, "Precise Weather Parameter Predictions for Target Regions via Neural Networks," accepted by ECML-PKDD 2021. PDF

Pisacha Srinuan, Purushottam Sigdel,Xu Yuan,Lu Peng, Paul Darby, Christopher Aucoin, and Nian-FengTzeng, "GPU-Assisted Memory Expansion,"" in Proc. 15th International Conference on Networking, Architecture, and Storage (NAS), 2021.

Yi He, Fudong Lin, Xu Yuan, and Nian-Feng Tzeng, "Interpretable Minority Synthesis for Imbalanced Classification", accepted by IJCAI 2021.

Jiadong Lou, Xu Yuan, and Ning Zhang, "Messy States of Wiring: Vulnerabilities in Emerging Personal Payment Systems", accepted by USENIX Security 2021.

Kun Wu, Xu Yuan, and Yue Ning, "Incorporating Relational Knowledge in Explainable Fake News Detection," accepted by Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), May 11-14, 2021, Delhi, India.

Yi He, Sheng Chen, Baijun Wu, Xu Yuan, and Xindong Wu, "Unsupervised Lifelong Learning with Curricula," accepted by International World Wide Web Conferences (WWW), April 19-23, 2021, Ljubljana, Slovenia.

Yi He, Xu Yuan, Sheng Chen, and Xindong Wu, "Online Learning in Variable Feature Spaces under Incomplete Supervision," accepted by AAAI 2021, February 2-9, 2021.

Wenqiang Jin, Srinivasan Murali, Yountak Cho, Huadi Zhu, Tianhao Li, Richael Thompson Panik, Anika Rimu, Shuchisnigdha Deb, Kari Watkins, Xu Yuan, and Ming Li, "CycleGuard: A Smartphone-based Assistive Tool for Cyclist Safety Using Acoustic Ranging," accepted by ACM Ubicomp/IMWUT, 2021.

Jie Lian, Xu Yuan, Ming Li, and Nian-Feng Tzeng, "Fall Detection via Inaudible Acoustic Sensing," to appear in ACM Ubicomp/IMWUT, 2021. PDF

Jie Lian, Jiadong Lou, Li Chen, and Xu Yuan, "EchoSpot: Spotting Your Locations via Acoustic Sensing," to appear in ACM Ubicomp/IMWUT, 2021. PDF

Tao Jiang, Wenjuan Meng, Xu Yuan, Liangmin Wang, Jianhua Ge, and Jianfeng Ma, "ReliableBox: Secure and Verifiable Cloud Storage with Location-aware Backup," to appear in IEEE Transactions on Parallel and Distributed Systems.

Jiadong Lou, Xu Yuan, Kompella Sastry, and Nian-Feng Tzeng, "Boosting or Hindering: AoI and Throughput Interrelation in Routing-aware Multi-hop Wireless Networks," to appear in IEEE/ACM Transactions on Networking, 2021. PDF

Yi He, Xu Yuan, Nian-Feng Tzeng, and Xindong Wu, "Active Learning with Multi-Granular Graph Auto-Encoder," accepted by IEEE ICDM 2020, November 17-20, 2020, Sorrento, Italy.

Yihe Zhang, Jiadong Lou, Li Chen, Xu Yuan, Jin Li, Tom Johnsten and Nian-Feng Tzeng, "Toward Poisoning Neural Collaborative filtering-based Recommender Systems," accepted by European Symposium on Research in Computer Security (ESORICS) 2020. PDF

Abeda Sultana, Li Chen, Fei Hu, and Xu Yuan, "E-LAS: Design and Analysis of Completion-time Agnostic Scheduling for Distributed Deep learning Cluster," accepted by International Conference on Parallel Processing (ICPP), 2020.

Ege Beyazit, Doruk Tuncel, Xu Yuan, Nian-Feng Tzeng, and Xindong Wu, "Learning Interpretable Representations with Informative Entanglements," accepted by IJCAI 2020, July 11-17, 2020, Yokohama, Japan.

