Qi Deng

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 91

Top Topics

Convex Optimization

Top Venues

Publications

Jinsong Liu, Chenghan Xie, Qi Deng, Dongdong Ge, Yinyu Ye
Sketched Newton Value Iteration for Large-Scale Markov Decision Processes. AAAI (2024)
Si Long, Jinhua Zheng, Qi Deng, Yuan Liu, Juan Zou, Shengxiang Yang
A similarity-detection-based evolutionary algorithm for large-scale multimodal multi-objective optimization. Swarm Evol. Comput. 87 (2024)
Chenghan Xie, Chenxi Li, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye
Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness. AAAI (2024)
Qi Deng, Zheng Fan, Zhi Li, Xinna Pan, Qi Kang, MengChu Zhou
Solving the Food-Energy-Water Nexus Problem via Intelligent Optimization Algorithms. CoRR (2024)
Juan Zou, Tianbin Xie, Qi Deng, Xiaozhong Yu, Shengxiang Yang, Jinhua Zheng
Differential Evolution based on Local Grid Search for Multimodal Multiobjective Optimization with Local Pareto Fronts. GECCO Companion (2024)
Qi Deng, Ruyang Li, Qifu Hu, Yaqian Zhao, Rengang Li
Context-Aware Meta-RL With Two-Stage Constrained Adaptation for Urban Driving. IEEE Trans. Veh. Technol. 73 (2) (2024)
Wenzhi Gao, Qi Deng
Stochastic Weakly Convex Optimization Beyond Lipschitz Continuity. CoRR (2024)
Xuanyan Lei, Yizhang Xia, Qi Deng, Juan Zou
A knowledge-guided regional division based evolutionary algorithm for multi-modal multi-objective optimization. Appl. Soft Comput. 165 (2024)
Zhenwei Lin, Jingfan Xia, Qi Deng, Luo Luo
Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization. AAAI (2024)
Qi Deng, Yaqian Zhao, Rengang Li, Qifu Hu, Tengfei Zhang, Heng Zhang, Ruyang Li
A Pseudo-Hierarchical Planning Framework with Dynamic-Aware Reinforcement Learning for Autonomous Driving. IV (2024)
Yi Xiang, Jinhua Zheng, Yaru Hu, Yuan Liu, Juan Zou, Qi Deng, Shengxiang Yang
Weak relationship indicator-based evolutionary algorithm for multimodal multi-objective optimization. Inf. Sci. 652 (2024)
Hongtu Zhang, Yuhao Shu, Qi Deng, Hao Sun, Wenfeng Zhao, Yajun Ha
WDVR-RAM: A 0.25-1.2 V, 2.6-76 POPS/W Charge-Domain In-Memory-Computing Binarized CNN Accelerator for Dynamic AIoT Workloads. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (10) (2023)
Digvijay Boob, Qi Deng
First-order methods for Stochastic Variational Inequality problems with Function Constraints. CoRR (2023)
Qifu Hu, Ruyang Li, Qi Deng, Yaqian Zhao, Rengang Li
Enhancing Network by Reinforcement Learning and Neural Confined Local Search. IJCAI (2023)
Malti Puri, Kyung Young Lee, Hélène Deval, Qi Deng, Paola Gonzalez, Young Ho Song
Mobile Curated News Readers' Intention to Read Full-length Articles: Focusing on Heuristic and Systematic Factors. Pac. Asia J. Assoc. Inf. Syst. 15 (2) (2023)
Qi Deng, Qi Kang, Liang Zhang, MengChu Zhou, Jing An
Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization. IEEE Trans. Evol. Comput. 27 (2) (2023)
Shuping Sun, Wei Song, Yaonan Tong, Xu Li, Man Zhao, Qi Deng, Guangyu Liu, Zhi Liu, Chao Liu
A novel methodology for evaluation of S2 wide split via estimated parameters. Comput. Methods Programs Biomed. 242 (2023)
