| 2025 | AAAI | XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications. | Tingsong Xiao, Zelin Xu, Wenchong He, Zhengkun Xiao, Yupu Zhang, Zibo Liu, Shigang Chen, My T. Thai, Jiang Bian, Parisa Rashidi, Zhe Jiang |
| 2025 | ICDCS | Distributed Non-Duplicate Sampling with Application on Network-wide Flow Cardinality Estimation. | Aayush Karki, Zibo Liu, Shigang Chen, Haibo Wang |
| 2025 | ICML | CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes. | Zelin Xu, Yupu Zhang, Tingsong Xiao, Maitane Olabarrieta Lizaso, Jose Maria Gonzalez Ondina, Zibo Liu, Shigang Chen, Zhe Jiang |
| 2025 | INFOCOM | Towards Guaranteed Accuracy for Flow Spread Measurement with $(\epsilon, \beta)$-Nonduplicate Sampling. | Haibo Wang, Chaoyi Ma, Dimitrios Melissourgos, Guoju Gao, Shigang Chen |
| 2025 | INFOCOM | Swing Filter: A Low-Overhead Filter with Larger Filtering Range for Network Traffic Measurement. | Zhaojie Wang, He Huang, Yu-e Sun, Hanwen Zhang, Guoju Gao, Haibo Wang, Shigang Chen |
| 2025 | MOBICOM | LoRaSeek: Boosting Denoising Ability in Neural-enhanced LoRa Decoder via Hierarchical Feature Extraction. | Khang Nguyen, Yidong Ren, Jialuo Du, Jingkai Lin, Maolin Gan, Shigang Chen, Mi Zhang, Chunyi Peng, Zhichao Cao |
| 2024 | AAAI | Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery. | Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang, Shigang Chen, Yiqun Xie, Xiaowei Jia, Da Yan, Yang Zhou |
| 2024 | MOBICOM | SateRIoT: High-performance Ground-Space Networking for Rural IoT. | Yidong Ren, Amalinda Gamage, Li Liu, Mo Li, Shigang Chen, Younsuk Dong, Zhichao Cao |
| 2024 | MOBICOM | Demeter: Reliable Cross-soil LPWAN with Low-cost Signal Polarization Alignment. | Yidong Ren, Wei Sun, Jialuo Du, Huaili Zeng, Younsuk Dong, Mi Zhang, Shigang Chen, Yunhao Liu, Tianxing Li, Zhichao Cao |
| 2024 | MOBICOM | Demeter-Demo: Demonstrating Cross-soil LPWAN with Low-cost Signal Polarization Alignment. | Yidong Ren, Yawen Wang, Younsuk Dong, Shigang Chen, Mi Zhang, Jiliang Tang, Zhichao Cao |
| 2023 | SIGMETRICS | Real-time Spread Burst Detection in Data Streaming. | Haibo Wang, Dimitrios Melissourgos, Chaoyi Ma, Shigang Chen |
| 2022 | ICDCS | Supporting Real-time Networkwide T-Queries in High-speed Networks. | Yuanda Wang, Haibo Wang, Chaoyi Ma, Shigang Chen |
| 2022 | ICDE | Online Cardinality Estimation by Self-morphing Bitmaps. | Haibo Wang, Chaoyi Ma, Shigang Chen, Yuanda Wang |
| 2022 | ICNP | Is LoRaWAN Really Wide? Fine-grained LoRa Link-level Measurement in An Urban Environment. | Yidong Ren, Li Liu, Chenning Li, Zhichao Cao, Shigang Chen |
| 2022 | ICPADS | HeavyTracker: An Efficient Algorithm for Heavy-Hitter Detection in High-Speed Networks. | Jiakun Yu, Yu-E Sun, He Huang, Yang Du, Guoju Gao, Hongli Xu, Shigang Chen |
| 2022 | INFOCOM | Short-Term Memory Sampling for Spread Measurement in High-Speed Networks. | Yang Du, He Huang, Yu-E Sun, Shigang Chen, Guoju Gao, Xiaoyu Wang, Shenghui Xu |
| 2022 | IPCCC | An Efficient Adaptive Denoising Sketch for Per-flow Traffic Measurement. | Chen Lou, Yu-e Sun, He Huang, Yang Du, Shigang Chen, Guoju Gao, Hongli Xu |
| 2022 | SECON | ChopTags: An Accurate and Low-cost Interface to Identify User/Item Interactions. | Haofan Cai, Ge Wang, Josue Leyva, Ian Pham, Jinsong Han, Shigang Chen, Chen Qian |
| 2021 | ICNP | Virtual Filter for Non-duplicate Sampling. | Chaoyi Ma, Haibo Wang, Olufemi O. Odegbile, Shigang Chen |
| 2021 | INFOCOM | Self-Adaptive Sampling for Network Traffic Measurement. | Yang Du, He Huang, Yu-e Sun, Shigang Chen, Guoju Gao |
| 2021 | ICTAI | On Outsourcing Artificial Neural Network Learning of Privacy-Sensitive Medical Data to the Cloud. | Dimitrios Melissourgos, Hanzhi Gao, Chaoyi Ma, Shigang Chen, Samuel S. Wu |
| 2021 | IWQoS | Supporting Flow-Cardinality Queries with O(1) Time Complexity in High-speed Networks. | Qingjun Xiao, Xiongqin Hu, Shigang Chen |
| 2021 | Mobisys | Thermotag: item-level temperature sensing with a passive RFID tag. | Xingyu Chen, Jia Liu, Fu Xiao, Shigang Chen, Lijun Chen |
| 2021 | Networking | Noise Measurement and Removal for Data Streaming Algorithms with Network Applications. | Chaoyi Ma, Haibo Wang, Olufemi Odegbile, Shigang Chen |
| 2020 | INFOCOM | Online Spread Estimation with Non-duplicate Sampling. | Yu-e Sun, He Huang, Chaoyi Ma, Shigang Chen, Yang Du, Qingjun Xiao |
| 2020 | INFOCOM | Universal Online Sketch for Tracking Heavy Hitters and Estimating Moments of Data Streams. | Qingjun Xiao, Zhiying Tang, Shigang Chen |
| 2020 | SIGMETRICS | Generalized Sketch Families for Network Traffic Measurement. | You Zhou, Youlin Zhang, Chaoyi Ma, Shigang Chen, Olufemi O. Odegbile |
| 2020 | USENIX | Retwork: Exploring Reader Network with COTS RFID Systems. | Jia Liu, Xingyu Chen, Shigang Chen, Wei Wang, Dong Jiang, Lijun Chen |
| 2019 | GLOBECOM | Scalable and Balanced Policy Enforcement through Hybrid SDN-Label Switching. | Olufemi Odegbile, Shigang Chen, Youlin Zhang |
| 2019 | ICDCS | Threshold-Based Widespread Event Detection. | You Zhou, Yian Zhou, Shigang Chen |
| 2019 | ICDCS | Collision-resistant Communication Model for State-free Networked Tags. | Jia Liu, Youlin Zhang, Shigang Chen, Min Chen, Lijun Chen |
| 2019 | ICDCS | Dependable Policy Enforcement in Traditional Non-SDN Networks. | Olufemi Odegbile, Shigang Chen, Yuanda Wang |
| 2019 | INFOCOM | TagSheet: Sleeping Posture Recognition with an Unobtrusive Passive Tag Matrix. | Jia Liu, Xingyu Chen, Shigang Chen, Xiulong Liu, Yanyan Wang, Lijun Chen |
| 2019 | INFOCOM | Lightweight Flow Distribution for Collaborative Traffic Measurement in Software Defined Networks. | Hongli Xu, Shigang Chen, Qianpiao Ma, Liusheng Huang |
| 2018 | ICPADS | Data Locality Exploitation in Cache Compression. | Qi Zeng, Rakesh Jha, Shigang Chen, Jih-Kwon Peir |
| 2018 | INFOCOM | Highly Compact Virtual Active Counters for Per-flow Traffic Measurement. | You Zhou, Yian Zhou, Shigang Chen, Youlin Zhang |
