Yuxuan Liang
3 papers in the PaperMetrix corpus
Papers by this author
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Primacy Effect of ChatGPT
2023
Instruction-tuned large language models (LLMs), such as ChatGPT, have led to promising zero-shot performance in discriminative natural language understanding (NLU) tasks. This involves querying the LLM using a prompt containing the question, and the candidate …
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Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications
2025 · Proceedings of the AAAI Conference on Artificial Intelligence
Graph Neural Networks (GNNs) have become the preferred tool to process graph data, with their efficacy being boosted through graph data augmentation techniques. Despite the evolution of augmentation methods, issues like graph property distortions and …
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Comba: Improving Bilinear RNNs with Closed-loop Control
2025 · arXiv (Cornell University)
Recent efficient sequence modeling methods such as Gated DeltaNet, TTT, and RWKV-7 have achieved performance improvements by supervising the recurrent memory management through Delta learning rule. Unlike previous state-space models (e.g., Mamba) and gated linear …