Lanqing HONG

Lanqing HONG

National University of Singapore

H-index: 21

Asia-Singapore

About Lanqing HONG

Lanqing HONG, With an exceptional h-index of 21 and a recent h-index of 21 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of Industrial Statistics, Deep Learning, Neuromorphic Computing.

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

Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment

Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases

CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs

DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception

Eyes closed, safety on: Protecting multimodal llms via image-to-text transformation

G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection

DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models

Continual Learning by Modeling Intra-Class Variation

Lanqing HONG Information

University

Position

___

Citations(all)

1302

Citations(since 2020)

1285

Cited By

130

hIndex(all)

21

hIndex(since 2020)

21

i10Index(all)

31

i10Index(since 2020)

31

Email

University Profile Page

National University of Singapore

Google Scholar

View Google Scholar Profile

Lanqing HONG Skills & Research Interests

Industrial Statistics

Deep Learning

Neuromorphic Computing

Top articles of Lanqing HONG

Title

Journal

Author(s)

Publication Date

Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment

arXiv preprint arXiv:2405.00557

Zhili Liu

Yunhao Gou

Kai Chen

Lanqing Hong

Jiahui Gao

...

2024/5/1

Automated Evaluation of Large Vision-Language Models on Self-driving Corner Cases

arXiv preprint arXiv:2404.10595

Yanze Li

Wenhua Zhang

Kai Chen

Yanxin Liu

Pengxiang Li

...

2024/4/16

CVT-xRF: Contrastive In-Voxel Transformer for 3D Consistent Radiance Fields from Sparse Inputs

Yingji Zhong

Lanqing Hong

Zhenguo Li

Dan Xu

2024/3/25

DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception

Yibo Wang

Ruiyuan Gao

Kai Chen

Kaiqiang Zhou

Yingjie Cai

...

2024/3/20

Eyes closed, safety on: Protecting multimodal llms via image-to-text transformation

arXiv preprint arXiv:2403.09572

Yunhao Gou

Kai Chen

Zhili Liu

Lanqing Hong

Hang Xu

...

2024/3/14

G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection

arXiv preprint arXiv:2402.04672

Fan Wu

Jinling Gao

Lanqing Hong

Xinbing Wang

Chenghu Zhou

...

2024/2/7

DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models

International Conference on Computer Vision (ICCV)

Ruiyuan Gao

Chenchen Zhao

Lanqing Hong

Qiang Xu

2023/8/15

Continual Learning by Modeling Intra-Class Variation

Transactions on Machine Learning Research (arXiv preprint arXiv:2210.05398)

Longhui Yu

Tianyang Hu

Lanqing Hong

Zhen Liu

Adrian Weller

...

2023

Animate124: Animating one image to 4d dynamic scene

arXiv preprint arXiv:2311.14603

Yuyang Zhao

Zhiwen Yan

Enze Xie

Lanqing Hong

Zhenguo Li

...

2023/11/24

DDP: Diffusion model for dense visual prediction

IEEE International Conference on Computer Vision (ICCV)

Yuanfeng Ji

Zhe Chen

Enze Xie

Lanqing Hong

Xihui Liu

...

2023/3/30

Boosting visual-language models by exploiting hard samples

arXiv preprint arXiv:2305.05208

Haonan Wang

Minbin Huang

Runhui Huang

Lanqing Hong

Hang Xu

...

2023/5/9

SERF: Fine-Grained Interactive 3D Segmentation and Editing with Radiance Fields

arXiv preprint arXiv:2312.15856

Kaichen Zhou

Lanqing Hong

Enze Xie

Yongxin Yang

Zhenguo Li

...

2023/12/26

DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation

Advances in Neural Information Processing Systems

Shentong Mo

Enze Xie

Ruihang Chu

Lanqing Hong

Matthias Niessner

...

2024/2/13

GEODIFFUSION: TEXT-PROMPTED GEOMETRIC CON-TROL FOR OBJECT DETECTION DATA GENERATION

Kai Chen

Enze Xie

Zhe Chen

Yibo Wang

Lanqing Hong

...

2023

Gaining wisdom from setbacks: Aligning large language models via mistake analysis

arXiv preprint arXiv:2310.10477

Kai Chen

Chunwei Wang

Kuo Yang

Jianhua Han

Lanqing Hong

...

2023/10/16

ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive Learning

Hao Yang

Lanqing Hong

Aoxue Li

Tianyang Hu

Zhenguo Li

...

2023

MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation

arXiv preprint arXiv:2304.09801

Chongjian Ge

Junsong Chen

Enze Xie

Zhongdao Wang

Lanqing Hong

...

2023/4/19

Mixture of cluster-conditional lora experts for vision-language instruction tuning

arXiv preprint arXiv:2312.12379

Yunhao Gou

Zhili Liu

Kai Chen

Lanqing Hong

Hang Xu

...

2023/12/19

Integrating geometric control into text-to-image diffusion models for high-quality detection data generation via text prompt

Kai Chen

Enze Xie

Zhe Chen

Lanqing Hong

Zhenguo Li

...

2023/6/7

Metabev: Solving sensor failures for 3d detection and map segmentation

Chongjian Ge

Junsong Chen

Enze Xie

Zhongdao Wang

Lanqing Hong

...

2023

See List of Professors in Lanqing HONG University(National University of Singapore)

Co-Authors

H-index: 114
Jiashi Feng

Jiashi Feng

National University of Singapore

H-index: 75
Jun Zhu

Jun Zhu

Tsinghua University

H-index: 39
Zhisheng YE

Zhisheng YE

National University of Singapore

H-index: 32
Zhen Fan

Zhen Fan

South China Normal University

H-index: 24
Chongxuan Li

Chongxuan Li

Tsinghua University

H-index: 14
Matthias HY Tan

Matthias HY Tan

City University of Hong Kong

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