Chengyue Wu

50 papers A* 6A 1Journal 38Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Autoregressive Models in Vision: A Survey.
Trans. Mach. Learn. Res.
Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong
2025 J jnl
Beyond Surface Reasoning: Unveiling the True Long Chain-of-Thought Capacity of Diffusion Large Language Models.
CoRR
Qiguang Chen, Hanjing Li, Libo Qin, Dengyun Peng, Ji Liu, Jiangyi Wang, Chengyue Wu, Xie Chen, Yantao Du, Wanxiang Che
2025 J jnl
Discrete Diffusion VLA: Bringing Discrete Diffusion to Action Decoding in Vision-Language-Action Policies.
CoRR
Zhixuan Liang, Yizhuo Li, Tianshuo Yang, Chengyue Wu, Sitong Mao, Liuao Pei, Xiaokang Yang, Jiangmiao Pang, Yao Mu, Ping Luo
2025 J jnl
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed.
CoRR
Yonggan Fu, Lexington Allen Whalen, Zhifan Ye, Xin Dong, Shizhe Diao, Jingyu Liu, Chengyue Wu, Hao Zhang, Enze Xie, Song Han, Maksim Khadkevich, Jan Kautz, Yingyan Celine Lin, Pavlo Molchanov
2025 J jnl
FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities.
CoRR
Jin Wang, Yao Lai, Aoxue Li, Shifeng Zhang, Jiacheng Sun, Ning Kang, Chengyue Wu, Zhenguo Li, Ping Luo
2025 J jnl
Fast-dLLM v2: Efficient Block-Diffusion LLM.
CoRR
Chengyue Wu, Hao Zhang, Shuchen Xue, Shizhe Diao, Yonggan Fu, Zhijian Liu, Pavlo O. Molchanov, Ping Luo, Song Han, Enze Xie
2025 J jnl
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding.
CoRR
Chengyue Wu, Hao Zhang, Shuchen Xue, Zhijian Liu, Shizhe Diao, Ligeng Zhu, Ping Luo, Song Han, Enze Xie
2025 A* conf
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.
CVPR
Chengyue Wu, Xiaokang Chen, Zhiyu Wu, Yiyang Ma, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan, Ping Luo
2025 A* conf
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation.
CVPR
Yiyang Ma, Xingchao Liu, Xiaokang Chen, Wen Liu, Chengyue Wu, Zhiyu Wu, Zizheng Pan, Zhenda Xie, Haowei Zhang, Xingkai Yu, Liang Zhao, Yisong Wang, Jiaying Liu, Chong Ruan
2025 J jnl
LiT: Delving into a Simplified Linear Diffusion Transformer for Image Generation.
CoRR
Jiahao Wang, Ning Kang, Lewei Yao, Mengzhao Chen, Chengyue Wu, Songyang Zhang, Shuchen Xue, Yong Liu, Taiqiang Wu, Xihui Liu, Kaipeng Zhang, Shifeng Zhang, Wenqi Shao, Zhenguo Li, Ping Luo
2025 J jnl
LoCoT2V-Bench: A Benchmark for Long-Form and Complex Text-to-Video Generation.
CoRR
Xiangqing Zheng, Chengyue Wu, Kehai Chen, Min Zhang
2025 J jnl
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation.
CoRR
Zhuoyang Zhang, Luke J. Huang, Chengyue Wu, Shang Yang, Kelly Peng, Yao Lu, Song Han
2025 A* conf
MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models.
ACM Multimedia
Yiyan Ji, Haoran Chen, Qiguang Chen, Chengyue Wu, Libo Qin, Wanxiang Che
2025 J jnl
MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models.
CoRR
Yiyan Ji, Haoran Chen, Qiguang Chen, Chengyue Wu, Libo Qin, Wanxiang Che
2025 J jnl
MRI-based digital twins to improve treatment response of breast cancer by optimizing neoadjuvant chemotherapy regimens.
npj Digit. Medicine
Chengyue Wu, Ernesto A. B. F. Lima, Casey E. Stowers, Zhan Xu, Clinton Yam, Jong Bum Son, Jingfei Ma, Gaiane M. Rauch, Thomas E. Yankeelov
2025 — conf
Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots.
NAACL (Findings)
Chengyue Wu, Zhixuan Liang, Yixiao Ge, Qiushan Guo, Zeyu Lu, Jiahao Wang, Ying Shan, Ping Luo
2025 J jnl
Validating the predictions of mathematical models describing tumor growth and treatment response.
CoRR
Guillermo Lorenzo, David A. Hormuth II, Chengyue Wu, Graham Pash, Anirban Chaudhuri, Ernesto A. B. F. Lima, Lois C. Okereke, Reshmi Patel, Karen Willcox, Thomas E. Yankeelov
2025 J jnl
Will Pre-Training Ever End? A First Step Toward Next-Generation Foundation MLLMs via Self-Improving Systematic Cognition.
