Xifeng Yan

Xifeng Yan

University of California, Santa Barbara

H-index: 72

North America-United States

About Xifeng Yan

Xifeng Yan, With an exceptional h-index of 72 and a recent h-index of 43 (since 2020), a distinguished researcher at University of California, Santa Barbara, specializes in the field of Conversational AI, Data Mining.

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

Time Series as Images: Vision Transformer for Irregularly Sampled Time Series

Augmenting language models with long-term memory

Guiding large language models via directional stimulus prompting

STEPS: A Benchmark for Order Reasoning in Sequential Tasks

Graph reasoning for question answering with triplet retrieval

Gpt-4v (ision) as a generalist evaluator for vision-language tasks

Bot or human? detecting chatgpt imposters with a single question

Evaluating the instruction-following robustness of large language models to prompt injection

Xifeng Yan Information

University

Position

Professor Computer Science

Citations(all)

27601

Citations(since 2020)

9159

Cited By

22198

hIndex(all)

72

hIndex(since 2020)

43

i10Index(all)

168

i10Index(since 2020)

124

Email

University Profile Page

University of California, Santa Barbara

Google Scholar

View Google Scholar Profile

Xifeng Yan Skills & Research Interests

Conversational AI

Data Mining

Top articles of Xifeng Yan

Title

Journal

Author(s)

Publication Date

Time Series as Images: Vision Transformer for Irregularly Sampled Time Series

Advances in Neural Information Processing Systems

Zekun Li

Shiyang Li

Xifeng Yan

2024/2/13

Augmenting language models with long-term memory

Advances in Neural Information Processing Systems

Weizhi Wang

Li Dong

Hao Cheng

Xiaodong Liu

Xifeng Yan

...

2024/2/13

Guiding large language models via directional stimulus prompting

Advances in Neural Information Processing Systems

Zekun Li

Baolin Peng

Pengcheng He

Michel Galley

Jianfeng Gao

...

2024/2/13

STEPS: A Benchmark for Order Reasoning in Sequential Tasks

arXiv preprint arXiv:2306.04441

Weizhi Wang

Hong Wang

Xifeng Yan

2023/6/7

Graph reasoning for question answering with triplet retrieval

arXiv preprint arXiv:2305.18742

Shiyang Li

Yifan Gao

Haoming Jiang

Qingyu Yin

Zheng Li

...

2023/5/30

Gpt-4v (ision) as a generalist evaluator for vision-language tasks

arXiv preprint arXiv:2311.01361

Xinlu Zhang

Yujie Lu

Weizhi Wang

An Yan

Jun Yan

...

2023/11/2

Bot or human? detecting chatgpt imposters with a single question

arXiv preprint arXiv:2305.06424

Hong Wang

Xuan Luo

Weizhi Wang

Xifeng Yan

2023/5/10

Evaluating the instruction-following robustness of large language models to prompt injection

Zekun Li

Baolin Peng

Pengcheng He

Xifeng Yan

2023/10/13

Improving topic disentanglement via contrastive learning

Information Processing & Management

Xixi Zhou

Jiajun Bu

Sheng Zhou

Zhi Yu

Ji Zhao

...

2023/3/1

Do you really follow me? adversarial instructions for evaluating the robustness of large language models

arXiv preprint arXiv:2308.10819

Zekun Li

Baolin Peng

Pengcheng He

Xifeng Yan

2023/8/17

Language model detoxification in dialogue with contextualized stance control

arXiv preprint arXiv:2301.10368

Jing Qian

Xifeng Yan

2023/1/25

Improving medical predictions by irregular multimodal electronic health records modeling

Xinlu Zhang

Shiyang Li

Zhiyu Chen

Xifeng Yan

Linda Ruth Petzold

2023/7/3

Lightweight composite re-ranking for efficient keyword search with BERT

Yingrui Yang

Yifan Qiao

Jinjin Shao

Xifeng Yan

Tao Yang

2022/2/11

Cross-modal image retrieval with deep mutual information maximization

Neurocomputing

Chunbin Gu

Jiajun Bu

Xixi Zhou

Chengwei Yao

Dongfang Ma

...

2022/7/28

Controllable dialogue simulation with in-context learning

arXiv preprint arXiv:2210.04185

Zekun Li

Wenhu Chen

Shiyang Li

Hong Wang

Jing Qian

...

2022/10/9

Making something out of nothing: Building robust task-oriented dialogue systems from scratch

Proceedings of Alexa Prize TaskBot

Zekun Li

Hong Wang

Alon Albalak

Yingrui Yang

Jing Qian

...

2021

Inductive relation prediction by BERT

Proceedings of the AAAI conference on artificial intelligence

Hanwen Zha

Zhiyu Chen

Xifeng Yan

2022/6/28

Context-guided entropy minimization for semi-supervised domain adaptation

Neural Networks

Ning Ma

Jiajun Bu

Lixian Lu

Jun Wen

Sheng Zhou

...

2022/10/1

Visualization question answering using introspective program synthesis

Yanju Chen

Xifeng Yan

Yu Feng

2022/6/9

Research and Experiment of Intelligent High Voltage Power Cable Accessories with Built-in Temperature Measurement

Yu Su

Yanzhuo Liu

Xin Gong

Jinming Wang

Xifeng Yan

2022/9/17

See List of Professors in Xifeng Yan University(University of California, Santa Barbara)

Co-Authors

H-index: 202
Jiawei Han

Jiawei Han

University of Illinois at Urbana-Champaign

H-index: 194
Philip S. Yu

Philip S. Yu

University of Illinois at Chicago

H-index: 110
Jian Pei

Jian Pei

Simon Fraser University

H-index: 83
Deng Cai

Deng Cai

Zhejiang University

H-index: 82
Xiaofei He

Xiaofei He

Zhejiang University

H-index: 63
Yizhou Sun

Yizhou Sun

University of California, Los Angeles

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