Dawei Leng

According to our database, Dawei Leng authored at least 33 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

RPiAE: A Representation-Pivoted Autoencoder Enhancing Both Image Generation and Editing.

Yue Gong, Hongyu Li, Shanyuan Liu, Bo Cheng, Yuhang Ma, Liebucha Wu, Xiaoyu Wu, Manyuan Zhang, Dawei Leng, Yuhui Yin, Lijun Zhang

CoRR, March, 2026

AMLRIS: Alignment-aware Masked Learning for Referring Image Segmentation.

Tongfei Chen, Shuo Yang, Yuguang Yang, Linlin Yang, Runtang Guo, Changbai Li, He Long, Chunyu Xie, Dawei Leng, Baochang Zhang

CoRR, February, 2026

Generation-Augmented Generation: A Plug-and-Play Framework for Private Knowledge Injection in Large Language Models.

Rongji Li, Jian Xu, Xueqing Chen, Yisheng Yang, Jiayi Wang, Xingyu Chen, Chunyu Xie, Dawei Leng, Xu-Yao Zhang

CoRR, January, 2026

2025

EVTAR: End-to-End Try on with Additional Unpaired Visual Reference.

Liuzhuozheng Li, Yue Gong, Shanyuan Liu, Bo Cheng, Yuhang Ma, Liebucha Wu, Dengyang Jiang, Zanyi Wang, Dawei Leng, Yuhui Yin

CoRR, November, 2025

RzenEmbed: Towards Comprehensive Multimodal Retrieval.

Weijian Jian, Yajun Zhang, Dawei Liang, Chunyu Xie, Yixiao He, Dawei Leng, Yuhui Yin

CoRR, October, 2025

FG-CLIP 2: A Bilingual Fine-grained Vision-Language Alignment Model.

Chunyu Xie, Bin Wang, Fanjing Kong, Jincheng Li, Dawei Liang, Ji Ao, Dawei Leng, Yuhui Yin

CoRR, October, 2025

CTA-Flux: Integrating Chinese Cultural Semantics into High-Quality English Text-to-Image Communities.

Yue Gong, Shanyuan Liu, Liuzhuozheng Li, Jian Zhu, Bo Cheng, Liebucha Wu, Xiaoyu Wu, Yuhang Ma, Dawei Leng, Yuhui Yin

CoRR, August, 2025

NanoControl: A Lightweight Framework for Precise and Efficient Control in Diffusion Transformer.

Shanyuan Liu, Jian Zhu, Junda Lu, Yue Gong, Liuzhuozheng Li, Bo Cheng, Yuhang Ma, Liebucha Wu, Xiaoyu Wu, Dawei Leng, Yuhui Yin

CoRR, August, 2025

FLUX-Makeup: High-Fidelity, Identity-Consistent, and Robust Makeup Transfer via Diffusion Transformer.

Jian Zhu, Shanyuan Liu, Liuzhuozheng Li, Yue Gong, He Wang, Bo Cheng, Yuhang Ma, Liebucha Wu, Xiaoyu Wu, Dawei Leng, Yuhui Yin, Yang Xu

CoRR, August, 2025

NAMI: Efficient Image Generation via Progressive Rectified Flow Transformers.

Yuhang Ma, Bo Cheng, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Liebucha Wu, Dawei Leng, Yuhui Yin

CoRR, March, 2025

U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers.

Zhanjie Zhang, Ao Ma, Ke Cao, Jing Wang, Shanyuan Liu, Yuhang Ma, Bo Cheng, Dawei Leng, Yuhui Yin

CoRR, March, 2025

WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation.

Jing Wang, Ao Ma, Ke Cao, Jun Zheng, Zhanjie Zhang, Jiasong Feng, Shanyuan Liu, Yuhang Ma, Bo Cheng, Dawei Leng, Yuhui Yin, Xiaodan Liang

CoRR, March, 2025

RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers.

Ke Cao, Jing Wang, Ao Ma, Jiasong Feng, Zhanjie Zhang, Xuanhua He, Shanyuan Liu, Bo Cheng, Dawei Leng, Yuhui Yin, Jie Zhang

CoRR, February, 2025

FG-CLIP: Fine-Grained Visual and Textual Alignment.

