Researcher profile

Tao Yu

6 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Automated Self-Supervised Learning for Recommendation

    2023

    Graph neural networks (GNNs) have emerged as the state-of-the-art paradigm for collaborative filtering (CF). To improve the representation quality over limited labeled data, contrastive learning has attracted attention in recommendation and benefited graph-based CF model …

  2. Rethinking Domain Adaptation and Generalization in the Era of CLIP

    2024 · arXiv (Cornell University)

    In recent studies on domain adaptation, significant emphasis has been placed on the advancement of learning shared knowledge from a source domain to a target domain. Recently, the large vision-language pre-trained model, i.e., CLIP has …

  3. An Innovated Searching for Reviving Nations Nuclear Generating Electricity &BRICS Energy Consumption Status per capita Analysis' Achievement on Scientist's Behavior & Judgement with Sustainability

    2026 · Zenodo (CERN European Organization for Nuclear Research)

    The long and many times experimental trial will be necessary in order to guarantee the product property stably and reliably. As for the stable operation and reliable one the more times and choices will be …

  4. Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

    2018

    Tao Yu, Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, Qingning Yao, Shanelle Roman, Zilin Zhang, Dragomir Radev. Proceedings of the 2018 Conference on Empirical Methods in Natural Language …

  5. QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization

    2021

    Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir Radev. Proceedings of the 2021 Conference of the North American Chapter of the …

  6. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models

    2022

    Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir …