Code of MTGCN model for the paper "Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing"
active 2025-01-16 → 2025-12-02 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 321 days from 2025-01-16 to 2025-12-02. Pushes: 4 total, peak 2 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 8 total, peak 2 in a day. Comments: 7 total, peak 3 in a day. Stars: 3 total, peak 1 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
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| liyu199809 | 10 | 3 | 0 | 4 |
| LinXianL | 3 | 0 | 0 | 2 |
| galogm | 2 | 0 | 0 | 0 |
| XJTU-Graph-Intelligence-Lab | 2 | 1 | 0 | 1 |
| ZhenhHuang | 1 | 0 | 0 | 0 |
| fortunateemmm | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#6liyu1998092025-12-02 02:57The accuracy rate did not meet expectations.
- Issue#6fortunateemmm2025-11-26 07:42The accuracy rate did not meet expectations.
- Issue#5galogm2025-05-20 01:44Settings of `num_k_dict` on new datasets
- Issue comment#5liyu1998092025-05-19 04:07Settings of `num_k_dict` on new datasets
- Issue#5galogm2025-05-08 08:30Settings of `num_k_dict` on new datasets
- Issue comment#4liyu1998092025-05-08 07:27test accuracy is only in the forties
- Issue#3liyu1998092025-05-08 06:06Hyperparameter about multi-track number
- Issue comment#4LinXianL2025-05-07 10:49test accuracy is only in the forties
- Issue comment#4LinXianL2025-05-07 10:42test accuracy is only in the forties
- Issue comment#4XJTU-Graph-Intelligence-Lab2025-05-07 10:31test accuracy is only in the forties
- Issue#4LinXianL2025-05-06 14:13test accuracy is only in the forties
- Issue comment#3liyu1998092025-04-01 04:30Hyperparameter about multi-track number
- Issue#3ZhenhHuang2025-04-01 02:26Hyperparameter about multi-track number
- Issue#1liyu1998092025-01-20 10:26modis file is lost
- Issue#2liyu1998092025-01-20 10:26MTGCNv3 file is lost
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 3 stars here means stars gained during the window, not the repo's star count.