Qi Deng

Orcid: 0009-0002-1790-2310

According to our database1, Qi Deng authored at least 100 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
eCIMC: A603.1-TOPS/W eDRAM-Based Cryogenic In-Memory Computing Accelerator Supporting Boolean/Convolutional Operations.
IEEE J. Solid State Circuits, November, 2024

A Dynamic-Niching-Based Pareto Domination for Multimodal Multiobjective Optimization.
IEEE Trans. Evol. Comput., October, 2024

Multilayer Fused Correntropy Reprsenstation for Fault Diagnosis of Mechanical Equipment.
Sensors, September, 2024

Weak relationship indicator-based evolutionary algorithm for multimodal multi-objective optimization.
Inf. Sci., January, 2024

Context-Aware Meta-RL With Two-Stage Constrained Adaptation for Urban Driving.
IEEE Trans. Veh. Technol., 2024

A similarity-detection-based evolutionary algorithm for large-scale multimodal multi-objective optimization.
Swarm Evol. Comput., 2024

A genetic optimisation model for energy conservation of circulating water pump station with variable speed pumps.
Int. J. Bio Inspired Comput., 2024

First Place Solution to the ECCV 2024 ROAD++ Challenge @ ROAD++ Spatiotemporal Agent Detection 2024.
CoRR, 2024

A grid self-adaptive exploration-based algorithm for multimodal multiobjective optimization.
Appl. Soft Comput., 2024

A knowledge-guided regional division based evolutionary algorithm for multi-modal multi-objective optimization.
Appl. Soft Comput., 2024

A Pseudo-Hierarchical Planning Framework with Dynamic-Aware Reinforcement Learning for Autonomous Driving.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024

Hierarchical Fusion Framework for Multimodal Dialogue Response Generation.
Proceedings of the International Joint Conference on Neural Networks, 2024

A Survey on Rank Aggregation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Stochastic Weakly Convex Optimization beyond Lipschitz Continuity.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Differential Evolution based on Local Grid Search for Multimodal Multiobjective Optimization with Local Pareto Fronts.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Solving the Food-Energy-Water Nexus Problem via Intelligent Optimization Algorithms.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024

Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Sketched Newton Value Iteration for Large-Scale Markov Decision Processes.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A novel methodology for evaluation of S2 wide split via estimated parameters.
Comput. Methods Programs Biomed., December, 2023

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., October, 2023

Parked vehicles crowdsourcing for task offloading in vehicular edge computing.
Peer Peer Netw. Appl., August, 2023

A Line Complex-Based Evolutionary Algorithm for Many-Objective Optimization.
IEEE CAA J. Autom. Sinica, May, 2023

Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization.
IEEE Trans. Evol. Comput., April, 2023

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., January, 2023

Stochastic first-order methods for convex and nonconvex functional constrained optimization.
Math. Program., January, 2023

Mobile Curated News Readers' Intention to Read Full-length Articles: Focusing on Heuristic and Systematic Factors.
Pac. Asia J. Assoc. Inf. Syst., 2023

Cryogenic quasi-static embedded DRAM for energy-efficient compute-in-memory applications.
CoRR, 2023

GBM-based Bregman Proximal Algorithms for Constrained Learning.
CoRR, 2023

A Homogenization Approach for Gradient-Dominated Stochastic Optimization.
CoRR, 2023

First-order methods for Stochastic Variational Inequality problems with Function Constraints.
CoRR, 2023

Delayed Stochastic Algorithms for Distributed Weakly Convex Optimization.
CoRR, 2023

Stochastic Dimension-reduced Second-order Methods for Policy Optimization.
CoRR, 2023

Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploring Motion Cues for Video Test-Time Adaptation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

RPS-KNN: An Ultra-Fast FPGA Accelerator of Range-Projection-Structure K-Nearest-Neighbor Search for LiDAR Odometry in Smart Vehicles.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

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.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Context - Enhanced Meta-Reinforcement Learning with Data-Reused Adaptation for Urban Autonomous Driving.
Proceedings of the International Joint Conference on Neural Networks, 2023

Enhancing Network by Reinforcement Learning and Neural Confined Local Search.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

End-to-End Urban Autonomous Navigation with Decision Hindsight.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

A General Easy and Similar Task-aided Evolutionary Optimization Framework for Expensive Problems.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2023

NORB: A Stream-Based and Non-Blocking FPGA Accelerator for ORB Feature Extraction.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

An Energy-efficient and Fast KNN Search Accelerator for Large Scale Point Cloud Map.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

CIMC: A 603TOPS/W In-Memory-Computing C3T Macro with Boolean/Convolutional Operation for Cryogenic Computing.
Proceedings of the IEEE Custom Integrated Circuits Conference, 2023

2022
A Review of HMM-Based Approaches of Driving Behaviors Recognition and Prediction.
IEEE Trans. Intell. Veh., 2022

A Preliminary Study on Realizing Human-Robot Mental Comforting Dialogue via Sharing Experience Emotionally.
Sensors, 2022

A configurational analysis of cross-channel integration.
Ind. Manag. Data Syst., 2022

Efficient First-order Methods for Convex Optimization with Strongly Convex Function Constraints.
CoRR, 2022

Blind separation of noncooperative paired carrier multiple access signals based on improved quantum-inspired evolutionary algorithm and receding horizon optimization.
Concurr. Comput. Pract. Exp., 2022

