| 2026 | SODA | Tree Embedding in High Dimensions: Dynamic and Massively Parallel. | Gramoz Goranci, Shaofeng H.-C. Jiang, Peter Kiss, Qihao Kong, Yi Qian, Eva Szilagyi |
| 2025 | ICANN | Early Acoustic and Vision Cross-Modal Interaction Learning for Multimal Sentiment Analysis. | Xiongjian Lv, Yimin Wen, Yi Qian, Xiaoyu Li |
| 2025 | ICASSP | Less Is More: Embracing Sparsity and Interpolation with Esiformer for Time Series Forecasting. | Yangyang Guo, Yanjun Zhao, Sizhe Dang, Tian Zhou, Liang Sun, Yi Qian |
| 2025 | ICASSP | Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series. | Yanjun Zhao, Tian Zhou, Chao Chen, Liang Sun, Yi Qian, Rong Jin |
| 2025 | ICLR | Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer. | Yanjun Zhao, Sizhe Dang, Haishan Ye, Guang Dai, Yi Qian, Ivor W. Tsang |
| 2025 | ICNP | Let's Synthesize Step-by-Step: Generating Network Configurations with Chain of Thought. | Jingtian Wei, Xingrong Gao, Xinyi Cao, Huiqi Deng, Yi Qian, Peng Zhang |
| 2025 | INFOCOM | Zero Trust Architecture for Securing Edge AI and Federated Learning in Edge Computing. | Shengjie Xu, Yi Qian |
| 2025 | MMM | Structural Information-Guided Fine-Grained Texture Image Inpainting. | Zhiyi Fang, Yi Qian, Xiyue Dai |
| 2025 | QCE | Quantum-Inspired Trust Scoring for Zero Trust Security: A Simulation-Based Approach. | Shengjie Xu, Yi Qian |
| 2024 | GLOBECOM | The Proof is in the Pudding: Decision-Oriented Machine-Type Wireless Video Transmission. | Jie Song, Yun Gao, Dan Wu, Liang Zhou, Yi Qian |
| 2024 | GLOBECOM | Enhancing AI-Supported Channel Estimation in MIMO Systems with Open Set Recognition. | Huiwen Zhang, Venkataramani Kumar, Feng Ye, Rose Qingyang Hu, Yi Qian |
| 2024 | GLOBECOM | Stealthy Backdoor Attacks on Semantic Symbols in Semantic Communications. | Yuan Zhou, Rose Qingyang Hu, Yi Qian |
| 2024 | ICML | Dynamic Facility Location in High Dimensional Euclidean Spaces. | Sayan Bhattacharya, Gramoz Goranci, Shaofeng H.-C. Jiang, Yi Qian, Yubo Zhang |
| 2023 | CIKM | GCformer: An Efficient Solution for Accurate and Scalable Long-Term Multivariate Time Series Forecasting. | Yanjun Zhao, Ziqing Ma, Tian Zhou, Mengni Ye, Liang Sun, Yi Qian |
| 2023 | DSAA | Spatial-Temporal Residual Multi-Graph Convolution Network for Traffic Forecasting. | Ruoxuan Zhu, Yi Qian, Hui Zheng, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng |
| 2023 | IJCNN | Multi-Branch Spatial-Temporal Decoupling Neural Network for Traffic Forecasting. | Hui Zheng, Yi Qian, Ruoxuan Zhu, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng |
| 2022 | GLOBECOM | A Multi-objective Model for Misbehavior Detection in IoV. | Jiaqi Huang, Jiahuan Lv, Zhiguo Zhou, Sohan Gyawali, Yi Qian |
| 2022 | GLOBECOM | A New Implementation of Federated Learning for Privacy and Security Enhancement. | Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian |
| 2022 | GLOBECOM | Uplink-Aided Downlink Channel Estimation for a High-Mobility Massive MIMO-OTFS System. | Daidong Ying, Feng Ye, Rose Qingyang Hu, Yi Qian |
