| 2026 | AAAI | Maximizing Schatten-p Norm Regularization Toward Balance. | Fangfang Li, Quanxue Gao, Yapeng Wang, Yu Duan, Yuzhuo Feng, Qin Li |
| 2026 | AAAI | Tensorized Label Learning via Balanced Tensor Regression. | Guangyu Yang, Yuzhuo Feng, Qin Li, Quanxue Gao, Ming Yang, Rui Wang |
| 2026 | ACL | Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding. | Donghan Liu, Han Sun, Zhaohui Wang, Qin Li, Min Zhang |
| 2026 | TASE | A Formal Quantitative Approach for Evaluating Safety-Critical Driving Scenarios via Statistical Model Checking. | Xinyu Liang, Qin Li |
| 2025 | EMNLP | SURE: Safety Understanding and Reasoning Enhancement for Multimodal Large Language Models. | Yuxin Gou, Xiaoning Dong, Qin Li, Shishen Gu, Richang Hong, Wenbo Hu |
| 2025 | ICANN | FDFRL: Credit Card Fraud Detection Based on Federated Reinforcement Learning. | Nana Zhang, Qin Li, Kun Zhu, Dandan Zhu |
| 2025 | ICCV | VQualA 2025 Challenge on GenAI-Bench AIGC Video Quality Assessment: Methods and Results. | Ying Chen, Huasheng Wang, Pengxiang Xiao, Yukang Ding, Enpeng Liu, Chris Wei Zhou, Baojun Li, Jiamian Huang, Jiarui Wang, Xiaorong Zhu, Juntong Wang, Huiyu Duan, Xiongkuo Min, Qiang Hu, Chunlei Cai, Guangtao Zhai, Baihong Qian, Haotian Fan, Wenjie Liao, Yunqiu Wang, Tao Li, Junuhi Cui, Zhichao Zhang, Xinyue Li, Yunhao Li, Xiaohong Liu, Weixia Zhang, Bingkun Zheng, Wei Sun, Zhihua Wang, Longwei Li, Jinyu Zhao, Xincheng Lv, Yang Cai, Fangfang Lu, Ritik Bompilwar, Saurabh Koshatwar, Weifeng Cai, Guangqian Kong, Junfeng Yang, Jing Fu, Wei Zhang, Wenzhi Cao, Limei Liu, Qin Li, Wanli Ma, Yixiao Li, Xiaoshuai Hao |
| 2025 | ICDM | Improving the Spatial Resolution of Gong Solar Images to GST Quality Using Deep Learning. | Chenyang Li, Qin Li, Haimin Wang, Bo Shen |
| 2025 | ICDM | Comparing LSTM-Based Sequence-to-Sequence Forecasting Strategies for 24-Hour Solar Proton Flux Profiles Using GOES Data. | Kangwoo Yi, Bo Shen, Qin Li, Haimin Wang, Yong-Jae Moon, Jaewon Lee, Hwanhee Lee |
| 2025 | ICWS | HAPFL: Heterogeneity-Aware Personalized Federated Learning via Hierarchical RL and Model Distillation. | Xi Chen, Ting Wang, Qin Li, Haibin Cai |
| 2025 | RE | Classification and Description of AI Component Requirements in Autonomous Driving System. | Ruolin Gong, Yu Zhang, Qin Li |
| 2025 | VMCAI | Formal Verification of Probabilistic Deep Reinforcement Learning Policies with Abstract Training. | Junfeng Yang, Min Zhang, Xin Chen, Qin Li |
| 2024 | ECCV | Beyond MOT: Semantic Multi-object Tracking. | Yunhao Li, Qin Li, Hao Wang, Xue Ma, Jiali Yao, Shaohua Dong, Heng Fan, Libo Zhang |
| 2024 | FAST | I/O in a Flash: Evolution of ONTAP to Low-Latency SSDs. | Matthew Curtis-Maury, Ram Kesavan, Bharadwaj V. R., Nikhil Mattankot, Vania Fang, Yash Trivedi, Kesari Mishra, Qin Li |
| 2024 | ICECCS | A Event-B-Based Approach for Schedulability Analysis For Real-Time Scheduling Algorithms through Deadlock Detection. | Jiale Quan, Qin Li |
| 2024 | QRS | Implications for Running AI Applications on Serverless Platforms. | Xie Dong, Hu Yang, Qin Li, Zhang Jianfeng |
| 2023 | VR | A Case Study on Providing Immersive Visualization for Neuronal Network Data Using COTS Soft- and Hardware. | Marcel Krger, Qin Li, Torsten W. Kuhlen, Tim Gerrits |
| 2023 | SEKE | ASC4AI: A Novel Automatic Service Composition Framework for AI Systems (S). | Zhiguo Li, Qin Li |
