Junshi Huang

62 papers A* 20Journal 37Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
LEViT: Locally Enhanced Vision Transformer for Efficient Object Re-Identification.
IEEE Trans. Multim.
Shenqi Lai, Yuhui Wang, Mingyuan Fan, Junshi Huang, Haifeng Liu, Deng Cai, Xueming Qian, Yaxiong Wang
2026 J jnl
Meta-TTRL: A Metacognitive Framework for Self-Improving Test-Time Reinforcement Learning in Unified Multimodal Models.
CoRR
Lit Sin Tan, Junzhe Chen, Xiaolong Fu, Lichen Ma, Junshi Huang, Jianzhong Shi, Yan Li, Lijie Wen
2026 A* conf
UM-Text: A Unified Multimodal Model for Image Understanding and Visual Text Editing.
AAAI
Lichen Ma, Xiaolong Fu, Gaojing Zhou, Zipeng Guo, Ting Zhu, Yichun Liu, Yu Shi, Jason Li, Junshi Huang
2026 J jnl
UM-Text: A Unified Multimodal Model for Image Understanding and Visual Text Editing.
CoRR
Lichen Ma, Xiaolong Fu, Gaojing Zhou, Zipeng Guo, Ting Zhu, Yichun Liu, Yu Shi, Jason Li, Junshi Huang
2025 J jnl
Dynamic-TreeRPO: Breaking the Independent Trajectory Bottleneck with Structured Sampling.
CoRR
Xiaolong Fu, Lichen Ma, Zipeng Guo, Gaojing Zhou, Chongxiao Wang, ShiPing Dong, Shizhe Zhou, Ximan Liu, Jingling Fu, Tan Lit Sin, Yu Shi, Zhen Chen, Junshi Huang, Jason Li
2025 J jnl
JoyGen: Audio-Driven 3D Depth-Aware Talking-Face Video Editing.
CoRR
Qili Wang, Dajiang Wu, Zihang Xu, Junshi Huang, Jun Lv
2025 J jnl
RePainter: Empowering E-commerce Object Removal via Spatial-matting Reinforcement Learning.
CoRR
Zipeng Guo, Lichen Ma, Xiaolong Fu, Gaojing Zhou, Lan Yang, Yuchen Zhou, Linkai Liu, Yu He, Ximan Liu, ShiPing Dong, Jingling Fu, Zhen Chen, Yu Shi, Junshi Huang, Jason Li, Chao Gou
2025 J jnl
Unpaired Image-Text Matching via Multimodal Aligned Conceptual Knowledge.
IEEE Trans. Pattern Anal. Mach. Intell.
Yan Huang, Yuming Wang, Yunan Zeng, Junshi Huang, Zhenhua Chai, Liang Wang
2024 J jnl
Contrastive Open-Set Active Learning-Based Sample Selection for Image Classification.
IEEE Trans. Image Process.
Zizheng Yan, Delian Ruan, Yushuang Wu, Junshi Huang, Zhenhua Chai, Xiaoguang Han, Shuguang Cui, Guanbin Li
2024 J jnl
Diffusion-RWKV: Scaling RWKV-Like Architectures for Diffusion Models.
CoRR
Zhengcong Fei, Mingyuan Fan, Changqian Yu, Debang Li, Junshi Huang
2024 J jnl
Dimba: Transformer-Mamba Diffusion Models.
CoRR
Zhengcong Fei, Mingyuan Fan, Changqian Yu, Debang Li, Youqiang Zhang, Junshi Huang
2024 J jnl
FLUX that Plays Music.
CoRR
Zhengcong Fei, Mingyuan Fan, Changqian Yu, Junshi Huang
2024 J jnl
Music Consistency Models.
CoRR
Zhengcong Fei, Mingyuan Fan, Junshi Huang
2024 J jnl
Particle erosion in 90-Degree elbow pipe of pneumatic conveying System: Simulation and validation.
Comput. Electron. Agric.
Junshi Huang, Jianping Wen, Hong Li, Yuwen Xia, Shen Tan, Huaiguo Xiao, Wumao Duan, Jie Hu
2024 J jnl
Scalable Diffusion Models with State Space Backbone.
CoRR
Zhengcong Fei, Mingyuan Fan, Changqian Yu, Junshi Huang
2024 J jnl
Scaling Diffusion Transformers to 16 Billion Parameters.
CoRR
Zhengcong Fei, Mingyuan Fan, Changqian Yu, Debang Li, Junshi Huang
2024 A* conf
Tuning-Free Inversion-Enhanced Control for Consistent Image Editing.
AAAI
Xiaoyue Duan, Shuhao Cui, Guoliang Kang, Baochang Zhang, Zhengcong Fei, Mingyuan Fan, Junshi Huang
2023 J jnl
A-JEPA: Joint-Embedding Predictive Architecture Can Listen.
CoRR
Zhengcong Fei, Mingyuan Fan, Junshi Huang
2023 A* conf
Bridging Search Region Interaction with Template for RGB-T Tracking.
CVPR
Tianrui Hui, Zizheng Xun, Fengguang Peng, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Jiao Dai, Jizhong Han, Si Liu
2023 J jnl
DiT: Efficient Vision Transformers with Dynamic Token Routing.
CoRR
Yuchen Ma, Zhengcong Fei, Junshi Huang
2023 A* conf
Divide and Adapt: Active Domain Adaptation via Customized Learning.
CVPR
Duojun Huang, Jichang Li, Weikai Chen, Junshi Huang, Zhenhua Chai, Guanbin Li
2023 J jnl
Divide and Adapt: Active Domain Adaptation via Customized Learning.
CoRR
Duojun Huang, Jichang Li, Weikai Chen, Junshi Huang, Zhenhua Chai, Guanbin Li
2023 — conf
Dual Path Network for Cross-view Geo-Localization.
UAVM
Leyi Dong, Yuhui Wang, Junshi Huang, Xueming Qian, Mingyuan Fan, Shenqi Lai
2023 J jnl
EfficientRep: An Efficient Repvgg-style ConvNets with Hardware-aware Neural Network Design.
CoRR
Kaiheng Weng, Xiangxiang Chu, Xiaoming Xu, Junshi Huang, Xiaoming Wei
2023 A* conf
Enriching Phrases with Coupled Pixel and Object Contexts for Panoptic Narrative Grounding.
IJCAI
Tianrui Hui, Zihan Ding, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Jiao Dai, Jizhong Han, Si Liu
2023 J jnl
Enriching Phrases with Coupled Pixel and Object Contexts for Panoptic Narrative Grounding.
CoRR
Tianrui Hui, Zihan Ding, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Jiao Dai, Jizhong Han, Si Liu
2023 A* conf
Gradient-Free Textual Inversion.
ACM Multimedia
Zhengcong Fei, Mingyuan Fan, Junshi Huang
2023 J jnl
Gradient-Free Textual Inversion.
CoRR
Zhengcong Fei, Mingyuan Fan, Junshi Huang
2023 A* conf
Incorporating Unlikely Negative Cues for Distinctive Image Captioning.
IJCAI
Zhengcong Fei, Junshi Huang
2023 A* conf
Masked Auto-Encoders Meet Generative Adversarial Networks and Beyond.
CVPR
Zhengcong Fei, Mingyuan Fan, Li Zhu, Junshi Huang, Xiaoming Wei, Xiaolin Wei
2023 — conf
NTIRE 2023 Challenge on 360° Omnidirectional Image and Video Super-Resolution: Datasets, Methods and Results.
CVPR Workshops
Mingdeng Cao, Chong Mou, Fanghua Yu, Xintao Wang, Yinqiang Zheng, Jian Zhang, Chao Dong, Gen Li, Ying Shan, Radu Timofte, Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Xuhan Sheng, Bin Chen, Haoyu Ma, Ming Cheng, Shijie Zhao, Wanwan Cui, Tianyu Xu, Chunyang Li, Long Bao, Heng Sun, Huaibo Huang, Xiaoqiang Zhou, Yuang Ai, Ran He, Renlong Wu, Yi Yang, Zhilu Zhang, Shuohao Zhang, Junyi Li, Yunjin Chen, Dongwei Ren, Wangmeng Zuo, Qian Wang, Hao-Hsiang Yang, Yi-Chung Chen, Zhi-Kai Huang, Wei-Ting Chen, Yuan-Chun Chiang, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Zebin Zhang, Jiaqi Zhang, Yuhui Wang, Shuhao Cui, Junshi Huang, Li Zhu, Shuman Tian, Wei Yu, Bingchun Luo
2023 — conf
NTIRE 2023 Image Shadow Removal Challenge Report.
CVPR Workshops
Florin-Alexandru Vasluianu, Tim Seizinger, Radu Timofte, Shuhao Cui, Junshi Huang, Shuman Tian, Mingyuan Fan, Jiaqi Zhang, Li Zhu, Xiaoming Wei, Xiaolin Wei, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Xiaoyi Dong, Xi Sheryl Zhang, Chenghua Li, Cong Leng, Woon-Ha Yeo, Wang-Taek Oh, Yeoreum Lee, Han-Cheol Ryu, Jinting Luo, Chengzhi Jiang, Mingyan Han, Qi Wu, Wenjie Lin, Lei Yu, Xinpeng Li, Ting Jiang, Haoqiang Fan, Shuaicheng Liu, Shuning Xu, Binbin Song, Xiangyu Chen, Shile Zhang, Jiantao Zhou, Zhao Zhang, Suiyi Zhao, Huan Zheng, Yangcheng Gao, Yanyan Wei, Bo Wang, Jiahuan Ren, Yan Luo, Yuki Kondo, Riku Miyata, Fuma Yasue, Taito Naruki, Norimichi Ukita, Hua-En Chang, Hao-Hsiang Yang, Yi-Chung Chen, Yuan-Chun Chiang, Zhi-Kai Huang, Wei-Ting Chen, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Xianwei Li, Huiyuan Fu, Chunlin Liu, Huadong Ma, Binglan Fu, Huiming He, Mengjia Wang, Wenxuan She, Yu Liu, Sabari Nathan, Priya Kansal, Zhongjian Zhang, Huabin Yang, Yan Wang, Yanru Zhang, Shruti S. Phutke, Ashutosh Kulkarni, Md Raqib Khan, Subrahmanyam Murala, Santosh Kumar Vipparthi, Heng Ye, Zixi Liu, Xingyi Yang, Songhua Liu, Yinwei Wu, Yongcheng Jing, Qianhao Yu, Naishan Zheng, Jie Huang, Yuhang Long, Mingde Yao, Feng Zhao, Bowen Zhao, Nan Ye, Ning Shen, Yanpeng Cao, Tong Xiong, Weiran Xia, Dingwen Li, Shuchen Xia
2023 — conf
Pyramid Ensemble Structure for High Resolution Image Shadow Removal.
CVPR Workshops
Shuhao Cui, Junshi Huang, Shuman Tian, Mingyuan Fan, Jiaqi Zhang, Li Zhu, Xiaoming Wei, Xiaolin Wei
2023 J jnl
Tuning-Free Inversion-Enhanced Control for Consistent Image Editing.
CoRR
Xiaoyue Duan, Shuhao Cui, Guoliang Kang, Baochang Zhang, Zhengcong Fei, Mingyuan Fan, Junshi Huang
2023 A* conf
Uncertainty-Aware Image Captioning.
AAAI
Zhengcong Fei, Mingyuan Fan, Li Zhu, Junshi Huang, Xiaoming Wei, Xiaolin Wei
2022 — conf
Adaptive Spatial-BCE Loss for Weakly Supervised Semantic Segmentation.
ECCV (29)
Tong Wu, Guangyu Gao, Junshi Huang, Xiaolin Wei, Xiaoming Wei, Chi Harold Liu
2022 J jnl
Efficient Modeling of Future Context for Image Captioning.
CoRR
Zhengcong Fei, Junshi Huang, Xiaoming Wei, Xiaolin Wei
2022 A* conf
Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation.
CVPR
Zihan Ding, Tianrui Hui, Junshi Huang, Xiaoming Wei, Jizhong Han, Si Liu
2022 J jnl
Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation.
CoRR
Zihan Ding, Tianrui Hui, Junshi Huang, Xiaoming Wei, Jizhong Han, Si Liu
2022 J jnl
Meta-Ensemble Parameter Learning.
CoRR
Zhengcong Fei, Shuman Tian, Junshi Huang, Xiaoming Wei, Xiaolin Wei
2022 A* conf
PPMN: Pixel-Phrase Matching Network for One-Stage Panoptic Narrative Grounding.
ACM Multimedia
Zihan Ding, Zi-han Ding, Tianrui Hui, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Si Liu
2022 J jnl
PPMN: Pixel-Phrase Matching Network for One-Stage Panoptic Narrative Grounding.
CoRR
Zihan Ding, Zi-han Ding, Tianrui Hui, Junshi Huang, Xiaoming Wei, Xiaolin Wei, Si Liu
2022 J jnl
Progressive Denoising Model for Fine-Grained Text-to-Image Generation.
CoRR
Zhengcong Fei, Mingyuan Fan, Junshi Huang, Xiaoming Wei, Xiaolin Wei
2022 J jnl
Uncertainty-Aware Image Captioning.
CoRR
Zhengcong Fei, Mingyuan Fan, Li Zhu, Junshi Huang, Xiaoming Wei, Xiaolin Wei
2021 A* conf
Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation.
CVPR
Tong Wu, Junshi Huang, Guangyu Gao, Xiaoming Wei, Xiaolin Wei, Xuan Luo, Chi Harold Liu
2021 J jnl
Rethinking BiSeNet For Real-time Semantic Segmentation.
CoRR
Mingyuan Fan, Shenqi Lai, Junshi Huang, Xiaoming Wei, Zhenhua Chai, Junfeng Luo, Xiaolin Wei
2021 A* conf
Rethinking BiSeNet for Real-Time Semantic Segmentation.
CVPR
Mingyuan Fan, Shenqi Lai, Junshi Huang, Xiaoming Wei, Zhenhua Chai, Junfeng Luo, Xiaolin Wei
2018 J jnl
Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment.
IEEE Trans. Pattern Anal. Mach. Intell.
Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Xi Zhou, Shuicheng Yan
2017 A* conf
More is Less: A More Complicated Network with Less Inference Complexity.
CVPR
Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan
2017 J jnl
More is Less: A More Complicated Network with Less Inference Complexity.
CoRR
Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan
2016 J jnl
Clothes Co-Parsing Via Joint Image Segmentation and Labeling With Application to Clothing Retrieval.
IEEE Trans. Multim.
Xiaodan Liang, Liang Lin, Wei Yang, Ping Luo, Junshi Huang, Shuicheng Yan
2016 J jnl
HCP: A Flexible CNN Framework for Multi-Label Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Yunchao Wei, Wei Xia, Min Lin, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, Shuicheng Yan
2015 A* conf
Cross-Domain Image Retrieval with a Dual Attribute-Aware Ranking Network.
ICCV
Junshi Huang, Rogério Schmidt Feris, Qiang Chen, Shuicheng Yan
2015 J jnl
Cross-domain Image Retrieval with a Dual Attribute-aware Ranking Network.
CoRR
Junshi Huang, Rogério Schmidt Feris, Qiang Chen, Shuicheng Yan
2015 A* conf
Deep domain adaptation for describing people based on fine-grained clothing attributes.
CVPR
Qiang Chen, Junshi Huang, Rogério Schmidt Feris, Lisa M. Brown, Jian Dong, Shuicheng Yan
2014 J jnl
CNN: Single-label to Multi-label.
CoRR
Yunchao Wei, Wei Xia, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, Shuicheng Yan
2014 J jnl
Circle & Search: Attribute-Aware Shoe Retrieval.
ACM Trans. Multim. Comput. Commun. Appl.
Junshi Huang, Si Liu, Junliang Xing, Tao Mei, Shuicheng Yan
2014 A* conf
Deep Search with Attribute-aware Deep Network.
ACM Multimedia
Junshi Huang, Wei Xia, Shuicheng Yan
2014 J jnl
Fashion Parsing With Weak Color-Category Labels.
IEEE Trans. Multim.
Si Liu, Jiashi Feng, Csaba Domokos, Hui Xu, Junshi Huang, Zhenzhen Hu, Shuicheng Yan
2014 A* conf
Towards Multi-view and Partially-Occluded Face Alignment.
CVPR
Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Shuicheng Yan
2013 A* conf
Towards efficient sparse coding for scalable image annotation.
ACM Multimedia
Junshi Huang, Hairong Liu, Jialie Shen, Shuicheng Yan
2011 A* conf
Cross Domain Random Walk for Query Intent Pattern Mining from Search Engine Log.
ICDM
Siyu Gu, Jun Yan, Lei Ji, Shuicheng Yan, Junshi Huang, Ning Liu, Ying Chen, Zheng Chen