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Papers
Modulating Multi-Label Tendency in Zero-Shot LLM Coding: The Effect of Output Structure on CDSS Feedback Analysis
EACL 2026
Robust Causal Discovery Under Imperfect Structural Constraints
AAAI 2026
Are LLMs Truly Graph-Savvy? A Comprehensive Evaluation of Graph Generation
ACL 2025
Counterfactual Graphical Models: Constraints and Inference
ICML 2025
Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure
ICLR 2025
Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints
EMNLP 2024
AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing
ACL 2023
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints
EACL 2023
Chemically Transferable Generative Backmapping of Coarse-Grained Proteins
ICML 2023
Entity Tracking via Effective Use of Multi-Task Learning Model and Mention-guided Decoding
EACL 2023
GRAND-SLAMIN’ Interpretable Additive Modeling with Structural Constraints
NeurIPS 2023
Action-Sufficient State Representation Learning for Control with Structural Constraints
ICML 2022
A Template-based Method for Constrained Neural Machine Translation
EMNLP 2022
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning
ACL 2022
Exposing and Exploiting Fine-Grained Block Structures for Fast and Accurate Sparse Training
NeurIPS 2022
Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation
EMNLP 2022
Deductive Learning for Weakly-Supervised 3D Human Pose Estimation via Uncalibrated Cameras
AAAI 2021
Structure Guided Lane Detection
IJCAI 2021
Spatial Classification with Limited Observations Based on Physics-Aware Structural Constraint
AAAI 2020
Structure Adaptive Algorithms for Stochastic Bandits
ICML 2020
Multi-objects Generation with Amortized Structural Regularization
NeurIPS 2019
Hierarchical Clustering with Structural Constraints
ICML 2018
Online Multi-Object Tracking via Structural Constraint Event Aggregation
CVPR 2016
Greedy Algorithms for Structurally Constrained High Dimensional Problems
NeurIPS 2011
Probabilistic Belief Revision with Structural Constraints
NeurIPS 2010