Jiadong Lou, Xu Yuan, and Nian-Feng Tzeng, "Instant AoI Optimization in IoT Networks with Packet Combination," accepted by IEEE SECON, Como, Italy, June 22-25, 2020. PDF

Jiadong Lou, Xu Yuan, Sastry Kompella, and Nian-Feng Tzeng, "AoI and Throughput Tradeoff in Routing-aware Multi-hop Wireless Networks," accepted by IEEE INFOCOM, 2020, Toronto, Canada, July 6-9, 2020. PDF

Wenxin Li, Xu Yuan, Wenyu Qu. Heng Qi, Xiaobo Zhou, Sheng Chen, and Renhai Xu, "Efficient Coflow Transmission for Distributed Stream Processing," accepted by IEEE INFOCOM 2020, Toronto, Canada, July 6-9, 2020.

Jeevithan Alagurajah, Xu Yuan, and Xindong Wu, "Scale Invariant Learning from Trapezoidal Data Streams," ACM/SIGAPP Symposium on Applied Computing (SAC'20), Brno, Czech Republic, March 30-April 3, 2020.

Purushottam Sigdel, Xu Yuan, and Nian-Feng Tzeng, "Realizing Best Checkointing Control in Computing Systems," to appear in IEEE Transactions on Parallel and Distributed Systems, 2020.

Pisacha Srinuan, Xu Yuan, and Nian-Feng Tzeng, "Cooperative Memory Expansion via OS Kernel Support for Networked Computing Systems," to appear in IEEE Transactions on Parallel and Distributed Systems, 2020.

Wenxin Li, Xu Yuan, Keqiu Li, Heng Qi, Xiaobo Zhou, and Renhai Xu, "Endpoint-flexible Coflow Scheduling across Geo-distributed Datacenters," to appear in IEEE Transactions on Parallel and Distributed Systems, vol. 31, no. 10, pp. 2466-2481, May 2020.

Feng Tian, Yue Yu, Xu Yuan, Bin Lyu, and Guan Gui, "Predicted Decoupling for Coexistence between WiFi and LTE in Unlicensed Band," IEEE Transactions on Vehicular Technology, vol. 69, no. 4, pp. 4130 - 4141, February 2020.

Nan Jiang, Fang Tian, Jin Li, Xu Yuan, and Jiaqi Zheng, "MAN: Mutual Attention Neural Networks Model for Aspect-level Sentiment Classification in SIoT," IEEE Internet of Things Journal, vol. 7, no. 4, pp. 2901-2903, January 2020.

Xiaoyan Yin, Xiao Hu, Yanjiao Chen, Xu Yuan, and Baochun Li, "Signed-PageRank: An Efficient Influence Maximization Framework for Signed Social Networks," to appear in IEEE Transactions on Knowledge and Data Engineering, 2020

Tao Jiang and Xu Yuan, "Traceable Private Set Intersection in Cloud Computing," IEEE Conference on Dependable and Secure Computing (IEEE DSC), Hangzhou, China, November 18-20, 2019.

Yihe Zhang, Hao Zhang, Xu Yuan, and Nian-Feng Tzeng, "TweetScore: Scoring Tweets via Social Attribute Relationships for Twitter Spammer Detection," in Proc. 14th ACM ASIA Conference on Computer and Communications Security (ACM AsiaCCS), Auckland, New Zealand, July 7-12, 2019. PDF

Yihe Zhang, Hao Zhang, Xu Yuan, and Nian-Feng Tzeng "Pseudo-honeypot: Toward efficient and scalable spam sniffer," in Proc. IEEE/IFIP International Conference on Dependable Systems and Networks (IEEE/IFIP DSN), Portland, Oregon, June 24-27, 2019. PDF

Changlai Du and Xu Yuan, "Poster:EchoAuth: Gait-based Smart Home Intrusion Detection through Acoustic Sensing," 26th Annual Network and Distributed System Security Symposium (NDSS 2019), San Diego, California, Feb. 24-29, 2019.

Yihe Zhang, Hao Zhang, and Xu Yuan, "Toward Efficient Spammers Gathering in Twitter Social Networks," ACM Conference on Data and Application Security and Privacy (CODASPY 2019), Dallas, TX, USA, 2019.

Xu Yuan, Xingliang Yuan, Baochun Li, and Cong Wang, "Enabling Encrypted Boolean Queries in Geographically Distributed Databases," IEEE Transactions on Parallel and Distributed Systems, vol. 31, no. 3, pp. 634-646, September 2019.

Xiaoqi Qin, Xu Yuan, Zhi Zhang, Feng Tian, Y. Thomas Hou, and Wenjing Lou, "Joint User-AP Association and Resource Allocation in Multi-AP 60 GHz WLAN", IEEE Transactions on Vehicular Technology, vol. 68, no. 6, pp. 5696-5710, April 2, 2019.

