ML Anthology

Yan, Shuicheng

292 publications

ICLR 2026 AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems? Guibin Zhang, Junhao Wang, Junjie Chen, Wangchunshu Zhou, Kun Wang, Shuicheng Yan
ICLR 2026 Beyond Text-to-Image: Liberating Generation with a Unified Discrete Diffusion Model Qingyu Shi, Jinbin Bai, Zhuoran Zhao, Wenhao Chai, Kaidong Yu, Jianzong Wu, Shuangyong Song, Yunhai Tong, Xiangtai Li, Xuelong Li, Shuicheng Yan
ICLR 2026 Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation Yue Liao, Pengfei Zhou, Siyuan Huang, Donglin Yang, Shengcong Chen, Yuxin Jiang, Yue Hu, Si Liu, Jianlan Luo, Liliang Chen, Shuicheng Yan, Maoqing Yao, Guanghui Ren
ICLR 2026 Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models Yuansen Liu, Haiming Tang, Jinlong Peng, Jiangning Zhang, Xiaozhong Ji, Qingdong He, Donghao Luo, Zhenye Gan, Junwei Zhu, Yunhang Shen, Chaoyou Fu, Chengjie Wang, Xiaobin Hu, Shuicheng Yan
ICLR 2026 IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment Yinan Chen, Jiangning Zhang, Teng Hu, Yuxiang Zeng, Zhucun Xue, Qingdong He, Chengjie Wang, Yong Liu, Xiaobin Hu, Shuicheng Yan
ICLR 2026 M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding Juntao Jiang, Jiangning Zhang, Yali Bi, Bai Jinsheng, Weixuan Liu, Weiwei Jin, Zhucun Xue, Yong Liu, Xiaobin Hu, Shuicheng Yan
TMLR 2026 MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation Longtao Zheng, Yifan Zhang, Hanzhong Guo, Jiachun Pan, Zhenxiong Tan, Jiahao Lu, Chuanxin Tang, Bo An, Shuicheng Yan
ICLR 2026 MemGen: Weaving Generative Latent Memory for Self-Evolving Agents Guibin Zhang, Muxin Fu, Shuicheng Yan
ICLR 2026 Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs Yongyi Su, Haojie Zhang, Shijie Li, Nanqing Liu, Jingyi Liao, Junyi Pan, Yuan Liu, Xiaofen Xing, Chong Sun, Chen Li, Nancy F. Chen, Shuicheng Yan, Xulei Yang, Xun Xu
ICLR 2026 Stacked from One: Multi-Scale Self-Injection for Context Window Extension Wei Han, Pan Zhou, Shuicheng Yan
ICLR 2026 Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking Shengqiong Wu, Bobo Li, Xinkai Wang, Xiangtai Li, Lei Cui, Furu Wei, Shuicheng Yan, Hao Fei, Tat-Seng Chua
TMLR 2026 The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai
ICLR 2026 UniF$^2$ace: A $\underline{Uni}$fied $\underline{F}$ine-Grained $\underline{Face}$ Understanding and Generation Model Junzhe Li, Sifan Zhou, Liya Guo, Xuerui Qiu, Linrui Xu, TingTing Long, Chun Fan, Ming Li, Hehe Fan, Jun Liu, Shuicheng Yan
ICLR 2026 VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents Tri Cao, Bennett Lim, Yue Liu, Yuan Sui, Yuexin Li, Shumin Deng, Lin Lu, Nay Oo, Shuicheng Yan, Bryan Hooi
ICLR 2026 Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow Xinlei Yu, Chengming Xu, Guibin Zhang, Yongbo He, Zhangquan Chen, Zhucun Xue, Jiangning Zhang, Yue Liao, Xiaobin Hu, Yu-Gang Jiang, Shuicheng Yan
ICLR 2025 AgentStudio: A Toolkit for Building General Virtual Agents Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan
ICCV 2025 Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation Gang Dai, Yifan Zhang, Yutao Qin, Qiangya Guo, Shuangping Huang, Shuicheng Yan
AAAI 2025 Combating Multimodal LLM Hallucination via Bottom-up Holistic Reasoning Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua
ICML 2025 Cradle: Empowering Foundation Agents Towards General Computer Control Weihao Tan, Wentao Zhang, Xinrun Xu, Haochong Xia, Ziluo Ding, Boyu Li, Bohan Zhou, Junpeng Yue, Jiechuan Jiang, Yewen Li, Ruyi An, Molei Qin, Chuqiao Zong, Longtao Zheng, Yujie Wu, Xiaoqiang Chai, Yifei Bi, Tianbao Xie, Pengjie Gu, Xiyun Li, Ceyao Zhang, Long Tian, Chaojie Wang, Xinrun Wang, Börje F. Karlsson, Bo An, Shuicheng Yan, Zongqing Lu
ICML 2025 EasyInv: Toward Fast and Better DDIM Inversion Ziyue Zhang, Mingbao Lin, Shuicheng Yan, Rongrong Ji
AAAI 2025 Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang, Xiangtai Li, Henghui Ding, Lu Qi, Jiangning Zhang, Yunhai Tong, Chen Change Loy, Shuicheng Yan
NeurIPS 2025 G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems Guibin Zhang, Muxin Fu, Kun Wang, Guancheng Wan, Miao Yu, Shuicheng Yan
ICLR 2025 IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts Bohan Zeng, Shanglin Li, Yutang Feng, Ling Yang, Juan Zhang, Hong Li, Jiaming Liu, Conghui He, Wentao Zhang, Jianzhuang Liu, Baochang Zhang, Shuicheng Yan
NeurIPS 2025 JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent Yunlong Lin, ZiXu Lin, Kunjie Lin, Jinbin Bai, Panwang Pan, Chenxin Li, Haoyu Chen, Zhongdao Wang, Xinghao Ding, Wenbo Li, Shuicheng Yan