| 2022 | QRS | Nimbus: Toward Speed Up Function Signature Recovery via Input Resizing and Multi-Task Learning. | Yi Qian, Ligeng Chen, Yuyang Wang, Bing Mao |
| 2022 | VTC | Local perception and BSM based misbehavior detection in Intelligent Transportation System. | Sohan Gyawali, Takayuki Shimizu, Hongsheng Lu, Michael Clifford, John B. Kenney, Yi Qian |
| 2022 | WCNC | Preserving Location Privacy and Accurate Task Allocation in Edge-assisted Mobile Crowdsensing. | Yili Jiang, Kuan Zhang, Yi Qian, Rose Qingyang Hu |
| 2021 | GLOBECOM | Cooperative Task Allocation in Edge Computing Assisted Vehicular Crowdsensing. | Yili Jiang, Kuan Zhang, Yi Qian, Rose Qingyang Hu |
| 2021 | GLOBECOM | Deep Learning-based Coordinated Beamforming for Massive MIMO-Enabled Heterogeneous Networks. | Yinghui Zhang, Biao Zhang, Huayu Wang, Tiankui Zhang, Yi Qian |
| 2020 | GLOBECOM | Value Decomposition based Multi-Task Multi-Agent Deep Reinforcement Learning in Vehicular Networks. | Shilin Xu, Caili Guo, Rose Qingyang Hu, Yi Qian |
| 2020 | GLOBECOM | Computational Resource Sharing in a Vehicular Cloud Network via Deep Reinforcement Learning. | Shilin Xu, Caili Guo, Rose Qingyang Hu, Yi Qian |
| 2020 | VTC | Security Provision for Vehicular Fog Computing. | Jiaqi Huang, Yi Qian, Rose Qingyang Hu |
| 2020 | VTC | An Optimization Framework for Privacy-preserving Access Control in Cloud-Fog Computing Systems. | Yili Jiang, Kuan Zhang, Yi Qian, Liang Zhou |
| 2019 | GLOBECOM | Resource Allocation in Vehicular Communications Using Graph and Deep Reinforcement Learning. | Sohan Gyawali, Yi Qian, Rose Qingyang Hu |
| 2019 | GLOBECOM | A Vehicle-Assisted Data Offloading in Mobile Edge Computing Enabled Vehicular Networks. | Jiaqi Huang, Yi Qian, Rose Qingyang Hu |
| 2019 | GLOBECOM | Secure Edge Caching Placement and Delivery for Ultra-Reliable and Low-Latency Vehicular Networks. | Haojun Yang, Kuan Zhang, Kan Zheng, Yi Qian |
| 2019 | VTC | A Novel Approach to Social-Behavioral D2D Trust Associations Using Self-Propelled Voronoi. | Subharthi Banerjee, Michael Hempel, Pejman Ghasemzadeh, Yi Qian, Hamid Sharif |
| 2018 | GLOBECOM | Joint Backhaul and Access Link Resource Management in Maritime Communication Network. | Chuan'ao Jiang, Chunxiao Jiang, Liuguo Yin, Yi Qian |
| 2018 | GLOBECOM | Privacy-Preserving Data Preprocessing for Fog Computing in 5G Network Security. | Shengjie Xu, Yi Qian, Rose Qingyang Hu |
| 2018 | ICCCN | Distributed Device Caching for Information Updating in Emergency Communications. | Jiazhen Zhou, Cory C. Beard, Yi Qian |
| 2018 | IWCMC | Small Base Station Management - Improving Energy Efficiency in Heterogeneous Networks. | Dongfeng Fang, Feng Ye, Yi Qian, Hamid Sharif |
| 2018 | VTC | A D2D Based Clustering Scheme for Public Safety Communications. | Sohan Gyawali, Shengjie Xu, Feng Ye, Rose Qingyang Hu, Yi Qian |
| 2018 | VTC | A Relay Selection Scheme to Prolong Connection Time for Public Safety Communications. | Jiaqi Huang, Dongfeng Fang, Feng Ye, Rose Qingyang Hu, Yi Qian |