Chunyu Xie, Bin Wang, Fanjing Kong, Jincheng Li, Dawei Liang, Gengshen Zhang, Dawei Leng, Yuhui Yin

Proceedings of the Forty-second International Conference on Machine Learning, 2025

PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task.

Jing Wang, Ao Ma, Jiasong Feng, Dawei Leng, Yuhui Yin, Xiaodan Liang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection.

Yuguang Yang, Tongfei Chen, Haoyu Huang, Linlin Yang, Chunyu Xie, Dawei Leng, Xianbin Cao, Baochang Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

LMM-Det: Make Large Multimodal Models Excel in Object Detection.

Jincheng Li, Chunyu Xie, Ji Ao, Dawei Leng, Yuhui Yin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models.

Runze He, Bo Cheng, Yuhang Ma, Qingxiang Jia, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Liebucha Wu, Dawei Leng, Yuhui Yin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities.

Bin Wang, Chunyu Xie, Dawei Leng, Yuhui Yin

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities.

Shanyuan Liu, Bo Cheng, Yuhang Ma, Liebucha Wu, Ao Ma, Xiaoyu Wu, Dawei Leng, Yuhui Yin

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Qihoo-T2X: An Efficiency-Focused Diffusion Transformer via Proxy Tokens for Text-to-Any-Task.

Jing Wang, Ao Ma, Jiasong Feng, Dawei Leng, Yuhui Yin, Xiaodan Liang

CoRR, 2024

FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance.

Jiasong Feng, Ao Ma, Jing Wang, Bo Cheng, Xiaodan Liang, Dawei Leng, Yuhui Yin

CoRR, 2024

HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation.

Bo Cheng, Yuhang Ma, Liebucha Wu, Shanyuan Liu, Ao Ma, Xiaoyu Wu, Dawei Leng, Yuhui Yin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Bridge Diffusion Model: bridge non-English language-native text-to-image diffusion model with English communities.

Shanyuan Liu, Dawei Leng, Yuhui Yin

CoRR, 2023

What Makes Good Open-Vocabulary Detector: A Disassembling Perspective.

Jincheng Li, Chunyu Xie, Xiaoyu Wu, Bin Wang, Dawei Leng

CoRR, 2023

CCMB: A Large-scale Chinese Cross-modal Benchmark.

Chunyu Xie, Heng Cai, Jincheng Li, Fanjing Kong, Xiaoyu Wu, Jianfei Song, Henrique Morimitsu, Lin Yao, Dexin Wang, Xiangzheng Zhang, Dawei Leng, Baochang Zhang, Xiangyang Ji, Yafeng Deng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Zero and R2D2: A Large-scale Chinese Cross-modal Benchmark and A Vision-Language Framework.

Chunyu Xie, Heng Cai, Jianfei Song, Jincheng Li, Fanjing Kong, Xiaoyu Wu, Henrique Morimitsu, Lin Yao, Dexin Wang, Dawei Leng, Xiangyang Ji, Yafeng Deng

CoRR, 2022

2021

Sequence-based deep learning antibody design for in silico antibody affinity maturation.

Yue Kang, Dawei Leng, Jinjiang Guo, Lurong Pan

CoRR, 2021

Real-time tracking of COVID-19 and coronavirus research updates through text mining.

Yutong Jin, Jie Li, Xinyu Wang, Peiyao Li, Jinjiang Guo, Junfeng Wu, Dawei Leng, Lurong Pan

CoRR, 2021

ParaVS: A Simple, Fast, Efficient and Flexible Graph Neural Network Framework for Structure-Based Virtual Screening.

Junfeng Wu, Dawei Leng, Lurong Pan

CoRR, 2021

Enhance Information Propagation for Graph Neural Network by Heterogeneous Aggregations.

Dawei Leng, Jinjiang Guo, Lurong Pan, Jie Li, Xinyu Wang

CoRR, 2021

Heterogeneous Graph based Deep Learning for Biomedical Network Link Prediction.

Jinjiang Guo, Jie Li, Dawei Leng, Lurong Pan

CoRR, 2021

2016

Random Projected Convolutional Feature for Scene Text Recognition.

Rui Wu, Shuli Yang, Dawei Leng, Zhenbo Luo, Yunhong Wang

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016