Publications

See Google Scholar for a complete list. (* Equal contribution, † Corresponding author)

Citations> 9000 Papers> 37 Top-1 Cited> 3700
2026
VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction
Sinan Du, Jiahao Guo, Bo Li, Shuhao Cui, Zhengzhuo Xu, Yuchuan Luo, Yongxian Wei, Kun Gai, Xinggang Wang, Kai Wu, Chun Yuan
CVPR 2 citations Paper arXiv
2025
Skyreels-a1: Expressive portrait animation in video diffusion transformers
Di Qiu, Zhengcong Fei, Rui Wang, Jianjun Bai, Changqian Yu, Mingyuan Fan, Guibin Chen, Xiang Wen
arXiv 31 citations Paper arXiv
Ingredients: Blending Custom Photos with Video Diffusion Transformers
Zhengcong Fei, Debang Li, Di Qiu, Changqian Yu, Mingyuan Fan
arXiv 8 citations Paper arXiv
FutureNet-LOF: Joint trajectory prediction and lane occupancy field prediction with future context encoding
Mingkun Wang, Xiaoguang Ren, Ruochun Jin, Minglong Li, Xiaochuan Zhang, Changqian Yu, Mingxu Wang, Wenjing Yang
ICRA 11 citations Paper
2024
Scaling Diffusion Transformers to 16 Billion Parameters
Scaling Diffusion Transformers to 16 Billion Parameters
Zhengcong Fei, Mingyuan Fan, Changqian Yu, Debang Li, Junshi Huang
arXiv arXiv Code
Scalable Diffusion Models with State Space Backbone
Scalable Diffusion Models with State Space Backbone
Zhengcong Fei, Mingyuan Fan, Changqian Yu, Junshi Huang
arXiv arXiv Code
Video diffusion transformers are in-context learners
Zhengcong Fei, Di Qiu, Debang Li, Changqian Yu, Mingyuan Fan
arXiv 7 citations Paper arXiv
Semantic segmentation via pixel‐to‐center similarity calculation
Dongyue Wu, Zilin Guo, Aoyan Li, Changqian Yu, Nong Sang, Changxin Gao
CAAI TIT 8 citations Paper
Sctnet: Single-branch cnn with transformer semantic information for real-time segmentation
Zhengze Xu, Dongyue Wu, Changqian Yu, Xiangxiang Chu, Nong Sang, Changxin Gao
AAAI 179 citations Paper
Plip: Language-image pre-training for person representation learning
Changxin Gao, Jiahao Hong, Nong Sang, Jingdong Wang, Changqian Yu, Feng Zhang, Hanyu Zhou, Jialong Zuo
NeurIPS 95 citations Paper
Moviecharacter: A tuning-free framework for controllable character video synthesis
arXiv 10 citations
Flux that plays music
Zhengcong Fei, Mingyuan Fan, Changqian Yu, Junshi Huang
arXiv 30 citations Paper arXiv
Dimba: Transformer-mamba diffusion models
Zhengcong Fei, Mingyuan Fan, Changqian Yu, Debang Li, Youqiang Zhang, Junshi Huang
arXiv 55 citations Paper arXiv
Diffusion-rwkv: Scaling rwkv-like architectures for diffusion models
Zhengcong Fei, Mingyuan Fan, Changqian Yu, Debang Li, Junshi Huang
arXiv 54 citations Paper arXiv
2023
Hybrid motion representation learning for prediction from raw sensor data
Depu Meng, Changqian Yu, Jiajun Deng, Deheng Qian, Houqiang Li, Dongchun Ren
IEEE TMM 7 citations Paper
Conditional boundary loss for semantic segmentation
Dongyue Wu, Zilin Guo, Aoyan Li, Changqian Yu, Changxin Gao, Nong Sang
IEEE TIP 55 citations Paper
2022
GANet: Goal Area Network for Motion Forecasting
Mingkun Wang, Xinge Zhu, Changqian Yu, Wei Li, Yuexin Ma, Ruochun Jin, Xiaoguang Ren, Dongchun Ren, Mingxu Wang, Wenjing Yang
ICRA 148 citations Paper
Efficient video segmentation models with per-frame inference
Yifan Liu, Chunhua Shen, Changqian Yu, Jingdong Wang
