Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data. A simulation from public publication records: the people listed were not invited and did not agree to review.
? Tutorial for this page

Fangying Rong

dblp:380/6252 · DBLP profile ↗
← Back
1ranked-venue papers
0as first author
1since 2021 · last 2024
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Efficient and distributed learning · 100%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Efficient and distributed learning › model merging
layer merging
0.812024
Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging · EMNLP 2024
Machine learning › Efficient and distributed learning
model compression
0.812024
Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging · EMNLP 2024
Machine learning › Efficient and distributed learning › model compression
large language model compression
0.212024
Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging · EMNLP 2024

Methods — techniques the papers use, named apart from their topics

manifold alignment · 0.8
YearPublicationVenuePosition
2024 Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging
abstract
Deyuan Liu, Zhanyue Qin, Hairu Wang, Zhao Yang, Zecheng Wang, Fangying Rong, Qingbin Liu, Yanchao Hao, Bo Li, Xi Chen, Cunhang Fan, Zhao Lv, Dianhui Chu, Zhiying Tu, Dianbo Sui. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 2024.
Deyuan Liu, Zhanyue Qin, Hairu Wang 0002, Zhao Yang 0004, Zecheng Wang, Fangying Rong, Qingbin Liu, Yanchao Hao, Xi Chen 0003, Cunhang Fan, Zhao Lv, Zhiying Tu, Dianbo Sui
EMNLP6