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Yao Zhang

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 16, 2026, 3:12 AM AMS

15

papers

389

total citations

papers (15)

MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms

NEURIPS 2021arXiv

FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning

WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration

CASTLE: Regularization via Auxiliary Causal Graph Discovery

NEURIPS 2020arXiv

SAP-DETR: Bridging the Gap Between Salient Points and Queries-Based Transformer Detector for Fast Model Convergency

Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification

NEURIPS 2020arXiv

FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models

SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes

DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes

Learning outside the Black-Box: The pursuit of interpretable models

VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain

Gradient Regularized V-Learning for Dynamic Treatment Regimes

Reinforcement Learning Enhanced Explainer for Graph Neural Networks

Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference

GroupCover: A Secure, Efficient and Scalable Inference Framework for On-device Model Protection based on TEEs