Anqi Liu

Chien-Ming Huang

Proc. ACM Hum. Comput. Interact., 2024

A Learnable Color Correction Matrix for RAW Reconstruction.

[BibT_eX]

[DOI]

Shiyi Mu

Shugong Xu

CoRR, 2024

Core: Robust Factual Precision Scoring with Informative Sub-Claim Identification.

[BibT_eX]

[DOI]

CoRR, 2024

SurgicAI: A Fine-grained Platform for Data Collection and Benchmarking in Surgical Policy Learning.

[BibT_eX]

[DOI]

CoRR, 2024

A Demographic-Conditioned Variational Autoencoder for fMRI Distribution Sampling and Removal of Confounds.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-scale variational autoencoder for imputation of missing values in untargeted metabolomics using whole-genome sequencing data.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2024

Clinical knowledge-guided deep reinforcement learning for sepsis antibiotic dosing recommendations.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2024

Conformal Validity Guarantees Exist for Any Data Distribution (and How to Find Them).

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts.

[BibT_eX]

[DOI]

Ha Manh Bui

Proceedings of the Forty-first International Conference on Machine Learning, 2024

ADOPD: A Large-Scale Document Page Decomposition Dataset.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Advancing Free-Breathing Cardiac Cine MRI: Retrospective Respiratory Motion Correction Via Kspace-and-Image Guided Diffusion Model.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts.

[BibT_eX]

[DOI]

Ha Manh Bui

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

Eighth Graders and a Math Intelligent Tutoring System: A Deep Neural Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2024

RORA: Robust Free-Text Rationale Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Social tie-driven coupling propagation of user awareness and information in Device-to-Device communications.

[BibT_eX]

[DOI]

Comput. Networks, December, 2023

Cross-resolution feature attention network for image super-resolution.

[BibT_eX]

[DOI]

Vis. Comput., September, 2023

Unsupervised registration for liver CT-MR images based on the multiscale integrated spatial-weight module and dual similarity guidance.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., September, 2023

Coarse-to-Fine Feedback Guidance Based Stereo Image Quality Assessment Considering Dominant Eye Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Multi-View Variational Autoencoder for Missing Value Imputation in Untargeted Metabolomics.

[BibT_eX]

[DOI]

CoRR, 2023

MegaWika: Millions of reports and their sources across 50 diverse languages.

[BibT_eX]

[DOI]

Jordan L. Boyd-Graber

Benjamin Van Durme

CoRR, 2023

CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data.

[BibT_eX]

[DOI]

CoRR, 2023

Density-Softmax: Scalable and Distance-Aware Uncertainty Estimation under Distribution Shifts.

[BibT_eX]

[DOI]

Ha Manh Bui

CoRR, 2023

ImageNomer: developing an fMRI and omics visualization tool to detect racial bias in functional connectivity.

[BibT_eX]

[DOI]

CoRR, 2023

Analysis of the Propagation Characteristics of Acoustic Waves From Leakages in Buried Gas Pipelines.

[BibT_eX]

[DOI]

IEEE Access, 2023

MACAIF: Machine Learning Auditing for Clinical AI Fairness.

[BibT_eX]

[DOI]

Proceedings of the First International Symposium on Trustworthy Autonomous Systems, 2023

Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach.

[BibT_eX]

[DOI]

Haoxuan Wang

Zhiding Yu

Yisong Yue

José Ignacio Segovia-Martín

Junchi Yan

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

Double-Weighting for Covariate Shift Adaptation.

[BibT_eX]

[DOI]

Santiago Mazuelas

Proceedings of the International Conference on Machine Learning, 2023

JAWS-X: Addressing Efficiency Bottlenecks of Conformal Prediction Under Standard and Feedback Covariate Shift.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

A Critical Analysis of Document Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Efficient Approximate Predictive Inference Under Feedback Covariate Shift with Influence Functions.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

Towards human-compatible autonomous car: A study of non-verbal Turing test in automated driving with affective transition modelling.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Distributionally Robust Policy Gradient for Offline Contextual Bandits.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Guiding Dialogue Agents to Complex Semantic Targets by Dynamically Completing Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

MTGP: Multi-turn Target-oriented Dialogue Guided by Generative Global Path with Flexible Turns.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Image super-resolution using progressive residual multi-dilated aggregation network.

[BibT_eX]

[DOI]

Signal Image Video Process., 2022

Stereo image quality assessment considering the difference of statistical feature in early visual pathway.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2022

Discovering Customer-Service Dialog System with Semi-Supervised Learning and Coarse-to-Fine Intent Detection.

[BibT_eX]

[DOI]

CoRR, 2022

Hip Fracture Prediction using the First Principal Component Derived from FEA-Computed Fracture Loads.

[BibT_eX]

[DOI]

CoRR, 2022

Repeated Environment Inference for Invariant Learning.

[BibT_eX]

[DOI]

Aayush Mishra

CoRR, 2022

JAWS: Predictive Inference Under Covariate Shift.

[BibT_eX]

[DOI]

CoRR, 2022

Search-driven virus spreading on Social Internet of Things: A dynamical perspective.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2022

JAWS: Auditing Predictive Uncertainty Under Covariate Shift.

[BibT_eX]

[DOI]

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

Ambiguous Images With Human Judgments for Robust Visual Event Classification.

[BibT_eX]

[DOI]

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

Calibrating Zero-shot Cross-lingual (Un-)structured Predictions.

[BibT_eX]

[DOI]

Zhengping Jiang

Benjamin Van Durme

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

A Multi-Gate Encoder for Joint Entity and Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Chinese Computational Linguistics - 21st China National Conference, 2022

Explicit Sparse Attention Network for Multimodal Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the Digital Economy, 2022

2021

Chance-Constrained Trajectory Optimization for Safe Exploration and Learning of Nonlinear Systems.

