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20122026
most citedSHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction

310 citations · 1.3k across the 36 of their papers we have counts for

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9 papers · 1 filter

cs.LG2026

More Edits, More Stable: Understanding the Lifelong Normalization in Sequential Model Editing

Xin Ma, Wei Chen, Qi Liu +4

Lifelong Model Editing aims to continuously update evolving facts in Large Language Models while preserving unrelated knowledge and general capabilities, yet it remains plagued by…

cs.LG2020★ 115 cited

ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction

Zhongkai Hao, Chengqiang Lu, Zheyuan Hu +5

Molecular property prediction (e.g., energy) is an essential problem in chemistry and biology. Unfortunately, many supervised learning methods usually suffer from the problem of sc…

cs.LG2020★ 2 cited

Domain Adaption for Knowledge Tracing

Song Cheng, Qi Liu, Enhong Chen

With the rapid development of online education system, knowledge tracing which aims at predicting students' knowledge state is becoming a critical and fundamental task in personali…

cs.LG2020★ 10 cited

Deep Technology Tracing for High-tech Companies

Han Wu, Kun Zhang, Guangyi Lv +5

Technological change and innovation are vitally important, especially for high-tech companies. However, factors influencing their future research and development (R&D) trends are b…

cs.LG2019

Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach

Jun Wang, Hefu Zhang, Qi Liu +2

Recent years have witnessed the increasing interests in research of crowdfunding mechanism. In this area, dynamics tracking is a significant issue but is still under exploration. E…

cs.LG2019

Estimating Early Fundraising Performance of Innovations via Graph-based Market Environment Model

Likang Wu, Zhi Li, Hongke Zhao +3

Well begun is half done. In the crowdfunding market, the early fundraising performance of the project is a concerned issue for both creators and platforms. However, estimating the…