Tian Gao

Nattaon Techasarntikul

Yuichi Ohsita

Hideyuki Shimonishi

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

Scaling Bioacoustic Signal Pre-training with Million Samples Via Mask-Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

IMOEG: IMO-ELM-GRNN-Based ADS-B Attack Detection and Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2025 3rd International Conference on Communication Networks and Machine Learning, 2025

Q-function Decomposition with Intervention Semantics for Factored Action Spaces.

[BibT_eX]

[DOI]

Songtao Lu

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

Integer Programming Based Methods and Heuristics for Causal Graph Learning.

[BibT_eX]

[DOI]

Sanjeeb Dash

Joao Goncalves

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

PRIME: Scaffolding Manipulation Tasks With Behavior Primitives for Data-Efficient Imitation Learning.

[BibT_eX]

[DOI]

IEEE Robotics Autom. Lett., October, 2024

X-CTCANet: 3D spinal CT reconstruction directly from 2D X-ray images.

[BibT_eX]

[DOI]

Signal Image Video Process., September, 2024

Lightweight facial landmark detection network based on improved MobileViT.

[BibT_eX]

[DOI]

Signal Image Video Process., June, 2024

Vision-based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures.

[BibT_eX]

[DOI]

Comput. Aided Civ. Infrastructure Eng., June, 2024

Paroxysmal impulse vibration analysis of an aero-engine dual-rotor system with a defective inner ring for the inter-shaft bearing.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., April, 2024

Supporting Guided Exploratory Visual Analysis on Time Series Data with Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., January, 2024

Route planning model based on multidimensional eigenvector processing in vehicular fog computing.

[BibT_eX]

[DOI]

Yakun Gao

Keren Ji

Comput. Commun., January, 2024

SEPDB: a database of secreted proteins.

[BibT_eX]

[DOI]

Database J. Biol. Databases Curation, January, 2024

Policy Agnostic RL: Offline RL and Online RL Fine-Tuning of Any Class and Backbone.

[BibT_eX]

[DOI]

Max Sobol Mark

Georgia Gabriela Sampaio

CoRR, 2024

Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-Attention.

[BibT_eX]

[DOI]

CoRR, 2024

LabSafety Bench: Benchmarking LLMs on Safety Issues in Scientific Labs.

[BibT_eX]

[DOI]

CoRR, 2024

Disentangled Representation Learning for Parametric Partial Differential Equations.

[BibT_eX]

[DOI]

CoRR, 2024

Self-Supervised Contrastive Pre-Training for Multivariate Point Processes.

[BibT_eX]

[DOI]

CoRR, 2024

BEV-CLIP: Multi-modal BEV Retrieval Methodology for Complex Scene in Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2024

Probabilistic movement primitives based multi-task learning framework.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2024

A Novel Deep Learning Approach for Precise Myocardial Segmentation Using Attention Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2024

Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

MFDR: Multiple-stage Fusion and Dynamically Refined Network for Multimodal Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Leveraging Deep Learning and Multimodal Signals from Social Media to Enhance Credit Risk Prediction.

[BibT_eX]

[DOI]

Raymond Y. K. Lau

Proceedings of the IEEE International Conference on Signal Processing, 2024

Self-Supervised Learning-Based General Fine-tuning Framework For Audio Classification and Event Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Voice-to-Face Generation: Couple of Self-Supervised Representation Learning with Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Mass Block Dragging Based Start Control Strategy for Synchronous Generator/Motor of Gravity Energy Storage System (GESS).

[BibT_eX]

[DOI]

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2024

Theory-guided Message Passing Neural Network for Probabilistic Inference.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

Effective Causal Discovery under Identifiable Heteroscedastic Noise Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

CHRONOS: A Schema-Based Event Understanding and Prediction System.

[BibT_eX]

[DOI]

Radu Florian

Salim Roukos

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

UAV-WPT System Based on Novel Magnetic Structure and Model Predictive Control.

[BibT_eX]

[DOI]

Sensors, August, 2023

Covert UAV Communication by Exploiting Imperfect Cancellation Under Channel Uncertainty.