| 2018 | INFOCOM | You Can Drop but You Can't Hide: K-persistent Spread Estimation in High-speed Networks. | He Huang, Yu-e Sun, Shigang Chen, Shaojie Tang, Kai Han, Jing Yuan, Wenjian Yang |
| 2018 | INFOCOM | Anonymous Temporal-Spatial Joint Estimation at Category Level Over Multiple Tag Sets. | Youlin Zhang, Shigang Chen, You Zhou, Yuguang Fang |
| 2018 | MASS | Using Wireless Tags to Monitor Bodily Oscillation. | Youlin Zhang, Shigang Chen, You Zhou, Yuguang Fang |
| 2018 | USENIX | HeavyKeeper: An Accurate Algorithm for Finding Top-k Elephant Flows. | Junzhi Gong, Tong Yang, Haowei Zhang, Hao Li, Steve Uhlig, Shigang Chen, Lorna Uden, Xiaoming Li |
| 2018 | SECON | Missing-Tag Detection with Presence of Unknown Tags. | Youlin Zhang, Shigang Chen, You Zhou, Olufemi Odegbile |
| 2017 | ICDCS | Persistent Traffic Measurement Through Vehicle-to-Infrastructure Communications. | He Huang, Yu-e Sun, Shigang Chen, Hongli Xu, Yian Zhou |
| 2017 | ICDCS | Category Information Collection in RFID Systems. | Jia Liu, Shigang Chen, Bin Xiao, Yanyan Wang, Lijun Chen |
| 2017 | ICDCS | Achieving Strong Privacy in Online Survey. | You Zhou, Yian Zhou, Shigang Chen, Samuel S. Wu |
| 2017 | ICNP | Deploying default paths by joint optimization of flow table and group table in SDNs. | Gongming Zhao, Hongli Xu, Shigang Chen, Liusheng Huang, Pengzhan Wang |
| 2017 | INFOCOM | DBF: A general framework for anomaly detection in RFID systems. | Min Chen, Jia Liu, Shigang Chen, Yan Qiao, Yuanqing Zheng |
| 2017 | INFOCOM | Tag-compass: Determining the spatial direction of an object with small dimensions. | Jia Liu, Min Chen, Shigang Chen, Qing-feng Pan, Lijun Chen |
| 2017 | INFOCOM | Better with fewer bits: Improving the performance of cardinality estimation of large data streams. | Qingjun Xiao, You Zhou, Shigang Chen |
| 2017 | INFOCOM | Scalable software-defined networking through hybrid switching. | Hongli Xu, He Huang, Shigang Chen, Gongming Zhao |
| 2017 | IWQoS | Per-flow counting for big network data stream over sliding windows. | You Zhou, Yian Zhou, Shigang Chen, Youlin Zhang |
| 2017 | SIGMETRICS | Persistent Spread Measurement for Big Network Data Based on Register Intersection. | You Zhou, Yian Zhou, Min Chen, Shigang Chen |
| 2016 | GLOBECOM | MVP: An Efficient Anonymous E-Voting Protocol. | You Zhou, Yian Zhou, Shigang Chen, Samuel S. Wu |
| 2016 | GLOBECOM | Highly Compact Virtual Counters for Per-Flow Traffic Measurement through Register Sharing. | You Zhou, Yian Zhou, Min Chen, Qingjun Xiao, Shigang Chen |
| 2016 | ICNP | Efficient anonymous category-level joint Tag estimation. | Min Chen, Jia Liu, Shigang Chen, Qingjun Xiao |
| 2016 | ICNP | A communication model for stateless networked tags. | Jia Liu, Youlin Zhang, Min Chen, Shigang Chen, Lijun Chen |
| 2016 | MOBIHOC | Anonymous category-level joint tag estimation: poster. | Min Chen, Jia Liu, Shigang Chen, Qingjun Xiao |
