2025
Boosting Fair Classifier Generalization through Adaptive Priority Reweighing.
ACM Trans. Knowl. Discov. Data, February, 2025
An Efficient Adaptive Compression Method for Human Perception and Machine Vision Tasks.
CoRR, January, 2025
DRL-Based Trajectory Optimization and Task Offloading in Hierarchical Aerial MEC.
IEEE Internet Things J., 2025
2024
A unified efficient deep image compression framework and its application on human-centric Task.
Multim. Tools Appl., September, 2024
An uncertainty quantification framework for agent-based modeling and simulation in networked anagram games.
J. Simulation, July, 2024
Equilibrium pricing of European crude oil options with stochastic behaviour and jump risks.
Math. Comput. Simul., 2024
Towards Point Cloud Compression for Machine Perception: A Simple and Strong Baseline by Learning the Octree Depth Level Predictor.
CoRR, 2024
Group-aware Parameter-efficient Updating for Content-Adaptive Neural Video Compression.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
2023
Uncertainty Visualization for Characterizing Heterogeneous Human Behaviors in discrete dynamical System Models.
Adv. Complex Syst., May, 2023
FVC: An End-to-End Framework Towards Deep Video Compression in Feature Space.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023
Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training.
CoRR, 2023
VideoControlNet: A Motion-Guided Video-to-Video Translation Framework by Using Diffusion Model with ControlNet.
CoRR, 2023
A Calibration Model For Bot-Like Behaviors In Agent-Based Anagram Game Simulation.
Proceedings of the Winter Simulation Conference, 2023
ICMH-Net: Neural Image Compression Towards both Machine Vision and Human Vision.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Adaptive Priority Reweighing for Generalizing Fairness Improvement.
Proceedings of the International Joint Conference on Neural Networks, 2023
PCHM-Net: A New Point Cloud Compression Framework for Both Human Vision and Machine Vision.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Complexity-guided Slimmable Decoder for Efficient Deep Video Compression.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Learning Common Knowledge Networks Via Exponential Random Graph Models.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2023
2022
Secure User Authentication Leveraging Keystroke Dynamics via Wi-Fi Sensing.
IEEE Trans. Ind. Informatics, 2022
A framework for the comparison of agent-based models.
Auton. Agents Multi Agent Syst., 2022
A Bayesian Uncertainty Quantification Approach for Agent-Based Modeling of Networked Anagram Games.
Proceedings of the Winter Simulation Conference, 2022
Content Adaptive Latents and Decoder for Neural Image Compression.
Proceedings of the Computer Vision - ECCV 2022, 2022
Coarse-To-Fine Deep Video Coding with Hyperprior-Guided Mode Prediction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
LSVC: A Learning-based Stereo Video Compression Framework.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games.
Proceedings of the Complex Networks and Their Applications XI, 2022
2021
An Uncertainty Quantification Approach For Agent-Based Modeling Of Human Behavior In Networked Anagram Games.
Proceedings of the Winter Simulation Conference, 2021
StyleFormer: Real-time Arbitrary Style Transfer via Parametric Style Composition.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
FVC: A New Framework Towards Deep Video Compression in Feature Space.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Versatile Uncertainty Quantification of Contrastive Behaviors for Modeling Networked Anagram Games.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021
2020
Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework.
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Soc. Netw. Anal. Min., 2020
SAMOT: Switcher-Aware Multi-Object Tracking and Still Another MOT Measure.
CoRR, 2020
A Unified End-to-End Framework for Efficient Deep Image Compression.
CoRR, 2020
Improving Deep Video Compression by Resolution-Adaptive Flow Coding.
Proceedings of the Computer Vision - ECCV 2020, 2020
An Active Learning Method for the Comparison of Agent-based Models.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
2019
Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification.
CoRR, 2019
On the Modeling and Agent-Based Simulation of a Cooperative Group Anagram Game.
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Proceedings of the 2019 Winter Simulation Conference, 2019
Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games.
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Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019
2018
Pipelines and their Compositions for Modeling and Analysis of controlled Online Networked Social Science Experiments.
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Proceedings of the 2018 Winter Simulation Conference, 2018
Generative Modeling of Human Behavior and Social Interactions Using Abductive Analysis.
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Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018