Robust Low-Rank Representation via Correntropy. - Yingya Zhang; Zhenan Sun; Ran He 001; Tieniu Tan (ACPR, 2013)

Robust Subspace Clustering via Half-Quadratic Minimization. - Yingya Zhang; Zhenan Sun; Ran He 001; Tieniu Tan (ICCV, 2013)

A Method of Vehicle Route Prediction Based on Social Network Analysis. - Ning Ye; Zhong-qin Wang; Reza Malekian; Yingya Zhang; Ruchuan Wang 001 (J. Sensors, 2015)

Robust Subspace Clustering With Complex Noise. - Ran He 001; Yingya Zhang; Zhenan Sun; Qiyue Yin (IEEE Trans. Image Process., 2015)

A Method for Traffic Congestion Clustering Judgment Based on Grey Relational Analysis. - Yingya Zhang; Ning Ye; Ruchuan Wang 001; Reza Malekian (ISPRS Int. J. Geo Inf., 2016)

Vehicle trajectory prediction based on Hidden Markov Model. - Ning Ye; Yingya Zhang; Ruchuan Wang 001; Reza Malekian (KSII Trans. Internet Inf. Syst., 2016)

Information Theoretic Subspace Clustering. - Ran He 001; Liang Wang 001; Zhenan Sun; Yingya Zhang; Bo Li 005 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Visual Search at Alibaba. - Yanhao Zhang 002; Pan Pan; Yun Zheng; Kang Zhao; Yingya Zhang; Xiaofeng Ren; Rong Jin 001 (KDD, 2018)

Large-Scale Visual Search with Binary Distributed Graph at Alibaba. - Kang Zhao; Pan Pan; Yun Zheng; Yanhao Zhang 002; Changxu Wang; Yingya Zhang; Yinghui Xu; Rong Jin 001 (CIKM, 2019)

EFLOPS: Algorithm and System Co-Design for a High Performance Distributed Training Platform. - Jianbo Dong; Zheng Cao 003; Tao Zhang; Jianxi Ye; Shaochuang Wang; Fei Feng; Li Zhao; Xiaoyong Liu; Liuyihan Song; Liwei Peng; Yiqun Guo; Xiaowei Jiang; et al. (HPCA, 2020)

Large-Scale Training System for 100-Million Classification at Alibaba. - Liuyihan Song; Pan Pan; Kang Zhao; Hao Yang; Yiming Chen 003; Yingya Zhang; Yinghui Xu; Rong Jin 001 (KDD, 2020)

Distribution Adaptive INT8 Quantization for Training CNNs. - Kang Zhao; Sida Huang; Pan Pan; Yinghan Li; Yingya Zhang; Zhenyu Gu; Yinghui Xu (AAAI, 2021)

Communication Efficient SGD via Gradient Sampling With Bayes Prior. - Liuyihan Song; Kang Zhao; Pan Pan; Yu Liu 063; Yingya Zhang; Yinghui Xu; Rong Jin 001 (CVPR, 2021)

DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training. - Kun Yuan 001; Yiming Chen 003; Xinmeng Huang; Yingya Zhang; Pan Pan; Yinghui Xu; Wotao Yin (ICCV, 2021)

Accelerating Gossip SGD with Periodic Global Averaging. - Yiming Chen 003; Kun Yuan 001; Yingya Zhang; Pan Pan; Yinghui Xu; Wotao Yin (ICML, 2021)

Extremely Compact Non-local Representation Learning. - Ansheng You; Xiangzeng Zhou; Yingya Zhang; Pan Pan; Yinghui Xu (KDD, 2021)

Once and for All: Self-supervised Multi-modal Co-training on One-billion Videos at Alibaba. - Lianghua Huang; Yu Liu 063; Xiangzeng Zhou; Ansheng You; Ming Li; Bin Wang; Yingya Zhang; Pan Pan; Yinghui Xu (ACM Multimedia, 2021)

ACCL: Architecting Highly Scalable Distributed Training Systems With Highly Efficient Collective Communication Library. - Jianbo Dong; Shaochuang Wang; Fei Feng; Zheng Cao 003; Heng Pan; Lingbo Tang; Pengcheng Li; Hao Li; Qianyuan Ran; Yiqun Guo; Shanyuan Gao; Xin Long; et al. (IEEE Micro, 2021)