| 2016 | MOBIHOC | Joint property estimation for multiple RFID tag sets using snapshots of variable lengths. | Qingjun Xiao, Shigang Chen, Min Chen |
| 2015 | ICDCS | An Efficient Anonymous Authentication Protocol for RFID Systems Using Dynamic Tokens. | Min Chen, Shigang Chen |
| 2015 | ICDCS | Point-to-Point Traffic Volume Measurement through Variable-Length Bit Array Masking in Vehicular Cyber-Physical Systems. | Yian Zhou, Shigang Chen, Zhen Mo, Qingjun Xiao |
| 2015 | ICNP | Searching for Widespread Events in Large Networked Systems by Cooperative Monitoring. | Zhiping Cai, Min Chen, Shigang Chen, Yan Qiao |
| 2015 | ICNP | Counter Tree: A Scalable Counter Architecture for Per-Flow Traffic Measurement. | Min Chen, Shigang Chen |
| 2015 | ICNP | ETAP: Enable Lightweight Anonymous RFID Authentication with O(1) Overhead. | Min Chen, Shigang Chen |
| 2015 | ICNP | Identifying State-Free Networked Tags. | Min Chen, Shigang Chen |
| 2015 | INFOCOM | Fast RFID grouping protocols. | Jia Liu, Bin Xiao, Shigang Chen, Feng Zhu, Lijun Chen |
| 2015 | MOBIHOC | Temporally or Spatially Dispersed Joint RFID Estimation Using Snapshots of Variable Lengths. | Qingjun Xiao, Min Chen, Shigang Chen, Yian Zhou |
| 2015 | SIGMETRICS | Hyper-Compact Virtual Estimators for Big Network Data Based on Register Sharing. | Qingjun Xiao, Shigang Chen, Min Chen, Yibei Ling |
| 2014 | ICDCS | Two-Party Fine-Grained Assured Deletion of Outsourced Data in Cloud Systems. | Zhen Mo, Yan Qiao, Shigang Chen |
| 2014 | ICNP | Estimating the Persistent Spreads in High-Speed Networks. | Qingjun Xiao, Yan Qiao, Zhen Mo, Shigang Chen |
| 2014 | INFOCOM | Pandaka: A lightweight cipher for RFID systems. | Min Chen, Shigang Chen, Qingjun Xiao |
| 2013 | ICNP | Guided multiple hashing: Achieving near perfect balance for fast routing lookup. | Xi Tao, Yan Qiao, Jih-Kwon Peir, Shigang Chen, Zhuo Huang, Shih-Lien Lu |
| 2013 | INFOCOM | An efficient tag search protocol in large-scale RFID systems. | Min Chen, Wen Luo, Zhen Mo, Shigang Chen, Yuguang Fang |
| 2013 | INFOCOM | An efficient protocol for RFID multigroup threshold-based classification. | Wen Luo, Yan Qiao, Shigang Chen |
| 2013 | INFOCOM | Differential estimation in dynamic RFID systems. | Qingjun Xiao, Bin Xiao, Shigang Chen |
| 2012 | INFOCOM | Origin-destination flow measurement in high-speed networks. | Tao Li, Shigang Chen, Yan Qiao |
| 2012 | INFOCOM | Privacy-preserving RFID authentication based on cryptographical encoding. | Tao Li, Wen Luo, Zhen Mo, Shigang Chen |
| 2012 | INFOCOM | A time-efficient information collection protocol for large-scale RFID systems. | Hao Yue, Chi Zhang, Miao Pan, Yuguang Fang, Shigang Chen |
| 2012 | MOBIHOC | Probabilistic missing-tag detection and energy-time tradeoff in large-scale RFID systems. | Wen Luo, Shigang Chen, Tao Li, Yan Qiao |
| 2011 | INFOCOM | Efficient information collection protocols for sensor-augmented RFID networks. | Shigang Chen, Ming Zhang, Bin Xiao |