CoRR
Xiaoying Zhang, Da Peng, Yipeng Zhang, Zonghao Guo, Chengyue Wu, Chi Chen, Wei Ke, Helen Meng, Maosong Sun
2024 J jnl
Adapting LLaMA Decoder to Vision Transformer.
CoRR
Jiahao Wang, Wenqi Shao, Mengzhao Chen, Chengyue Wu, Yong Liu, Kaipeng Zhang, Songyang Zhang, Kai Chen, Ping Luo
2024 J jnl
Automatic time series forecasting model design based on pruning.
Appl. Soft Comput.
Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang
2024 J jnl
Autoregressive Models in Vision: A Survey.
CoRR
Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong
2024 J jnl
DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding.
CoRR
Zhiyu Wu, Xiaokang Chen, Zizheng Pan, Xingchao Liu, Wen Liu, Damai Dai, Huazuo Gao, Yiyang Ma, Chengyue Wu, Bingxuan Wang, Zhenda Xie, Yu Wu, Kai Hu, Jiawei Wang, Yaofeng Sun, Yukun Li, Yishi Piao, Kang Guan, Aixin Liu, Xin Xie, Yuxiang You, Kai Dong, Xingkai Yu, Haowei Zhang, Liang Zhao, Yisong Wang, Chong Ruan
2024 J jnl
Development and validation of peritumoral vascular and intratumoral radiomics to predict pathologic complete responses to neoadjuvant chemotherapy in patients with triple-negative breast cancer.
BMC Medical Imaging
Tianwen Xie, Jing Gong, Qiufeng Zhao, Chengyue Wu, Siyu Wu, Weijun Peng, Yajia Gu
2024 J jnl
Fast model calibration for predicting the response of breast cancer to chemotherapy using proper orthogonal decomposition.
J. Comput. Sci.
Chase Christenson, Chengyue Wu, David A. Hormuth, Casey E. Stowers, Megan LaMonica, Jingfei Ma, Gaiane M. Rauch, Thomas E. Yankeelov
2024 A* conf
FiT: Flexible Vision Transformer for Diffusion Model.
ICML
Zeyu Lu, Zidong Wang, Di Huang, Chengyue Wu, Xihui Liu, Wanli Ouyang, Lei Bai
2024 J jnl
FiT: Flexible Vision Transformer for Diffusion Model.
CoRR
Zeyu Lu, Zidong Wang, Di Huang, Chengyue Wu, Xihui Liu, Wanli Ouyang, Lei Bai
2024 A conf
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation.
WACV
Zeyu Lu, Chengyue Wu, Xinyuan Chen, Yaohui Wang, Lei Bai, Yu Qiao, Xihui Liu
2024 J jnl
Image-guided patient-specific optimization of catheter placement for convection-enhanced nanoparticle delivery in recurrent glioblastoma.
Comput. Biol. Medicine
Chengyue Wu, David A. Hormuth, Chase Christenson, Ryan T. Woodall, Michael R. A. Abdelmalik, William T. Phillips, Thomas J. R. Hughes, Andrew J. Brenner, Thomas E. Yankeelov
2024 J jnl
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.
CoRR
Chengyue Wu, Xiaokang Chen, Zhiyu Wu, Yiyang Ma, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan, Ping Luo
2024 J jnl
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation.
CoRR
Yiyang Ma, Xingchao Liu, Xiaokang Chen, Wen Liu, Chengyue Wu, Zhiyu Wu, Zizheng Pan, Zhenda Xie, Haowei Zhang, Xingkai Yu, Liang Zhao, Yisong Wang, Jiaying Liu, Chong Ruan
2024 — conf
LLaMA Pro: Progressive LLaMA with Block Expansion.
ACL (1)
Chengyue Wu, Yukang Gan, Yixiao Ge, Zeyu Lu, Jiahao Wang, Ye Feng, Ying Shan, Ping Luo
2024 J jnl
LLaMA Pro: Progressive LLaMA with Block Expansion.
CoRR
Chengyue Wu, Yukang Gan, Yixiao Ge, Zeyu Lu, Jiahao Wang, Ye Feng, Ping Luo, Ying Shan
2024 J jnl
Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots.
CoRR
Chengyue Wu, Yixiao Ge, Qiushan Guo, Jiahao Wang, Zhixuan Liang, Zeyu Lu, Ying Shan, Ping Luo
2023 J jnl
Assessing the identifiability of model selection frameworks for the prediction of patient outcomes in the clinical breast cancer setting.
J. Comput. Sci.
Caleb M. Phillips, Ernesto A. B. F. Lima, Chengyue Wu, Angela M. Jarrett, Z. Zhou, N. Elshafeey, J. Ma, Greta Rauch, Thomas E. Yankeelov
2023 J jnl
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation.
CoRR
Zeyu Lu, Chengyue Wu, Xinyuan Chen, Yaohui Wang, Lei Bai, Yu Qiao, Xihui Liu
2023 J jnl
Inferring CTCF-binding patterns and anchored loops across human tissues and cell types.
