Introvert
Joined July 2013
- Tweets 9
- Following 159
- Followers 47
- Likes 56
Photos and videos
Mridul Gupta retweeted
23 Jan 2025
Bonsai will appear at @iclr_conf!
Most works on graph condensation are a "scam." What's the point if condensation requires full dataset training anyway?
Bonsai provides the much-needed course correction!
PDF & Code: openreview.net/forum?id=5x88…
@500kmph @haribamsuri #ICLR2025
26 Oct 2024
Graph distillation compresses massive graph datasets into tiny versions that train GNNs as effectively as the original.
But current methods have a huge problem..
They require training on the full data first—which defeats the whole purpose!
Enter Bonsai(arxiv.org/pdf/2410.17579)
2
3
22
1,256
Mridul Gupta retweeted
26 Oct 2023
Can we distill a graph trainset to less than 1% of the original size and yet retain competitive training performance?
Can this distillation be independent of the GNN architecture/hyper-params?
We present MIRAGE!
Arxiv: arxiv.org/abs/2310.09486
@500kmph @sahim1992 @haribamsuri
2
36
1,579
Mridul Gupta retweeted
13 Jul 2023
The video summary of our work on frugal spatio-temporal forecasting on road networks, to appear in #KDD2023, is now live!
youtu.be/0gMlA-VHpSI
For details: arxiv.org/abs/2306.08277
Also happy to note its selection for an oral presentation.
@haribamsuri @500kmph @kdd_news
3
13
1,332
Mridul Gupta retweeted
10 Apr 2019
You're looking at the first ever image of a black hole. It was captured by the #NSFFunded @ehtelescope project. #ehtblackhole #RealBlackHole nsf.gov/news/special_reports…
1,617
34,031
76,413