Runhao Zeng, Qi Deng, Huixuan Xu, Shuaicheng Niu, Jian Chen
Exploring Motion Cues for Video Test-Time Adaptation. ACM Multimedia (2023)
Yuhao Shu, Hongtu Zhang, Qi Deng, Hao Sun, Yajun Ha
CIMC: A 603TOPS/W In-Memory-Computing C3T Macro with Boolean/Convolutional Operation for Cryogenic Computing. CICC (2023)
Jianzhong Xiao, Hao Sun, Qi Deng, Xinzhe Liu, Hongtu Zhang, ChengZhang He, Yuhao Shu, Yajun Ha
RPS-KNN: An Ultra-Fast FPGA Accelerator of Range-Projection-Structure K-Nearest-Neighbor Search for LiDAR Odometry in Smart Vehicles. ISCAS (2023)
Digvijay Boob, Qi Deng, Guanghui Lan
Stochastic first-order methods for convex and nonconvex functional constrained optimization. Math. Program. 197 (1) (2023)
Zhenwei Lin, Jingfan Xia, Qi Deng, Luo Luo
Decentralized Gradient-Free Methods for Stochastic Non-Smooth Non-Convex Optimization. CoRR (2023)
Yuhao Shu, Hongtu Zhang, Hao Sun, Mengru Zhang, Wenfeng Zhao, Qi Deng, Zhidong Tang, Yumeng Yuan, Yongqi Hu, Yu Gu, Xufeng Kou, Yajun Ha
Cryogenic quasi-static embedded DRAM for energy-efficient compute-in-memory applications. CoRR (2023)
Qi Deng, Yaqian Zhao, Rengang Li, Qifu Hu, Tiejun Liu, Ruyang Li
Context - Enhanced Meta-Reinforcement Learning with Data-Reused Adaptation for Urban Autonomous Driving. IJCNN (2023)
Yuhao Shu, Hongtu Zhang, Hao Sun, Qi Deng, Yajun Ha
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. ISCAS (2023)
Qixing Zhang, Hao Sun, Qi Deng, Heng Yu, Yajun Ha
NORB: A Stream-Based and Non-Blocking FPGA Accelerator for ORB Feature Extraction. ICECS (2023)
Jiyuan Tan, Chenyu Xue, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye
A Homogenization Approach for Gradient-Dominated Stochastic Optimization. CoRR (2023)
Yunhao Hu, Hao Sun, Chunxu Guo, Qi Deng, Yajun Ha
An Energy-efficient and Fast KNN Search Accelerator for Large Scale Point Cloud Map. ICECS (2023)
Liang Zhang, Qi Kang, Qi Deng, Luyuan Xu, Qidi Wu
A Line Complex-Based Evolutionary Algorithm for Many-Objective Optimization. IEEE CAA J. Autom. Sinica 10 (5) (2023)
Zhenwei Lin, Qi Deng
GBM-based Bregman Proximal Algorithms for Constrained Learning. CoRR (2023)
Feng Zeng, Ranran Rou, Qi Deng, Jinsong Wu
Parked vehicles crowdsourcing for task offloading in vehicular edge computing. Peer Peer Netw. Appl. 16 (4) (2023)
Qi Deng, Guangqing Liu, Ruyang Li, Qifu Hu, Yaqian Zhao, Rengang Li
End-to-End Urban Autonomous Navigation with Decision Hindsight. ICONIP (15) (2023)
Hao Sun, Qi Deng, Xinzhe Liu, Yuhao Shu, Yajun Ha
An Energy-Efficient Stream-Based FPGA Implementation of Feature Extraction Algorithm for LiDAR Point Clouds With Effective Local-Search. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (1) (2023)
Wenzhi Gao, Qi Deng
Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization. NeurIPS (2023)
Xiaoling Wang, Qi Deng, Zheng Fan, Qi Kang
A General Easy and Similar Task-aided Evolutionary Optimization Framework for Expensive Problems. ICNSC (2023)
Wenzhi Gao, Qi Deng
Delayed Stochastic Algorithms for Distributed Weakly Convex Optimization. CoRR (2023)
