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Demo Data from VLDB 2026 / reviewers in the wild / expert

Zhengyang Tong

dblp:382/8405 · DBLP profile ↗
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1ranked-venue papers
0as first author
1since 2021 · last 2026
—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 · 67% Language models and text generation · 33%

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

TopicWeightPapersLastEvidence papers
Machine learning › Efficient and distributed learning › model compression › quantization
KV cache quantization		 1.012026
VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization · ACL (1) 2026
Natural language and speech › Language models and text generation
large language model inference		 1.012026
VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization · ACL (1) 2026
Machine learning › Efficient and distributed learning
model compression		 1.012026
VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization · ACL (1) 2026

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

vector quantization · 1.0outlier suppression · 1.0
YearPublicationVenuePosition
2026 VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization
abstract
Dingyu Yao, Chenxu Yang, Zhengyang Tong, Zheng Lin, Wei Liu, Jian Luan, Weiping Wang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Dingyu Yao, Chenxu Yang, Zhengyang Tong, Zheng Lin 0001, Wei Liu 0302, Jian Luan 0001, Weiping Wang 0005
 ACL (1)3