| 2011 | INFOCOM | Approximately-perfect hashing: Improving network throughput through efficient off-chip routing table lookup. | Zhuo Huang, Jih-Kwon Peir, Shigang Chen |
| 2011 | INFOCOM | Fast and compact per-flow traffic measurement through randomized counter sharing. | Tao Li, Shigang Chen, Yibei Ling |
| 2011 | INFOCOM | Scan detection in high-speed networks based on optimal dynamic bit sharing. | Tao Li, Shigang Chen, Wen Luo, Ming Zhang |
| 2011 | INFOCOM | Efficient missing tag detection in RFID systems. | Wen Luo, Shigang Chen, Tao Li, Shiping Chen |
| 2011 | INFOCOM | One memory access bloom filters and their generalization. | Yan Qiao, Tao Li, Shigang Chen |
| 2011 | MOBIHOC | Energy-efficient polling protocols in RFID systems. | Yan Qiao, Shigang Chen, Tao Li, Shiping Chen |
| 2011 | SECON | Efficient pinpointing of misplaced tags in large RFID systems. | Kai Bu, Bin Xiao, Qingjun Xiao, Shigang Chen |
| 2010 | GLOBECOM | A Probabilistic Approach for Improving TCP Fairness across Multiple Contending WLANs. | Ming Zhang, S. M. Iftekharul Alam, Shigang Chen, Jianwei Liu |
| 2010 | ICDCS | Using Analog Network Coding to Improve the RFID Reading Throughput. | Ming Zhang, Tao Li, Shigang Chen, Bo Li |
| 2010 | ICNP | Fast routing table lookup based on deterministic multi-hashing. | Zhuo Huang, David Lin, Jih-Kwon Peir, Shigang Chen, S. M. Iftekharul Alam |
| 2010 | INFOCOM | Energy Efficient Algorithms for the RFID Estimation Problem. | Tao Li, Samuel S. Wu, Shigang Chen, Mark C. K. Yang |
| 2010 | INFOCOM | MAC-layer Time Fairness across Multiple Wireless LANs. | Ming Zhang, Shigang Chen, Ying Jian |
| 2010 | MOBIHOC | Identifying the missing tags in a large RFID system. | Tao Li, Shigang Chen, Yibei Ling |
| 2009 | ICNP | Memory Efficient Protocols for Detecting Node Replication Attacks in Wireless Sensor Networks. | Ming Zhang, Vishal Khanapure, Shigang Chen, Xuelian Xiao |
| 2009 | INFOCOM | Fit a Spread Estimator in Small Memory. | MyungKeun Yoon, Tao Li, Shigang Chen, Jih-Kwon Peir |
| 2009 | INFOCOM | Distributed Progressive Algorithm for Maximizing Lifetime Vector in Wireless Sensor Networks. | Liang Zhang, Shigang Chen, Ying Jian, Yuguang Fang |
| 2008 | APWEB | Building a Scalable P2P Network with Small Routing Delay. | Shiping Chen, Yuan Li, Kaihua Rao, Lei Zhao, Tao Li, Shigang Chen |
| 2008 | GLOBECOM | Real-Time Detection of Invisible Spreaders. | MyungKeun Yoon, Shigang Chen |
| 2008 | GLOBECOM | A Novel Solution for End-to-End Fairness Problem in Wireless Mesh Networks. | Liang Zhang, Shigang Chen, Ying Jian, Ming Zhang |
| 2008 | GLOBECOM | Idle-Slot Recycling in a Collision-Free Real-Time MAC Protocol. | Ming Zhang, Ying Jian, Liang Zhang, Shigang Chen |
| 2008 | ICDCS | Analysis of Maximum Executable Length for Detecting Text-Based Malware. | P. Kumar Manna, Sanjay Ranka, Shigang Chen |
| 2008 | ICDCS | Achieving Global End-to-End Maxmin in Multihop Wireless Networks. | Liang Zhang, Shigang Chen, Ying Jian |
| 2008 | ICNP | New adaptive protocols for fine-level end-to-end rate control in wireless networks. | Ying Jian, Shigang Chen, Liang Zhang, Yuguang Fang |
| 2008 | INFOCOM | Exact Modeling of Propagation for Permutation-Scanning Worms. | Parbati K. Manna, Shigang Chen, Sanjay Ranka |
| 2008 | INFOCOM | DAWN: A Novel Strategy for Detecting ASCII Worms in Networks. | Parbati K. Manna, Sanjay Ranka, Shigang Chen |
| 2008 | MOBICOM | Can CSMA/CA networks be made fair? | Ying Jian, Shigang Chen |
| 2007 | INFOCOM | Protecting Receiver-Location Privacy in Wireless Sensor Networks. | Ying Jian, Shigang Chen, Zhan Zhang, Liang Zhang |
| 2007 | INFOCOM | MARCH: A Distributed Incentive Scheme for Peer-to-Peer Networks. | Zhan Zhang, Shigang Chen, MyungKeun Yoon |
| 2006 | ICPADS | Load Balancing with Multiple Hash Functions in Peer-to-Peer Networks. | Ye Xia, Shigang Chen, Vivekanand Korgaonkar |
| 2006 | IWCMC | Scalable and energy efficient data dissemination in wireless sensor networks. | Yang Sun, Guangbin Fan, Shigang Chen |
| 2006 | MOBICOM | Localized algorithm for aggregate fairness in wireless sensor networks. | Shigang Chen, Zhan Zhang |
| 2005 | ICDCS | Resilient Capacity-Aware Multicast Based on Overlay Networks. | Zhan Zhang, Shigang Chen, Yibei Ling, Randy Chow |
| 2005 | INFOCOM | Defending against Internet worms: a signature-based approach. | Yong Tang, Shigang Chen |
| 2005 | PODC | Stochastic analysis of distributed deadlock scheduling. | Shigang Chen, Yibei Ling |
| 2004 | GLOBECOM | An Internet-worm early warning system. | Shigang Chen, Sanjay Ranka |
| 2004 | GLOBECOM | Two techniques for fast computation of constrained shortest paths. | Shigang Chen, Meongchul Song, Sartaj Sahni |
| 2004 | ICDCS | Slowing Down Internet Worms. | Shigang Chen, Yong Tang |
| 2004 | INFOCOM | A Key Management Scheme for Wireless Sensor Networks Using Deployment Knowledge. | Wenliang Du, Jing Deng, Yunghsiang S. Han, Shigang Chen, Pramod K. Varshney |
| 2004 | SDM | Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification. | Wenliang Du, Yunghsiang S. Han, Shigang Chen |
| 2000 | INFOCOM | A QoS-Aware Multicast Routing Protocol. | Shigang Chen, Klara Nahrstedt, Yuval Shavitt |
| 2000 | LCN | Hierarchical QoS Routing in Delay-Bandwidth Sensitive Networks. | King-Shan Lui, Klara Nahrstedt, Shigang Chen |
| 1999 | IPCCC | Routing by distributed recursive computation and information reuse. | Shigang Chen, Klara Nahrstedt |
| 1998 | ICCCN | Distributed QoS Routing with Imprecise State Information. | Shigang Chen, Klara Nahrstedt |
| 1998 | LCN | Distributed Quality-of-Service Routing in High-Speed Networks Based on Selective Probing. | Shigang Chen, Klara Nahrstedt |
| 1996 | ICDCS | Optimal Deadlock Detection in Distributed Systems Based on Locally Constructed Wait-for Graphs. | Shigang Chen, Yi Deng, Paul C. Attie, Wei Sun |