NeurIPS 2025 JavisGPT: A Unified Multi-Modal LLM for Sounding-Video Comprehension and Generation Kai Liu, Jungang Li, Yuchong Sun, Shengqiong Wu, Jianzhang Gao, Daoan Zhang, Wei Zhang, Sheng Jin, Sicheng Yu, Geng Zhan, Jiayi Ji, Fan Zhou, Liang Zheng, Shuicheng Yan, Hao Fei, Tat-Seng Chua
ICCV 2025 MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes Xinjie Zhang, Zhening Liu, Yifan Zhang, Xingtong Ge, Dailan He, Tongda Xu, Yan Wang, Zehong Lin, Shuicheng Yan, Jun Zhang
ICLR 2025 Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis Jinbin Bai, Tian Ye, Wei Chow, Enxin Song, Qing-Guo Chen, Xiangtai Li, Zhen Dong, Lei Zhu, Shuicheng Yan
ICLR 2025 MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan
ICML 2025 MoH: Multi-Head Attention as Mixture-of-Head Attention Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan
ICML 2025 On Path to Multimodal Generalist: General-Level and General-Bench Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Weiming Wu, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang
AAAI 2025 Point Cloud Mamba: Point Cloud Learning via State Space Model Tao Zhang, Haobo Yuan, Lu Qi, Jiangning Zhang, Qianyu Zhou, Shunping Ji, Shuicheng Yan, Xiangtai Li
AAAI 2025 PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model Hao Yang, Qianyu Zhou, Haijia Sun, Xiangtai Li, Fengqi Liu, Xuequan Lu, Lizhuang Ma, Shuicheng Yan
ICLR 2025 Poison-Splat: Computation Cost Attack on 3D Gaussian Splatting Jiahao Lu, Yifan Zhang, Qiuhong Shen, Xinchao Wang, Shuicheng Yan
ICLR 2025 Policy Optimization Under Imperfect Human Interactions with Agent-Gated Shared Autonomy Zhenghai Xue, Bo An, Shuicheng Yan
ICML 2025 Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning Zhenghai Xue, Lang Feng, Jiacheng Xu, Kang Kang, Xiang Wen, Bo An, Shuicheng Yan
NeurIPS 2025 RoboCerebra: A Large-Scale Benchmark for Long-Horizon Robotic Manipulation Evaluation Songhao Han, Boxiang Qiu, Yue Liao, Siyuan Huang, Chen Gao, Shuicheng Yan, Si Liu
ICLR 2025 SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction Ling Yang, Zhaochen Yu, Tianjun Zhang, Minkai Xu, Joseph E. Gonzalez, Bin Cui, Shuicheng Yan
ICLR 2025 Towards Semantic Equivalence of Tokenization in Multimodal LLM Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
NeurIPS 2024 Action Imitation in Common Action Space for Customized Action Image Synthesis Wang Lin, Jingyuan Chen, Jiaxin Shi, Zirun Guo, Yichen Zhu, Zehan Wang, Tao Jin, Zhou Zhao, Fei Wu, Shuicheng Yan, Hanwang Zhang
NeurIPSW 2024 AgentStudio: A Toolkit for Building General Virtual Agents Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan
ICML 2024 Auto-Encoding Morph-Tokens for Multimodal LLM Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang
NeurIPS 2024 Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models Jiahao Ying, Yixin Cao, Yushi Bai, Qianru Sun, Bo Wang, Wei Tang, Zhaojun Ding, Yizhe Yang, Xuanjing Huang, Shuicheng Yan
ECCV 2024 BAFFLE: A Baseline of Backpropagation-Free Federated Learning Haozhe Feng, Tianyu Pang, Chao Du, Wei Chen, Shuicheng Yan, Min Lin
NeurIPSW 2024 Cradle: Empowering Foundation Agents Towards General Computer Control Weihao Tan, Wentao Zhang, Xinrun Xu, Haochong Xia, Gang Ding, Boyu Li, Bohan Zhou, Junpeng Yue, Jiechuan Jiang, Yewen Li, Ruyi An, Molei Qin, Chuqiao Zong, Longtao Zheng, YuJie Wu, Xiaoqiang Chai, Yifei Bi, Tianbao Xie, Pengjie Gu, Xiyun Li, Ceyao Zhang, Long Tian, Chaojie Wang, Xinrun Wang, Börje F. Karlsson, Bo An, Shuicheng Yan, Zongqing Lu
ECCV 2024 Improving Video Segmentation via Dynamic Anchor Queries Yikang Zhou, Tao Zhang, Xiangtai Li, Shunping Ji, Shuicheng Yan
CVPR 2024 InceptionNeXt: When Inception Meets ConvNeXt Weihao Yu, Pan Zhou, Shuicheng Yan, Xinchao Wang
NeurIPS 2024 MVGamba: Unify 3D Content Generation as State Space Sequence Modeling Xuanyu Yi, Zike Wu, Qiuhong Shen, Qingshan Xu, Pan Zhou, Joo-Hwee Lim, Shuicheng Yan, Xinchao Wang, Hanwang Zhang
ICML 2024 Non-Confusing Generation of Customized Concepts in Diffusion Models Wang Lin, Jingyuan Chen, Jiaxin Shi, Yichen Zhu, Chen Liang, Junzhong Miao, Tao Jin, Zhou Zhao, Fei Wu, Shuicheng Yan, Hanwang Zhang
NeurIPS 2024 OMG-LLaVA: Bridging Image-Level, Object-Level, Pixel-Level Reasoning and Understanding Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan
ECCV 2024 Region-Native Visual Tokenization Mengyu Wang, Yuyao Huang, Henghui Ding, Xinlong Wang, Tiejun Huang, Yao Zhao, Yunchao Wei, Shuicheng Yan
IJCAI 2024 Reinforcement Learning from Diverse Human Preferences Wanqi Xue, Bo An, Shuicheng Yan, Zhongwen Xu
NeurIPS 2024 Vitron: A Unified Pixel-Level Vision LLM for Understanding, Generating, Segmenting, Editing Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
JMLR 2024 Win: Weight-Decay-Integrated Nesterov Acceleration for Faster Network Training Pan Zhou, Xingyu Xie, Zhouchen Lin, Kim-Chuan Toh, Shuicheng Yan
ICLR 2023 Arbitrary Virtual Try-on Network: Characteristics Representation and Trade-Off Between Body and Clothing Yu Liu, Mingbo Zhao, Zhao Zhang, Jicong Fan, Yang Lou, Shuicheng Yan
ICML 2023 Bag of Tricks for Training Data Extraction from Language Models Weichen Yu, Tianyu Pang, Qian Liu, Chao Du, Bingyi Kang, Yan Huang, Min Lin, Shuicheng Yan
ICLR 2023 Bag of Tricks for Unsupervised Text-to-Speech Yi Ren, Chen Zhang, Shuicheng Yan
ICML 2023 Better Diffusion Models Further Improve Adversarial Training Zekai Wang, Tianyu Pang, Chao Du, Min Lin, Weiwei Liu, Shuicheng Yan
ICLR 2023 D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory Tianbo Li, Min Lin, Zheyuan Hu, Kunhao Zheng, Giovanni Vignale, Kenji Kawaguchi, A.H. Castro Neto, Kostya S. Novoselov, Shuicheng Yan
ICLR 2023 Distributional Meta-Gradient Reinforcement Learning Haiyan Yin, Shuicheng Yan, Zhongwen Xu
NeurIPS 2023 Efficient Diffusion Policies for Offline Reinforcement Learning Bingyi Kang, Xiao Ma, Chao Du, Tianyu Pang, Shuicheng Yan
ICLR 2023 Efficient Offline Policy Optimization with a Learned Model Zichen Liu, Siyi Li, Wee Sun Lee, Shuicheng Yan, Zhongwen Xu
CVPR 2023 Exploring Incompatible Knowledge Transfer in Few-Shot Image Generation Yunqing Zhao, Chao Du, Milad Abdollahzadeh, Tianyu Pang, Min Lin, Shuicheng Yan, Ngai-Man Cheung
NeurIPS 2023 Gaussian Mixture Solvers for Diffusion Models Hanzhong Guo, Cheng Lu, Fan Bao, Tianyu Pang, Shuicheng Yan, Chao Du, Chongxuan Li
ICLR 2023 LPT: Long-Tailed Prompt Tuning for Image Classification Bowen Dong, Pan Zhou, Shuicheng Yan, Wangmeng Zuo
ICCV 2023 Masked Diffusion Transformer Is a Strong Image Synthesizer Shanghua Gao, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan
NeurIPS 2023 Mutual Information Regularized Offline Reinforcement Learning Xiao Ma, Bingyi Kang, Zhongwen Xu, Min Lin, Shuicheng Yan
ICLRW 2023 Neural Integral Functionals Zheyuan Hu, Tianbo Li, Zekun Shi, Kunhao Zheng, Giovanni Vignale, Kenji Kawaguchi, Shuicheng Yan, Min Lin
ICML 2023 Nonparametric Generative Modeling with Conditional Sliced-Wasserstein Flows Chao Du, Tianbo Li, Tianyu Pang, Shuicheng Yan, Min Lin
NeurIPS 2023 On Calibrating Diffusion Probabilistic Models Tianyu Pang, Cheng Lu, Chao Du, Min Lin, Shuicheng Yan, Zhijie Deng
CVPR 2023 Position-Guided Text Prompt for Vision-Language Pre-Training Jinpeng Wang, Pan Zhou, Mike Zheng Shou, Shuicheng Yan
ICLR 2023 RPM: Generalizable Multi-Agent Policies for Multi-Agent Reinforcement Learning Wei Qiu, Xiao Ma, Bo An, Svetlana Obraztsova, Shuicheng Yan, Zhongwen Xu
ICLR 2023 Revisiting Intrinsic Reward for Exploration in Procedurally Generated Environments Kaixin Wang, Kuangqi Zhou, Bingyi Kang, Jiashi Feng, Shuicheng Yan
ICCV 2023 STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition Ming Li, Xiangyu Xu, Hehe Fan, Pan Zhou, Jun Liu, Jia-Wei Liu, Jiahe Li, Jussi Keppo, Mike Zheng Shou, Shuicheng Yan
NeurIPS 2023 ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection Zhongzhan Huang, Pan Zhou, Shuicheng Yan, Liang Lin
ICLR 2023 Spikformer: When Spiking Neural Network Meets Transformer Zhaokun Zhou, Yuesheng Zhu, Chao He, Yaowei Wang, Shuicheng Yan, Yonghong Tian, Li Yuan
ICLR 2023 Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks Jiachun Pan, Pan Zhou, Shuicheng Yan
AAAI 2023 Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning Yang Yue, Bingyi Kang, Zhongwen Xu, Gao Huang, Shuicheng Yan
ICLR 2023 Visual Imitation Learning with Patch Rewards Minghuan Liu, Tairan He, Weinan Zhang, Shuicheng Yan, Zhongwen Xu
ICLR 2023 Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms Pan Zhou, Xingyu Xie, Shuicheng Yan
ICMLW 2022 $O(N^2)$ Universal Antisymmetry in Fermionic Neural Networks Tianyu Pang, Shuicheng Yan, Min Lin
NeurIPSW 2022 Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models Xingyu Xie, Pan Zhou, Huan Li, Zhouchen Lin, Shuicheng Yan
NeurIPSW 2022 Boosting Offline Reinforcement Learning via Data Rebalancing Yang Yue, Bingyi Kang, Xiao Ma, Zhongwen Xu, Gao Huang, Shuicheng Yan
CVPR 2022 Deep Color Consistent Network for Low-Light Image Enhancement Zhao Zhang, Huan Zheng, Richang Hong, Mingliang Xu, Shuicheng Yan, Meng Wang
