Heterogeneous Contrastive Learning for Foundation Models and Beyond

Heterogeneous Contrastive Learning for Foundation Models and Beyond

30 March 2024

Papers citing "Heterogeneous Contrastive Learning for Foundation Models and Beyond"

18 / 18 papers shown

Title
Data Augmentation Through Random Style Replacement Qikai Yang Cheng Ji Huaiying Luo Panfeng Li Zhicheng Ding 26 0 0 14 Apr 2025
GTR: Graph-Table-RAG for Cross-Table Question Answering Jiaru Zou Dongqi Fu Sirui Chen Xinrui He Zihao Li Yada Zhu Jiawei Han Jingrui He LMTD 41 0 0 02 Apr 2025
Adaptive Fault Tolerance Mechanisms of Large Language Models in Cloud Computing Environments Yihong Jin Ze Yang Xinhe Xu Yihan Zhang Shuyang Ji 45 2 0 15 Mar 2025
Research on Large Language Model Cross-Cloud Privacy Protection and Collaborative Training based on Federated Learning Ze Yang Yihong Jin Yihan Zhang Juntian Liu Xinhe Xu FedML 53 2 0 15 Mar 2025
SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence Zhining Liu Rana Ali Amjad Ravinarayana Adkathimar Tianxin Wei Hanghang Tong RALM HILM 90 0 0 12 Feb 2025
PyG-SSL: A Graph Self-Supervised Learning Toolkit Lecheng Zheng Baoyu Jing Zihao Li Zhichen Zeng Tianxin Wei ... Lihui Liu Dongqi Fu Jiaxuan You Hanghang Tong Jingrui He 46 4 0 31 Dec 2024
APEX $^2$ : Adaptive and Extreme Summarization for Personalized Knowledge Graphs Zihao Li Dongqi Fu Mengting Ai Jingrui He 36 4 0 23 Dec 2024
Multi-label Sequential Sentence Classification via Large Language Model Mengfei Lan Lecheng Zheng Shufan Ming Halil Kilicoglu 59 0 0 23 Nov 2024
PageRank Bandits for Link Prediction Yikun Ban Jiaru Zou Zihao Li Yunzhe Qi Dongqi Fu Jian Kang Hanghang Tong Jingrui He 16 2 0 03 Nov 2024
Hypergraphs as Weighted Directed Self-Looped Graphs: Spectral Properties, Clustering, Cheeger Inequality Zihao Li Dongqi Fu Hengyu Liu Jingrui He 19 2 0 23 Oct 2024
Online Multi-modal Root Cause Analysis Lecheng Zheng Zhengzhang Chen Haifeng Chen Jingrui He 19 0 0 13 Oct 2024
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning Jiaru Zou Mengyu Zhou Tao Li Shi Han Dongmei Zhang 38 6 0 02 Jul 2024
Automated Contrastive Learning Strategy Search for Time Series Baoyu Jing Yansen Wang Guoxin Sui Jing Hong Jingrui He Yuqing Yang Dongsheng Li Kan Ren AI4TS 17 6 0 19 Mar 2024
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation Baoyu Jing Dawei Zhou Kan Ren Carl Yang CML AI4TS 19 6 0 18 Mar 2024
ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification J. Chen Richong Zhang Yongyi Mao Jie Xue 14 78 0 16 May 2023
Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang Wei Lu SSL 27 9 0 29 Oct 2022
Retrieval Based Time Series Forecasting Baoyu Jing Si Zhang Yada Zhu B. Peng K. Guan A. Margenot Hanghang Tong AI4TS 20 9 0 27 Sep 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Yihang Yin Qingzhong Wang Siyu Huang Haoyi Xiong Xiang Zhang 35 141 0 21 Sep 2021