arXiv 3 citations Paper arXiv
D2T: A framework for transferring detection to tracking
Huai Qin, Changqian Yu, Changxin Gao, Nong Sang
PR 4 citations Paper
Core: Consistent representation learning for face forgery detection
Yunsheng Ni, Depu Meng, Changqian Yu, Chengbin Quan, Dongchun Ren, Youjian Zhao
CVPRW 172 citations Paper
Aggregating region context information for semantic segmentation
Zilin Guo, Dongyue Wu, Zhang Qiang, Nong Sang, Changqian Yu, Changxin Gao
ICGIP Paper
2021
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation
Changqian Yu, Changxin Gao†, Jingbo Wang, Gang Yu, Chunhua Shen, Nong Sang
IJCV ESI Highly Cited Paper 1900+ citations Paper arXiv Code
Lite-HRNet: A Lightweight High-Resolution Network
Lite-HRNet: A Lightweight High-Resolution Network
Changqian Yu, Bin Xiao, Changxin Gao, Lu Yuan, Lei Zhang, Nong Sang, Jingdong Wang
CVPR 600+ citations Paper arXiv Code
Pose-guided hierarchical semantic decomposition and composition for human parsing
Beibei Yang, Changqian Yu, Jin-Gang Yu, Changxin Gao, Nong Sang
IEEE TCYB 13 citations Paper
CondNet: Conditional classifier for scene segmentation
Changqian Yu, Yuanjie Shao, Changxin Gao, Nong Sang
IEEE SPL 19 citations Paper arXiv
CSENet: Cascade semantic erasing network for weakly-supervised semantic segmentation
Jiahui Liu, Changqian Yu, Beibei Yang, Changxin Gao, Nong Sang
Neurocomputing 11 citations Paper
Attribute-specific control units in stylegan for fine-grained image manipulation
Rui Wang, Jian Chen, Gang Yu, Li Sun, Changqian Yu, Changxin Gao, Nong Sang
ACM MM 18 citations Paper arXiv
2020
Representative Graph Neural Network
Changqian Yu, Yifan Liu, Changxin Gao, Chunhua Shen, Nong Sang
ECCV 52 citations Paper
GTNet: Generative Transfer Network for Zero-Shot Object Detection
Shizhen Zhao, Changxin Gao, Yuanjie Shao, Lerenhan Li, Changqian Yu, Zhong Ji, Nong Sang
AAAI 64 citations Paper
Efficient Semantic Video Segmentation with Per-frame Inference
Yifan Liu, Chunhua Shen, Changqian Yu, Jingdong Wang
ECCV 193 citations Paper
Context Prior for Scene Segmentation
Changqian Yu, Jingbo Wang, Changxin Gao, Gang Yu, Chunhua Shen, Nong Sang
CVPR 354 citations Paper
2019
Graph-based scale-aware network for human parsing
Beibei Yang, Changqian Yu, Jiahui Liu, Changxin Gao, Nong Sang
PRCV 2 citations Paper
An end-to-end network for panoptic segmentation
Huanyu Liu, Chao Peng, Changqian Yu, Jingbo Wang, Xu Liu, Gang Yu, Wei Jiang
CVPR 208 citations Paper
2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
Changqian Yu*, Jingbo Wang*, Chao Peng, Changxin Gao†, Gang Yu, Nong Sang
ECCV ECCV 2018 Top-10 Influential Papers 3700+ citations Paper arXiv Code
Learning a Discriminative Feature Network for Semantic Segmentation
Learning a Discriminative Feature Network for Semantic Segmentation
Changqian Yu, Jingbo Wang, Chao Peng, Changxin Gao, Gang Yu, Nong Sang
CVPR 1000+ citations Paper arXiv Code
Spatially Attentive Correlation Filters for Visual Tracking
Huai Qin, Zhixiong Pi, Changqian Yu, Changxin Gao, Jin-Gang Yu, Nong Sang
ICIP Paper
Center-Level Verification Model for Person Re-identification
Ruochen Zheng, Yang Chen, Changqian Yu, Chuchu Han, Changxin Gao, Nong Sang
PRCV 1 citations Paper