[BibT_eX]

[DOI]

Zhao Chen

Liuguo Yin

Mob. Networks Appl., August, 2023

A multiple classifiers time-serial ensemble pruning algorithm based on the mechanism of forward supplement.

[BibT_eX]

[DOI]

Appl. Intell., March, 2023

Breaking the Fourth Wall of Data Stories through Interaction.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2023

APDP: Attribute-Based Personalized Differential Privacy Data Publishing Scheme for Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2023

Effects of User Proximity on Total Radiated Power and Total Isotropic Sensitivity Measurements in Reverberation Chambers.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2023

Understanding Design Collaboration Between Designers and Artificial Intelligence: A Systematic Literature Review.

[BibT_eX]

[DOI]

Proc. ACM Hum. Comput. Interact., 2023

Causal Discovery under Identifiable Heteroscedastic Noise Model.

[BibT_eX]

[DOI]

CoRR, 2023

BPT: Binary Point Cloud Transformer for Place Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

MetaNO: How to Transfer Your Knowledge on Learning Hidden Physics.

[BibT_eX]

[DOI]

CoRR, 2023

Research on Electric Vehicle Charging Safety Warning Based on A-LSTM Algorithm.

[BibT_eX]

[DOI]

IEEE Access, 2023

Pairwise Causality Guided Transformers for Event Sequences.

[BibT_eX]

[DOI]

Oktie Hassanzadeh

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Approximate Inference in Logical Credal Networks.

[BibT_eX]

[DOI]

Radu Marinescu

Haifeng Qian

Alexander G. Gray

Francisco Barahona

Ryan Riegel

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Probabilistic Attention-to-Influence Neural Models for Event Sequences.

[BibT_eX]

[DOI]

Oktie Hassanzadeh

Proceedings of the International Conference on Machine Learning, 2023

Covert Communication Under Public Satellite Signals: System Modeling and Performance Analysis with Finite-Length Coding.

[BibT_eX]

[DOI]

Zhao Chen

Liuguo Yin

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Meta-Dag: Meta Causal Discovery Via Bilevel Optimization.

[BibT_eX]

[DOI]

Songtao Lu

Proceedings of the IEEE International Conference on Acoustics, 2023

Fast and accurate object recognition based on tactile data by using Dendrite Net.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

An Actor-centric Causality Graph for Asynchronous Temporal Inference in Group Activity.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Biomechanics-Guided Facial Action Unit Detection Through Force Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Influence-Aware Attention for Multivariate Temporal Point Processes.

[BibT_eX]

[DOI]

Proceedings of the Conference on Causal Learning and Reasoning, 2023

Concurrent Multi-Label Prediction in Event Streams.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

New Unequal Error Protection Strategy for Image Transmission Based on Bilayer-Lengthened PLDPC Code in Half-Duplex Relay System.

[BibT_eX]

[DOI]

Symmetry, 2022

State of Charge Estimation of Li-Ion Battery Based on Adaptive Sliding Mode Observer.

[BibT_eX]

[DOI]

Sensors, 2022

Individual Tree Segmentation and Tree Height Estimation Using Leaf-Off and Leaf-On UAV-LiDAR Data in Dense Deciduous Forests.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Nonlocal kernel network (NKN): A stable and resolution-independent deep neural network.

[BibT_eX]

[DOI]

J. Comput. Phys., 2022

Infrastructure for Rapid Open Knowledge Network Development.

[BibT_eX]

[DOI]

AI Mag., 2022

Real-Time Energy Management Strategy for Parking Lot Considering Maximum Penetration of Electric Vehicles.

[BibT_eX]

[DOI]

IEEE Access, 2022

Linearizing contextual bandits with latent state dynamics.

[BibT_eX]

[DOI]

Elliot Nelson

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Variational message passing neural network for Maximum-A-Posteriori (MAP) inference.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Logical Credal Networks.