ANN Softmax: Acceleration of Extreme Classification Training. - Kang Zhao; Liuyihan Song; Yingya Zhang; Pan Pan; Yinghui Xu; Rong Jin 001 (Proc. VLDB Endow., 2021)

Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization. - Kun Yuan 001; Xinmeng Huang; Yiming Chen 003; Xiaohan Zhang; Yingya Zhang; Pan Pan (NeurIPS, 2022)

Enlarging Instance-specific and Class-specific Information for Open-set Action Recognition. - Jun Cen; Shiwei Zhang 001; Xiang Wang 012; Yixuan Pei; Zhiwu Qing; Yingya Zhang; Qifeng Chen (CVPR, 2023)

MoLo: Motion-Augmented Long-Short Contrastive Learning for Few-Shot Action Recognition. - Xiang Wang 012; Shiwei Zhang 001; Zhiwu Qing; Changxin Gao; Yingya Zhang; Deli Zhao; Nong Sang (CVPR, 2023)

LipFormer: High-fidelity and Generalizable Talking Face Generation with A Pre-learned Facial Codebook. - Jiayu Wang; Kang Zhao; Shiwei Zhang 001; Yingya Zhang; Yujun Shen; Deli Zhao; Jingren Zhou 001 (CVPR, 2023)

Space-time Prompting for Video Class-incremental Learning. - Yixuan Pei; Zhiwu Qing; Shiwei Zhang 001; Xiang Wang 012; Yingya Zhang; Deli Zhao; Xueming Qian (ICCV, 2023)

Disentangling Spatial and Temporal Learning for Efficient Image-to-Video Transfer Learning. - Zhiwu Qing; Shiwei Zhang 001; Ziyuan Huang; Yingya Zhang; Changxin Gao; Deli Zhao; Nong Sang (ICCV, 2023)

RLIPv2: Fast Scaling of Relational Language-Image Pre-training. - Hangjie Yuan; Shiwei Zhang 001; Xiang Wang 012; Samuel Albanie; Yining Pan; Tao Feng 014; Jianwen Jiang; Dong Ni 002; Yingya Zhang; Deli Zhao (ICCV, 2023)

The Devil is in the Wrongly-classified Samples: Towards Unified Open-set Recognition. - Jun Cen; Di Luan; Shiwei Zhang 001; Yixuan Pei; Yingya Zhang; Deli Zhao; Shaojie Shen; Qifeng Chen (ICLR, 2023)

VideoComposer: Compositional Video Synthesis with Motion Controllability. - Xiang Wang 012; Hangjie Yuan; Shiwei Zhang 001; Dayou Chen; Jiuniu Wang; Yingya Zhang; Yujun Shen; Deli Zhao; Jingren Zhou 001 (NeurIPS, 2023)

FaceComposer: A Unified Model for Versatile Facial Content Creation. - Jiayu Wang; Kang Zhao; Yifeng Ma 001; Shiwei Zhang 001; Yingya Zhang; Yujun Shen; Deli Zhao; Jingren Zhou 001 (NeurIPS, 2023)

VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation. - Zhengxiong Luo 001; Dayou Chen; Yingya Zhang; Yan Huang 008; Liang Wang 001; Yujun Shen; Deli Zhao; Jingren Zhou 001; Tieniu Tan (CoRR, 2023)

Temporally-Adaptive Models for Efficient Video Understanding. - Ziyuan Huang; Shiwei Zhang 001; Liang Pan; Zhiwu Qing; Yingya Zhang; Ziwei Liu 002; Marcelo H. Ang Jr. (CoRR, 2023)

ModelScope Text-to-Video Technical Report. - Jiuniu Wang; Hangjie Yuan; Dayou Chen; Yingya Zhang; Xiang Wang 012; Shiwei Zhang 001 (CoRR, 2023)

DeltaSpace: A Semantic-aligned Feature Space for Flexible Text-guided Image Editing. - Yueming Lyu; Kang Zhao; Bo Peng 002; Yue Jiang; Yingya Zhang; Jing Dong 003 (CoRR, 2023)

Few-shot Action Recognition with Captioning Foundation Models. - Xiang Wang 012; Shiwei Zhang 001; Hangjie Yuan; Yingya Zhang; Changxin Gao; Deli Zhao; Nong Sang (CoRR, 2023)