| 2018 | VTC | PMSM Current Sensor FDI Based on DC Link Current Estimation. | Haibo Li, Yi Qian, Sohrab Asgarpoor, Hamid Sharif |
| 2017 | DASC | Interference Management for Physical Layer Security in Heterogeneous Networks. | Dongfeng Fang, Yi Qian, Rose Qingyang Hu |
| 2017 | DASC | A Study on Communication Network Reliability for Advanced Metering Infrastructure in Smart Grid. | Shengjie Xu, Yi Qian, Rose Qingyang Hu |
| 2017 | GLOBECOM | A Security Architecture for Networked Internet of Things Devices. | Feng Ye, Yi Qian |
| 2017 | GLOBECOM | Cooperative QoS Beamforming for Multicast Transmission in Terrestrial-Satellite Networks. | Hongming Zhang, Chunxiao Jiang, Linling Kuang, Yi Qian, Song Guo |
| 2017 | INFOCOM | A data-driven preprocessing scheme on anomaly detection in big data applications. | Shengjie Xu, Yi Qian, Rose Qingyang Hu |
| 2017 | IWCMC | Multimedia multicast beamforming in integrated terrestrial-satellite networks. | Chunxiao Jiang, Xiangming Zhu, Linling Kuang, Yi Qian, Jianhua Lu |
| 2017 | WCNC | Outage Probability Study in a NOMA Relay System. | Haijian Sun, Qun Wang, Rose Qingyang Hu, Yi Qian |
| 2017 | SENSYS | sTube+: an IoT communication sharing architecture for smart after-sales maintenance in buildings. | Chuang Hu, Wei Bao, Dan Wang, Yi Qian, Muqiao Zheng, Shi Wang |
| 2016 | GLOBECOM | Analysis of the Spreading Influence Variations for Online Social Users under Attacks. | Jiao Jiao Jiang, Sheng Wen, Shui Yu, Wanlei Zhou, Yi Qian |
| 2016 | GLOBECOM | Stochastic Geometry Based Performance Study on 5G Non-Orthogonal Multiple Access Scheme. | Zekun Zhang, Haijian Sun, Rose Qingyang Hu, Yi Qian |
| 2016 | GLOBECOM | Massive MIMO Based Hybrid Unicast/Multicast Services for 5G. | Xinran Zhang, Songlin Sun, Fei Qi, Bo Rong, Rose Qingyang Hu, Yi Qian |
| 2016 | ICCCN | A Secure Data Learning Scheme in Big Data Applications. | Shengjie Xu, Yi Qian, Rose Qingyang Hu |
| 2016 | IWCMC | Improving user's Quality of Experience in imbalanced dataset. | Ronghua Liu, Ruochen Huang, Yi Qian, Xin Wei, Ping Lu |
| 2015 | GLOBECOM | Cognitive MU-MIMO Scheduling in Circular Array Based Heterogeneous Networks. | Na Chen, Songlin Sun, Bo Rong, Yi Jing, Rose Qingyang Hu, Yi Qian |
| 2015 | GLOBECOM | Game User-Oriented Multimedia Transmission over Cognitive Radio Networks. | Jingfang Huang, Honggang Wang, Yi Qian |
| 2015 | GLOBECOM | Cooperative Non-Orthogonal Multiple Access in Heterogeneous Networks. | Yiran Xu, Haijian Sun, Rose Qingyang Hu, Yi Qian |
| 2015 | GLOBECOM | An Identity-Based Security Scheme for a Big Data Driven Cloud Computing Framework in Smart Grid. | Feng Ye, Yi Qian, Rose Qingyang Hu |
| 2015 | GLOBECOM | D2D Communication Underlay in Uplink Cellular Networks with Fractional Power Control and Fractional Frequency Reuse. | Zekun Zhang, Rose Qingyang Hu, Yi Qian, Apostolos Papathanassiou |
| 2015 | IWCMC | Delay based channel allocations in multi-hop cognitive radio networks. | Zhihui Shu, Yi Qian, Rose Qingyang Hu |
