| 2026 | INFOCOM | MalMoE: Mixture-of-Experts Enhanced Encrypted Malicious Traffic Detection Under Graph Drift. | Yunpeng Tan, Qingyang Li, Mingxin Yang, Yannan Hu, Lei Zhang, Xinggong Zhang |
| 2026 | PAKDD | From Informal Descriptions to Formal MILP Models Through a Multi-Agent Approach with Structured Knowledge Integration. | Jyotheesh Gaddam, Qingyang Li, Lele Zhang, Bahadorreza Ofoghi, Diego Moll Aliod |
| 2026 | SIGIR | OxygenREC: An Instruction-Following Generative Framework for E-commerce Recommendation. | Zhiwei Zhang, Qingyang Li, Ming Zhang, Yanchen Qiao, Zhen Wang, Ziyang Ji, Xiangyu Qian, Shijie Yang, Yanlong Zang, Weijie Ding, Zhi Ma, Zhen Li, Yaqiang Zang, Pinghua Gong |
| 2025 | ACL | Towards Reward Fairness in RLHF: From a Resource Allocation Perspective. | Sheng Ouyang, Yulan Hu, Ge Chen, Qingyang Li, Fuzheng Zhang, Yong Liu |
| 2025 | ASPLOS | Debugger Toolchain Validation via Cross-Level Debugging. | Yibiao Yang, Maolin Sun, Jiangchang Wu, Qingyang Li, Yuming Zhou |
| 2025 | EMNLP | SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin. | Hao Yi, Qingyang Li, Yulan Hu, Fuzheng Zhang, Di Zhang, Yong Liu |
| 2025 | GLOBECOM | 3D Trajectory and Spectrum Optimization for Advanced Air Mobility: A Multi-agent Deep Reinforcement Learning Approach. | Qingyang Li, Hongxiang Li, Eric J. Knoblock |
| 2025 | VTC | Joint Trajectory and Spectrum Optimization in Advanced Air Mobility via Multi-Agent Deep Reinforcement Learning. | Qingyang Li, Hongxiang Li, Eric J. Knoblock |
| 2024 | ACL | Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios. | Lei Lin, Jia-Yi Fu, Pengli Liu, Qingyang Li, Yan Gong, Junchen Wan, Fuzheng Zhang, Zhongyuan Wang, Di Zhang, Kun Gai |
| 2024 | EMNLP | MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion. | Qingyang Li, Yanru Zhong, Yuchu Qin |
| 2024 | ICASSP | Efficient Federated Learning with Smooth Aggregation for Non-IID Data from Multiple Edges. | Qianru Wang, Qingyang Li, Bin Guo, Jiangtao Cui |
| 2024 | ICNP | Tackling Bit-Rate Variation of RTC Through Frame-Bursting Congestion Control. | Zhidong Jia, Yihang Zhang, Qingyang Li, Xinggong Zhang |
| 2024 | SECON | RTCC: Enable End-to-end Sub-RTT Congestion Control for Next-generation Network. | Yihang Zhang, Zhidong Jia, Qingyang Li, Xinggong Zhang, Zongming Guo |
| 2023 | ICDE | Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems. | Xiong-Hui Chen, Bowei He, Yang Yu, Qingyang Li, Zhiwei Tony Qin, Wenjie Shang, Jieping Ye, Chen Ma |
| 2023 | SECON | AUDIOSENSE: Leveraging Current to Acoustic Channel to Detect Appliances at Single-Point. | Yijie Li, Xiatong Tong, Qianfei Ren, Qingyang Li, Lanqing Yang, Yi-Chao Chen, Guangtao Xue, Xiaoyu Ji, Jiadi Yu |
| 2022 | IGARSS | Precise Vertex Regression and Feature Decoupling for Oriented Object Detection. | Shicheng Miao, Gong Cheng, Qingyang Li, Lei Pei |
| 2022 | IGARSS | Dynamic Proposal Generation for Oriented Object Detection in Aerial Images. | Qingyang Li, Gong Cheng, Shicheng Miao, Lei Pei |