I2VGen-XL: High-Quality Image-to-Video Synthesis via Cascaded Diffusion Models. - Shiwei Zhang 001; Jiayu Wang; Yingya Zhang; Kang Zhao; Hangjie Yuan; Zhiwu Qing; Xiang Wang 012; Deli Zhao; Jingren Zhou 001 (CoRR, 2023)

DreamVideo: Composing Your Dream Videos with Customized Subject and Motion. - Yujie Wei 001; Shiwei Zhang 001; Zhiwu Qing; Hangjie Yuan; Zhiheng Liu; Yu Liu 063; Yingya Zhang; Jingren Zhou 001; Hongming Shan (CoRR, 2023)

VideoLCM: Video Latent Consistency Model. - Xiang Wang 012; Shiwei Zhang 001; Han Zhang 010; Yu Liu 063; Yingya Zhang; Changxin Gao; Nong Sang (CoRR, 2023)

DreamTalk: When Expressive Talking Head Generation Meets Diffusion Probabilistic Models. - Yifeng Ma 001; Shiwei Zhang 001; Jiayu Wang; Xiang Wang 012; Yingya Zhang; Zhidong Deng (CoRR, 2023)

AE-NeRF: Audio Enhanced Neural Radiance Field for Few Shot Talking Head Synthesis. - Dongze Li; Kang Zhao; Wei Wang 025; Bo Peng 002; Yingya Zhang; Jing Dong 003; Tieniu Tan (AAAI, 2024)

Dream Video: Composing Your Dream Videos with Customized Subject and Motion. - Yujie Wei 001; Shiwei Zhang 001; Zhiwu Qing; Hangjie Yuan; Zhiheng Liu; Yu Liu 063; Yingya Zhang; Jingren Zhou 001; Hongming Shan (CVPR, 2024)

Hierarchical Spatio-temporal Decoupling for Text-to- Video Generation. - Zhiwu Qing; Shiwei Zhang 001; Jiayu Wang; Xiang Wang 012; Yujie Wei 001; Yingya Zhang; Changxin Gao; Nong Sang (CVPR, 2024)

A Recipe for Scaling up Text-to-Video Generation with Text-free Videos. - Xiang Wang 012; Shiwei Zhang 001; Hangjie Yuan; Zhiwu Qing; Biao Gong; Yingya Zhang; Yujun Shen; Changxin Gao; Nong Sang (CVPR, 2024)

InstructVideo: Instructing Video Diffusion Models with Human Feedback. - Hangjie Yuan; Shiwei Zhang 001; Xiang Wang 012; Yujie Wei 001; Tao Feng 014; Yining Pan; Yingya Zhang; Ziwei Liu 002; Samuel Albanie; Dong Ni 002 (CVPR, 2024)

S3D-NeRF: Single-Shot Speech-Driven Neural Radiance Field for High Fidelity Talking Head Synthesis. - Dongze Li; Kang Zhao; Wei Wang 025; Yifeng Ma 001; Bo Peng 002; Yingya Zhang; Jing Dong 003 (ECCV (10), 2024)

Freestyle 3D-Aware Portrait Synthesis Based on Compositional Generative Priors. - Tianxiang Ma; Kang Zhao; Jianxin Sun 003; Yingya Zhang; Jing Dong 003 (ICPR (6), 2024)

EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models. - Rui Zhao 001; Hangjie Yuan; Yujie Wei 001; Shiwei Zhang 001; Yuchao Gu; Lingmin Ran; Xiang Wang 012; Jay Zhangjie Wu; David Junhao Zhang; Yingya Zhang; Mike Zheng Shou (NeurIPS, 2024)

UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation. - Xiang Wang 012; Shiwei Zhang 001; Changxin Gao; Jiayu Wang; Xiaoqiang Zhou; Yingya Zhang; Luxin Yan; Nong Sang (CoRR, 2024)

EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models. - Rui Zhao 001; Hangjie Yuan; Yujie Wei 001; Shiwei Zhang 001; Yuchao Gu; Lingmin Ran; Xiang Wang 012; Jay Zhangjie Wu; Junhao Zhang; Yingya Zhang; Mike Zheng Shou (CoRR, 2024)

DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control. - Yujie Wei 001; Shiwei Zhang 001; Hangjie Yuan; Xiang Wang 012; Haonan Qiu; Rui Zhao 001; Yutong Feng; Feng Liu; Zhizhong Huang; Jiaxin Ye; Yingya Zhang; Hongming Shan (CoRR, 2024)

