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Posts by Collection
portfolio
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publications
SIMSUM: Document-level Text Simplification via Simultaneous Summarization
Published in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
This paper is about document-level text simplification
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LoGAH: Predicting 774-Million-Parameter Transformers using Graph HyperNetworks with 1/100 Parameters
Published in Arxiv, 2024
This paper is about Meta Learning and Parameter Prediction
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HyperINF: Scaling-up Accurate Approximation of Influence Function by the Hyperpower Method
Published in Data-centric Machine Learning Research (DMLR) Workshop, ICML, 2024
This paper is about Influence Function on Data Filtering and Data Selection
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HyperINF: Unleashing the HyperPower of the Schulz’s Method for Data Influence Estimation
Published in Arxiv, Submitted to ICLR 2025, 2024
This paper is about Influence Function on Data Filtering and Data Selection
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NeuralGrok: Accelerate Grokking by Neural Gradient Transformation
Published in Arxiv, 2025
This paper is about accelerating grokking phenomenon in deep learning via neural gradient transformation techniques.
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When Silence Is Golden: Can LLMs Learn to Abstain in Temporal QA and Beyond?
Published in ICLR 2026, 2026
This paper is about investigating the ability of Large Language Models (LLMs) to abstain from answering questions when they lack sufficient information, particularly in temporal question answering scenarios.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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