ECCV 2022 DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition Yuxuan Liang, Pan Zhou, Roger Zimmermann, Shuicheng Yan
NeurIPSW 2022 Efficient Offline Policy Optimization with a Learned Model Zichen Liu, Siyi Li, Wee Sun Lee, Shuicheng Yan, Zhongwen Xu
NeurIPS 2022 EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine Jiayi Weng, Min Lin, Shengyi Huang, Bo Liu, Denys Makoviichuk, Viktor Makoviychuk, Zichen Liu, Yufan Song, Ting Luo, Yukun Jiang, Zhongwen Xu, Shuicheng Yan
ECCV 2022 Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering Mingfei Chen, Jianfeng Zhang, Xiangyu Xu, Lijuan Liu, Yujun Cai, Jiashi Feng, Shuicheng Yan
ECCV 2022 Improving Vision Transformers by Revisiting High-Frequency Components Jiawang Bai, Li Yuan, Shu-Tao Xia, Shuicheng Yan, Zhifeng Li, Wei Liu
NeurIPS 2022 Inception Transformer Chenyang Si, Weihao Yu, Pan Zhou, Yichen Zhou, Xinchao Wang, Shuicheng Yan
CVPR 2022 MetaFormer Is Actually What You Need for Vision Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou, Xinchao Wang, Jiashi Feng, Shuicheng Yan
NeurIPSW 2022 Mutual Information Regularized Offline Reinforcement Learning Xiao Ma, Bingyi Kang, Zhongwen Xu, Min Lin, Shuicheng Yan
ICML 2022 Robustness and Accuracy Could Be Reconcilable by (Proper) Definition Tianyu Pang, Min Lin, Xiao Yang, Jun Zhu, Shuicheng Yan
ECCV 2022 Self-Promoted Supervision for Few-Shot Transformer Bowen Dong, Pan Zhou, Shuicheng Yan, Wangmeng Zuo
ECCV 2022 Video Graph Transformer for Video Question Answering Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
NeurIPSW 2022 Visual Imitation Learning with Patch Rewards Minghuan Liu, Tairan He, Weinan Zhang, Shuicheng Yan, Zhongwen Xu
NeurIPSW 2022 Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms Pan Zhou, Xingyu Xie, Shuicheng Yan
NeurIPS 2021 Direct Multi-View Multi-Person 3D Pose Estimation Tao Wang, Jianfeng Zhang, Yujun Cai, Shuicheng Yan, Jiashi Feng
NeurIPS 2021 How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? Xinshuai Dong, Anh Tuan Luu, Min Lin, Shuicheng Yan, Hanwang Zhang
AAAI 2021 Partial-Label and Structure-Constrained Deep Coupled Factorization Network Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang
ICCV 2021 PnP-DETR: Towards Efficient Visual Analysis with Transformers Tao Wang, Li Yuan, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
ICCV 2021 Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet Li Yuan, Yunpeng Chen, Tao Wang, Weihao Yu, Yujun Shi, Zi-Hang Jiang, Francis E.H. Tay, Jiashi Feng, Shuicheng Yan
NeurIPS 2021 Towards Understanding Why Lookahead Generalizes Better than SGD and Beyond Pan Zhou, Hanshu Yan, Xiaotong Yuan, Jiashi Feng, Shuicheng Yan
CVPR 2020 AdversarialNAS: Adversarial Neural Architecture Search for GANs Chen Gao, Yunpeng Chen, Si Liu, Zhenxiong Tan, Shuicheng Yan
NeurIPS 2020 ConvBERT: Improving BERT with Span-Based Dynamic Convolution Zi-Hang Jiang, Weihao Yu, Daquan Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
ECCV 2020 Highly Efficient Salient Object Detection with 100k Parameters Shang-Hua Gao, Yong-Qiang Tan, Ming-Ming Cheng, Chengze Lu, Yunpeng Chen, Shuicheng Yan
CVPR 2020 PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer Wentao Jiang, Si Liu, Chen Gao, Jie Cao, Ran He, Jiashi Feng, Shuicheng Yan
ECCV 2020 Rethinking Bottleneck Structure for Efficient Mobile Network Design Daquan Zhou, Qibin Hou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
ICCV 2019 Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution Yunpeng Chen, Haoqi Fan, Bing Xu, Zhicheng Yan, Yannis Kalantidis, Marcus Rohrbach, Shuicheng Yan, Jiashi Feng
NeurIPS 2019 Efficient Meta Learning via Minibatch Proximal Update Pan Zhou, Xiaotong Yuan, Huan Xu, Shuicheng Yan, Jiashi Feng
AAAI 2019 Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Fang Zhao, Jianshu Li, Hengzhu Liu, Shuicheng Yan, Jiashi Feng
IJCAI 2019 Multi-Prototype Networks for Unconstrained Set-Based Face Recognition Jian Zhao, Jianshu Li, Xiaoguang Tu, Fang Zhao, Yuan Xin, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng
ICCV 2019 Single-Stage Multi-Person Pose Machines Xuecheng Nie, Jiashi Feng, Jianfeng Zhang, Shuicheng Yan
WACV 2019 Task Relation Networks Jianshu Li, Pan Zhou, Yunpeng Chen, Jian Zhao, Sujoy Roy, Shuicheng Yan, Jiashi Feng, Terence Sim
ICCV 2019 Very Long Natural Scenery Image Prediction by Outpainting Zongxin Yang, Jian Dong, Ping Liu, Yi Yang, Shuicheng Yan
IJCAI 2018 3D-Aided Deep Pose-Invariant Face Recognition Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
NeurIPS 2018 A^2-Nets: Double Attention Networks Yunpeng Chen, Yannis Kalantidis, Jianshu Li, Shuicheng Yan, Jiashi Feng
ECCV 2018 Dynamic Conditional Networks for Few-Shot Learning Fang Zhao, Jian Zhao, Shuicheng Yan, Jiashi Feng
IJCAI 2018 Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
IJCAI 2018 High Resolution Feature Recovering for Accelerating Urban Scene Parsing Rui Zhang, Sheng Tang, Luoqi Liu, Yongdong Zhang, Jintao Li, Shuicheng Yan
CVPR 2018 Human Pose Estimation with Parsing Induced Learner Xuecheng Nie, Jiashi Feng, Yiming Zuo, Shuicheng Yan
ECCV 2018 Multi-Fiber Networks for Video Recognition Yunpeng Chen, Yannis Kalantidis, Jianshu Li, Shuicheng Yan, Jiashi Feng
CVPR 2018 Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation Pengyuan Lyu, Cong Yao, Wenhao Wu, Shuicheng Yan, Xiang Bai
ECCV 2018 Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation Xuecheng Nie, Jiashi Feng, Shuicheng Yan
CVPR 2018 Neural Style Transfer via Meta Networks Falong Shen, Shuicheng Yan, Gang Zeng
AAAI 2018 Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
ECCV 2018 Pose Partition Networks for Multi-Person Pose Estimation Xuecheng Nie, Jiashi Feng, Junliang Xing, Shuicheng Yan
IJCAI 2018 Sharing Residual Units Through Collective Tensor Factorization to Improve Deep Neural Networks Yunpeng Chen, Xiaojie Jin, Bingyi Kang, Jiashi Feng, Shuicheng Yan
CVPR 2018 Towards Pose Invariant Face Recognition in the Wild Jian Zhao, Yu Cheng, Yan Xu, Lin Xiong, Jianshu Li, Fang Zhao, Karlekar Jayashree, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
ICML 2018 WSNet: Compact and Efficient Networks Through Weight Sampling Xiaojie Jin, Yingzhen Yang, Ning Xu, Jianchao Yang, Nebojsa Jojic, Jiashi Feng, Shuicheng Yan
CVPRW 2017 3D-Assisted Coarse-to-Fine Extreme-Pose Facial Landmark Detection Shengtao Xiao, Jianshu Li, Yunpeng Chen, Zhecan Wang, Jiashi Feng, Shuicheng Yan, Ashraf A. Kassim
CVPR 2017 Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan
NeurIPS 2017 Dual Path Networks Yunpeng Chen, Jianan Li, Huaxin Xiao, Xiaojie Jin, Shuicheng Yan, Jiashi Feng
NeurIPS 2017 Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis Jian Zhao, Lin Xiong, Panasonic Karlekar Jayashree, Jianshu Li, Fang Zhao, Zhecan Wang, Panasonic Sugiri Pranata, Panasonic Shengmei Shen, Shuicheng Yan, Jiashi Feng
CVPRW 2017 Estimation of Affective Level in the Wild with Multiple Memory Networks Jianshu Li, Yunpeng Chen, Shengtao Xiao, Jian Zhao, Sujoy Roy, Jiashi Feng, Shuicheng Yan, Terence Sim
ICCV 2017 FoveaNet: Perspective-Aware Urban Scene Parsing Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng
IJCAI 2017 Global-Residual and Local-Boundary Refinement Networks for Rectifying Scene Parsing Predictions Rui Zhang, Sheng Tang, Min Lin, Jintao Li, Shuicheng Yan
CVPR 2017 Interpretable Structure-Evolving LSTM Xiaodan Liang, Liang Lin, Xiaohui Shen, Jiashi Feng, Shuicheng Yan, Eric P. Xing
CVPR 2017 Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search Bo Zhao, Jiashi Feng, Xiao Wu, Shuicheng Yan
CVPR 2017 More Is Less: A More Complicated Network with Less Inference Complexity Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan
AAAI 2017 Multi-Path Feedback Recurrent Neural Networks for Scene Parsing Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan
ICCV 2017 Neural Person Search Machines Hao Liu, Jiashi Feng, Zequn Jie, Karlekar Jayashree, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan
CVPR 2017 Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach Yunchao Wei, Jiashi Feng, Xiaodan Liang, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan
IJCAI 2017 Online Robust Low-Rank Tensor Learning Ping Li, Jiashi Feng, Xiaojie Jin, Luming Zhang, Xianghua Xu, Shuicheng Yan
CVPR 2017 Perceptual Generative Adversarial Networks for Small Object Detection Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, Shuicheng Yan
NeurIPS 2017 Predicting Scene Parsing and Motion Dynamics in the Future Xiaojie Jin, Huaxin Xiao, Xiaohui Shen, Jimei Yang, Zhe Lin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan
ICCV 2017 Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection Shengtao Xiao, Jiashi Feng, Luoqi Liu, Xuecheng Nie, Wei Wang, Shuicheng Yan, Ashraf Kassim
ICCV 2017 Scale-Adaptive Convolutions for Scene Parsing Rui Zhang, Sheng Tang, Yongdong Zhang, Jintao Li, Shuicheng Yan
CVPRW 2017 Self-Supervised Neural Aggregation Networks for Human Parsing Jian Zhao, Jianshu Li, Xuecheng Nie, Fang Zhao, Yunpeng Chen, Zhecan Wang, Jiashi Feng, Shuicheng Yan
CVPR 2017 Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF Falong Shen, Rui Gan, Shuicheng Yan, Gang Zeng