| 2014 | CCS | Streaming Authenticated Data Structures: Abstraction and Implementation. | Yi Qian, Yupeng Zhang, Xi Chen, Charalampos Papamanthou |
| 2014 | GLOBECOM | Coverage study of dense device-to-device communications underlaying cellular networks. | Xue Chen, Rose Qingyang Hu, Yi Qian |
| 2014 | GLOBECOM | Distributed resource and power allocation for device-to-device communications underlaying cellular network. | Xue Chen, Rose Qingyang Hu, Yi Qian |
| 2014 | GLOBECOM | Cognitive radio based adaptive SON for LTE-A heterogeneous networks. | Fei Qi, Songlin Sun, Bo Rong, Rose Qingyang Hu, Yi Qian |
| 2014 | GLOBECOM | A security protocol for advanced metering infrastructure in smart grid. | Feng Ye, Yi Qian, Rose Qingyang Hu |
| 2014 | GLOBECOM | Self-sustaining wireless neighborhood area network design for smart grid. | Feng Ye, Yi Qian, Rose Qingyang Hu |
| 2014 | ICCCN | A security protocol for wireless sensor networks designed for monitoring smart grid transmission lines. | Sucheng Fan, Feng Ye, Jinghong Guo, Yun Liang, Guoliang Xu, Xuping Zhang, Yi Qian |
| 2014 | ICCCN | A wireless sensor network for monitoring smart grid transmission lines. | Zheng Guo, Feng Ye, Jinghong Guo, Yun Liang, Guoliang Xu, Xuping Zhang, Yi Qian |
| 2014 | VTC | Analysis of Energy Usage in Adaptive Sensor Networks. | Pradhumna Lai Shrestha, Michael Hempel, Sushanta Mohan Rakshit, Yi Qian, Hamid Sharif |
| 2013 | GLOBECOM | Switch-and-stay combing for two-way relay networks with multiple amplify-and-forward relays. | Xianfu Lei, Rose Qingyang Hu, Feifei Gao, Yi Qian |
| 2013 | GLOBECOM | Pure asynchronous neighbor discovery algorithms in ad hoc networks using directional antennas. | Feng Tian, Rose Qingyang Hu, Yi Qian, Bo Rong, Bo Liu, Lin Gui |
| 2013 | GLOBECOM | Message scheduling and delivery with vehicular communication network infrastructure. | Jiazhen Zhou, Rose Qingyang Hu, Yi Qian |
| 2013 | INFOCOM | Energy-efficient cognitive heterogeneous networks powered by the smart grid. | Shengrong Bu, F. Richard Yu, Yi Qian |
| 2013 | INFOCOM | On the throughput-delay trade-off in large-scale MANETs with a generalized i.i.d. mobility model. | Wang Liu, Kejie Lu, Jianping Wang, Yi Qian, Liusheng Huang, Jun Liu, Dapeng Oliver Wu |
| 2013 | PST | Extended structural balance theory for modeling trust in social networks. | Yi Qian, Sibel Adali |
| 2013 | WCNC | Analysis and evaluation of covert channels over LTE advanced. | Fahimeh Rezaei, Michael Hempel, Dongming Peng, Yi Qian, Hamid Sharif |
| 2013 | WCNC | Performance modeling of a multi-tier multi-hop hybrid sensor network protocol. | Pradhumna Shrestha, Michael Hempel, Yi Qian, Hamid Sharif, John Punwani, Monique Stewart |
| 2013 | WCNC | Channel allocation and multicast routing in cognitive radio networks. | Zhihui Shu, Yi Qian, Yaoqing Yang, Hamid Sharif |
| 2013 | WCNC | Optimal intra-cell cooperation with precoding in wireless heterogeneous networks. | Yiran Xu, Rose Qingyang Hu, Qian (Clara) Li, Yi Qian |