Patterns
Hang Xu, Xianfu Yi, Xutong Fan, Chengyue Wu, Wei Wang, Xinlei Chu, Shijie Zhang, Xiaobao Dong, Zhao Wang, Jianhua Wang, Yao Zhou, Ke Zhao, Hongcheng Yao, Nan Zheng, Junwen Wang, Yupeng Chen, Dariusz Plewczynski, Pak Chung Sham, Kexin Chen, Dandan Huang, Mulin Jun Li
2023 — conf
Optimized Patient-Specific Catheter Placement for Convection-Enhanced Nanoparticle Delivery in Recurrent Glioblastoma.
SC Workshops
Chengyue Wu, David A. Hormuth, Chase Christenson, Ryan T. Woodall, Michael R. A. Abdelmalik, William T. Phillips, Thomas J. R. Hughes, Andrew J. Brenner, Thomas E. Yankeelov
2023 J jnl
Predictive Digital Twin for Optimizing Patient-Specific Radiotherapy Regimens under Uncertainty in High-Grade Gliomas.
CoRR
Anirban Chaudhuri, Graham Pash, David A. Hormuth II, Guillermo Lorenzo, Michael G. Kapteyn, Chengyue Wu, Ernesto A. B. F. Lima, Thomas E. Yankeelov, Karen Willcox
2023 J jnl
Predictive digital twin for optimizing patient-specific radiotherapy regimens under uncertainty in high-grade gliomas.
Frontiers Artif. Intell.
Anirban Chaudhuri, Graham Pash, David A. Hormuth, Guillermo Lorenzo, Michael G. Kapteyn, Chengyue Wu, Ernesto A. B. F. Lima, Thomas E. Yankeelov, Karen Willcox
2023 A* conf
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images.
NeurIPS
Zeyu Lu, Di Huang, Lei Bai, Jingjing Qu, Chengyue Wu, Xihui Liu, Wanli Ouyang
2023 A* conf
π-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation.
ICML
Chengyue Wu, Teng Wang, Yixiao Ge, Zeyu Lu, Ruisong Zhou, Ying Shan, Ping Luo
2023 J jnl
π-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation.
CoRR
Chengyue Wu, Teng Wang, Yixiao Ge, Zeyu Lu, Ruisong Zhou, Ying Shan, Ping Luo
2022 J jnl
A 1D-0D-3D coupled model for simulating blood flow and transport processes in breast tissue.
CoRR
Marvin Fritz, Tobias Köppl, J. Tinsley Oden, Andreas Wagner, Barbara I. Wohlmuth, Chengyue Wu
2022 J jnl
AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning.
CoRR
Chunnan Wang, Xingyu Chen, Chengyue Wu, Hongzhi Wang
2022 — conf
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning.
ICDIS
Zirui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu
2022 J jnl
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning.
CoRR
Zirui Wang, Shaoming Duan, Chengyue Wu, Wenhao Lin, Xinyu Zha, Peiyi Han, Chuanyi Liu
2022 — conf
NTIRE 2022 Image Inpainting Challenge: Report.
CVPR Workshops
Andrés Romero, Angela Castillo, Jose Abril-Nova, Radu Timofte, Ritwik Das, Sanchit Hira, Zhihong Pan, Min Zhang, Baopu Li, Dongliang He, Tianwei Lin, Fu Li, Chengyue Wu, Xianming Liu, Xinying Wang, Yi Yu, Jie Yang, Rengang Li, Yaqian Zhao, Zhenhua Guo, Baoyu Fan, Xiaochuan Li, Runze Zhang, Zeyu Lu, Junqin Huang, Gang Wu, Junjun Jiang, Jiayin Cai, Changlin Li, Xin Tao, Yu-Wing Tai, Xiaoqiang Zhou, Huaibo Huang
2022 J jnl
Towards Patient-Specific Optimization of Neoadjuvant Treatment Protocols for Breast Cancer Based on Image-Guided Fluid Dynamics.
IEEE Trans. Biomed. Eng.
Chengyue Wu, David A. Hormuth, Guillermo Lorenzo, Angela M. Jarrett, Federico Pineda, Frederick M. Howard, Gregory S. Karczmar, Thomas E. Yankeelov
2021 J jnl
An
Medical Image Anal.
Chengyue Wu, David A. Hormuth II, Ty Easley, Victor Eijkhout, Federico Pineda, Gregory S. Karczmar, Thomas E. Yankeelov
2020 J jnl
Patient-Specific Characterization of Breast Cancer Hemodynamics Using Image-Guided Computational Fluid Dynamics.
IEEE Trans. Medical Imaging
Chengyue Wu, David A. Hormuth, Todd A. Oliver, Federico Pineda, Guillermo Lorenzo, Gregory S. Karczmar, Robert D. Moser, Thomas E. Yankeelov