IJCAI 2017 Training Group Orthogonal Neural Networks with Privileged Information Yunpeng Chen, Xiaojie Jin, Jiashi Feng, Shuicheng Yan
ICCV 2017 Video Scene Parsing with Predictive Feature Learning Xiaojie Jin, Xin Li, Huaxin Xiao, Xiaohui Shen, Zhe Lin, Jimei Yang, Yunpeng Chen, Jian Dong, Luoqi Liu, Zequn Jie, Jiashi Feng, Shuicheng Yan
ECCV 2016 Collaborative Layer-Wise Discriminative Learning in Deep Neural Networks Xiaojie Jin, Yunpeng Chen, Jian Dong, Jiashi Feng, Shuicheng Yan
AAAI 2016 Deep Learning with S-Shaped Rectified Linear Activation Units Xiaojie Jin, Chunyan Xu, Jiashi Feng, Yunchao Wei, Junjun Xiong, Shuicheng Yan
AAAI 2016 Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan
ECCV 2016 Peak-Piloted Deep Network for Facial Expression Recognition Xiangyun Zhao, Xiaodan Liang, Luoqi Liu, Teng Li, Yugang Han, Nuno Vasconcelos, Shuicheng Yan
CVPR 2016 Recurrent Face Aging Wei Wang, Zhen Cui, Yan Yan, Jiashi Feng, Shuicheng Yan, Xiangbo Shu, Nicu Sebe
CVPR 2016 Recurrently Target-Attending Tracking Zhen Cui, Shengtao Xiao, Jiashi Feng, Shuicheng Yan
CVPR 2016 Reversible Recursive Instance-Level Object Segmentation Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Zequn Jie, Jiashi Feng, Liang Lin, Shuicheng Yan
ECCV 2016 Robust Facial Landmark Detection via Recurrent Attentive-Refinement Networks Shengtao Xiao, Jiashi Feng, Junliang Xing, Hanjiang Lai, Shuicheng Yan, Ashraf A. Kassim
ECCV 2016 Semantic Object Parsing with Graph LSTM Xiaodan Liang, Xiaohui Shen, Jiashi Feng, Liang Lin, Shuicheng Yan
CVPR 2016 Semantic Object Parsing with Local-Global Long Short-Term Memory Xiaodan Liang, Xiaohui Shen, Donglai Xiang, Jiashi Feng, Liang Lin, Shuicheng Yan
CVPR 2016 Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu, Zhouchen Lin, Shuicheng Yan
NeurIPS 2016 Tree-Structured Reinforcement Learning for Sequential Object Localization Zequn Jie, Xiaodan Liang, Jiashi Feng, Xiaojie Jin, Wen Lu, Shuicheng Yan
ICCV 2015 Additive Nearest Neighbor Feature Maps Zhenzhen Wang, Xiao-Tong Yuan, Qingshan Liu, Shuicheng Yan
ICCV 2015 Conditional Convolutional Neural Network for Modality-Aware Face Recognition Chao Xiong, Xiaowei Zhao, Danhang Tang, Karlekar Jayashree, Shuicheng Yan, Tae-Kyun Kim
ICCV 2015 Cross-Domain Image Retrieval with a Dual Attribute-Aware Ranking Network Junshi Huang, Rogerio S. Feris, Qiang Chen, Shuicheng Yan
CVPR 2015 Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes Qiang Chen, Junshi Huang, Rogerio Feris, Lisa M. Brown, Jian Dong, Shuicheng Yan
ICCVW 2015 Facial Landmark Detection via Progressive Initialization Shengtao Xiao, Shuicheng Yan, Ashraf A. Kassim
AAAI 2015 Generalized Singular Value Thresholding Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin
ICCV 2015 Human Parsing with Contextualized Convolutional Neural Network Xiaodan Liang, Chunyan Xu, Xiaohui Shen, Jianchao Yang, Si Liu, Jinhui Tang, Liang Lin, Shuicheng Yan
CVPR 2015 Matching-CNN Meets KNN: Quasi-Parametric Human Parsing Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan
CVPR 2015 Motion Part Regularization: Improving Action Recognition via Trajectory Selection Bingbing Ni, Pierre Moulin, Xiaokang Yang, Shuicheng Yan
ICCV 2015 Personalized Age Progression with Aging Dictionary Xiangbo Shu, Jinhui Tang, Hanjiang Lai, Luoqi Liu, Shuicheng Yan
ICLR 2015 Purine: A Bi-Graph Based Deep Learning Framework Min Lin, Shuo Li, Xuan Luo, Shuicheng Yan
CVPR 2015 SOLD: Sub-Optimal Low-Rank Decomposition for Efficient Video Segmentation Chenglong Li, Liang Lin, Wangmeng Zuo, Shuicheng Yan, Jin Tang
CVPR 2015 Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition Shaoxin Li, Junliang Xing, Zhiheng Niu, Shiguang Shan, Shuicheng Yan
CVPR 2015 Simultaneous Feature Learning and Hash Coding with Deep Neural Networks Hanjiang Lai, Yan Pan, Ye Liu, Shuicheng Yan
CVPR 2015 Structural Sparse Tracking Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Bernard Ghanem, Narendra Ahuja, Ming-Hsuan Yang
ICCV 2015 Task-Driven Feature Pooling for Image Classification Guo-Sen Xie, Xu-Yao Zhang, Xiangbo Shu, Shuicheng Yan, Cheng-Lin Liu
ICCV 2015 Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection Xiaodan Liang, Si Liu, Yunchao Wei, Luoqi Liu, Liang Lin, Shuicheng Yan
WACV 2014 Age Group Classification via Structured Fusion of Uncertainty-Driven Shape Features and Selected Surface Features Kuan-Hsien Liu, Shuicheng Yan, C.-C. Jay Kuo
NeurIPS 2014 Convex Optimization Procedure for Clustering: Theoretical Revisit Changbo Zhu, Huan Xu, Chenlei Leng, Shuicheng Yan