Jinsong Liu, Chenghan Xie, Qi Deng, Dongdong Ge, Yinyu Ye
Stochastic Dimension-reduced Second-order Methods for Policy Optimization. CoRR (2023)
Changzeng Fu, Qi Deng, Jingcheng Shen, Hamed Mahzoon, Hiroshi Ishiguro
A Preliminary Study on Realizing Human-Robot Mental Comforting Dialogue via Sharing Experience Emotionally. Sensors 22 (3) (2022)
Daniel Adofo Ameyaw, Qi Deng, Dirk Söffker
Evaluating Machine Learning-Based Classification Approaches: A New Method for Comparing Classifiers Applied to Human Driver Prediction Intentions. IEEE Access 10 (2022)
Paras Sheth, Ting Liu, Durmus Doner, Qi Deng, Yuhang Wei, Rebecca Muenich, John Sabo, K. Selçuk Candan, Huan Liu
Causal Discovery for Feature Selection in Physical Process-Based Hydrological Systems. Big Data (2022)
Lingpeng Meng, Xudong Wang, Qi Deng, Junling He, Chuanfeng Han
A Stochastic Programming Model for Emergency Supplies Distribution Considering Facility Disruption. ICNSC (2022)
Zhenwei Lin, Qi Deng
Efficient First-order Methods for Convex Optimization with Strongly Convex Function Constraints. CoRR (2022)
Qi Deng, Guijun Zhuang, Sihan Li, Hailong Yang
A configurational analysis of cross-channel integration. Ind. Manag. Data Syst. 122 (7) (2022)
Qi Deng, Shanshan Zhang, Gang Chen, Huaxiang Lu
Blind separation of noncooperative paired carrier multiple access signals based on improved quantum-inspired evolutionary algorithm and receding horizon optimization. Concurr. Comput. Pract. Exp. 34 (12) (2022)
Qi Deng, Dirk Söffker
A Review of HMM-Based Approaches of Driving Behaviors Recognition and Prediction. IEEE Trans. Intell. Veh. 7 (1) (2022)
Siya Yao, Yu Zhao, Qi Deng, Jun Ma, Qi Kang
Multi-objective Neural Architecture Adaptation in Transfer Learning. ICNSC (2022)
Colin Conrad, Qi Deng, Isabelle Caron, Oksana Shkurska, Paulette Skerrett, Binod Sundararajan
How student perceptions about online learning difficulty influenced their satisfaction during Canada's Covid-19 response. Br. J. Educ. Technol. 53 (3) (2022)
Qi Deng, Ting Guo, Zhipeng Qiu, Libin Rong
Modeling the Effect of Reactive Oxygen Species and CTL Immune Response on HIV Dynamics. Int. J. Bifurc. Chaos 31 (13) (2021)
Ran Ju, Huangrui Chu, Yechen Wang, Qi Deng, Ming Cheng, Ming Li
A Multimodal Dynamic Neural Network for Call for Help Recognition in Elevators. ICMI Companion (2021)
Huangrui Chu, Yechen Wang, Ran Ju, Yan Jia, Haoxu Wang, Ming Li, Qi Deng
Call For Help Detection In Emergent Situations Using Keyword Spotting And Paralinguistic Analysis. ICMI Companion (2021)
Qi Deng, Hao Sun, Fupeng Chen, Yuhao Shu, Hui Wang, Yajun Ha
An Optimized FPGA-Based Real-Time NDT for 3D-LiDAR Localization in Smart Vehicles. IEEE Trans. Circuits Syst. II Express Briefs 68 (9) (2021)
Jing An, Luyuan Xu, Zheng Fan, Kefan Wang, Qi Deng, Qi Kang
PSO-based optimal online operation strategy for multiple chillers energy conservation. Int. J. Bio Inspired Comput. 18 (4) (2021)
Xinmeng Chen, Xuchen Gong, Ming Cheng, Qi Deng, Ming Li
Cross-modal Assisted Training for Abnormal Event Recognition in Elevators. ICMI (2021)
