World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
38
Citations
13240
World Ranking
9961
National Ranking
4191

Overview

Jinyang Li is affiliated with New York University in the United States and has contributed extensively to the field of Computer Science, with a focus on Artificial Intelligence. Their research portfolio includes 80 publications overall, with 52 specifically in Artificial Intelligence. Additional subfields of interest include Computer Networks and Communications, Information Systems, Control and Systems Engineering, and Computer Vision and Pattern Recognition.

Their work covers several main research topics such as:

  • Topic Modeling
  • Natural Language Processing Techniques
  • Quantum Computing Algorithms and Architecture
  • Scientific Computing and Data Management
  • Advanced Data Storage Technologies
  • Adversarial Robustness in Machine Learning
  • Quantum Information and Cryptography

Jinyang Li has published papers in a variety of prominent venues. Frequent publication outlets include:

  • arXiv (Cornell University)
  • Proceedings of the VLDB Endowment
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • 2022 IEEE 40th International Conference on Computer Design (ICCD)
  • Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Some of Jinyang Li's recent scholarly contributions include:

  • "Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs" (2023), published in arXiv (Cornell University)
  • "Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing" (2023), Proceedings of the AAAI Conference on Artificial Intelligence
  • "On-off sketch" (2020), Proceedings of the VLDB Endowment
  • "A Survey on Knowledge Distillation of Large Language Models" (2024), arXiv (Cornell University)
  • "Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders" (2022), Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Collaborative efforts are a significant aspect of Jinyang Li's career. Frequent coauthors include:

  • Reynold Cheng
  • Bowen Qin
  • Chenhao Ma
  • Binyuan Hui
  • Nan Huo

Best Publications

  • Capacity of Ad Hoc wireless networks

    Jinyang Li;Charles Blake;Douglas S.J. De Couto;Hu Imm Lee

  • A scalable location service for geographic ad hoc routing

    Jinyang Li;John Jannotti;Douglas S. J. De Couto;David R. Karger

  • Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks

    Minjie Wang;Da Zheng;Zihao Ye;Quan Gan

  • Designing a DHT for low latency and high throughput

    Frank Dabek;Jinyang Li;Emil Sit;James Robertson

  • Transactional storage for geo-replicated systems

    Yair Sovran;Russell Power;Marcos K. Aguilera;Jinyang Li

  • Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs

    Minjie Wang;Lingfan Yu;Da Zheng;Quan Gan

  • On the feasibility of peer-to-peer web indexing and search

    Jinyang Li;Boon Thau Loo;Joseph M. Hellerstein;M. Frans Kaashoek

  • Using one-sided RDMA reads to build a fast, CPU-efficient key-value store

    Christopher Mitchell;Yifeng Geng;Jinyang Li

  • CarNet: a scalable ad hoc wireless network system

    Robert Morris;John Jannotti;Frans Kaashoek;Jinyang Li

  • Sybil-resilient online content voting

    Nguyen Tran;Bonan Min;Jinyang Li;Lakshminarayanan Subramanian

  • A performance vs. cost framework for evaluating DHT design tradeoffs under churn

    Jinyang Li;J. Stribling;R. Morris;M.F. Kaashoek

  • Comparing the performance of distributed hash tables under churn

    Jinyang Li;Jeremy Stribling;Thomer M. Gil;Robert Morris

  • Piccolo: building fast, distributed programs with partitioned tables

    Russell Power;Jinyang Li

  • Bandwidth-efficient management of DHT routing tables

    Jinyang Li;Jeremy Stribling;Robert Morris;M. Frans Kaashoek

  • Optimal Sybil-resilient node admission control

    Nguyen Tran;Jinyang Li;Lakshminarayanan Subramanian;Sherman S.M. Chow

  • Building fast, distributed programs with partitioned tables

    Russell Power;Jinyang Li

  • Practical, distributed network coordinates

    Russ Cox;Frank Dabek;Frans Kaashoek;Jinyang Li

  • Transaction chains: achieving serializability with low latency in geo-distributed storage systems

    Yang Zhang;Russell Power;Siyuan Zhou;Yair Sovran

  • Practical, distributed channel assignment and routing in dual-radio mesh networks

    Aditya Dhananjay;Hui Zhang;Jinyang Li;Lakshminarayanan Subramanian

  • Flexible, wide-area storage for distributed systems with WheelFS

    Jeremy Stribling;Yair Sovran;Irene Zhang;Xavid Pretzer

Frequent Co-Authors

Lakshminarayanan Subramanian
Lakshminarayanan Subramanian New York University
Haibo Chen
Haibo Chen Shanghai Jiao Tong University
Scott Shenker
Scott Shenker University of California, Berkeley
Jin Li
Jin Li Microsoft (United States)
Cheng Huang
Cheng Huang Microsoft (United States)
Eddie Kohler
Eddie Kohler Harvard University
Vern Paxson
Vern Paxson University of California, Berkeley
Sherman S. M. Chow
Sherman S. M. Chow Chinese University of Hong Kong

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