| 2025 | AAAI | Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers. | Qi Deng, Shuaicheng Niu, Ronghao Zhang, Yaofo Chen, Runhao Zeng, Jian Chen, Xiping Hu |
| 2025 | GECCO | Simulated Annealing-based Evolutionary Algorithm for Constrained Multimodal Multiobjective Optimization. | Juan Zou, Yu Li, Qi Deng, Tianbin Xie, Sheng-Xiang Yang, Jin-Hua Zheng |
| 2025 | ICASSP | Improving Height Prediction for Vision-Based Roadside 3D Object Detection. | Tengfei Zhang, Heng Zhang, Rengang Li, Yaqian Zhao, Qi Deng, Ruyang Li |
| 2024 | AAAI | Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization. | Zhenwei Lin, Jingfan Xia, Qi Deng, Luo Luo |
| 2024 | AAAI | Sketched Newton Value Iteration for Large-Scale Markov Decision Processes. | Jinsong Liu, Chenghan Xie, Qi Deng, Dongdong Ge, Yinyu Ye |
| 2024 | AAAI | Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness. | Chenghan Xie, Chenxi Li, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye |
| 2024 | ECCV | Continual Reinforcement Learning with Implicit Generative Replay for Autonomous Driving. | Qi Deng, Ruyang Li, Qifu Hu, Tengfei Zhang, Heng Zhang |
| 2024 | GECCO | Differential Evolution based on Local Grid Search for Multimodal Multiobjective Optimization with Local Pareto Fronts. | Juan Zou, Tianbin Xie, Qi Deng, Xiaozhong Yu, Shengxiang Yang, Jinhua Zheng |
| 2024 | ICML | Stochastic Weakly Convex Optimization beyond Lipschitz Continuity. | Wenzhi Gao, Qi Deng |
| 2024 | ICML | A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes. | Zhenwei Lin, Chenyu Xue, Qi Deng, Yinyu Ye |
| 2024 | IJCAI | A Survey on Rank Aggregation. | Siyi Wang, Qi Deng, Shiwei Feng, Hong Zhang, Chao Liang |
| 2024 | IJCNN | Hierarchical Fusion Framework for Multimodal Dialogue Response Generation. | Qi Deng, Lijun Wu, Kaile Su, Wei Wu, Zhiyuan Li, Weiwei Duan |
| 2024 | SMC | Multitask Routing Design for Load-Balancing Satellite Networks. | Xiaoling Wang, Zheng Fan, Shibing Zhao, Qi Deng, Qi Kang, Xiao Dou |
| 2024 | UAI | A Homogenization Approach for Gradient-Dominated Stochastic Optimization. | Jiyuan Tan, Chenyu Xue, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye |
| 2023 | ICONIP | End-to-End Urban Autonomous Navigation with Decision Hindsight. | Qi Deng, Guangqing Liu, Ruyang Li, Qifu Hu, Yaqian Zhao, Rengang Li |
| 2023 | IJCAI | Enhancing Network by Reinforcement Learning and Neural Confined Local Search. | Qifu Hu, Ruyang Li, Qi Deng, Yaqian Zhao, Rengang Li |
| 2023 | IJCNN | Context - Enhanced Meta-Reinforcement Learning with Data-Reused Adaptation for Urban Autonomous Driving. | Qi Deng, Yaqian Zhao, Rengang Li, Qifu Hu, Tiejun Liu, Ruyang Li |
| 2023 | ISCAS | CSDB-eDRAM: A 16Kb Energy-Efficient 4T CSDB Gain Cell eDRAM with over 16.6s Retention Time and 49.23uW/Kb at 4.2K for Cryogenic Computing. | Yuhao Shu, Hongtu Zhang, Hao Sun, Qi Deng, Yajun Ha |
| 2023 | ISCAS | RPS-KNN: An Ultra-Fast FPGA Accelerator of Range-Projection-Structure K-Nearest-Neighbor Search for LiDAR Odometry in Smart Vehicles. | Jianzhong Xiao, Hao Sun, Qi Deng, Xinzhe Liu, Hongtu Zhang, Chengzhang He, Yuhao Shu, Yajun Ha |
| 2021 | ICMI | Cross-modal Assisted Training for Abnormal Event Recognition in Elevators. | Xinmeng Chen, Xuchen Gong, Ming Cheng, Qi Deng, Ming Li |
| 2021 | ICMI | Call For Help Detection In Emergent Situations Using Keyword Spotting And Paralinguistic Analysis. | Huangrui Chu, Yechen Wang, Ran Ju, Yan Jia, Haoxu Wang, Ming Li, Qi Deng |
| 2021 | ICMI | A Multimodal Dynamic Neural Network for Call for Help Recognition in Elevators. | Ran Ju, Huangrui Chu, Yechen Wang, Qi Deng, Ming Cheng, Ming Li |
| 2020 | CogSIMA | Online intention recognition applied to real simulated driving maneuvers. | Qi Deng, Maryam Saleh, Foghor Tanshi, Dirk Sffker |
| 2018 | ISNN | Nonlinear Disturbance Observer Based Adaptive Integral Sliding Mode Tracking Control of a Quadrotor. | Ning Wang, Qi Deng, Yongpeng Weng |
| 2015 | ICIS | Green IT Practice Disclosure: An Examination of Corporate Sustainability Report in IT Sector. | Qi Deng, Shaobo Ji, Yun Wang |