Qi Deng, Wenzhi Gao
Minibatch and Momentum Model-based Methods for Stochastic Non-smooth Non-convex Optimization. CoRR (2021)
Qi Deng, Wenzhi Gao
Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization. NeurIPS (2021)
Qi Deng, Michael J. Hine, Shaobo Ji, Yun Wang
Understanding consumer engagement with brand posts on social media: The effects of post linguistic styles. Electron. Commer. Res. Appl. 48 (2021)
Qi Deng, Jiao Wang, Kevin Hillebrand, Christoper Ragenold Benjamin, Dirk Söffker
Prediction Performance of Lane Changing Behaviors: A Study of Combining Environmental and Eye-Tracking Data in a Driving Simulator. IEEE Trans. Intell. Transp. Syst. 21 (8) (2020)
Qi Deng, Maryam Saleh, Foghor Tanshi, Dirk Söffker
Online intention recognition applied to real simulated driving maneuvers. CogSIMA (2020)
Qi Deng, Michael J. Hine, Shaobo Ji, Yun Wang
Investigating the Impacts of Brand Social Media Posts' Linguistic Styles on Consumer Engagement. HICSS (2020)
Digvijay Boob, Qi Deng, Guanghui Lan, Yilin Wang
A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization. NeurIPS (2020)
Hao Sun, Xinzhe Liu, Qi Deng, Weixiong Jiang, Shaobo Luo, Yajun Ha
Efficient FPGA Implementation of K-Nearest-Neighbor Search Algorithm for 3D LIDAR Localization and Mapping in Smart Vehicles. IEEE Trans. Circuits Syst. II Express Briefs (9) (2020)
Xiong Wang, Qi Deng, Jing Ren, Mehdi Malboubi, Sheng Wang, Shizhong Xu, Chen-Nee Chuah
The Joint Optimization of Online Traffic Matrix Measurement and Traffic Engineering For Software-Defined Networks. IEEE/ACM Trans. Netw. 28 (1) (2020)
Juan Zou, Qi Deng, Jinhua Zheng, Shengxiang Yang
A close neighbor mobility method using particle swarm optimizer for solving multimodal optimization problems. Inf. Sci. 519 (2020)
Qi Deng, Michael J. Hine, Shaobo Ji, Yun Wang
Consumer Engagement with Brand Posts on Social Media: Current State and Research Agenda. HICSS (2020)
Qi Deng, Chenghao Lan
Efficiency of Coordinate Descent Methods for Structured Nonconvex Optimization. ECML/PKDD (3) (2020)
Digvijay Boob, Qi Deng, Guanghui Lan, Yilin Wang
A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization. CoRR (2020)
Qi Deng
Artificial Intelligence BlockCloud (AIBC) Technical Whitepaper. CoRR (2019)
Yun Wang, Michel Rod, Shaobo Ji, Qi Deng
Applying Bourdieu's Practice Theory to Social Commerce: toward a Dynamic Process-Oriented Research Framework. CONF-IRM (2019)
Qi Deng, Dirk Söffker
Classifying Human Behaviors: Improving Training of Conventional Algorithms. ITSC (2019)
Qi Deng, Dirk Söffker
Modeling and Prediction of Human Behaviors based on Driving Data using Multi-Layer HMMs. ITSC (2019)
Qi Deng, Chenghao Lan
Efficiency of Coordinate Descent Methods For Structured Nonconvex Optimization. CoRR (2019)
Digvijay Boob, Qi Deng, Guanghui Lan
Proximal Point Methods for Optimization with Nonconvex Functional Constraints. CoRR (2019)
Qi Deng, Bradley Allard, Patrick Lo, Dickson K. W. Chiu, Eric Wing Kuen See-To, Alex Z. R. Bao
The role of the library café as a learning space: A comparative analysis of three universities. J. Libr. Inf. Sci. 51 (3) (2019)
