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Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs

active 2023-11-152026-03-07 (UTC)

Partial coverage18,732 / 24,063 hourly files (78%) · 2 absent upstream · 5,328 failed, retryable2023-11-142026-08-12 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
163
Pushes
5
Pull requests
0
Issues
15
Stars
114
Forks
15

Activity over time

Daily event counts in the loaded window

Line chart, 844 days from 2023-11-15 to 2026-03-07. Pushes: 5 total, peak 3 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 15 total, peak 2 in a day. Comments: 14 total, peak 2 in a day. Stars: 114 total, peak 3 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
CurryTang14507
liuximeng23001
19577876363001
Heinz2172000
DaDuo-c2001
Leirunlin2001
minhquoc07122001
GooLiang1001
QuantumPlayDev1000
guanfaqian1000
crebollobr1000
amangupt011000
Lukangkang1231001

Recent activity

Latest issues, pull requests and releases

  • Issue#19QuantumPlayDev2024-12-30 01:15
    License
  • Issue comment#7Lukangkang1232024-10-07 02:40
    Questions about dataset.
  • Issue#18Heinz2172024-09-14 16:07
    About the node IDs of the dataset
  • Issue#18Heinz2172024-09-14 16:01
    About the node IDs of the dataset
  • Issue#17crebollobr2024-05-18 18:59
    I do not found the module ogbn_products
  • Issue#16guanfaqian2024-05-04 02:59
    Question about cora and cora_full.
  • Issue comment#15GooLiang2024-04-30 01:53
    Code inconsistency issues
  • Issue comment#15CurryTang2024-04-28 18:31
    Code inconsistency issues
  • Issue#14CurryTang2024-03-31 19:21
    Can we use LLMGNN for sarcasm detection
  • Issue#13CurryTang2024-03-17 01:38
    Understanding the splits
  • Issue comment#13CurryTang2024-03-09 21:41
    Understanding the splits
  • Issue#13amangupt012024-03-09 20:31
    Understanding the splits
  • Issue#1219577876362024-01-20 01:40
    There are duplicate edges in cora dataset using provided the processed datasets!
  • Issue comment#11liuximeng22024-01-19 03:15
    Question about the google drive datasets' features
  • Issue#11liuximeng22024-01-19 03:15
    Question about the google drive datasets' features
  • Issue comment#11CurryTang2024-01-19 03:10
    Question about the google drive datasets' features
  • Issue#11liuximeng22024-01-19 02:50
    Question about the google drive datasets' features
  • Issue comment#1019577876362024-01-18 07:08
    Can't find the experiment code of Table 16: Comparison of several different strategies to incorporate structural information in the prompts.
  • Issue#1019577876362024-01-12 07:24
    Can't find the experiment code of Table 16: Comparison of several different strategies to incorporate structural information in the prompts.
  • Issue comment#9DaDuo-c2023-12-17 03:19
    Question of KEA
  • Issue comment#9CurryTang2023-12-16 02:45
    Question of KEA
  • Issue#9DaDuo-c2023-12-15 02:36
    Question of KEA
  • Issue comment#8minhquoc07122023-12-09 17:44
    Question about the paper
  • Issue comment#8CurryTang2023-12-09 17:42
    Question about the paper
  • Issue#8minhquoc07122023-12-09 09:49
    Question about the paper

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 114 stars here means stars gained during the window, not the repo's star count.