Microstructured optical fiber Bragg gratings and their applications. - Yange Liu; Long Jin; Zhi Wang 017; Xiaoyi Dong (ICAIT, 2008)

CAAD 2018: Powerful None-Access Black-Box Attack Based on Adversarial Transformation Network. - Xiaoyi Dong; Weiming Zhang 001; Nenghai Yu (CoRR, 2018)

Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once. - Jiangfan Han; Xiaoyi Dong; Ruimao Zhang; Dongdong Chen 001; Weiming Zhang 001; Nenghai Yu; Ping Luo 002; Xiaogang Wang 001 (ICCV, 2019)

Self-Robust 3D Point Recognition via Gather-Vector Guidance. - Xiaoyi Dong; Dongdong Chen 001; Hang Zhou 007; Gang Hua 001; Weiming Zhang 001; Nenghai Yu (CVPR, 2020)

Robust Superpixel-Guided Attentional Adversarial Attack. - Xiaoyi Dong; Jiangfan Han; Dongdong Chen 001; Jiayang Liu; Huanyu Bian; Zehua Ma; Hongsheng Li 001; Xiaogang Wang 001; Weiming Zhang 001; Nenghai Yu (CVPR, 2020)

LG-GAN: Label Guided Adversarial Network for Flexible Targeted Attack of Point Cloud Based Deep Networks. - Hang Zhou 007; Dongdong Chen 001; Jing Liao 001; Kejiang Chen; Xiaoyi Dong; Kunlin Liu; Weiming Zhang 001; Gang Hua 001; Nenghai Yu (CVPR, 2020)

GreedyFool: Distortion-Aware Sparse Adversarial Attack. - Xiaoyi Dong; Dongdong Chen 001; Jianmin Bao; Chuan Qin 003; Lu Yuan; Weiming Zhang 001; Nenghai Yu; Dong Chen 003 (NeurIPS, 2020)

Identity-Driven DeepFake Detection. - Xiaoyi Dong; Jianmin Bao; Dongdong Chen 001; Weiming Zhang 001; Nenghai Yu; Dong Chen 003; Fang Wen 001; Baining Guo (CoRR, 2020)

TACR-Net: Editing on Deep Video and Voice Portraits. - Luchuan Song; Bin Liu 016; Guojun Yin; Xiaoyi Dong; Yufei Zhang 006; Jia-Xuan Bai (ACM Multimedia, 2021)

Adversarial defense via self-orthogonal randomization super-network. - Huanyu Bian; Dongdong Chen 001; Kui Zhang; Hang Zhou 007; Xiaoyi Dong; Wenbo Zhou; Weiming Zhang 001; Nenghai Yu (Neurocomputing, 2021)

Adversarial steganography based on sparse cover enhancement. - Chuan Qin 003; Weiming Zhang 001; Xiaoyi Dong; Hongyue Zha; Nenghai Yu (J. Vis. Commun. Image Represent., 2021)

Local Geometric Distortions Resilient Watermarking Scheme Based on Symmetry. - Zehua Ma; Weiming Zhang 001; Han Fang; Xiaoyi Dong; Linfeng Geng; Nenghai Yu (IEEE Trans. Circuits Syst. Video Technol., 2021)

Mobile-Former: Bridging MobileNet and Transformer. - Yinpeng Chen; Xiyang Dai; Dongdong Chen 001; Mengchen Liu; Xiaoyi Dong; Lu Yuan; Zicheng Liu 001 (CVPR, 2022)

Protecting Celebrities from DeepFake with Identity Consistency Transformer. - Xiaoyi Dong; Jianmin Bao; Dongdong Chen 001; Ting Zhang 002; Weiming Zhang 001; Nenghai Yu; Dong Chen 003; Fang Wen 001; Baining Guo (CVPR, 2022)

CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows. - Xiaoyi Dong; Jianmin Bao; Dongdong Chen 001; Weiming Zhang 001; Nenghai Yu; Lu Yuan; Dong Chen 003; Baining Guo (CVPR, 2022)

Shape-invariant 3D Adversarial Point Clouds. - Qidong Huang; Xiaoyi Dong; Dongdong Chen 001; Hang Zhou 007; Weiming Zhang 001; Nenghai Yu (CVPR, 2022)

Bootstrapped Masked Autoencoders for Vision BERT Pretraining. - Xiaoyi Dong; Jianmin Bao; Ting Zhang 002; Dongdong Chen 001; Weiming Zhang 001; Lu Yuan; Dong Chen 003; Fang Wen 001; Nenghai Yu (ECCV (30), 2022)