CVPR 2014 Cross-Scale Cost Aggregation for Stereo Matching Kang Zhang, Yuqiang Fang, Dongbo Min, Lifeng Sun, Shiqiang Yang, Shuicheng Yan, Qi Tian
CVPR 2014 DL-SFA: Deeply-Learned Slow Feature Analysis for Action Recognition Lin Sun, Kui Jia, Tsung-Han Chan, Yuqiang Fang, Gang Wang, Shuicheng Yan
ECCV 2014 Efficient K-Support Matrix Pursuit Hanjiang Lai, Yan Pan, Canyi Lu, Yong Tang, Shuicheng Yan
CVPR 2014 Generalized Nonconvex Nonsmooth Low-Rank Minimization Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin
CVPR 2014 Learning Scalable Discriminative Dictionary with Sample Relatedness Jiashi Feng, Stefanie Jegelka, Shuicheng Yan, Trevor Darrell
ICLR 2014 Network in Network Min Lin, Qiang Chen, Shuicheng Yan
NeurIPS 2014 On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification Yingzhen Yang, Feng Liang, Shuicheng Yan, Zhangyang Wang, Thomas S. Huang
ECCV 2014 Pipelining Localized Semantic Features for Fine-Grained Action Recognition Yang Zhou, Bingbing Ni, Shuicheng Yan, Pierre Moulin, Qi Tian
AAAI 2014 Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
NeurIPS 2014 Robust Logistic Regression and Classification Jiashi Feng, Huan Xu, Shie Mannor, Shuicheng Yan
CVPR 2014 Robust Subspace Segmentation with Block-Diagonal Prior Jiashi Feng, Zhouchen Lin, Huan Xu, Shuicheng Yan
AAAI 2014 Similarity-Preserving Binary Signature for Linear Subspaces Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang
AAAI 2014 Supervised Hashing for Image Retrieval via Image Representation Learning Rongkai Xia, Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan
CVPR 2014 Towards Multi-View and Partially-Occluded Face Alignment Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Shuicheng Yan
CVPR 2014 Towards Unified Human Parsing and Pose Estimation Jian Dong, Qiang Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan
ECCV 2014 Towards Unified Object Detection and Semantic Segmentation Jian Dong, Qiang Chen, Shuicheng Yan, Alan L. Yuille
ICCV 2013 A Deformable Mixture Parsing Model with Parselets Jian Dong, Qiang Chen, Wei Xia, Zhongyang Huang, Shuicheng Yan
CVPR 2013 A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan
CVPR 2013 Complex Event Detection via Multi-Source Video Attributes Zhigang Ma, Yi Yang, Zhongwen Xu, Shuicheng Yan, Nicu Sebe, Alexander G. Hauptmann
CVPR 2013 Compressed Hashing Yue Lin, Rong Jin, Deng Cai, Shuicheng Yan, Xuelong Li
ICCV 2013 Correlation Adaptive Subspace Segmentation by Trace Lasso Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
ICCV 2013 Correntropy Induced L2 Graph for Robust Subspace Clustering Canyi Lu, Jinhui Tang, Min Lin, Liang Lin, Shuicheng Yan, Zhouchen Lin
CVPR 2013 Efficient Maximum Appearance Search for Large-Scale Object Detection Qiang Chen, Zheng Song, Rogerio Feris, Ankur Datta, Liangliang Cao, Zhongyang Huang, Shuicheng Yan
ICCV 2013 Hierarchical Part Matching for Fine-Grained Visual Categorization Lingxi Xie, Qi Tian, Richang Hong, Shuicheng Yan, Bo Zhang
ICCV 2013 How Related Exemplars Help Complex Event Detection in Web Videos? Yi Yang, Zhigang Ma, Zhongwen Xu, Shuicheng Yan, Alexander G. Hauptmann
CVPR 2013 Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection Xiaolong Wang, Liang Lin, Lichao Huang, Shuicheng Yan
NeurIPS 2013 Online PCA for Contaminated Data Jiashi Feng, Huan Xu, Shie Mannor, Shuicheng Yan
NeurIPS 2013 Online Robust PCA via Stochastic Optimization Jiashi Feng, Huan Xu, Shuicheng Yan
AAAI 2013 Rank Aggregation via Low-Rank and Structured-Sparse Decomposition Yan Pan, Hanjiang Lai, Cong Liu, Yong Tang, Shuicheng Yan
ICCV 2013 Robust Object Tracking with Online Multi-Lifespan Dictionary Learning Junliang Xing, Jin Gao, Bing Li, Weiming Hu, Shuicheng Yan
ICCV 2013 Semantic Segmentation Without Annotating Segments Wei Xia, Csaba Domokos, Jian Dong, Loong-Fah Cheong, Shuicheng Yan
CVPR 2013 Subcategory-Aware Object Classification Jian Dong, Wei Xia, Qiang Chen, Jianshi Feng, Zhongyang Huang, Shuicheng Yan
ECCV 2012 Auto-Grouped Sparse Representation for Visual Analysis Jiashi Feng, Xiaotong Yuan, Zilei Wang, Huan Xu, Shuicheng Yan
ECCV 2012 Depth Matters: Influence of Depth Cues on Visual Saliency Congyan Lang, Tam V. Nguyen, Harish Katti, Karthik Yadati, Mohan S. Kankanhalli, Shuicheng Yan
CVPR 2012 Efficient Structure Detection via Random Consensus Graph Hairong Liu, Shuicheng Yan
AISTATS 2012 Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation Guangcan Liu, Huan Xu, Shuicheng Yan