How student perceptions about online learning difficulty influenced their satisfaction during Canada's Covid-19 response.
Br. J. Educ. Technol., 2022

Evaluating Machine Learning-Based Classification Approaches: A New Method for Comparing Classifiers Applied to Human Driver Prediction Intentions.
IEEE Access, 2022

Multi-objective Neural Architecture Adaptation in Transfer Learning.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022

A Stochastic Programming Model for Emergency Supplies Distribution Considering Facility Disruption.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022

Causal Discovery for Feature Selection in Physical Process-Based Hydrological Systems.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Improved machine learning approaches for individualized human assistance, supervision, and behavior prediction
PhD thesis, 2021

An Optimized FPGA-Based Real-Time NDT for 3D-LiDAR Localization in Smart Vehicles.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

PSO-based optimal online operation strategy for multiple chillers energy conservation.
Int. J. Bio Inspired Comput., 2021

Modeling the Effect of Reactive Oxygen Species and CTL Immune Response on HIV Dynamics.
Int. J. Bifurc. Chaos, 2021

Understanding consumer engagement with brand posts on social media: The effects of post linguistic styles.
Electron. Commer. Res. Appl., 2021

Minibatch and Momentum Model-based Methods for Stochastic Non-smooth Non-convex Optimization.
CoRR, 2021

Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Multimodal Dynamic Neural Network for Call for Help Recognition in Elevators.
Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

Call For Help Detection In Emergent Situations Using Keyword Spotting And Paralinguistic Analysis.
Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

Cross-modal Assisted Training for Abnormal Event Recognition in Elevators.
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

2020
The Joint Optimization of Online Traffic Matrix Measurement and Traffic Engineering For Software-Defined Networks.
IEEE/ACM Trans. Netw., 2020

Prediction Performance of Lane Changing Behaviors: A Study of Combining Environmental and Eye-Tracking Data in a Driving Simulator.
IEEE Trans. Intell. Transp. Syst., 2020

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, 2020

A close neighbor mobility method using particle swarm optimizer for solving multimodal optimization problems.
Inf. Sci., 2020

Efficiency of Coordinate Descent Methods for Structured Nonconvex Optimization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Consumer Engagement with Brand Posts on Social Media: Current State and Research Agenda.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Investigating the Impacts of Brand Social Media Posts' Linguistic Styles on Consumer Engagement.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Online intention recognition applied to real simulated driving maneuvers.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2020

2019
The role of the library café as a learning space: A comparative analysis of three universities.
J. Libr. Inf. Sci., 2019

Artificial Intelligence BlockCloud (AIBC) Technical Whitepaper.
CoRR, 2019

Proximal Point Methods for Optimization with Nonconvex Functional Constraints.
CoRR, 2019

Modeling and Prediction of Human Behaviors based on Driving Data using Multi-Layer HMMs.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Classifying Human Behaviors: Improving Training of Conventional Algorithms.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Applying Bourdieu's Practice Theory to Social Commerce: toward a Dynamic Process-Oriented Research Framework.
Proceedings of the 2019 International Conference on Information Resources Management, 2019

2018
Fabrication Technology and Characteristics Research of a Monolithically-Integrated 2D Magnetic Field Sensor Based on Silicon Magnetic Sensitive Transistors.
Sensors, 2018

A Review of Design Science Research in Information Systems: Concept, Process, Outcome, and Evaluation.
Pac. Asia J. Assoc. Inf. Syst., 2018

Optimal Adaptive and Accelerated Stochastic Gradient Descent.
CoRR, 2018

Prediction of human driver behaviors based on an improved HMM approach.
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Improved Driving Behaviors Prediction Based on Fuzzy Logic-Hidden Markov Model (FL-HMM).
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Nonlinear Disturbance Observer Based Adaptive Integral Sliding Mode Tracking Control of a Quadrotor.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018

2017
Green IT practice disclosure: An examination of corporate sustainability reporting in IT sector.
J. Inf. Commun. Ethics Soc., 2017

An accurate and efficient approach to geometric modeling of undeformed chips in five-axis CNC milling.
Comput. Aided Des., 2017

Building an Environmental Sustainability Dictionary for the IT Industry.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

Applying Third Place Theory in Mobile Social Media Research: The Physical-Virtual Integration.
Proceedings of the 2017 International Conference on Information Resources Management, 2017

Design Science Research in Information Systems: A Systematic Literature Review 2001-2015.
Proceedings of the 2017 International Conference on Information Resources Management, 2017

Green IT Practices across Industries: A Text-Mining based Analysis.
Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016
A Novel Key Sharing Fuzzy Vault Scheme.
KSII Trans. Internet Inf. Syst., 2016

2015
Green IT Practice Disclosure: An Examination of Corporate Sustainability Report in IT Sector.
Proceedings of the International Conference on Information Systems, 2015

A Review of Social Media Use in Enterprises.
Proceedings of the CONF-IRM 2015, 2015

Why Organizations Adopt Green IT: A Comprehensive Review.
Proceedings of the CONF-IRM 2015, 2015

An uncertainty-driven approach to vortex analysis using oracle consensus and spatial proximity.
Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015

Organizational Green IT Adoption: Concept and Evidence.
Proceedings of the 21st Americas Conference on Information Systems, 2015

2014
Boosting Techniques for Physics-Based Vortex Detection.
Comput. Graph. Forum, 2014

2010
Development of a Novel Live-Line Inspection Robot System for Post Insulators at 220-kV Substations.
Adv. Robotics, 2010


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