Qi Deng, Shaobo Ji
A Review of Design Science Research in Information Systems: Concept, Process, Outcome, and Evaluation. Pac. Asia J. Assoc. Inf. Syst. 10 (1) (2018)
Xiaofeng Zhao, Chenchen Jin, Qi Deng, Meiwei Lv, Dianzhong Wen
Fabrication Technology and Characteristics Research of a Monolithically-Integrated 2D Magnetic Field Sensor Based on Silicon Magnetic Sensitive Transistors. Sensors 18 (8) (2018)
Qi Deng, Dirk Söffker
Improved Driving Behaviors Prediction Based on Fuzzy Logic-Hidden Markov Model (FL-HMM). Intelligent Vehicles Symposium (2018)
Qi Deng, Yi Cheng, Guanghui Lan
Optimal Adaptive and Accelerated Stochastic Gradient Descent. CoRR (2018)
Qi Deng, Jiao Wang, Dirk Söffker
Prediction of human driver behaviors based on an improved HMM approach. Intelligent Vehicles Symposium (2018)
Ning Wang, Qi Deng, Yongpeng Weng
Nonlinear Disturbance Observer Based Adaptive Integral Sliding Mode Tracking Control of a Quadrotor. ISNN (2018)
Zhiyong Chang, Zezhong C. Chen, Rong Mo, Dinghua Zhang, Qi Deng
An accurate and efficient approach to geometric modeling of undeformed chips in five-axis CNC milling. Comput. Aided Des. 88 (2017)
Qi Deng, Yun Wang, Shaobo Ji
Design Science Research in Information Systems: A Systematic Literature Review 2001-2015. CONF-IRM (2017)
Qi Deng, Shaobo Ji, Yun Wang
Green IT practice disclosure: An examination of corporate sustainability reporting in IT sector. J. Inf. Commun. Ethics Soc. 15 (2) (2017)
Yun Wang, Qi Deng, Shaobo Ji
Applying Third Place Theory in Mobile Social Media Research: The Physical-Virtual Integration. CONF-IRM (2017)
Qi Deng, Mike Hine, Shaobo Ji, Sujit Sur
Building an Environmental Sustainability Dictionary for the IT Industry. HICSS (2017)
Qi Deng, Shaobo Ji, Yun Wang
Green IT Practices across Industries: A Text-Mining based Analysis. AMCIS (2017)
Lin You, Yuna Wang, Yulei Chen, Qi Deng, Huanhuan Zhang
A Novel Key Sharing Fuzzy Vault Scheme. KSII Trans. Internet Inf. Syst. 10 (9) (2016)
Qi Deng, Yun Wang, Shaobo Ji
Why Organizations Adopt Green IT: A Comprehensive Review. CONF-IRM (2015)
Ayan Biswas, David S. Thompson, Wenbin He, Qi Deng, Chun-Ming Chen, Han-Wei Shen, Raghu Machiraju, Anand Rangarajan
An uncertainty-driven approach to vortex analysis using oracle consensus and spatial proximity. PacificVis (2015)
Qi Deng, Shaobo Ji, Yun Wang
Green IT Practice Disclosure: An Examination of Corporate Sustainability Report in IT Sector. ICIS (2015)
Qi Deng, Shaobo Ji
Organizational Green IT Adoption: Concept and Evidence. AMCIS (2015)
Yun Wang, Qi Deng, Shaobo Ji
A Review of Social Media Use in Enterprises. CONF-IRM (2015)
L. Zhang, Qi Deng, Raghu Machiraju, Anand Rangarajan, David S. Thompson, D. Keith Walters, Han-Wei Shen
Boosting Techniques for Physics-Based Vortex Detection. Comput. Graph. Forum 33 (1) (2014)
Shigang Wang, Enhui Yang, Xinhong Wang, Qi Deng, Qinghua Liang, Jinqiu Mo
Development of a Novel Live-Line Inspection Robot System for Post Insulators at 220-kV Substations. Adv. Robotics 24 (4) (2010)