2025
Optimal Sensor Placement in Power Transformers Using Physics-Informed Neural Networks.
CoRR, February, 2025
MILP initialization for solving parabolic PDEs with PINNs.
CoRR, January, 2025
TimelineKGQA: A Comprehensive Question-Answer Pair Generator for Temporal Knowledge Graphs.
CoRR, January, 2025
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Towards Foundation Models for Mixed Integer Linear Programming.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
Integrated Analysis of Coarse-Grained Guidance for Traffic Flow Stability.
IEEE Trans. Control. Netw. Syst., September, 2024
Hybrid System Stability Analysis of Multilane Mixed-Autonomy Traffic.
IEEE Trans. Robotics, 2024
Exploring the influence of technology regulatory policy instruments on public acceptance of algorithm recommender systems.
Gov. Inf. Q., 2024
Nature-inspired dynamic control for pursuit-evasion of robots.
CoRR, 2024
OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational Agents.
CoRR, 2024
Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models.
CoRR, 2024
Joint Optimization of Transit Signal Priority and Safety-Critical Longitudinal Control of Connected Autonomous Vehicles.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Non-Euclidean Spatial Graph Neural Network.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Model-Based Transfer Learning for Contextual Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Source Localization for Cross Network Information Diffusion.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Saliency-Guided and Patch-Based Mixup for Long-Tailed Skin Cancer Image Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Conunetr: A Conditional Transformer Network for 3D Micro-Ct Embryonic Cartilage Segmentation.
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Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Shmc-Net: A Mask-Guided Feature Fusion Network for Sperm Head Morphology Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Text-Guided Foundation Model Adaptation for Long-Tailed Medical Image Classification.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Enhancing Question Answering through Effective Candidate Answer Selection and Mitigation of Incomplete Knowledge Graphs and over-smoothing in Graph Convolutional Networks.
Proceedings of the International Joint Conference on Neural Networks, 2024
Generalizing Cooperative Eco-driving via Multi-residual Task Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024
Retinal Image Registration with Haar-Optimized Local Binary Descriptors for Bifurcation Points.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024
Multi-Agent Reinforcement Learning for Assessing False-Data Injection Attacks on Transportation Networks.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
Fault Detection for Nonlinear Process Using Data-Based Dissipativity in a Lifted Space.
Proceedings of the 14th Asian Control Conference, 2024
2023
Drug-CoV: a drug-origin knowledge graph discovering drug repurposing targeting COVID-19.
Knowl. Inf. Syst., December, 2023
Can e-commerce platforms build the resilience of brick-and-mortar businesses to the COVID-19 shock? An empirical analysis in the Chinese retail industry.
Electron. Commer. Res., December, 2023
Area-Efficient Processing Elements-Based Adaptive Loop Filter Architecture With Optimized Memory for VVC.
IEEE Trans. Circuits Syst. II Express Briefs, November, 2023
Semantic Loop Closure Detection for Intelligent Vehicles Using Panoramas.
IEEE Trans. Intell. Veh., October, 2023
A novel model compression method based on joint distillation for deepfake video detection.
J. King Saud Univ. Comput. Inf. Sci., October, 2023
Cooperation for Scalable Supervision of Autonomy in Mixed Traffic.
IEEE Trans. Robotics, August, 2023
Frame Hydrodynamics of Biaxial Nematics from Molecular-Theory-Based Tensor Models.
SIAM J. Appl. Math., August, 2023
<i>AR</i><sup>2</sup><i>PNET</i>: an adversarially robust re-weighting prototypical network for few-shot learning.
Int. J. Embed. Syst., 2023
Hierarchical Multi-Agent Reinforcement Learning for Assessing False-Data Injection Attacks on Transportation Networks.
CoRR, 2023
Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy.
CoRR, 2023
Hybrid System Stability Analysis of Multi-Lane Mixed-Autonomy Traffic.
CoRR, 2023
Large Language Models for Failure Mode Classification: An Investigation.
CoRR, 2023
Integrated Analysis of Human-compatible Control for Traffic Flow Stability.
CoRR, 2023
Learning to Configure Separators in Branch-and-Cut.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
MEDKD: Enhancing Medical Image Classification with Multiple Expert Decoupled Knowledge Distillation for Long-Tail Data.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
CCMix: Curriculum of Class-Wise Mixup for Long-Tailed Medical Image Classification.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Stabilization Guarantees of Human-Compatible Control via Lyapunov Analysis.
Proceedings of the European Control Conference, 2023
2022
Efficient trajectory compression and range query processing.
World Wide Web, 2022
An efficient secure data transmission and node authentication scheme for wireless sensing networks.
J. Syst. Archit., 2022
Combine Data Collecting and Task Computing: Progressive Computing in Internet of Things.
IEEE Internet Things J., 2022
Look Closer to Your Enemy: Learning to Attack via Teacher-student Mimicking.
CoRR, 2022
Training Neural Networks by Time-Fractional Gradient Descent.
Axioms, 2022
A Molecular-Based Q-Tensor Hydrodynamic Theory of Smectic Liquid Crystals.
Axioms, 2022
CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
Analyzing speaker information in self-supervised models to improve unsupervised speech recognition.
Proceedings of the 2022 6th International Conference on Electronic Information Technology and Computer Engineering, 2022
CASIA@SMM4H'22: A Uniform Health Information Mining System for Multilingual Social Media Texts.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022
2021
Structure-Level 3D Building Model Encoding Method for Progressive Transmission.
ISPRS Int. J. Geo Inf., 2021
Learning to delegate for large-scale vehicle routing.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Improving Question Answering over Knowledge Graphs Using Graph Summarization.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
ROPW: An Online Trajectory Compression Algorithm.
Proceedings of the Database Systems for Advanced Applications. DASFAA 2021 International Workshops, 2021
2020
Rigorous Justification of the Uniaxial Limit from the Qian-Sheng Inertial Q-Tensor Theory to the Ericksen-Leslie Theory.
SIAM J. Math. Anal., 2020
Conditional Linear Regression.
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
The Congressional Classification Challenge: Domain Specificity and Partisan Intensity.
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019
2018
Improving API Caveats Accessibility by Mining API Caveats Knowledge Graph.
Proceedings of the 2018 IEEE International Conference on Software Maintenance and Evolution, 2018
2015
Communication in Human-Agent Teams for Tasks with Joint Action.
Proceedings of the Coordination, Organizations, Institutions, and Normes in Agent Systems XI, 2015
2013
Attentive gestural user interface for touch screens.
PhD thesis, 2013