Video Background Music Generation: Dataset, Method and Evaluation. - Le Zhuo; Zhaokai Wang; Baisen Wang; Yue Liao; Stanley Peng; Chenxi Bao; Miao Lu; Xiaobo Li; Si Liu 001 (CoRR, 2022)

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 002; Si Liu 001 (ICCV, 2023)

LyricWhiz: Robust Multilingual Zero-Shot Lyrics Transcription by Whispering to ChatGPT. - Le Zhuo; Ruibin Yuan; Jiahao Pan; Yinghao Ma; Yizhi Li; Ge Zhang 009; Si Liu; Roger B. Dannenberg; Jie Fu 001; Chenghua Lin; Emmanouil Benetos; Wenhu Chen; et al. (ISMIR, 2023)

DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation. - Qiaosong Qi; Le Zhuo; Aixi Zhang; Yue Liao; Fei Fang 002; Si Liu 001; Shuicheng Yan (ACM Multimedia, 2023)

MARBLE: Music Audio Representation Benchmark for Universal Evaluation. - Ruibin Yuan; Yinghao Ma; Yizhi Li; Ge Zhang 009; Xingran Chen; Hanzhi Yin; Le Zhuo; Yiqi Liu; Jiawen Huang; Zeyue Tian; Binyue Deng; Ningzhi Wang; et al. (NeurIPS, 2023)

GraphText: Graph Reasoning in Text Space. - Jianan Zhao 002; Le Zhuo; Yikang Shen; Meng Qu; Kai Liu; Michael M. Bronstein; Zhaocheng Zhu; Jian Tang 005 (CoRR, 2023)

LLMs as Visual Explainers: Advancing Image Classification with Evolving Visual Descriptions. - Songhao Han; Le Zhuo; Yue Liao; Si Liu 001 (CoRR, 2023)

ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training. - Le Zhuo; Zewen Chi; Minghao Xu; Heyan Huang; Jianan Zhao 002; Heqi Zheng; Conghui He; Xian-Ling Mao; Wentao Zhang (ACL (1), 2024)

Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Xiangyang Zhu; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (NeurIPS, 2024)

ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training. - Le Zhuo; Zewen Chi; Minghao Xu; Heyan Huang; Heqi Zheng; Conghui He; Xian-Ling Mao; Wentao Zhang (CoRR, 2024)

Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers. - Peng Gao 007; Le Zhuo; Dongyang Liu; Ruoyi Du; Xu Luo; Longtian Qiu; Yuhang Zhang; Chen Lin; Rongjie Huang 001; Shijie Geng; Renrui Zhang; Junlin Xi; et al. (CoRR, 2024)

Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Lirui Zhao; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (CoRR, 2024)

Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining. - Dongyang Liu; Shitian Zhao; Le Zhuo; Weifeng Lin; Yu Qiao 001; Hongsheng Li 001; Peng Gao 007 (CoRR, 2024)

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation. - Fangxun Shu; Yue Liao; Le Zhuo; Chenning Xu; Guanghao Zhang; Haonan Shi; Long Chen 016; Tao Zhong; Wanggui He; Siming Fu; Haoyuan Li 002; Bolin Li; et al. (CoRR, 2024)

PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions. - Weifeng Lin; Xinyu Wei; Renrui Zhang; Le Zhuo; Shitian Zhao; Siyuan Huang 004; Junlin Xi; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (CoRR, 2024)

I-Max: Maximize the Resolution Potential of Pre-trained Rectified Flow Transformers with Projected Flow. - Ruoyi Du; Dongyang Liu; Le Zhuo; Qin Qi; Hongsheng Li 001; Zhanyu Ma; Peng Gao 007 (CoRR, 2024)

Customize Your Visual Autoregressive Recipe with Set Autoregressive Modeling. - Wenze Liu; Le Zhuo; Yi Xin 003; Sheng Xia; Peng Gao 007; Xiangyu Yue 001 (CoRR, 2024)

Multimodal Music Generation with Explicit Bridges and Retrieval Augmentation. - Baisen Wang; Le Zhuo; Zhaokai Wang; Chenxi Bao; Wu Chengjing; Xuecheng Nie; Jiao Dai; Jizhong Han; Yue Liao; Si Liu 001 (CoRR, 2024)

VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection. - Songhao Han; Wei Huang 042; Hairong Shi; Le Zhuo; Xiu Su; Shifeng Zhang; Xu Zhou; Xiaojuan Qi 001; Yue Liao; Si Liu 001 (CVPR, 2025)

Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation. - Peng Gao 007; Le Zhuo; Dongyang Liu; Ruoyi Du; Xu Luo; Longtian Qiu; Yuhang Zhang; Rongjie Huang 001; Shijie Geng; Renrui Zhang; Junlin Xie; Wenqi Shao; et al. (ICLR, 2025)

PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions. - Weifeng Lin; Xinyu Wei; Renrui Zhang; Le Zhuo; Shitian Zhao; Siyuan Huang 004; Junlin Xie; Peng Gao 007; Hongsheng Li 001 (ICLR, 2025)

LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation. - Fangxun Shu; Yue Liao; Lei Zhang 006; Le Zhuo; Chenning Xu; Guanghao Zhang; Haonan Shi; Long Chan; Tao Zhong; Zhelun Yu; Wanggui He; Siming Fu; et al. (ICLR, 2025)

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models. - Jiayi Lei; Renrui Zhang; Xiangfei Hu; Weifeng Lin; Zhen Li 026; Wenjian Sun; Ruoyi Du; Le Zhuo; Zhongyu Li 002; Xinyue Li 001; Shitian Zhao; Ziyu Guo; et al. (CoRR, 2025)

TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation. - Victor Shea-Jay Huang; Le Zhuo; Yi Xin 003; Zhaokai Wang; Peng Gao 007; Hongsheng Li 001 (CoRR, 2025)

Vision-to-Music Generation: A Survey. - Zhaokai Wang; Chenxi Bao; Le Zhuo; Jingrui Han; Yang Yue; Yihong Tang; Victor Shea-Jay Huang; Yue Liao (CoRR, 2025)

Lumina-Image 2.0: A Unified and Efficient Image Generative Framework. - Qi Qin; Le Zhuo; Yi Xin 003; Ruoyi Du; Zhen Li 026; Bin Fu; Yiting Lu; Jiakang Yuan; Xinyue Li 001; Dongyang Liu; Xiangyang Zhu; Manyuan Zhang; et al. (CoRR, 2025)

Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision. - Yuandong Pu; Le Zhuo; Kaiwen Zhu; Liangbin Xie; Wenlong Zhang; Xiangyu Chen 006; Peng Gao 007; Yu Qiao 001; Chao Dong 005; Yihao Liu 001 (CoRR, 2025)

OmniCaptioner: One Captioner to Rule Them All. - Yiting Lu; Jiakang Yuan; Zhen Li; Shitian Zhao; Qi Qin; Xinyue Li; Le Zhuo; Licheng Wen; Dongyang Liu; Yuewen Cao; Xiangchao Yan; Xin Li 082; et al. (CoRR, 2025)

VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning. - Zhong-Yu Li 006; Ruoyi Du; Juncheng Yan; Le Zhuo; Zhen Li 026; Peng Gao 007; Zhanyu Ma; Ming-Ming Cheng (CoRR, 2025)

From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning. - Le Zhuo; Liangbing Zhao; Sayak Paul; Yue Liao; Renrui Zhang; Yi Xin 003; Peng Gao 007; Mohamed Elhoseiny; Hongsheng Li 001 (CoRR, 2025)

T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT. - Dongzhi Jiang; Ziyu Guo; Renrui Zhang; Zhuofan Zong; Hao Li 069; Le Zhuo; Shilin Yan; Pheng-Ann Heng; Hongsheng Li 001 (CoRR, 2025)

Resurrect Mask AutoRegressive Modeling for Efficient and Scalable Image Generation. - Yi Xin 003; Le Zhuo; Qi Qin; Siqi Luo; Yuewen Cao; Bin Fu; Yangfan He; Hongsheng Li 001; Guangtao Zhai; Xiaohong Liu 001; Peng Gao 007 (CoRR, 2025)

Lumina-mGPT 2.0: Stand-Alone AutoRegressive Image Modeling. - Yi Xin 003; Juncheng Yan; Qi Qin; Zhen Li 026; Dongyang Liu; Shicheng Li; Victor Shea-Jay Huang; Yupeng Zhou; Renrui Zhang; Le Zhuo; Tiancheng Han; Xiaoqing Sun; et al. (CoRR, 2025)