[BibT_eX]

[DOI]

Radu Marinescu

Haifeng Qian

Alexander G. Gray

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Masked Modeling-based Audio Representation for ACM Multimedia 2022 Computational Paralinguistics ChallengE.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Acoustic Feature Shuffling Network for Text-independent Speaker Verification.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

The Influence of Disease Avoidance Motive on the Economic Behavior Ethics under the Impact of Pandemic: A Moderated Mediation Model.

[BibT_eX]

[DOI]

Yanmei Li

Proceedings of the 5th International Conference on Information Management and Management Science, 2022

Phasic Self-Imitative Reduction for Sparse-Reward Goal-Conditioned Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

IDYNO: Learning Nonparametric DAGs from Interventional Dynamic Data.

[BibT_eX]

[DOI]

Elliot Nelson

Miao Liu

Yue Yu

Proceedings of the International Conference on Machine Learning, 2022

Research on product sales forecasting based on multi-value chain collaborative data management system in manufacturing industry.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on e-Business Engineering, 2022

Reconstructing Negative Survey with Least Squares Criterion.

[BibT_eX]

[DOI]

Ran Liu

Mingqiang Guo

Proceedings of the 4th International Conference on Data Intelligence and Security, 2022

Research on Collaborative Governance of Data Security in the Whole Life Cycle of Electric Power Manufacturing Data Space.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

Learning and Retrieval from Prior Data for Skill-based Imitation Learning.

[BibT_eX]

[DOI]

Proceedings of the Conference on Robot Learning, 2022

Process Independence Testing in Proximal Graphical Event Models.

[BibT_eX]

[DOI]

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

Building a Shared Conceptual Model of Complex, Heterogeneous Data Systems: A Demonstration.

[BibT_eX]

[DOI]

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

On the Impact of Digital Back Propagation Nonlinearity Compensation in Non-Repeatered Transmission WDM Systems.

[BibT_eX]

[DOI]

Xin Zhang

Cuiyun Du

Proceedings of the 15th International Congress on Image and Signal Processing, 2022

2021

A High-Dimensional Video Sequence Completion Method with Traffic Data Completion Generative Adversarial Networks.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2021

Non-line-of-Sight Imaging via Neural Transient Fields.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

A new context-aware approach for automatic Chinese poetry generation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Onsite Non-Line-of-Sight Imaging via Online Calibrations.

[BibT_eX]

[DOI]

CoRR, 2021

A Variational Bayes Based State-of-Charge Estimation for Lithium-Ion Batteries Without Sensing Current.

[BibT_eX]

[DOI]

Jing Hou

Yan Yang

IEEE Access, 2021

Causal Inference for Event Pairs in Multivariate Point Processes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Construction Company Competitiveness Research on Informationization Policies.

[BibT_eX]

[DOI]

Xinli Zhang

Wentao He

Proceedings of the IMMS 2021: 4th International Conference on Information Management and Management Science, Chengdu, China, August 27, 2021

DAGs with No Curl: An Efficient DAG Structure Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Integer Programming for Causal Structure Learning in the Presence of Latent Variables.

[BibT_eX]

[DOI]

Rui Chen

Sanjeeb Dash

Proceedings of the 38th International Conference on Machine Learning, 2021

Voice spoofing detection with raw waveform based on Dual Path Res2net.

[BibT_eX]

[DOI]

Proceedings of the ICCSE '21: 5th International Conference on Crowd Science and Engineering, Jinan, China, October 16, 2021

Probabilistic framework for modeling event shocks to financial time series.

[BibT_eX]

[DOI]

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021

Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Research on dual time scale model of DC/DC chopper converter.

[BibT_eX]

[DOI]

Proceedings of the EITCE 2021: 5th International Conference on Electronic Information Technology and Computer Engineering, Xiamen, China, October 22, 2021

Optimal control strategy of three level STATCOM in weak power grid.

[BibT_eX]

[DOI]

Proceedings of the EITCE 2021: 5th International Conference on Electronic Information Technology and Computer Engineering, Xiamen, China, October 22, 2021

A Learning and Practicing System to Support Effective Poetry Generation Based on Neural Network.