| 2023 | TASE | A Hierarchical Spatial Logic for Knowledge Sharing and Fusion in Intelligent Connected Vehicle Cooperation. | Shengyang Yao, Qin Li |
| 2022 | ICTAC | A Model Checking Based Approach to Detect Safety-Critical Adversarial Examples on Autonomous Driving Systems. | Zhen Huang, Bo Li, Dehui Du, Qin Li |
| 2022 | PPoPP | FasterMoE: modeling and optimizing training of large-scale dynamic pre-trained models. | Jiaao He, Jidong Zhai, Tiago Antunes, Haojie Wang, Fuwen Luo, Shangfeng Shi, Qin Li |
| 2022 | SEKE | Taint Trace Analysis For Java Web Applications. | Yaju Li, Chenyi Zhang, Qin Li |
| 2022 | SEKE | NKind: a model checker for liveness property verification on Lustre programs. | Junjie Wei, Qin Li |
| 2021 | AISTATS | Random Coordinate Underdamped Langevin Monte Carlo. | Zhiyan Ding, Qin Li, Jianfeng Lu, Stephen J. Wright |
| 2021 | ASPDAC | Puncturing the memory wall: Joint optimization of network compression with approximate memory for ASR application. | Qin Li, Peiyan Dong, Zijie Yu, Changlu Liu, Fei Qiao, Yanzhi Wang, Huazhong Yang |
| 2021 | COLT | Random Coordinate Langevin Monte Carlo. | Zhiyan Ding, Qin Li, Jianfeng Lu, Stephen J. Wright |
| 2021 | ICCV | I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-fidelity 3D Hand Mesh Modeling. | Ping Chen, Yujin Chen, Dong Yang, Fangyin Wu, Qin Li, Qingpei Xia, Yong Tan |
| 2021 | ICRA | Directed Acyclic Graph Neural Network for Human Motion Prediction. | Qin Li, Georgia Chalvatzaki, Jan Peters, Yong Wang |
| 2021 | KSEM | Analyzing and Recommending Development Order Based on Design Class Diagram. | Wenhan Wu, Yongxin Zhao, Chao Peng, Yongjian Li, Qin Li |
| 2021 | TASE | RE2B: Enhancing Correctness of Both Requirements and Design Models. | Shiling Feng, Xiaohong Chen, Qin Li, Yongxin Zhao |
| 2020 | CIS | Full Coverage Detection of Immune Detector for Public Data Set. | Caiming Liu, Yan Zhang, Qin Li, Luxin Xiao |
| 2020 | ICPR | Robust Localization of Retinal Lesions via Weakly-supervised Learning. | Ruohan Zhao, Qin Li, Jane You |
| 2020 | ISLPED | NS-KWS: joint optimization of near-sensor processing architecture and low-precision GRU for always-on keyword spotting. | Qin Li, Sheng Lin, Changlu Liu, Yidong Liu, Fei Qiao, Yanzhi Wang, Huazhong Yang |
| 2020 | SMC | Divideup: A Generic Improvement Approach for Supervised Learning Using Dataset Partition with Finer Semantical Information. | Xinyue Zhang, Qin Li |
| 2019 | ASPDAC | Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS. | Qin Li, Xiaofan Zhang, Jinjun Xiong, Wen-Mei Hwu, Deming Chen |
| 2019 | BSN | BigFoot: A Mobile Solution toward Foot Parameters Extraction. | Kevin Yiu-Wah Cheung, Darasy Reth, Chen Song, Zhinan Li, Qin Li, Wenyao Xu |
| 2019 | ICIP | DEEPPOREID: An Effective Pore Representation Descriptor in Direct Pore Matching. | Yuanhao Zhao, Guojie Liu, Feng Liu, Linlin Shen, Qin Li |
| 2019 | TASE | A Quantitative Safety Verification Approach for the Decision-making Process of Autonomous Driving. | Bingqing Xu, Qin Li, Tong Guo, Yi Ao, Dehui Du |
| 2017 | CHASE | Validation of a Novel Gait Analysis System. | Zhuolin Yang, Feng Lin, Wenyao Xu, Jeanne Langan, Lora Cavuoto, Zhinan Li, Qin Li |
| 2017 | ISCAS | From "MISSION: IMPOSSIBLE" to mission possible: Fully flexible intelligent contact lens for image classification with analog-to-information processing. | Qin Li, Zheyu Liu, Fei Qiao, Xing Wu, Chaolun Wang, Qi Wei, Huazhong Yang |
