Junfeng Yang

Junfeng Yang

Columbia University in the City of New York

H-index: 40

North America-United States

About Junfeng Yang

Junfeng Yang, With an exceptional h-index of 40 and a recent h-index of 32 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of Operating systems, software reliability, concurrency, and security..

His recent articles reflect a diverse array of research interests and contributions to the field:

GDA: Generalized Diffusion for Robust Test-time Adaptation

SMARTINV: Multimodal Learning for Smart Contract Invariant Inference

Raidar: geneRative AI Detection viA Rewriting

QUACK: Hindering Deserialization Attacks via Static Duck Typing

RogueOne: Detecting Rogue Updates via Differential Data-flow Analysis Using Trust Domains

Chardonnay: Fast and General Datacenter Transactions for {On-Disk} Databases

Monitoring and Adapting ML Models on Mobile Devices

Robustifying language models with test-time adaptation

Junfeng Yang Information

University

Position

Associate Professor of Computer Science

Citations(all)

8894

Citations(since 2020)

5364

Cited By

5308

hIndex(all)

40

hIndex(since 2020)

32

i10Index(all)

71

i10Index(since 2020)

62

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

Junfeng Yang Skills & Research Interests

Operating systems

software reliability

concurrency

and security.

Top articles of Junfeng Yang

Title

Journal

Author(s)

Publication Date

GDA: Generalized Diffusion for Robust Test-time Adaptation

arXiv preprint arXiv:2404.00095

Yun-Yun Tsai

Fu-Chen Chen

Albert YC Chen

Junfeng Yang

Che-Chun Su

...

2024/3/29

SMARTINV: Multimodal Learning for Smart Contract Invariant Inference

Sally Junsong Wang

Kexin Pei

Junfeng Yang

2024/2/1

Raidar: geneRative AI Detection viA Rewriting

arXiv preprint arXiv:2401.12970

Chengzhi Mao

Carl Vondrick

Hao Wang

Junfeng Yang

2024/1/23

QUACK: Hindering Deserialization Attacks via Static Duck Typing

Network and Distributed System Security Symposium (NDSS)

Yaniv David

Neophytos Christou

Andreas D Kellas

Vasileios P Kemerlis

Junfeng Yang

2024

RogueOne: Detecting Rogue Updates via Differential Data-flow Analysis Using Trust Domains

Raphael J Sofaer

Yaniv David

Mingqing Kang

Jianjia Yu

Yinzhi Cao

...

2024/4/12

Chardonnay: Fast and General Datacenter Transactions for {On-Disk} Databases

Tamer Eldeeb

Xincheng Xie

Philip A Bernstein

Asaf Cidon

Junfeng Yang

2023

Monitoring and Adapting ML Models on Mobile Devices

arXiv preprint arXiv:2305.07772

Wei Hao

Zixi Wang

Lauren Hong

Lingxiao Li

Nader Karayanni

...

2023/5/12

Robustifying language models with test-time adaptation

arXiv preprint arXiv:2310.19177

Noah Thomas McDermott

Junfeng Yang

Chengzhi Mao

2023/10/29

Doubly right object recognition: A why prompt for visual rationales

Chengzhi Mao

Revant Teotia

Amrutha Sundar

Sachit Menon

Junfeng Yang

...

2023

Effective Performance Issue Diagnosis with Value-Assisted Cost Profiling

Lingmei Weng

Yigong Hu

Peng Huang

Jason Nieh

Junfeng Yang

2023/5/8

Interpreting and Controlling Vision Foundation Models via Text Explanations

arXiv preprint arXiv:2310.10591

Haozhe Chen

Junfeng Yang

Carl Vondrick

Chengzhi Mao

2023/10/16

Test-time Defense against Adversarial Attacks: Detection and Reconstruction of Adversarial Examples via Masked Autoencoder

arXiv preprint arXiv:2303.12848

Yun-Yun Tsai

Ju-Chin Chao

Albert Wen

Zhaoyuan Yang

Chengzhi Mao

...

2023/3/22

Exploiting Code Symmetries for Learning Program Semantics

Kexin Pei

Weichen Li

Qirui Jin

Shuyang Liu

Scott Geng

...

2023/10/13

Test-time Detection and Repair of Adversarial Samples via Masked Autoencoder

Yun-Yun Tsai1 Ju-Chin Chao

Albert Wen

Zhaoyuan Yang

Chengzhi Mao

Tapan Shah

...

2023/3

Symmetry-Preserving Program Representations for Learning Code Semantics

arXiv preprint arXiv:2308.03312

Kexin Pei

Weichen Li

Qirui Jin

Shuyang Liu

Scott Geng

...

2023/8/7

BPF-oF: Storage Function Pushdown Over the Network

arXiv preprint arXiv:2312.06808

Ioannis Zarkadas

Tal Zussman

Jeremy Carin

Sheng Jiang

Yuhong Zhong

...

2023/12/11

Self-supervised convolutional visual prompts

arXiv e-prints

Yun-Yun Tsai

Chengzhi Mao

Yow-Kuan Lin

Junfeng Yang

2023/2

Divergent Representations: When Compiler Optimizations Enable Exploitation

Andreas D Kellas

Alan Cao

Peter Goodman

Junfeng Yang

2023/5/25

Mars Attacks! Software Protection Against Space Radiation

Haoda Wang

Steven Myint

Vandi Verma

Yonatan Winetraub

Junfeng Yang

...

2023/11/28

A tale of two models: Constructing evasive attacks on edge models

Proceedings of Machine Learning and Systems

Wei Hao

Aahil Awatramani

Jiayang Hu

Chengzhi Mao

Pin-Chun Chen

...

2022/4/22

See List of Professors in Junfeng Yang University(Columbia University in the City of New York)

Co-Authors

H-index: 103
Salvatore Stolfo

Salvatore Stolfo

Columbia University in the City of New York

H-index: 49
Dawson Engler

Dawson Engler

Stanford University

H-index: 43
Suman Jana

Suman Jana

Columbia University in the City of New York

H-index: 38
Baishakhi Ray

Baishakhi Ray

Columbia University in the City of New York

H-index: 36
Carl Vondrick

Carl Vondrick

Columbia University in the City of New York

H-index: 30
Vasileios P. Kemerlis

Vasileios P. Kemerlis

Brown University

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