Jianbo Yuan

Jianbo Yuan

University of Rochester

H-index: 16

North America-United States

About Jianbo Yuan

Jianbo Yuan, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at University of Rochester, specializes in the field of LLM, LMM, Generative Model, Deep Representation Learning.

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

Infiagent-dabench: Evaluating agents on data analysis tasks

An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing

How Can LLM Guide RL? A Value-Based Approach

Exploring the reasoning abilities of multimodal large language models (mllms): A comprehensive survey on emerging trends in multimodal reasoning

Efficient Attention via Control Variates

Optimizing Reciprocal Rank with Bayesian Average for improved Next Item Recommendation

LoBaSS: Gauging Learnability in Supervised Fine-tuning Data

Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts

Jianbo Yuan Information

University

Position

___

Citations(all)

1323

Citations(since 2020)

1150

Cited By

469

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

21

i10Index(since 2020)

19

Email

University Profile Page

University of Rochester

Google Scholar

View Google Scholar Profile

Jianbo Yuan Skills & Research Interests

LLM

LMM

Generative Model

Deep Representation Learning

Top articles of Jianbo Yuan

Title

Journal

Author(s)

Publication Date

Infiagent-dabench: Evaluating agents on data analysis tasks

arXiv preprint arXiv:2401.05507

Xueyu Hu

Ziyu Zhao

Shuang Wei

Ziwei Chai

Guoyin Wang

...

2024/1/10

An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing

arXiv preprint arXiv:2403.16854

Ziwei Chai

Guoyin Wang

Jing Su

Tianjie Zhang

Xuanwen Huang

...

2024/3/25

How Can LLM Guide RL? A Value-Based Approach

arXiv preprint arXiv:2402.16181

Shenao Zhang

Sirui Zheng

Shuqi Ke

Zhihan Liu

Wanxin Jin

...

2024/2/25

Exploring the reasoning abilities of multimodal large language models (mllms): A comprehensive survey on emerging trends in multimodal reasoning

Yiqi Wang

Wentao Chen

Xiaotian Han

Xudong Lin

Haiteng Zhao

...

2024/1/10

Efficient Attention via Control Variates

Lin Zheng

Jianbo Yuan

Chong Wang

Lingpeng Kong

2023

Optimizing Reciprocal Rank with Bayesian Average for improved Next Item Recommendation

Xiangkui Lu

Jun Wu

Jianbo Yuan

2023/7/19

LoBaSS: Gauging Learnability in Supervised Fine-tuning Data

arXiv preprint arXiv:2310.13008

Haotian Zhou

Tingkai Liu

Qianli Ma

Jianbo Yuan

Pengfei Liu

...

2023/10/16

Improving In-Context Learning in Diffusion Models with Visual Context-Modulated Prompts

arXiv preprint arXiv:2312.01408

Tianqi Chen

Yongfei Liu

Zhendong Wang

Jianbo Yuan

Quanzeng You

...

2023/12/3

Discrete cosin transformer: Image modeling from frequency domain

Xinyu Li

Yanyi Zhang

Jianbo Yuan

Hanlin Lu

Yibo Zhu

2023

Cat: causal audio transformer for audio classification

Xiaoyu Liu

Hanlin Lu

Jianbo Yuan

Xinyu Li

2023/6/4

Let's reward step by step: Step-Level reward model as the Navigators for Reasoning

arXiv preprint arXiv:2310.10080

Qianli Ma

Haotian Zhou

Tingkai Liu

Jianbo Yuan

Pengfei Liu

...

2023/10/16

Self-Infilling Code Generation

arXiv preprint arXiv:2311.17972

Lin Zheng

Jianbo Yuan

Zhi Zhang

Hongxia Yang

Lingpeng Kong

2023/11/29

More than just attention: Improving cross-modal attentions with contrastive constraints for image-text matching

Yuxiao Chen

Jianbo Yuan

Long Zhao

Tianlang Chen

Rui Luo

...

2023

A reparameterized discrete diffusion model for text generation

arXiv preprint arXiv:2302.05737

Lin Zheng

Jianbo Yuan

Lei Yu

Lingpeng Kong

2023/2/11

Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling

Huangjie Zheng

Zhendong Wang

Jianbo Yuan

Guanghan Ning

Pengcheng He

...

2023/10/13

Reason out your layout: Evoking the layout master from large language models for text-to-image synthesis

arXiv preprint arXiv:2311.17126

Xiaohui Chen

Yongfei Liu

Yingxiang Yang

Jianbo Yuan

Quanzeng You

...

2023/11/28

Revisiting multimodal representation in contrastive learning: from patch and token embeddings to finite discrete tokens

Yuxiao Chen

Jianbo Yuan

Yu Tian

Shijie Geng

Xinyu Li

...

2023

LEMON: Lossless model expansion

arXiv preprint arXiv:2310.07999

Yite Wang

Jiahao Su

Hanlin Lu

Cong Xie

Tianyi Liu

...

2023/10/12

Co-Training-Teaching: A Robust Semi-Supervised Framework for Review-Aware Rating Regression

ACM Transactions on Knowledge Discovery from Data

Xiangkui Lu

Jun Wu

Junheng Huang

Fangyuan Luo

Jianbo Yuan

2023/11/13

HiCLIP: Contrastive Language-Image Pretraining with Hierarchy-aware Attention

arXiv preprint arXiv:2303.02995

Shijie Geng

Jianbo Yuan

Yu Tian

Yuxiao Chen

Yongfeng Zhang

2023/3/6

See List of Professors in Jianbo Yuan University(University of Rochester)

Co-Authors

H-index: 121
Jiebo Luo

Jiebo Luo

University of Rochester

H-index: 110
Dimitris N. Metaxas

Dimitris N. Metaxas

Rutgers, The State University of New Jersey

H-index: 60
Wendi B Heinzelman

Wendi B Heinzelman

University of Rochester

H-index: 34
Dongmei Li

Dongmei Li

University of Rochester

H-index: 28
Xi (Peter) Peng

Xi (Peter) Peng

University of Delaware

H-index: 25
Xianchao Zhang

Xianchao Zhang

Dalian University of Technology

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