| 2017 | TASE | A bounded multi-dimensional modal logic for autonomous cars based on local traffic and estimation. | Bingqing Xu, Qin Li |
| 2016 | ICECCS | A Spatial Logic for Modeling and Verification of Collision-Free Control of Vehicles. | Bingqing Xu, Qin Li |
| 2016 | IGARSS | Hyperspectral unmixing algorithm based on Nonnegative Matrix Factorization. | Wenxing Bao, Qin Li, Liping Xin, Kewen Qu |
| 2016 | SNPD | An accelerating approach for simulating texture sharp transition mechanism of pyrocarbon on Hexagonal-Mesh Surface. | Mengqi Guo, Qin Li, Wenfeng Shen, Guangren Qian, Huiran Zhang |
| 2015 | CIS | Immunity-Based Detection for Large-Scale Behavior of Denial of Service. | Yan Zhang, Caiming Liu, Zhonghua Li, Hongying Qin, Qin Li, Jinquan Zeng |
| 2015 | COCOON | Quantifying Communication in Synchronized Languages. | Zhe Dang, Thomas R. Fischer, William J. Hutton III, Oscar H. Ibarra, Qin Li |
| 2015 | ICECCS | A Formal Framework for Reasoning Emergent Behaviors in Swarm Robotic Systems. | Qin Li, Jinxun Wang, Qiwen Xu, Yanhong Huang, Huibiao Zhu |
| 2014 | TrustCom | Survey of Integrity Detection Methods in Internet of Things. | Chaoliang Li, Qin Li, Guojun Wang |
| 2014 | TASE | Configuration of Services Based on Virtualization. | Jianmin Jiang, Huibiao Zhu, Qin Li, Shi Zhang, Ping Gong, Zhong Hong |
| 2014 | TASE | A Formal Development Approach for Self-Organising Systems. | Qin Li, Graeme Smith |
| 2013 | ICECCS | Using Bounded Fairness to Specify and Verify Ordered Asynchronous Multi-agent Systems. | Qin Li, Graeme Smith |
| 2013 | IECON | Privacy issues of smart e-mobility. | Lucie Langer, Florian Skopik, Georg Kienesberger, Qin Li |
| 2013 | ISCC | Trustworthy incident information sharing in social cyber defense alliances. | Florian Skopik, Qin Li |
| 2013 | VCIP | Dense depth acquisition via one-shot stripe structured light. | Qin Li, Fu Li, Guangming Shi, Fei Qi, Yuexin Shi, Shan Gao |
| 2012 | APSCC | A New Method of Sample Reduction for Support Vector Classification. | Ling Wang, Meiling Sui, Qin Li, Haijun Xiao |
| 2012 | TrustCom | Feedback as "Shadow of the Present": An Alternative to Reputation Systems for E-marketplaces. | Qin Li, Jie Zhang, Keith M. Martin |
| 2011 | TASE | Modeling and Verifying the Code-Level OSEK/VDX Operating System with CSP. | Yanhong Huang, Yongxin Zhao, Longfei Zhu, Qin Li, Huibiao Zhu, Jianqi Shi |
| 2011 | TASE | Towards a Probabilistic Calculus for Mobile Ad Hoc Networks. | Si Liu, Yongxin Zhao, Huibiao Zhu, Qin Li |
| 2010 | CBMS | A fully automated system for retinal vessel tortuosity diagnosis using scale dependent vessel tracing and grading. | Qin Li, Jane You, Jinghua Wang, Allan Wong |
| 2010 | ICDCIT | Formal Approaches to Location Management in Mobile Communications. | Juanhua Kang, Qin Li, Huibiao Zhu, Wenjuan Wu |
| 2010 | ICNC | Joint image fusion algorithm with OMP and wavelet. | Yi Sun, Zhanwei Liu, Qin Li |
| 2010 | ICTAC | A Denotational Semantical Model for Orc Language. | Qin Li, Huibiao Zhu, Jifeng He |
| 2010 | ISPA | A Viable Grid Marketplace. | Qin Li, Keith M. Martin |
| 2010 | SAC | Network state consistency of virtual machine in live migration. | Xingang Liu, Jinpeng Huai, Qin Li, Tianyu Wo |