| 2013 | WCNC | Xing-zone bridge construction for multi-hop cognitive radio networks with channel bonding. | Feng Ye, Yi Qian, Yaoqing Yang, Hamid Sharif |
| 2012 | GLOBECOM | A proportional fair radio resource allocation for heterogeneous cellular networks with relays. | Qian (Clara) Li, Rose Qingyang Hu, Yi Qian, Geng Wu |
| 2012 | GLOBECOM | Network coding-aware channel allocation and routing in cognitive radio networks. | Zhihui Shu, Jiazhen Zhou, Yaoqing Yang, Hamid Sharif, Yi Qian |
| 2012 | GLOBECOM | Constructing backbone of a multi-hop cognitive radio network with channel bonding. | Feng Ye, Jiazhen Zhou, Yaoqing Yang, Hamid Sharif, Yi Qian |
| 2012 | GLOBECOM | Traffic scheduling for smart grid in rural areas with cognitive radios. | Jiazhen Zhou, Rose Qingyang Hu, Yi Qian |
| 2012 | INFOCOM | On the optimal mobile association in heterogeneous wireless relay networks. | Qian (Clara) Li, Rose Qingyang Hu, Geng Wu, Yi Qian |
| 2012 | INFOCOM | Capacity of distributed content delivery in large-scale wireless ad hoc networks. | Wang Liu, Kejie Lu, Jianping Wang, Yi Qian, Tao Zhang, Liusheng Huang |
| 2011 | GLOBECOM | On the Downlink Time, Frequency and Power Coordination in an LTE Relay Network. | Rose Qingyang Hu, Yi Qian, Wei Li |
| 2011 | GLOBECOM | Impact of Interference on Secrecy Capacity in a Cognitive Radio Network. | Zhihui Shu, Yaoqing Yang, Yi Qian, Rose Qingyang Hu |
| 2011 | GLOBECOM | A Novel Channel Probing/Scanning Scheme for Secure Fast Handoff in IEEE 802.11-Based Wireless Networks. | Ye Yan, Yi Qian, Rose Qingyang Hu |
| 2011 | GLOBECOM | A Secure Data Aggregation and Dispatch Scheme for Home Area Networks in Smart Grid. | Ye Yan, Yi Qian, Hamid Sharif |
| 2011 | INFOCOM | Optimal Design of Linear Network Coding for information theoretically secure unicast. | Jin Wang, Jianping Wang, Kejie Lu, Yi Qian, Bin Xiao, Naijie Gu |
| 2011 | WCNC | A secure and reliable in-network collaborative communication scheme for advanced metering infrastructure in smart grid. | Ye Yan, Yi Qian, Hamid Sharif |
| 2010 | GLOBECOM | Dynamic Spectrum Access with QoS Guarantee for Wireless Networks: A Markov Approach. | Yanjun Yao, Zhiyong Feng, Wei Li, Yi Qian |
| 2010 | IPCCC | A time dependent performance model for multihop wireless networks with CBR traffic. | Kunjie Xu, Siriluck Tipmongkonsilp, David Tipper, Prashant Krishnamurthy, Yi Qian |
| 2010 | UIC | TouchInteract: An Interaction Technique with Large Displays Using Touchscreen-Phone. | Hanqing Ruan, Yi Qian, Yong Zhang, Min Zhou |
| 2009 | GLOBECOM | The Benefits of Network Coding over a Wireless Backbone. | Hui Guo, Yi Qian, Kejie Lu, Nader Moayeri |
| 2009 | GLOBECOM | SER Performance Analysis for Physical Layer Network Coding over AWGN Channels. | Kejie Lu, Shengli Fu, Yi Qian, Hsiao-Hwa Chen |
| 2008 | GLOBECOM | A Novel Topology Control Scheme for Future Wireless Mesh Networks. | Kejie Lu, Tao Zhang, Yi Qian, Shengli Fu |
| 2008 | GLOBECOM | A Secure VANET MAC Protocol for DSRC Applications. | Yi Qian, Kejie Lu, Nader Moayeri |
| 2008 | VTC | Design of Secure and Application-Oriented VANETs. | Yi Qian, Nader Moayeri |
