| 2026 | ACL | Attention Under Attack: Analog Noise Effects and Mechanistic Vulnerabilities in Transformer Models. | Mafizur Rahman, Lijun Qian |
| 2025 | ICDM | Enhancing LLM Fine-Tuning for Text-to-SQLs by SQL Quality Measurement. | Shouvon Sarker, Xishuang Dong, Xiangfang Li, Lijun Qian |
| 2025 | ICDM | Integrating Non-Parametric Attention and Prompt Refinement to Enhance LLM-Based Text-to-SQL Without External Knowledge. | Shouvon Sarker, Lijun Qian, Xishuang Dong |
| 2025 | IJCNN | Integrating Semi-Supervised Learning and Ensemble Deep Learning for Low-resource Deep Knowledge Tracing. | Xishuang Dong, Lin Li, Uchechukwu Melody Okechukwu, Lijun Qian |
| 2024 | ICCCN | Decentralized Multi-agent Reinforcement Learning for Large-scale Mobile Wireless Sensor Network Control Using Mean Field Games. | Zejian Zhou, Lijun Qian, Hao Xu |
| 2024 | ICMLA | Comparative Analysis of Inference Performance of Pre-Trained Deep Neural Networks in Analog Accelerators. | Mafizur Rahman, Lin Li, Lijun Qian, Max Huang |
| 2022 | IJCNN | Impact of L1 Batch Normalization on Analog Noise Resistant Property of Deep Learning Models. | Omobayode Fagbohungbe, Lijun Qian |
| 2021 | IJCNN | Benchmarking Inference Performance of Deep Learning Models on Analog Devices. | Omobayode Fagbohungbe, Lijun Qian |
| 2021 | WCNC | Reconfigurable Intelligent Surface Assisted Internet-of-Things: MAC Design and Optimization. | Xuelin Cao, Bo Yang, Hongliang Zhang, Lijun Qian, Chau Yuen, Zhu Han |
| 2020 | ICMLA | Cell Type Identification from Single-Cell Transcriptomic Data via Gene Embedding. | Shanta Chowdhury, Xishuang Dong, Oscar A. Solis, Lijun Qian, Xiangfang Li |
| 2019 | GLOBECOM | Deep Reinforcement Learning MAC for Backscatter Communications Relying on Wi-Fi Architecture. | Xuelin Cao, Zuxun Song, Bo Yang, Xunsheng Du, Lijun Qian, Zhu Han |
| 2019 | INFOCOM | A Distributed MAC Using Wi-Fi to Assist Sporadic Backscatter Communications. | Xuelin Cao, Zuxun Song, Bo Yang, Mohamed A. ElMossallamy, Lijun Qian, Zhu Han |
| 2019 | ISCC | Joint Communication and Computing Optimization for Hierarchical Machine Learning Tasks Distribution. | Bo Yang, Xuelin Cao, Xiangfang Li, Timothy S. Kroecker, Lijun Qian |
| 2018 | DASC | Fake News Detection Enhancement with Data Imputation. | Chandra Mouli Madhav Kotteti, Xishuang Dong, Na Li, Lijun Qian |
| 2018 | FUSION | Efficient Computing of Dempster-Shafer Theoretic Conditionals for Big Hard/Soft Data Fusion. | Joshua Bassey, Xiangfang Li, Lijun Qian, Alexander J. Aved, Timothy S. Kroecker |
| 2018 | VTC | Spectrum Occupancy Prediction in Coexisting Wireless Systems Using Deep Learning. | Oluwaseyi Omotere, John Fuller, Lijun Qian, Zhu Han |
| 2018 | VTC | A Scalable MAC Framework for Internet of Things Assisted by Machine Learning. | Bo Yang, Xuelin Cao, Lijun Qian |
| 2017 | GLOBECOM | Primary Users' Operational Privacy Preservation via Data-Driven Optimization. | Jingyi Wang, Yanmin Gong, Lijun Qian, Riku Jaentti, Miao Pan, Zhu Han |
| 2017 | HealthCom | Closed loop control of blood glucose level with neural network predictor for diabetic patients. | Samuel Oludare Bamgbose, Xiangfang Li, Lijun Qian |
| 2017 | HealthCom | Transfer bi-directional LSTM RNN for named entity recognition in Chinese electronic medical records. | Xishuang Dong, Shanta Chowdhury, Lijun Qian, Yi Guan, Jinfeng Yang, Qiubin Yu |
| 2017 | ICCCN | Big RF Data Assisted Cognitive Radio Network Coexistence in 3.5GHz Band. | Oluwaseyi Omotere, Lijun Qian, Riku Jntti, Miao Pan, Zhu Han |
| 2017 | UIC | A CNN based bagging learning approach to short-term load forecasting in smart grid. | Xishuang Dong, Lijun Qian, Lei Huang |
| 2016 | DASC | Efficient Processing of Uncertain Data Using Dezert-Smarandache Theory: A Case Study. | Hossein Jafari, Xiangfang Li, Lijun Qian |
| 2015 | CISS | Optimal call admission and preemption control for public safety communications. | Ahsan-Abbas Ali, Shuangqing Wei, Lijun Qian |
| 2015 | WCNC | Biconnected tree for robust data collection in advanced metering infrastructure. | Joseph Kamto, Lijun Qian, Wei Li, Zhu Han |
| 2015 | WCNC | RF energy harvesting for WSNs via dynamic control of unmanned vehicle charging. | Fahira Sangare, Ali Arab, Miao Pan, Lijun Qian, Suresh K. Khator, Zhu Han |
