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:

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

Infiagent-dabench: Evaluating agents on data analysis tasks

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

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

LEMON: Lossless model expansion

Let models speak ciphers: Multiagent debate through embeddings

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

Google Scholar

Jianbo Yuan Skills & Research Interests

LLM

LMM

Generative Model

Deep Representation Learning

Top articles of Jianbo Yuan

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

arXiv preprint arXiv:2403.16854

2024/3/25

How Can LLM Guide RL? A Value-Based Approach

arXiv preprint arXiv:2402.16181

2024/2/25

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

2024/1/10

Infiagent-dabench: Evaluating agents on data analysis tasks

arXiv preprint arXiv:2401.05507

2024/1/10

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

arXiv preprint arXiv:2310.10080

2023/10/16

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

2023/10/13

LEMON: Lossless model expansion

arXiv preprint arXiv:2310.07999

2023/10/12

Let models speak ciphers: Multiagent debate through embeddings

arXiv preprint arXiv:2310.06272

2023/10/10

Optimizing Reciprocal Rank with Bayesian Average for improved Next Item Recommendation

2023/7/19

Jun Wu
Jun Wu

H-Index: 13

Jianbo Yuan
Jianbo Yuan

H-Index: 12

Cat: causal audio transformer for audio classification

2023/6/4

A reparameterized discrete diffusion model for text generation

arXiv preprint arXiv:2302.05737

2023/2/11

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

2023

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

arXiv preprint arXiv:2303.02995

2023/3/6

Efficient Attention via Control Variates

2023

Discrete cosin transformer: Image modeling from frequency domain

2023

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

2023

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

arXiv preprint arXiv:2312.01408

2023/12/3

Self-Infilling Code Generation

arXiv preprint arXiv:2311.17972

2023/11/29

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

arXiv preprint arXiv:2311.17126

2023/11/28

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

ACM Transactions on Knowledge Discovery from Data

2023/11/13

Jun Wu
Jun Wu

H-Index: 13

Jianbo Yuan
Jianbo Yuan

H-Index: 12

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

Co-Authors

academic-engine