Demo Data from EDBT 2026 / reviewers in the wild / expert
Jinheng Wang
dblp:391/1174
· DBLP profile ↗
1ranked-venue papers
1as first author
1since 2021 · last 2025
—ORCID · none
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 1 · 1 first-author · 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 4 heaviest of 4, each with the papers that count most for it
| Topic | Weight | Papers | Last | Evidence papers |
|---|---|---|---|---|
Machine learning › Efficient and distributed learning › edge computing
edge inference |
0.9 | 1 | 2025 | Bitnet.cpp: Efficient Edge Inference for Ternary LLMs · ACL (1) 2025 |
Machine learning › Efficient and distributed learning
model compression |
0.9 | 1 | 2025 | Bitnet.cpp: Efficient Edge Inference for Ternary LLMs · ACL (1) 2025 |
Machine learning › Efficient and distributed learning › model compression
quantization |
0.9 | 1 | 2025 | Bitnet.cpp: Efficient Edge Inference for Ternary LLMs · ACL (1) 2025 |
Machine learning › Efficient and distributed learning › model compression › quantization
ternary quantization |
0.9 | 1 | 2025 | Bitnet.cpp: Efficient Edge Inference for Ternary LLMs · ACL (1) 2025 |
Methods — techniques the papers use, named apart from their topics
ternary quantization · 0.9
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2025 | Bitnet.cpp: Efficient Edge Inference for Ternary LLMsabstractJinheng Wang, Hansong Zhou, Ting Song, Shijie Cao, Yan Xia, Ting Cao, Jianyu Wei, Shuming Ma, Hongyu Wang, Furu Wei. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025. Jinheng Wang, Hansong Zhou, Shijie Cao, Yan Xia 0005, Jianyu Wei, Shuming Ma, Furu Wei |
ACL (1) | 1 |