Xu Yuan, Xingliang Yuan, Baochun Li, and Cong Wang, "Toward secure and scalable computation in Internet of Things data applications", IEEE Internet of Things Journal, vol. 6, no. 2, pp. 3753-3763, January 2019.

Dianlong You, Xindong Wu, Limin Shen, Yi He, Xu Yuan, Zhen Chen, Song Deng, and Chuan Ma, "Online streaming feature selection via conditional independence," Applied Sciences, 2019.

Huacheng Zeng, Xiaoqi Qin, Xu Yuan, Feng Tian, Y. Thomas Hou, Wenjing Lou, "On multicast throughput in multi-hop MIMO networks with interference alignment," IEEE Transactions on Vehicular Technology, vol. 67, no. 7, pp. 6627-6641, July 2018.

F. Tian, X. Chen, S. Liu, K. Wang, and Xu Yuan, and Z. Yang, "Secrecy Rate Optimization in Wireless Multi-hop Full Duplex Networks," IEEE Access, vol. 6, pp. 5695-5704, Jan. 2018.

F. Tian, Xu Yuan, Y.T. Hou, W. Lou, and Z. Yang, "Cost Minimization for Cooperative Traffic Relaying between Primary and Secondary Networks," IEEE Transactions on Mobile Computing, vol. 17, no. 9, pp. 2014-2027, Sept. 2018.

F. Tian, X. Chen, S. Liu, K. Wang, Xu Yuan, and Z. Yang, "On Full Duplex Scheduling for Energy Efficiency Maximization in Multi-Hop Wireless Networks," IEEE Access, vol. 6, pp. 2604-2614, Feb. 2018.

H. Zeng, X. Qin, Xu Yuan, Y. Shi, Y.T. Hou, and W. Lou, "Cooperative Interference Neutralization in Multi-hop Wireless Networks," IEEE Transactions on Communications, vol. 66, no. 2, pp. 889-903, Feb. 2018.

Xiaoqi Qin, Xu Yuan, Zhi Zhang, Feng Tian, Y. Thomas Hou, and Wenjing Lou, "On AP Assignment and Transmission Scheduling for Multi-AP 60 GHz WLAN," IEEE International Conference on Mobile and Ad Hoc Sensor Systems (MASS), Orlando, FL, USA, Oct. 22-25, 2017.

Xu Yuan, Xingliang Yuan, Baochun Li, and Cong Wang, "Secure Multi-client data access with Boolean queries over big data," in Proc. IEEE Conference on Communications and Network Security (CNS), 2017, Las Vegas, NV, Oct. 9-11, 2017.

Wanyu Lin, Xu Yuan, Baochun Li, and Cong Wang, "Multi-client searchable encryption over distributed key-value store," in Proc. IEEE International Conference on Smart Computing (SMARTCOMP), Hong Kong, China, May 29-31, 2017.

Huacheng Zeng, Yi Shi, Y. Thomas Hou, Wenjing Lou, Xu Yuan, Rongbo Zhu, and Jiannong Cao, "OFDM-based Interference Alignment in Single-Antenna Cellular Wireless Networks," IEEE Transactions on Communications, vol. 65, no. 10, pp. 4492-4506, Oct. 2017.

Xu Yuan, Xiaoqi Qin, Feng Tian, Y. Thomas Hou, Wenjing Lou, Scott F. Midkiff, and Jeffrey H. Reed, "On coexistence betweenWi-Fi and LTE on unlicensed spectrum: A human-centric approach," IEEE Journal on Selected Areas in Communications, vol. 35, no. 4, pp. 964-977, March 2017.

Xu Yuan, Yi Shi, Y. Thomas Hou, Wenjing Lou, Sastry Kompella, Scott F. Midkiff, and Jeffrey H. Reed, "Beyond overlay: Reaping mutual benefits for primary and secondary networks through node-Level cooperation," IEEE Transactions on Mobile Computing, vol. 16, no. 1, pp. 2-15, January 2017.

Xiaoqi Qin, Huacheng Zeng, Xu Yuan, Brian Jalaian, Y. Thomas Hou, Wenjing Lou, and Scott F. Midkiff, "Impact of full duplex scheduling on end-to-end throughput in multi-hop wireless networks," IEEE Transactions on Mobile Computing, vol. 16, no. 1, pp. 158-171, January 2017.