RISPNet: A Network for Reversed Image Signal Processing. - Xiaoyi Dong; Yu Zhu 004; Chenghua Li; Peisong Wang; Jian Cheng 001 (ECCV Workshops (2), 2022)

Adaptive Face Forgery Detection in Cross Domain. - Luchuan Song; Zheng Fang; Xiaodan Li; Xiaoyi Dong; Zhenchao Jin; Yuefeng Chen; Siwei Lyu (ECCV (34), 2022)

Protecting Celebrities with Identity Consistency Transformer. - Xiaoyi Dong; Jianmin Bao; Dongdong Chen 001; Ting Zhang 002; Weiming Zhang 001; Nenghai Yu; Dong Chen 003; Fang Wen 001; Baining Guo (CoRR, 2022)

PointCAT: Contrastive Adversarial Training for Robust Point Cloud Recognition. - Qidong Huang; Xiaoyi Dong; Dongdong Chen 001; Hang Zhou 007; Weiming Zhang 001; Kui Zhang; Gang Hua 001; Nenghai Yu (CoRR, 2022)

CLIP Itself is a Strong Fine-tuner: Achieving 85.7% and 88.0% Top-1 Accuracy with ViT-B and ViT-L on ImageNet. - Xiaoyi Dong; Jianmin Bao; Ting Zhang 002; Dongdong Chen 001; Shuyang Gu; Weiming Zhang 001; Lu Yuan; Dong Chen 003; Fang Wen 001; Nenghai Yu (CoRR, 2022)

PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers. - Xiaoyi Dong; Jianmin Bao; Ting Zhang 002; Dongdong Chen 001; Weiming Zhang 001; Lu Yuan; Dong Chen 003; Fang Wen 001; Nenghai Yu; Baining Guo (AAAI, 2023)

MaskCLIP: Masked Self-Distillation Advances Contrastive Language-Image Pretraining. - Xiaoyi Dong; Jianmin Bao; Yinglin Zheng; Ting Zhang 002; Dongdong Chen 001; Hao Yang 036; Ming Zeng 008; Weiming Zhang 001; Lu Yuan; Dong Chen 003; Fang Wen 001; Nenghai Yu (CVPR, 2023)

Diversity-Aware Meta Visual Prompting. - Qidong Huang; Xiaoyi Dong; Dongdong Chen 001; Weiming Zhang 001; Feifei Wang; Gang Hua 001; Nenghai Yu (CVPR, 2023)

NTIRE 2023 Image Shadow Removal Challenge Report. - Florin-Alexandru Vasluianu; Tim Seizinger; Radu Timofte; Shuhao Cui; Junshi Huang; Shuman Tian; Mingyuan Fan 002; Jiaqi Zhang; Li Zhu 003; Xiaoming Wei; Xiaolin Wei; Ziwei Luo; et al. (CVPR Workshops, 2023)

Improving Adversarial Robustness of Masked Autoencoders via Test-time Frequency-domain Prompting. - Qidong Huang; Xiaoyi Dong; Dongdong Chen 001; Yinpeng Chen; Lu Yuan; Gang Hua 001; Weiming Zhang 001; Nenghai Yu (ICCV, 2023)

Emotional Listener Portrait: Realistic Listener Motion Simulation in Conversation. - Luchuan Song; Guojun Yin; Zhenchao Jin; Xiaoyi Dong; Chenliang Xu (ICCV, 2023)

MLLM-DataEngine: An Iterative Refinement Approach for MLLM. - Zhiyuan Zhao; Linke Ouyang; Bin Wang 065; Siyuan Huang 003; Pan Zhang 001; Xiaoyi Dong; Jiaqi Wang 003; Conghui He (CoRR, 2023)

InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition. - Pan Zhang 001; Xiaoyi Dong; Bin Wang 065; Yuhang Cao; Chao Xu; Linke Ouyang; Zhiyuan Zhao; Shuangrui Ding; Songyang Zhang; Haodong Duan; Wenwei Zhang; Hang Yan 001; et al. (CoRR, 2023)

Emotional Listener Portrait: Neural Listener Head Generation with Emotion. - Luchuan Song; Guojun Yin; Zhenchao Jin; Xiaoyi Dong; Chenliang Xu (CoRR, 2023)

Beyond Hallucinations: Enhancing LVLMs through Hallucination-Aware Direct Preference Optimization. - Zhiyuan Zhao; Bin Wang 065; Linke Ouyang; Xiaoyi Dong; Jiaqi Wang 003; Conghui He (CoRR, 2023)

Feature Fusion Based Adversarial Example Detection Against Second-Round Adversarial Attacks. - Chuan Qin 003; Yuefeng Chen; Kejiang Chen; Xiaoyi Dong; Weiming Zhang 001; Xiaofeng Mao; Yuan He 011; Nenghai Yu (IEEE Trans. Artif. Intell., 2023)

VIGC: Visual Instruction Generation and Correction. - Bin Wang 065; Fan Wu; Xiao Han; Jiahui Peng; Huaping Zhong; Pan Zhang 001; Xiaoyi Dong; Weijia Li; Wei Li 044; Jiaqi Wang 003; Conghui He (AAAI, 2024)

OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation. - Qidong Huang; Xiaoyi Dong; Pan Zhang 001; Bin Wang 065; Conghui He; Jiaqi Wang 003; Dahua Lin; Weiming Zhang 001; Nenghai Yu (CVPR, 2024)

ShareGPT4V: Improving Large Multi-modal Models with Better Captions. - Lin Chen 026; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Conghui He; Jiaqi Wang 003; Feng Zhao 004; Dahua Lin (ECCV (17), 2024)

Long-CLIP: Unlocking the Long-Text Capability of CLIP. - Beichen Zhang; Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Jiaqi Wang 003 (ECCV (51), 2024)

VLMEvalKit: An Open-Source ToolKit for Evaluating Large Multi-Modality Models. - Haodong Duan; Junming Yang 001; Yuxuan Qiao; Xinyu Fang; Lin Chen 026; Yuan Liu 025; Xiaoyi Dong; Yuhang Zang; Pan Zhang 001; Jiaqi Wang 003; Dahua Lin; Kai Chen 026 (ACM Multimedia, 2024)

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions. - Lin Chen 016; Xilin Wei; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Lin Bin; Zhenyu Tang 004; Li Yuan 007; Yu Qiao 001; et al. (NeurIPS, 2024)

Are We on the Right Way for Evaluating Large Vision-Language Models? - Lin Chen; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Jiaqi Wang 003; Yu Qiao 001; Dahua Lin; Feng Zhao 004 (NeurIPS, 2024)

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD. - Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Bin Wang 065; Linke Ouyang; Songyang Zhang; Haodong Duan; Wenwei Zhang; Yining Li; Hang Yan 001; Yang Gao 042; et al. (NeurIPS, 2024)

MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs. - Ziyu Liu; Tao Chu; Yuhang Zang; Xilin Wei; Xiaoyi Dong; Pan Zhang 001; Zijian Liang; Yuanjun Xiong; Yu Qiao 001; Dahua Lin; Jiaqi Wang 003 (NeurIPS, 2024)

MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations. - Yubo Ma; Yuhang Zang; Liangyu Chen 005; Meiqi Chen 001; Yizhu Jiao; Xinze Li; Xinyuan Lu; Ziyu Liu; Yan Ma; Xiaoyi Dong; Pan Zhang 001; Liangming Pan; et al. (NeurIPS, 2024)

Streaming Long Video Understanding with Large Language Models. - Rui Qian 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Shuangrui Ding; Dahua Lin; Jiaqi Wang 003 (NeurIPS, 2024)

How far are we to GPT-4V? Closing the gap to commercial multimodal models with open-source suites. - Zhe Chen 017; Weiyun Wang; Hao Tian 006; Shenglong Ye; Zhangwei Gao; Erfei Cui; Wenwen Tong; Kongzhi Hu; Jiapeng Luo; Zheng Ma; Ji Ma; Jiaqi Wang 003; et al. (Sci. China Inf. Sci., 2024)

InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model. - Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Bin Wang 065; Linke Ouyang; Xilin Wei; Songyang Zhang; Haodong Duan; Maosong Cao; Wenwei Zhang; Yining Li; et al. (CoRR, 2024)

DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models. - Yuhang Cao; Pan Zhang 001; Xiaoyi Dong; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

SongComposer: A Large Language Model for Lyric and Melody Composition in Song Generation. - Shuangrui Ding; Zihan Liu; Xiaoyi Dong; Pan Zhang 001; Rui Qian 001; Conghui He; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition. - Ziyu Liu; Zeyi Sun 002; Yuhang Zang; Wei Li 044; Pan Zhang 001; Xiaoyi Dong; Yuanjun Xiong; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

InternLM2 Technical Report. - Zheng Cai; Maosong Cao; Haojiong Chen; Kai Chen 026; Keyu Chen; Xin Chen; Xun Chen; Zehui Chen; Zhi Chen 006; Pei Chu; Xiaoyi Dong; Haodong Duan; et al. (CoRR, 2024)

Are We on the Right Way for Evaluating Large Vision-Language Models? - Lin Chen 026; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Jiaqi Wang 003; Yu Qiao 001; Dahua Lin; Feng Zhao 004 (CoRR, 2024)

Unified Scene Representation and Reconstruction for 3D Large Language Models. - Tao Chu; Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Qiong Liu; Jiaqi Wang 003 (CoRR, 2024)

ReasonPix2Pix: Instruction Reasoning Dataset for Advanced Image Editing. - Ying Jin; Pengyang Ling; Xiaoyi Dong; Pan Zhang 001; Jiaqi Wang 003; Dahua Lin (CoRR, 2024)

Bootstrap3D: Improving 3D Content Creation with Synthetic Data. - Zeyi Sun 002; Tong Wu; Pan Zhang 001; Yuhang Zang; Xiaoyi Dong; Yuanjun Xiong; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

ShareGPT4Video: Improving Video Understanding and Generation with Better Captions. - Lin Chen 026; Xilin Wei; Jinsong Li 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Zehui Chen; Haodong Duan; Bin Lin 014; Zhenyu Tang 004; Li Yuan 007; Yu Qiao 001; et al. (CoRR, 2024)

V3Det Challenge 2024 on Vast Vocabulary and Open Vocabulary Object Detection: Methods and Results. - Jiaqi Wang 003; Yuhang Zang; Pan Zhang 001; Tao Chu; Yuhang Cao; Zeyi Sun 002; Ziyu Liu; Xiaoyi Dong; Tong Wu; Dahua Lin; Zeming Chen 002; Zhi Wang; et al. (CoRR, 2024)

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output. - Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Rui Qian 001; Lin Chen 026; Qipeng Guo; Haodong Duan; Bin Wang 065; Linke Ouyang; Songyang Zhang; Wenwei Zhang; et al. (CoRR, 2024)

BroadWay: Boost Your Text-to-Video Generation Model in a Training-free Way. - Jiazi Bu; Pengyang Ling; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate. - Qidong Huang; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Jiaqi Wang 003; Dahua Lin; Weiming Zhang 001; Nenghai Yu (CoRR, 2024)

SAM2Long: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree. - Shuangrui Ding; Rui Qian 001; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Yuwei Guo 002; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction. - Long Xing; Qidong Huang; Xiaoyi Dong; Jiajie Lu; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Conghui He; Jiaqi Wang 003; Feng Wu; Dahua Lin (CoRR, 2024)

Open-Sora Plan: Open-Source Large Video Generation Model. - Bin Lin 014; Yunyang Ge; Xinhua Cheng; Zongjian Li; Bin Zhu; Shaodong Wang; Xianyi He; Yang Ye; Shenghai Yuan; Liuhan Chen; Tanghui Jia; Junwu Zhang; et al. (CoRR, 2024)

X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models. - Zeyi Sun 002; Ziyang Chu; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuanjun Xiong; Dahua Lin; Jiaqi Wang 003 (CoRR, 2024)

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions. - Pan Zhang 001; Xiaoyi Dong; Yuhang Cao; Yuhang Zang; Rui Qian 001; Xilin Wei; Lin Chen 026; Yifei Li; Junbo Niu; Shuangrui Ding; Qipeng Guo; Haodong Duan; et al. (CoRR, 2024)

PointCAT: Contrastive Adversarial Training for Robust Point Cloud Recognition. - Qidong Huang; Xiaoyi Dong; Dongdong Chen 001; Hang Zhou 007; Weiming Zhang 001; Kui Zhang; Gang Hua 001; Yueqiang Cheng; Nenghai Yu (IEEE Trans. Image Process., 2024)

PersonMAE: Person Re-Identification Pre-Training With Masked AutoEncoders. - Hezhen Hu; Xiaoyi Dong; Jianmin Bao; Dongdong Chen 001; Lu Yuan; Dong Chen 003; Houqiang Li (IEEE Trans. Multim., 2024)

SongComposer: A Large Language Model for Lyric and Melody Generation in Song Composition. - Shuangrui Ding; Zihan Liu; Xiaoyi Dong; Pan Zhang 001; Rui Qian 001; Junhao Huang; Conghui He; Dahua Lin; Jiaqi Wang 003 (ACL (1), 2025)

Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings. - Yubo Ma; Jinsong Li 001; Yuhang Zang; Xiaobao Wu; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Haodong Duan; Jiaqi Wang 003; Yixin Cao 002; Aixin Sun (ACL (Findings), 2025)

InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model. - Yuhang Zang; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Ziyu Liu; Shengyuan Ding; Shenxi Wu; Yubo Ma; Haodong Duan; Wenwei Zhang; Kai Chen 026; Dahua Lin; et al. (ACL (Findings), 2025)

Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction. - Rui Qian 001; Shuangrui Ding; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CVPR, 2025)

ByTheWay: Boost Your Text-to-Video Generation Model to Higher Quality in a Training-free Way. - Jiazi Bu; Pengyang Ling; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CVPR, 2025)

OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? - Junbo Niu; Yifei Li; Ziyang Miao; Chunjiang Ge; Yuanhang Zhou; Qihao He; Xiaoyi Dong; Haodong Duan; Shuangrui Ding; Rui Qian 001; Pan Zhang 001; Yuhang Zang; et al. (CVPR, 2025)

Conical Visual Concentration for Efficient Large Vision-Language Models. - Long Xing; Qidong Huang; Xiaoyi Dong; Jiajie Lu; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Conghui He; Jiaqi Wang 003; Feng Wu; Dahua Lin (CVPR, 2025)

MotionClone: Training-Free Motion Cloning for Controllable Video Generation. - Pengyang Ling; Jiazi Bu; Pan Zhang 001; Xiaoyi Dong; Yuhang Zang; Tong Wu; Huaian Chen; Jiaqi Wang 003; Yi Jin 002 (ICLR, 2025)

MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models. - Ziyu Liu; Yuhang Zang; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Haodong Duan; Conghui He; Yuanjun Xiong; Dahua Lin; Jiaqi Wang 003 (ICLR, 2025)

BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning. - Beichen Zhang; Yuhong Liu; Xiaoyi Dong; Yuhang Zang; Pan Zhang 001; Haodong Duan; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

VideoRoPE: What Makes for Good Video Rotary Position Embedding? - Xilin Wei; Xiaoran Liu; Yuhang Zang; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Jian Tong; Haodong Duan; Qipeng Guo; Jiaqi Wang 003; Xipeng Qiu; Dahua Lin (CoRR, 2025)

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion. - Yujie Zhou; Jiazi Bu; Pengyang Ling; Pan Zhang 001; Tong Wu; Qidong Huang; Jinsong Li 001; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Anyi Rao; Jiaqi Wang 003; et al. (CoRR, 2025)

Maximum Entropy Reinforcement Learning with Diffusion Policy. - Xiaoyi Dong; Jian Cheng 001; Xi Sheryl Zhang (CoRR, 2025)

SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation. - Zihan Liu; Shuangrui Ding; Zhixiong Zhang; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

Visual-RFT: Visual Reinforcement Fine-Tuning. - Ziyu Liu; Zeyi Sun 002; Yuhang Zang; Xiaoyi Dong; Yuhang Cao; Haodong Duan; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance. - Jiazi Bu; Pengyang Ling; Yujie Zhou; Pan Zhang 001; Tong Wu; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

MM-IFEngine: Towards Multimodal Instruction Following. - Shengyuan Ding; Shenxi Wu; Xiangyu Zhao; Yuhang Zang; Haodong Duan; Xiaoyi Dong; Pan Zhang 001; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

Visual Agentic Reinforcement Fine-Tuning. - Ziyu Liu; Yuhang Zang; Yushan Zou; Zijian Liang; Xiaoyi Dong; Yuhang Cao; Haodong Duan; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing. - Long Xing; Qidong Huang; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Jinsong Li 001; Shuangrui Ding; Weiming Zhang 001; Nenghai Yu; Jiaqi Wang 003; Feng Wu; et al. (CoRR, 2025)

SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction. - Zhixiong Zhang; Shuangrui Ding; Xiaoyi Dong; Songxin He; Jianfan Lin; Junsong Tang; Yuhang Zang; Yuhang Cao; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)

Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models. - Jinsong Li 001; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Jiaqi Wang 003; Dahua Lin (CoRR, 2025)

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience. - Zeyi Sun 002; Ziyu Liu; Yuhang Zang; Yuhang Cao; Xiaoyi Dong; Tong Wu; Dahua Lin; Jiaqi Wang 003 (CoRR, 2025)