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Papers
CU at BEA 2025 Shared Task: A BERT-Based Cross-Attention Approach for Evaluating Pedagogical Responses in Dialogue
ACL 2025
Exploring One Million Machine Learning Pipelines: A Benchmarking Study
AutoML 2025
A Novel GAN Approach to Augment Limited Tabular Data for Short-Term Substance Use Prediction
IJCAI 2024
Center-Based Relaxed Learning Against Membership Inference Attacks
UAI 2024
EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost
IJCAI 2024
On Bias-Variance Alignment in Deep Models
ICLR 2024
TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases
NeurIPS 2024
Term-Driven Forward-Looking Claim Synthesis in Earnings Calls
COLING 2024
Acoustic-to-Articulatory Speech Inversion Features for Mispronunciation Detection of /ɹ/ in Child Speech Sound Disorders
Interspeech 2023
Closed Boundary Learning for Classification Tasks with the Universum Class
EMNLP 2023
It’s about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splits
EACL 2023
A Hybrid Model of Classification and Generation for Spatial Relation Extraction
COLING 2022
Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation
NeurIPS 2022
Do Charge Prediction Models Learn Legal Theory?
EMNLP 2022
Explainable and Local Correction of Classification Models Using Decision Trees
AAAI 2022
Improving the Accuracy of Learning Example Weights for Imbalance Classification
ICLR 2022
Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing
ICML 2022
Less Can Be More: Sound Source Localization With a Classification Model
WACV 2022
Towards Understanding the Robustness Against Evasion Attack on Categorical Data
ICLR 2022
Upright-Net: Learning Upright Orientation for 3D Point Cloud
CVPR 2022
Navigation Turing Test (NTT): Learning to Evaluate Human-Like Navigation
ICML 2021
Savable but Lost Lives when ICU Is Overloaded: a Model from 733 Patients in Epicenter Wuhan, China
AAAI 2021
Discourse Level Factors for Sentence Deletion in Text Simplification
AAAI 2020
Discovering Latent Class Labels for Multi-Label Learning
IJCAI 2020
Distance-Based Learning from Errors for Confidence Calibration
ICLR 2020