Yue Liao 廖越

Post-Doctoral Fellow, MMLab
The Chinese University of Hong Kong

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Yue Liao

Bio

I am currently a Post-doctoral Fellow at the MMLab, The Chinese University of Hong Kong, under the supervision of Prof. Hongsheng Li. I completed my PhD at Beihang University (BUAA) in 2023, where I was supervised by Prof. Si Liu. Prior to my PhD, I gained valuable industry experience as a Research Intern at Alibaba Group and SenseTime Ltd. I pursued my Master's degree at the University of Chinese Academy of Sciences (UCAS), under the guidance of Prof. Si Liu. I obtained my Bachelor's degree from Northeastern University, China.

My research interests include Multi-modality understanding and Embodied AI.

Latest News

Publications

VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection

Songhao Han, Wei Huang, Hairong Shi, Le Zhuo, Xiu Su, Shifeng Zhang, Xu Zhou, Xiaojuan Qi, Yue Liao†, Si Liu

CVPR 2025

Paper Code

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation

Fangxun Shu*, Yue Liao*, Le Zhuo, Chenning Xu, Lei Zhang, Guanghao Zhang, Haonan Shi, Long Chen, Tao Zhong, Wanggui He, Siming Fu, Haoyuan Li, Bolin Li, Zhelun Yu, Si Liu, Hongsheng Li, Hao Jiang

ICLR 2025

Paper Code

MC-MoE: Mixture Compressor for Mixture-of-Experts LLMs Gains More

Wei Huang*, Yue Liao*, Jianhui Liu, Ruifei He, Haoru Tan, Shiming Zhang, Hongsheng Li, Si Liu, Xiaojuan Qi

ICLR 2025

Paper Code

Towards Realistic UAV Vision-Language Navigation: Platform, Benchmark, and Methodology

Xiangyu Wang, Donglin Yang, Ziqin Wang, Hohin Kwan, Jinyu Chen, Wenjun Wu, Hongsheng Li, Yue Liao†, Si Liu

ICLR 2025

Paper Code

Anchor3DLane++: 3D Lane Detection via Sample-Adaptive Sparse 3D Anchor Regression

Shaofei Huang, Zhenwei Shen, Zehao Huang, Yue Liao, Jizhong Han, Naiyan Wang, Si Liu

IEEE TPAMI 2025

Paper Code

LaMI-DETR: Open-Vocabulary Detection with Language Model Instruction

Penghui Du, Yu Wang, Yifan Sun, Luting Wang, Yue Liao, Gang Zhang, Errui Ding, Yan Wang, Jingdong Wang, Si Liu

ECCV 2024

Paper Code

Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation

Hairong Shi, Songhao Han, Shaofei Huang, Yue Liao, Guanbin Li, Xiangxing Kong, Hua Zhu, Xiaomu Wang, Si Liu

MICCAI 2024

Paper Code

PPDM++: Parallel Point Detection and Matching for Fast and Accurate HOI Detection

Yue Liao, Si Liu, Yulu Gao, Aixi Zhang, Zhimin Li, Fei Wang, Bo Li

IEEE TPAMI 2024

Paper Code

MAC: Masked Contrastive Pre-Training for Efficient Video-Text Retrieval

Fangxun Shu, Biaolong Chen, Yue Liao†, Jinqiao Wang, Si Liu

IEEE TMM 2024

Paper

DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation

Qiaosong Qi, Le Zhuo, Aixi Zhang, Yue Liao, Fei Fang, Si Liu, Shuicheng Yan

ACM MM 2023

Paper

Video Background Music Generation: Dataset, Method and Evaluation

Le Zhuo, Zhaokai Wang, Baisen Wang, Yue Liao†, Chenxi Bao, Stanley Peng, Songhao Han, Aixi Zhang, Fei Fang, Si Liu

ICCV 2023

Paper Code

Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection

Luting Wang, Yi Liu, Penghui Du, Zihan Ding, Yue Liao†, Qiaosong Qi, Biaolong Chen, Si Liu

CVPR 2023

Paper Code

Simultaneously Training and Compressing Vision-and-Language Pre-Training Model

Qiaosong Qi, Aixi Zhang, Yue Liao†, Wenyu Sun, Yongliang Wang, Xiaobo Li, Si Liu

IEEE TMM 2023

Paper

HEAD: Hetero-Assists Distillation for Heterogeneous Object Detectors

Luting Wang, Xiaojie Li, Yue Liao†, Zeren Jiang, Jianlong Wu, Fei Wang, Chen Qian, Si Liu

ECCV 2022

Paper Code

GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection

Yue Liao, Aixi Zhang, Miao Lu, Yongliang Wang, Xiaobo Li, Si Liu

CVPR 2022

Paper Code

Human-Centric Relation Segmentation: Dataset and Solution

Si Liu, Zitian Wang, Yulu Gao, Lejian Ren, Yue Liao, Guanghui Ren, Bo Li, Shuicheng Yan

IEEE TPAMI 2022

Paper Dataset

Mining the Benefits of Two-stage and One-stage HOI Detection

Aixi Zhang*, Yue Liao*, Si Liu, Miao Lu, Yongliang Wang, Chen Gao, Xiaobo Li

NeurIPS 2021

Paper Code

Progressive Language-Customized Visual Feature Learning for One-Stage Visual Grounding

Yue Liao, Aixi Zhang, Zhiyuan Chen, Tianrui Hui, Si Liu

IEEE TIP 2022

Paper

Reformulating HOI Detection as Adaptive Set Prediction

Mingfei Chen*, Yue Liao*, Si Liu, Zhiyuan Chen, Fei Wang, Chen Qian

CVPR 2021

Paper Code

Human-Centric Spatio-Temporal Video Grounding With Visual Transformers

Zongheng Tang, Yue Liao, Si Liu, Guanbin Li, Xiaojie Jin, Hongxu Jiang, Qian Yu, Dong Xu

IEEE TCSVT 2021

Paper Code

Scene Graph Generation With Hierarchical Context

Guanghui Ren, Lejian Ren, Yue Liao, Si Liu, Bo Li, Jizhong Han, Shuicheng Yan

IEEE TNNLS 2021

Paper

Cross-Modal Omni Interaction Modeling for Phrase Grounding

Tianyu Yu, Tianrui Hui, Zhihao Yu, Yue Liao, Sansi Yu, Faxi Zhang, Si Liu

ACM MM 2020

Paper Code

Local Correlation Consistency for Knowledge Distillation

Xiaojie Li, Jianlong Wu, Hongyu Fang, Yue Liao, Fei Wang, Chen Qian

ECCV 2020

Paper

PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection

Yue Liao, Si Liu, Fei Wang, Yanjie Chen, Chen Qian, Jiashi Feng

CVPR 2020

Paper Code

A Real-Time Cross-modality Correlation Filtering Method for Referring Expression Comprehension

Yue Liao, Si Liu, Guanbin Li, Fei Wang, Yanjie Chen, Chen Qian, Bo Li

CVPR 2020

Paper

CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection

Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren, Chen Qian

CVPR 2020

Paper Code

GPS: Group People Segmentation with Detailed Part Inference

Yue Liao, Si Liu, Tianrui Hui, Chen Gao, Yao Sun, Hefei Ling, Bo Li

ICME 2019

Paper

Academic Services

Awards

Personal Interests

I avidly pursue sports, particularly tennis, basketball, and hiking, with a special admiration for iconic figures like Roger Federer and Kobe Bryant. Traveling is another passion of mine, as it broadens my horizons and deepens my understanding of diverse cultures and lifestyles.