EgoVid-5M: A Large-Scale Video-Action Dataset for Egocentric Video Generation. - Xiaofeng Wang; Kang Zhao; Feng Liu; Jiayu Wang; Guosheng Zhao; Xiaoyi Bao; Zheng Zhu; Yingya Zhang; Xingang Wang 003 (CoRR, 2024)

PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation. - Hengjia Li; Haonan Qiu; Shiwei Zhang 001; Xiang Wang 012; Yujie Wei 001; Zekun Li; Yingya Zhang; Boxi Wu; Deng Cai 001 (CoRR, 2024)

FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion. - Haonan Qiu; Shiwei Zhang 001; Yujie Wei 001; Ruihang Chu; Hangjie Yuan; Xiang Wang 012; Yingya Zhang; Ziwei Liu 002 (CoRR, 2024)

CMDFusion: Bidirectional Fusion Network With Cross-Modality Knowledge Distillation for LiDAR Semantic Segmentation. - Jun Cen; Shiwei Zhang 001; Yixuan Pei; Kun Li; Hang Zheng; Maochun Luo; Yingya Zhang; Qifeng Chen (IEEE Robotics Autom. Lett., 2024)

CLIP-guided Prototype Modulating for Few-shot Action Recognition. - Xiang Wang 012; Shiwei Zhang 001; Jun Cen; Changxin Gao; Yingya Zhang; Deli Zhao; Nong Sang (Int. J. Comput. Vis., 2024)

FreeMask: Rethinking the Importance of Attention Masks for Zero-Shot Video Editing. - Lingling Cai; Kang Zhao; Hangjie Yuan; Yingya Zhang; Shiwei Zhang 001; Kejie Huang (AAAI, 2025)

Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model. - Feng Liu 050; Shiwei Zhang 001; Xiaofeng Wang; Yujie Wei 001; Haonan Qiu; Yuzhong Zhao; Yingya Zhang; Qixiang Ye; Fang Wan 001 (CVPR, 2025)

DreamRelation: Relation-Centric Video Customization. - Yujie Wei 001; Shiwei Zhang 001; Hangjie Yuan; Biao Gong; Longxiang Tang; Xiang Wang 012; Haonan Qiu; Hengjia Li; Shuai Tan; Yingya Zhang; Hongming Shan (CoRR, 2025)

Wan: Open and Advanced Large-Scale Video Generative Models. - Ang Wang; Baole Ai; Bin Wen; Chaojie Mao; Chen-Wei Xie; Di Chen; Feiwu Yu; Haiming Zhao; Jianxiao Yang; Jianyuan Zeng; Jiayu Wang; Jingfeng Zhang; et al. (CoRR, 2025)

Taming Consistency Distillation for Accelerated Human Image Animation. - Xiang Wang 012; Shiwei Zhang 001; Hangjie Yuan; Yujie Wei 001; Yingya Zhang; Changxin Gao; Yuehuan Wang; Nong Sang (CoRR, 2025)

UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer. - Xiang Wang 012; Shiwei Zhang 001; Longxiang Tang; Yingya Zhang; Changxin Gao; Yuehuan Wang; Nong Sang (CoRR, 2025)

DFVEdit: Conditional Delta Flow Vector for Zero-shot Video Editing. - Lingling Cai; Kang Zhao; Hangjie Yuan; Xiang Wang; Yingya Zhang; Kejie Huang (CoRR, 2025)

Self-Contradiction as Self-Improvement: Mitigating the Generation-Understanding Gap in MLLMs. - Yujin Han; Hao Chen; Andi Han; Zhiheng Wang; Xinyu Lin; Yingya Zhang; Shiwei Zhang; Difan Zou (CoRR, 2025)

TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation. - Zhekai Chen; Ruihang Chu; Yukang Chen; Shiwei Zhang; Yujie Wei; Yingya Zhang; Xihui Liu (CoRR, 2025)

Exploiting Discriminative Codebook Prior for Autoregressive Image Generation. - Longxiang Tang; Ruihang Chu; Xiang Wang; Yujin Han; Pingyu Wu; Chunming He; Yingya Zhang; Shiwei Zhang; Jiaya Jia (CoRR, 2025)