Author

Zhemg Lee

Observed name: Lee, Zhemg

Observed institution: Tianjin University

OpenAlex ID: A5090506836

Valuing Training Data via Causal Inference for In-Context Learning

2025 · Xiaoling Zhou, Wei Ye, et al. · IEEE Transactions on Knowledge and Data Engineering · 7

Enhancing In-Context Learning via Implicit Demonstration Augmentation

2024 · Xiaoling Zhou, Wei Ye, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 6

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All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising

2025 · Xiaoling Zhou, Zhemg Lee, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3

Boosting Resilience of Large Language Models through Causality-Driven Robust Optimization

2025 · Xiaoling Zhou, Mingjie Zhang, et al. · neural information processing systems · 1

LeLoRA: Learnable Low-Rank Adaptation of Large Language Models

2026 · Association for Computational Linguistics 2026, Lee, Zhemg, et al. · Underline Science Inc.

Implicit Demonstration Augmentation for Robust and Stable In-Context Learning

2026 · Xiaoling Zhou, Zhemg Lee, et al. · IEEE Transactions on Neural Networks and Learning Systems

Dynamic Knowledge Transfer for Mitigating Spurious Correlations in Deep Learning

2026 · Xiaoling Zhou, Zhemg Lee, et al. · International Journal of Computer Vision

LeLoRA: Learnable Low-Rank Adaptation of Large Language Models

2026 · Xiaoling Zhou, Mingjie Zhang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

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Robustness to Spurious Correlations via Dynamic Knowledge Transfer

2025 · Xiaoling Zhou, Wei Ye, et al. · International Joint Conference on Artificial Intelligence

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Boosting Model Resilience via Implicit Adversarial Data Augmentation

2024 · Xiaoling Zhou, Wei Ye, et al. · International Joint Conference on Artificial Intelligence

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AN-D2NN: Classification of Modes with Amplitude Nonlinear Diffractive Deep Neural Network

2024 · Kunpeng Zhu, Zhemg Lee, et al. · International Conference on Optical Communications and Networks (ICOCN)

Enhancing In-Context Learning via Implicit Demonstration Augmentation

2024 · Zhou, Xiaoling, Ye, Wei, et al. · arXiv (Cornell University)

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Works count: 13

Citation count: 17

H-index: 3

I10-index: