LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment. - Bin Zhu; Bin Lin 014; Munan Ning; Yang Yan; Jiaxi Cui; Hongfa Wang; Yatian Pang; Wenhao Jiang; Junwu Zhang; Zongwei Li; Wancai Zhang; Zhifeng Li 001; et al. (CoRR, 2023)

Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models. - Munan Ning; Bin Zhu; Yujia Xie; Bin Lin 014; Jiaxi Cui; Lu Yuan; Dongdong Chen 001; Li Yuan 007 (CoRR, 2023)

Video-LLaVA: Learning United Visual Representation by Alignment Before Projection. - Bin Lin 014; Yang Ye; Bin Zhu; Jiaxi Cui; Munan Ning; Peng Jin 001; Li Yuan 007 (EMNLP, 2024)

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment. - Bin Zhu; Bin Lin 014; Munan Ning; Yang Yan; Jiaxi Cui; Hongfa Wang; Yatian Pang; Wenhao Jiang; Junwu Zhang; Zongwei Li; Caiwan Zhang; Zhifeng Li 001; et al. (ICLR, 2024)

MoE-LLaVA: Mixture of Experts for Large Vision-Language Models. - Bin Lin 014; Zhenyu Tang 004; Yang Ye; Jiaxi Cui; Bin Zhu; Peng Jin 001; Junwu Zhang; Munan Ning; Li Yuan 007 (CoRR, 2024)

LLMBind: A Unified Modality-Task Integration Framework. - Bin Zhu; Peng Jin 001; Munan Ning; Bin Lin 014; Jinfa Huang; Qi Song 003; Jiaxi Cui; Junwu Zhang; Zhenyu Tang 004; Mingjun Pan; Xing Zhou; Li Yuan 007 (CoRR, 2024)

TaxDiff: Taxonomic-Guided Diffusion Model for Protein Sequence Generation. - Zongying Lin; Hao Li 073; Liuzhenghao Lv; Bin Lin 014; Junwu Zhang; Calvin Yu-Chian Chwn; Li Yuan 007; Yonghong Tian 001 (CoRR, 2024)

UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark. - Zhaokun Zhou; Qiulin Wang; Bin Lin 014; Yiwei Su; Rui Chen; Xin Tao 001; Amin Zheng; Li Yuan 007; Pengfei Wan 001; Di Zhang (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)

OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model. - Liuhan Chen; Zongjian Li; Bin Lin 014; Bin Zhu; Qian Wang; Shenghai Yuan; Xing Zhou; Xinhua Cheng; Li Yuan 007 (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)

DreamDance: Animating Human Images by Enriching 3D Geometry Cues from 2D Poses. - Yatian Pang; Bin Zhu; Bin Lin 014; Mingzhe Zheng; Francis E. H. Tay; Ser-Nam Lim; Harry Yang; Li Yuan 007 (CoRR, 2024)

Next Patch Prediction for Autoregressive Visual Generation. - Yatian Pang; Peng Jin 001; Shuo Yang; Bin Lin 014; Bin Zhu; Zhenyu Tang 004; Liuhan Chen; Francis E. H. Tay; Ser-Nam Lim; Harry Yang; Li Yuan 007 (CoRR, 2024)

Cycle3D: High-quality and Consistent Image-to-3D Generation via Generation-Reconstruction Cycle. - Zhenyu Tang 004; Junwu Zhang; Xinhua Cheng; Wangbo Yu; Chaoran Feng 001; Yatian Pang; Bin Lin 014; Li Yuan 007 (AAAI, 2025)

WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model. - Zongjian Li; Bin Lin 014; Yang Ye; Liuhan Chen; Xinhua Cheng; Shenghai Yuan; Li Yuan 007 (CVPR, 2025)

TaxDiff: taxonomic-guided diffusion model for protein sequence generation. - Zongying Lin; Hao Li 073; Liuzhenghao Lv; Yu Wang; Bin Lin 014; Junwu Zhang; Zijun Chen; Calvin Yu-Chian Chen; Li Yuan 007; Yonghong Tian 001 (Sci. China Inf. Sci., 2025)

WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation. - Yuwei Niu; Munan Ning; Mengren Zheng; Bin Lin 014; Peng Jin 001; Jiaqi Liao; Kun-Peng Ning; Bin Zhu; Li Yuan 007 (CoRR, 2025)

SwapAnyone: Consistent and Realistic Video Synthesis for Swapping Any Person into Any Video. - ChengShu Zhao; Yunyang Ge; Xinhua Cheng; Bin Zhu; Yatian Pang; Bin Lin 014; Fan Yang; Feng Gao; Li Yuan 007 (CoRR, 2025)

ImgEdit: A Unified Image Editing Dataset and Benchmark. - Yang Ye; Xianyi He; Zongjian Li; Bin Lin 014; Shenghai Yuan; Zhiyuan Yan; Bohan Hou; Li Yuan 007 (CoRR, 2025)

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation. - Shenghai Yuan; Xianyi He; Yufan Deng; Yang Ye; Jinfa Huang; Bin Lin 014; Jiebo Luo 001; Li Yuan 007 (CoRR, 2025)

UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation. - Bin Lin 014; Zongjian Li; Xinhua Cheng; Yuwei Niu; Yang Ye; Xianyi He; Shenghai Yuan; Wangbo Yu; Shaodong Wang; Yunyang Ge; Yatian Pang; Li Yuan 007 (CoRR, 2025)

Look-Back: Implicit Visual Re-focusing in MLLM Reasoning. - Shuo Yang; Yuwei Niu; Yuyang Liu; Yang Ye; Bin Lin 014; Li Yuan 007 (CoRR, 2025)

MagicTime: Time-Lapse Video Generation Models as Metamorphic Simulators. - Shenghai Yuan; Jinfa Huang; Yujun Shi; Yongqi Xu; Ruijie Zhu 003; Bin Lin 014; Xinhua Cheng; Li Yuan 007; Jiebo Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)