Zhiqing Sun

Zhiqing Sun

Carnegie Mellon University

H-index: 17

North America-United States

About Zhiqing Sun

Zhiqing Sun, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of machine learning, natural language understanding, knowledge graphs.

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

Instruction-tuned Language Models are Better Knowledge Learners

Visual Chain-of-Thought Prompting for Knowledge-based Visual Reasoning

Improving Reinforcement Learning from Human Feedback with Efficient Reward Model Ensemble

Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward

SALMON: Self-Alignment with Principle-Following Reward Models

Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision

HaluEval-Wild: Evaluating Hallucinations of Language Models in the Wild

Accelerating Diffusion-based Combinatorial Optimization Solvers by Progressive Distillation

Zhiqing Sun Information

University

Position

Language Technologies Institute

Citations(all)

4769

Citations(since 2020)

4762

Cited By

558

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

18

i10Index(since 2020)

18

Email

University Profile Page

Google Scholar

Zhiqing Sun Skills & Research Interests

machine learning

natural language understanding

knowledge graphs

Top articles of Zhiqing Sun

Title

Journal

Author(s)

Publication Date

Instruction-tuned Language Models are Better Knowledge Learners

arXiv preprint arXiv:2402.12847

Zhengbao Jiang

Zhiqing Sun

Weijia Shi

Pedro Rodriguez

Chunting Zhou

...

2024/2/20

Visual Chain-of-Thought Prompting for Knowledge-based Visual Reasoning

Zhenfang Chen

Qinhong Zhou

Yikang Shen

Yining Hong

Zhiqing Sun

...

2024/2/18

Improving Reinforcement Learning from Human Feedback with Efficient Reward Model Ensemble

arXiv preprint arXiv:2401.16635

Shun Zhang

Zhenfang Chen

Sunli Chen

Yikang Shen

Zhiqing Sun

...

2024/1/30

Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward

arXiv preprint arXiv:2404.01258

Ruohong Zhang

Liangke Gui

Zhiqing Sun

Yihao Feng

Keyang Xu

...

2024/4/1

SALMON: Self-Alignment with Principle-Following Reward Models

International Conference on Learning Representations (ICLR)

Zhiqing Sun

Yikang Shen

Hongxin Zhang

Qinhong Zhou

Zhenfang Chen

...

2024/1/16

Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision

arXiv preprint arXiv:2403.09472

Zhiqing Sun

Longhui Yu

Yikang Shen

Weiyang Liu

Yiming Yang

...

2024/3/14

HaluEval-Wild: Evaluating Hallucinations of Language Models in the Wild

arXiv preprint arXiv:2403.04307

Zhiying Zhu

Zhiqing Sun

Yiming Yang

2024/3/7

Accelerating Diffusion-based Combinatorial Optimization Solvers by Progressive Distillation

arXiv preprint arXiv:2308.06644

Junwei Huang

Zhiqing Sun

Yiming Yang

2023/8/12

Recitation-Augmented Language Models

arXiv preprint arXiv:2210.01296

Zhiqing Sun

Xuezhi Wang

Yi Tay

Yiming Yang

Denny Zhou

2022/10/4

Active Retrieval Augmented Generation

EMNLP 2023

Zhengbao Jiang

Frank F Xu

Luyu Gao

Zhiqing Sun

Qian Liu

...

2023/5/11

Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision

Advances in Neural Information Processing Systems

Zhiqing Sun

Yikang Shen

Qinhong Zhou

Hongxin Zhang

Zhenfang Chen

...

2024/2/13

DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization

Advances in Neural Information Processing Systems

Zhiqing Sun

Yiming Yang

2024/2/13

Aligning Large Multimodal Models with Factually Augmented RLHF

arXiv preprint arXiv:2309.14525

Zhiqing Sun*

Sheng Shen*

Shengcao Cao*

Haotian Liu

Chunyuan Li

...

2023/9/25

A Neural PDE Solver with Temporal Stencil Modeling

Zhiqing Sun

Yiming Yang

Shinjae Yoo

2023/7/3

Bloom: A 176b-parameter open-access multilingual language model

Teven Le Scao

Angela Fan

Christopher Akiki

Ellie Pavlick

Suzana Ilić

...

2023/11/20

DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems

Advances in Neural Information Processing Systems

Ruizhong Qiu

Zhiqing Sun

Yiming Yang

2022/12/6

Sparse Attention with Learning to Hash

Zhiqing Sun

Yiming Yang

Shinjae Yoo

2021/10/6

Promptsource: An integrated development environment and repository for natural language prompts

arXiv preprint arXiv:2202.01279

Stephen H Bach

Victor Sanh

Zheng-Xin Yong

Albert Webson

Colin Raffel

...

2022/2/2

Rethinking Transformer-based Set Prediction for Object Detection

Zhiqing Sun

Shengcao Cao

Yiming Yang

Kris M Kitani

2021

Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning

Xiaoran Xu

Wei Feng

Yunsheng Jiang

Xiaohui Xie

Zhiqing Sun

...

2019/9/25

See List of Professors in Zhiqing Sun University(Carnegie Mellon University)

Co-Authors

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