[BibT_eX]

[DOI]

Yashwanth Kumar Nakka

IEEE Robotics Autom. Lett., 2021

Quality assessment of screen content images based on multi-stage dictionary learning.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2021

Mapping the Accessibility of Medical Facilities of Wuhan during the COVID-19 Pandemic.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2021

Disentangling Observed Causal Effects from Latent Confounders using Method of Moments.

[BibT_eX]

[DOI]

Hao Liu

Tongxin Li

Saeed Karimi-Bidhendi

Yisong Yue

Anima Anandkumar

CoRR, 2021

Short Term Voltage Stability Assessment with Incomplete Data Based on Deep Reinforcement Learning in the Internet of Energy.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Dynamic Social Media Monitoring for Fast-Evolving Online Discussions.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Two-Way Guided Super-Resolution Reconstruction Network Based on Gradient Prior.

[BibT_eX]

[DOI]

Yanhong Liu

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Quality Assessment of Screen Content Images Based on Convolutional Neural Network with Dual Pathways.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

A Simplified System Model for Optical Camera Communication.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Image Super-Resolution Using Multi-Resolution Attention Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Active Learning under Label Shift.

[BibT_eX]

[DOI]

Eric Zhao

Yisong Yue

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Robust Fairness Under Covariate Shift.

[BibT_eX]

[DOI]

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

2020

An Evolutionary Computation-Based Method for Nondestructive Tensile Force Measurements in Two Materials Using Hysteresis Loop.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2020

Exploring the Dynamical Behavior of Information Diffusion in D2D Communication Environment.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2020

Data-Driven Temporal-Spatial Model for the Prediction of AQI in Nanjing.

[BibT_eX]

[DOI]

J. Artif. Intell. Soft Comput. Res., 2020

School Commuting Mode Shift: A Scenario Analysis for Active School Commuting Using GIS and Online Map API.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2020

The Flow of Information in Trading: An Entropy Approach to Market Regimes.

[BibT_eX]

[DOI]

Entropy, 2020

Distributionally Robust Learning for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2020

Robust Regression for Safe Exploration in Control.

[BibT_eX]

[DOI]

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Lightweight Image Super-Resolution Reconstruction With Hierarchical Feature-Driven Network.

[BibT_eX]

[DOI]

Wen Li

Proceedings of the IEEE International Conference on Image Processing, 2020

Multi-scale Attention Net for Retina Blood Vessel Segmentation.

[BibT_eX]

[DOI]

Proceedings of the CSAI 2020: 2020 4th International Conference on Computer Science and Artificial Intelligence, 2020

2019

Triply Robust Off-Policy Evaluation.

[BibT_eX]

[DOI]

CoRR, 2019

Finding Social Media Trolls: Dynamic Keyword Selection Methods for Rapidly-Evolving Online Debates.

[BibT_eX]

[DOI]

CoRR, 2019

Modeling and Interpreting Real-world Human Risk Decision Making with Inverse Reinforcement Learning.

[BibT_eX]

[DOI]

Quanying Liu

Haiyan Wu

CoRR, 2019

A Progressive Network Based on Residual Multi-scale Aggregation for Image Super-Resolution.

[BibT_eX]

[DOI]

Sheng Chen

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Active Learning for Probabilistic Structured Prediction of Cuts and Matchings.

[BibT_eX]

[DOI]

Sima Behpour

Brian D. Ziebart

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

Regularized Learning for Domain Adaptation under Label Shifts.

[BibT_eX]

[DOI]

Kamyar Azizzadenesheli

Fanny Yang

Proceedings of the 7th International Conference on Learning Representations, 2019

Fast and Lightweight Image Super-Resolution Based on Dense Residuals Two-Channel Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

An Agent-Based Approach to Interbank Market Lending Decisions and Risk Implications.

[BibT_eX]

[DOI]

Inf., 2018

Consistent Robust Adversarial Prediction for General Multiclass Classification.

[BibT_eX]

[DOI]

CoRR, 2018

Numerical simulation of gas-liquid two-phase flow in wellbore based on drift flux model.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2018

Modeling and Optimization of Image Mapper for Snapshot Image Mapping Spectrometer.

[BibT_eX]

[DOI]

IEEE Access, 2018

G-MACO: A Multi-Objective Route Planning Algorithm on Green Wave Effect for Electric Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

Real-Time Traffic Prediction: A Novel Imputation Optimization Algorithm with Missing Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

2017

Modelling and application for eclampsia with SimMom.

[BibT_eX]

[DOI]

Int. J. Simul. Process. Model., 2017

Genetic programming optimization for a sentiment feedback strength based trading strategy.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Stock portfolio selection using learning-to-rank algorithms with news sentiment.

[BibT_eX]

[DOI]

Qiang Song

Steve Y. Yang

Neurocomputing, 2017

Kernel Robust Bias-Aware Prediction under Covariate Shift.

[BibT_eX]

[DOI]

Rizal Fathony

Brian D. Ziebart

CoRR, 2017

Robust Covariate Shift Prediction with General Losses and Feature Views.

[BibT_eX]

[DOI]

Brian D. Ziebart

CoRR, 2017

2016

Opportunity cooperative embedded platform and control mechanism based on selectivity of time and frequency domain.

[BibT_eX]

[DOI]

EURASIP J. Embed. Syst., 2016

Etude acoustique et représentation phonologique sur /ÉË/ suffixe rhotique en mandarin (Acoustic study and phonological representation of the rhotic suffix /ÉË/ in mandarin).

[BibT_eX]

[DOI]