| 2013 | GLOBECOM | Performance bound of ad hoc Device-to-Device communications using cognitive radio. | Oluwaseyi Omotere, Lijun Qian, Xiaojiang Du |
| 2011 | GLOBECOM | Light-weight key distribution and management for Advanced Metering Infrastructure. | Joseph Kamto, Lijun Qian, John Fuller, John Attia |
| 2011 | GLOBECOM | Collaborative Compressive Sensing Based Dynamic Spectrum Sensing and Mobile Primary User Localization in Cognitive Radio Networks. | Lanchao Liu, Zhu Han, Zhiqiang Wu, Lijun Qian |
| 2011 | GLOBECOM | Network-Wide Spectrum Situation Reconstruction Using Total Variation Inpainting in Cognitive Radio Ad Hoc Networks. | Paul Potier, CaLynna Sorrells, Yonghui Wang, Lijun Qian, Husheng Li |
| 2010 | CIBCB | Modeling treatment and drug effects at the molecular level using hybrid system theory. | Xiangfang Li, Lijun Qian, Edward R. Dougherty |
| 2010 | CIBCB | A comparative study of the time-series data for inference of gene regulatory networks using B-Spline. | Haixin Wang, James E. Glover, Lijun Qian |
| 2010 | CISS | Enhancing the reliability of cognitive radio networks via channel assignment: risk analysis and redundancy allocation. | Husheng Li, Lijun Qian |
| 2010 | GLOBECOM | Efficient Data Collection with Sampling in WSNs: Making Use of Matrix Completion Techniques. | Jie Cheng, Hongbo Jiang, Xiaoqiang Ma, Lanchao Liu, Lijun Qian, Chen Tian, Wenyu Liu |
| 2010 | WCNC | Distributed Cognitive Sensing for Time Varying Channels: Exploration and Exploitation. | Song Gao, Lijun Qian, Dhadesugoor R. Vaman, Zhu Han |
| 2009 | CIBCB | Steady-state analysis of genetic regulatory networks modeled by nonlinear ordinary differential equations. | Haixin Wang, Lijun Qian, Edward R. Dougherty |
| 2009 | CISS | Downlink power control in co-channel macrocell femtocell overlay. | Xiangfang Li, Lijun Qian, Deepak Kataria |
| 2009 | GLOBECOM | Time Synchronization of Cognitive Radio Networks. | Jari Nieminen, Riku Jntti, Lijun Qian |
| 2008 | SMC | Cognitive radio mixed sensor and Mobile Ad Hoc Networks (SMANET) for dual use applications. | Dhadesugoor R. Vaman, Lijun Qian |
| 2008 | WCNC | Distributed Energy Efficient Spectrum Access in Wireless Cognitive Radio Sensor Networks. | Song Gao, Lijun Qian, Dhadesugoor R. Vaman |
| 2007 | CIBCB | Inference of Gene Regulatory Networks using S-System: A Unified Approach. | Haixin Wang, Lijun Qian, Edward R. Dougherty |
| 2007 | ICNC | Modeling Genetic Regulatory Networks by Sigmoidal Functions: A Joint Genetic Algorithm and Kalman Filtering Approach. | Haixin Wang, Lijun Qian, Edward R. Dougherty |
| 2007 | LANMAN | Power Control for Cognitive Radio Ad Hoc Networks. | Lijun Qian, Xiangfang Li, John Attia, Zoran Gajic |
| 2006 | CISS | Energy Efficient Sensing of Non-cooperative Events in Wireless Sensor Networks. | Lijun Qian, Ahm Quamruzzaman, John Attia |
| 2006 | CISS | Secure Anonymous Routing in Clustered Multihop Wireless Ad Hoc Networks. | Lijun Qian, Ning Song, Xiangfang Li |
| 2006 | WCNC | Joint power control and maximally disjoint routing for reliable data delivery in multihop CDMA wireless ad hoc networks. | Lijun Qian, Ning Song, Dhadesugoor R. Vaman, Xiangfang Li, Zoran Gajic |
| 2006 | WCNC | Power control and proportional fair scheduling with minimum rate constraints in clustered multihop TD/CDMA wireless ad hoc networks. | Lijun Qian, Ning Song, Dhadesugoor R. Vaman, Xiangfang Li, Zoran Gajic |
| 2005 | INFOCOM | Optimal utility based multi-user throughput allocation subject to throughput constraints. | Matthew Andrews, Lijun Qian, Alexander L. Stolyar |
| 2005 | WCNC | Detecting and locating wormhole attacks in wireless ad hoc networks through statistical analysis of multi-path. | Lijun Qian, Ning Song, Xiangfang Li |
| 2003 | INFOCOM | Uplink Scheduling in CDMA Packet-Data Systems. | Krishnan Kumaran, Lijun Qian |
| 2003 | WCNC | Scheduling on uplink of CDMA packet data network with successive interference cancellation. | Krishnan Kumaran, Lijun Qian |
| 1998 | IROS | Identification of the end-effector positioning errors of a high accuracy large medical robot using neural networks. | Lijun Qian, Constantinos Mavroidis |