| 2022 | MOBICOM | DoCam: depth sensing with an optical image stabilization supported RGB camera. | Hao Pan, Feitong Tan, Yi-Chao Chen, Gaoang Huang, Qingyang Li, Wenhao Li, Guangtao Xue, Lili Qiu, Xiaoyu Ji |
| 2021 | IGARSS | Multi-Scale Bidirectional Feature Fusion for One-Stage Oriented Object Detection in Aerial Images. | Lei Pei, Gong Cheng, Xuxiang Sun, Qingyang Li, Meili Zhang, Shicheng Miao |
| 2021 | ICRA | Autonomous Decentralized Shape-Based Navigation for Snake Robots in Dense Environments. | Guillaume Sartoretti, Tianyu Wang, Gabriel Chuang, Qingyang Li, Howie Choset |
| 2021 | IWCMC | A Novel Cell Zooming Algorithm Based On Motion Prediction In High-Speed Railway Communication Networks. | Ziyue Wang, Qingyang Li, Jie Sheng, Cheng Wu |
| 2020 | ICONIP | BEDNet: Bi-directional Edge Detection Network for Ocean Front Detection. | Qingyang Li, Zhenlin Fan, Guoqiang Zhong |
| 2020 | WWW | Hierarchical Adaptive Contextual Bandits for Resource Constraint based Recommendation. | Mengyue Yang, Qingyang Li, Zhiwei (Tony) Qin, Jieping Ye |
| 2019 | IJCAI | Multi-task Dictionary Learning Based on Convolutional Neural Networks for Longitudinal Clinical Score Predictions in Alzheimer's Disease. | Qunxi Dong, Jie Zhang, Qingyang Li, Paul M. Thompson, Richard J. Caselli, Jieping Ye, Yalin Wang |
| 2019 | KDD | Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation. | Wenjie Shang, Yang Yu, Qingyang Li, Zhiwei (Tony) Qin, Yiping Meng, Jieping Ye |
| 2019 | VRST | Understanding Enjoyment in VR Games with GameFlow. | Penny Sweetser, Zane Rogalewicz, Qingyang Li |
| 2016 | KDD | Parallel Lasso Screening for Big Data Optimization. | Qingyang Li, Shuang Qiu, Shuiwang Ji, Paul M. Thompson, Jieping Ye, Jie Wang |
| 2016 | MICCAI | Hyperbolic Space Sparse Coding with Its Application on Prediction of Alzheimer's Disease in Mild Cognitive Impairment. | Jie Zhang, Jie Shi, Cynthia M. Stonnington, Qingyang Li, Boris A. Gutman, Kewei Chen, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Jieping Ye, Yalin Wang |
| 2016 | MICCAI | Large-Scale Collaborative Imaging Genetics Studies of Risk Genetic Factors for Alzheimer's Disease Across Multiple Institutions. | Qingyang Li, Tao Yang, Liang Zhan, Derrek P. Hibar, Neda Jahanshad, Yalin Wang, Jieping Ye, Paul M. Thompson, Jie Wang |
| 2015 | PSB | Melancholic Depression Prediction by Identifying Representative Features in Metabolic and Microarray Profiles with Missing Values. | Zhi Nie, Tao Yang, Yashu Liu, Binbin Lin, Qingyang Li, Vaibhav A. Narayan, Gayle M. Wittenberg, Jieping Ye |
| 2014 | ICML | A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models. | Jie Wang, Qingyang Li, Sen Yang, Wei Fan, Peter Wonka, Jieping Ye |
| 2013 | IC2E | Adaptive Fault Detection for Testing Tenant Applications in Multi-tenancy SaaS Systems. | Wei-Tek Tsai, Qingyang Li, Charles J. Colbourn, Xiaoying Bai |
| 2013 | ICSE | Test algebra for combinatorial testing. | Wei-Tek Tsai, Charles J. Colbourn, Jie Luo, Guanqiu Qi, Qingyang Li, Xiaoying Bai |