[BibT_eX]

[DOI]

Proceedings of the BIC 2021: International Conference on Bioinformatics and Intelligent Computing, 2021

Match2: hybrid self-organizing map and deep learning strategies for treatment effect estimation.

[BibT_eX]

[DOI]

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

iELAS: An ELAS-Based Energy-Efficient Accelerator for Real-Time Stereo Matching on FPGA Platform.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2021

Type-augmented Relation Prediction in Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Ordinal Historical Dependence in Graphical Event Models with Tree Representations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Bidirectional Attention for Text-Dependent Speaker Verification.

[BibT_eX]

[DOI]

Sensors, 2020

"And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

A New Automatic Chinese Poetry Generation Model Based On Neural Network.

[BibT_eX]

[DOI]

Pengcheng Xiong

Jialie Shen

Proceedings of the 2020 IEEE World Congress on Services, 2020

Hawkesian Graphical Event Models.

[BibT_eX]

[DOI]

Xiufan Yu

Lingzhou Xue

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks.

[BibT_eX]

[DOI]

Dennis Wei

Yue Yu

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

State Variable Effects in Graphical Event Models.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Order-Dependent Event Models for Agent Interactions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Cause-Effect Association between Event Pairs in Event Datasets.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Characterization of Overlap in Observational Studies.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

A Multi-Channel Neural Graphical Event Model with Negative Evidence.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Event-Driven Continuous Time Bayesian Networks.

[BibT_eX]

[DOI]

Kush R. Varshney

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Variational Bayesian Based Adaptive Shifted Rayleigh Filter for Bearings-Only Tracking in Clutters.

[BibT_eX]

[DOI]

Jing Hou

Yan Yang

Sensors, 2019

Learning Human Cognition via fMRI Analysis Using 3D CNN and Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019

DAG-GNN: DAG Structure Learning with Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Generalized Linear Rule Models.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

PEARL: Prototype Learning via Rule Learning.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Do Multi-hop Readers Dream of Reasoning Chains?

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

A Sequential Set Generation Method for Predicting Set-Valued Outputs.

[BibT_eX]

[DOI]

Jie Chen

Vijil Chenthamarakshan

Michael Witbrock

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Proximal Graphical Event Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Parallel Bayesian Network Structure Learning.

[BibT_eX]

[DOI]

Dennis Wei

Proceedings of the 35th International Conference on Machine Learning, 2018

Identifying the Discourse Function of News Article Paragraphs.

[BibT_eX]

[DOI]

Proceedings of the Workshop Events and Stories in the News, 2018

2017

e-QRAQ: A Multi-turn Reasoning Dataset and Simulator with Explanations.

[BibT_eX]

[DOI]

Clemens Rosenbaum

Tim Klinger

CoRR, 2017

Local-to-Global Bayesian Network Structure Learning.

[BibT_eX]

[DOI]

Kshitij P. Fadnis

Murray Campbell

Proceedings of the 34th International Conference on Machine Learning, 2017

A fast nonlinear placement algorithm to improve agricultural mechanization.

[BibT_eX]

[DOI]

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

Routability-driven legalization algorithm with minimum total movement for supporting agricultural machinery design.

[BibT_eX]

[DOI]

Proceedings of the 2017 6th International Conference on Agro-Geoinformatics, 2017

2016

Comparison of Tree Species Classifications at the Individual Tree Level by Combining ALS Data and RGB Images Using Different Algorithms.

[BibT_eX]

[DOI]

Remote. Sens., 2016

Timber production assessment of a plantation forest: An integrated framework with field-based inventory, multi-source remote sensing data and forest management history.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2016

Constrained Local Latent Variable Discovery.

[BibT_eX]

[DOI]

Qiang Ji

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

An information theoretic feature selection framework based on integer programming.

[BibT_eX]

[DOI]

Siqi Nie

Qiang Ji

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Hybrid Markov Blanket discovery.

[BibT_eX]

[DOI]