| 2008 | VTC | Impact of Signaling Load on the UMTS Call Blocking/Dropping. | Saowaphak Sasanus, David Tipper, Yi Qian |
| 2007 | GLOBECOM | Cooperative Network Coding for Wireless Ad-Hoc Networks. | Shengli Fu, Kejie Lu, Yi Qian, Murali R. Varanasi |
| 2007 | GLOBECOM | Increasing the Throughput of Wireless LANs Via Cooperative Retransmission. | Kejie Lu, Shengli Fu, Yi Qian |
| 2007 | GLOBECOM | On the Design of Future Wireless Ad Hoc Networks. | Kejie Lu, Shengli Fu, Tao Zhang, Yi Qian |
| 2007 | GLOBECOM | Wireless Sensor Networks for Environmental Monitoring Applications: A Design Framework. | Kejie Lu, Yi Qian, Domingo Rodrguez, Wilson Rivera, Manual Rodriguez |
| 2007 | GLOBECOM | Optimal Key Management for Secure and Survivable Heterogeneous Wireless Sensor Networks. | Yi Qian, Kejie Lu, Bo Rong, Hua Zhu |
| 2007 | GLOBECOM | Service Oriented Architecture (SOA) for Integration of Field Bus Systems. | Xiaohua Tian, Yu Cheng, Rose Qingyang Hu, Yi Qian |
| 2007 | IPCCC | Towards Survivable and Secure Wireless Sensor Networks. | Yi Qian, Kejie Lu, David Tipper |
| 2007 | ISNN | Design and Implementation of a General Purpose Neural Network Processor. | Yi Qian, Ang Li, Qin Wang |
| 2006 | GLOBECOM | The Head-of-Line Blocking Problem on Exposed Terminals in MANETs. | Jing Deng, Yi Qian |
| 2006 | GLOBECOM | Enhancing The Performance of Wireless LANs in Error-Prone Environment. | Kejie Lu, Yi Qian, Shengli Fu |
| 2006 | GLOBECOM | Key Management for Pyramidal Security Model of Multicast Communication in Mobile Ad Hoc Networks. | Bo Rong, Yi Qian, Rose Qingyang Hu, Sghaier Guizani, Michel Kadoch |
| 2006 | IPCCC | Wavelength retuning in a WDM mesh network with survivable traffic grooming. | Weiwei Hu, Rose Qingyang Hu, Yi Qian |
| 2006 | IPCCC | A framework for distributed key management schemes in heterogeneous wireless sensor networks. | Kejie Lu, Yi Qian, Jiankun Hu |
| 2006 | Qshine | An adaptive MAC scheme to achieve high channel throughput and QoS differentiation in a heterogeneous WLAN. | Wei Zha, Rose Qingyang Hu, Yi Qian, Yu Cheng |
| 2006 | WCNC | An adaptive p-persistent 802.11 MAC scheme to achieve maximum channel throughput and QoS provisioning. | Rose Qingyang Hu, Wei Zha, Yi Qian, Yu Cheng |
| 2004 | IPCCC | The interaction of security and survivability in hybrid wireless networks. | Prashant V. Krishnamurthy, David Tipper, Yi Qian |
| 2004 | MSWIM | Modeling the time varying behavior of mobile ad-hoc networks. | David Tipper, Yi Qian, Xiaobing Hou |
| 2000 | GLOBECOM | Scheduling for heterogeneous traffic in next generation wireless networks. | William K. Wong, Yi Qian, Victor C. M. Leung |
| 1999 | WCNC | Effect of uplink multiple access scheme on traffic reshaping for a broadband GEO satellite network. | Yi Qian, Rose Qingyang Hu, Hosame Abu-Amara, Payam Maveddat |
| 1996 | INFOCOM | A Nonstationary Analysis of Bandwidth Access Control Schemes for Heterogeneous Traffic in B-ISDN. | Yi Qian, David Tipper, Deep Medhi |