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Juncheng Dong

PASTA: A Unified Framework for Offline Assortment Learning

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Oct 02, 2025
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Conditional Average Treatment Effect Estimation Under Hidden Confounders

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Jun 14, 2025
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Teleportation With Null Space Gradient Projection for Optimization Acceleration

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Feb 17, 2025
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S2TX: Cross-Attention Multi-Scale State-Space Transformer for Time Series Forecasting

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Feb 17, 2025
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Score-Based Metropolis-Hastings Algorithms

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Dec 31, 2024
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Offline Stochastic Optimization of Black-Box Objective Functions

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Dec 03, 2024
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Counterfactual Data Augmentation with Contrastive Learning

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Nov 07, 2023
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Off-Policy Evaluation for Human Feedback

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Oct 14, 2023
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Robust Reinforcement Learning through Efficient Adversarial Herding

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Jun 12, 2023
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Few-Shot Continual Learning for Conditional Generative Adversarial Networks

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May 19, 2023
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