| 2009 | ICASSP | Design of oversampled DFT modulated filter banks optimized for acoustic echo cancellation. | Qin Li, Wei-Ge Chen, Chao He, Henrique S. Malvar |
| 2009 | ICPADS | Enhancing Reliability for Virtual Machines via Continual Migration. | Wenchao Cui, Dian-fu Ma, Tianyu Wo, Qin Li |
| 2009 | IGARSS | Experiments of Soil Moisture Retrieval based on Extended Kalman Filter. | Ruofei Zhong, Qin Li, Wenji Zhao |
| 2009 | NSS | A Security Calculus of Concurrent Objects for Verifying Ad Hoc Network Protocols. | Qin Li, Qingkai Zeng |
| 2009 | PCS | Curvelet based no-reference objective image Quality Assessment. | Ji Shen, Qin Li, Gordon Erlebacher |
| 2009 | SEW | Towards Specification and Refinement of Contracts with Environment Changes. | Qin Li, Huibiao Zhu |
| 2009 | TASE | Formal Approaches to Deadlock Analysis in Competitions of Shared Web Resources. | Jieqi Ding, Han Zhu, Huibiao Zhu, Qin Li |
| 2009 | TASE | Modeling MapReduce with CSP. | Wen Su, Fan Yang, Huibiao Zhu, Qin Li |
| 2008 | ICASSP | Coherent modulation filtering for speech. | Qin Li, Les E. Atlas |
| 2008 | ICIP | Dark line detection with line width extraction. | Qin Li, Lei Zhang, Jane You, David Zhang, Prabir Bhattacharya |
| 2008 | IGARSS | Soil Moisture Content Retrieval in an Arid to Semi-Arid Region in the Xinjiang Province. | Qin Li, Frank Veroustraete, Qinghan Dong, Xi Chen, Anming Bao, Tie Liu, X. W. Feng, Patrick Willems |
| 2007 | ACC | On the Consensus of Dynamic Multi-agent Systems with Changing Topology. | Qin Li, Zhong-Ping Jiang |
| 2007 | HPCC | CIVIC: A Hypervisor Based Virtual Computing Environment. | Jinpeng Huai, Qin Li, Chunming Hu |
| 2007 | SEW | An Inconsistency Free Formalization of B/S Architecture. | Qin Li, Huibiao Zhu, Jifeng He |
| 2006 | ICPR | A New Approach to Automated Retinal Vessel Segmentation Using Multiscale Analysis. | Qin Li, Lei Zhang, David Zhang, Prabir Bhattacharya |
| 2006 | SMC | A Multiscale Approach to Retinal Vessel Segmentation Using Gabor Filters and Scale Multiplication. | Qin Li, Jane You, Lei Zhang, Prabir Bhattacharya |
| 2005 | ICASSP | Properties for modulation spectral filtering. | Qin Li, Les E. Atlas |
| 2005 | SMC | A new approach to appearance-based face recognition. | King Hong Cheung, Adams Wai-Kin Kong, Jane You, Qin Li, David Zhang, Prabir Bhattacharya |
| 2005 | SMC | Understanding the performance of enterprise applications. | Qin Li, Michael A. Bauer |
| 2004 | ICASSP | Homomorphic modulation spectra. | Les E. Atlas, Qin Li, Jeffrey Thompson |
| 2004 | IGARSS | Modeling passive and active microwave remote sensing of snow using DMRT theory with rough surface boundary conditions. | Yunhua Tan, Zhongxin Li, Leung Tsang, Alfred T. C. Chang, Qin Li |
| 2004 | IGARSS | Application of UV multi-level partitioning method in solving problems of surface and volume scattering. | Leung Tsang, Qin Li, Peng Xu, Zhongxin Li |
| 2003 | ICASSP | Time-variant least squares harmonic modeling. | Qin Li, Les E. Atlas |
| 2003 | IGARSS | Study of microwave signatures of soils with various rough surface spectra based on 3-D numerical simulations of Maxwell equations. | Qin Li, Leung Tsang, Lin Zhou |
| 2002 | IGARSS | Numerical study of frequency and polarimetric dependence of the emissivities and backscattering coefficients of soil based on three dimensional Monte-Carlo simulation of Maxwell equations. | Qin Li, Lin Zhou, Chi Hou Chan, Kun-Shan Chen |