AISTATS 2012 Forward Basis Selection for Sparse Approximation over Dictionary Xiaotong Yuan, Shuicheng Yan
CVPR 2012 Generalizing Wiberg Algorithm for Rigid and Nonrigid Factorizations with Missing Components and Metric Constraints Yinqiang Zheng, Shigeki Sugimoto, Shuicheng Yan, Masatoshi Okutomi
CVPR 2012 Hierarchical Matching with Side Information for Image Classification Qiang Chen, Zheng Song, Yang Hua, ZhongYang Huang, Shuicheng Yan
ECCV 2012 Object-Layout-Aware Image Retrieval for Personal Album Management Mengyou Li, Zheng Song, Qiang Chen, Liang Lin, ZhongYang Huang, Shuicheng Yan
ECCVW 2012 Object-Layout-Aware Image Retrieval for Personal Album Management Mengyou Li, Zheng Song, Qiang Chen, Liang Lin, ZhongYang Huang, Shuicheng Yan
CVPR 2012 Omni-Range Spatial Contexts for Visual Classification Bingbing Ni, Mengdi Xu, Jinhui Tang, Shuicheng Yan, Pierre Moulin
ECCV 2012 Order-Preserving Sparse Coding for Sequence Classification Bingbing Ni, Pierre Moulin, Shuicheng Yan
CVPR 2012 Practical Low-Rank Matrix Approximation Under Robust L1-Norm Yinqiang Zheng, Guangcan Liu, Shigeki Sugimoto, Shuicheng Yan, Masatoshi Okutomi
CVPR 2012 Robust Non-Negative Graph Embedding: Towards Noisy Data, Unreliable Graphs, and Noisy Labels Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Meng Wang, Tat-Seng Chua
ICML 2012 Robust PCA in High-Dimension: A Deterministic Approach Jiashi Feng, Huan Xu, Shuicheng Yan
ECCV 2012 Robust and Efficient Subspace Segmentation via Least Squares Regression Can-Yi Lu, Hai Min, Zhong-Qiu Zhao, Lin Zhu, De-Shuang Huang, Shuicheng Yan
ECCV 2012 Segmentation over Detection by Coupled Global and Local Sparse Representations Wei Xia, Zheng Song, Jiashi Feng, Loong Fah Cheong, Shuicheng Yan
CVPR 2012 Street-to-Shop: Cross-Scenario Clothing Retrieval via Parts Alignment and Auxiliary Set Si Liu, Zheng Song, Guangcan Liu, Changsheng Xu, Hanqing Lu, Shuicheng Yan
NeurIPS 2012 Super-Bit Locality-Sensitive Hashing Jianqiu Ji, Jianmin Li, Shuicheng Yan, Bo Zhang, Qi Tian
AISTATS 2011 A Finite Newton Algorithm for Non-Degenerate Piecewise Linear Systems Xiao–Tong Yuan, Shuicheng Yan
CVPR 2011 Accelerated Low-Rank Visual Recovery by Random Projection Yadong Mu, Jian Dong, Xiaotong Yuan, Shuicheng Yan
CVPR 2011 Contextualizing Object Detection and Classification Zheng Song, Qiang Chen, ZhongYang Huang, Yang Hua, Shuicheng Yan
AAAI 2011 Efficient Subspace Segmentation via Quadratic Programming Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen
CVPR 2011 Geometric ℓp-Norm Feature Pooling for Image Classification Jiashi Feng, Bingbing Ni, Qi Tian, Shuicheng Yan
ICCV 2011 Latent Low-Rank Representation for Subspace Segmentation and Feature Extraction Guangcan Liu, Shuicheng Yan
ICCV 2011 Learning Universal Multi-View Age Estimator Using Video Context Zheng Song, Bingbing Ni, Dong Guo, Terence Sim, Shuicheng Yan
ICCV 2011 Multi-Class Semi-Supervised SVMs with Positiveness Exclusive Regularization Xiaobai Liu, Xiaotong Yuan, Shuicheng Yan, Hai Jin
ICCV 2011 Multi-Label Visual Classification with Label Exclusive Context Xiangyu Chen, Xiao-Tong Yuan, Qiang Chen, Shuicheng Yan, Tat-Seng Chua
ICCV 2011 Multi-Task Low-Rank Affinity Pursuit for Image Segmentation Bin Cheng, Guangcan Liu, Jingdong Wang, ZhongYang Huang, Shuicheng Yan
ICCV 2011 Predicting Occupation via Human Clothing and Contexts Zheng Song, Meng Wang, Xian-Sheng Hua, Shuicheng Yan
CVPR 2011 Segment an Image by Looking into an Image Corpus Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Liang Lin, Hai Jin
AAAI 2011 Size Adaptive Selection of Most Informative Features Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng Yan, Changsheng Xu, Hanqing Lu
CVPR 2010 Common Visual Pattern Discovery via Spatially Coherent Correspondences Hairong Liu, Shuicheng Yan
CVPR 2010 Factorization Towards a Classifier Qiang Chen, Shuicheng Yan, Tian-Tsong Ng
AAAI 2010 Non-Metric Locality-Sensitive Hashing Yadong Mu, Shuicheng Yan
CVPR 2010 Nonparametric Label-to-Region by Search Xiaobai Liu, Shuicheng Yan, Jiebo Luo, Jinhui Tang, ZhongYang Huang, Hai Jin
ECCV 2010 Randomized Locality Sensitive Vocabularies for Bag-of-Features Model Yadong Mu, Ju Sun, Tony X. Han, Loong Fah Cheong, Shuicheng Yan
NeurIPS 2010 Robust Clustering as Ensembles of Affinity Relations Hairong Liu, Longin J. Latecki, Shuicheng Yan
ICML 2010 Robust Graph Mode Seeking by Graph Shift Hairong Liu, Shuicheng Yan
CVPR 2010 Sparse Representation Using Nonnegative Curds and Whey Yanan Liu, Fei Wu, Zhihua Zhang, Yueting Zhuang, Shuicheng Yan
CVPR 2010 Spatialized Epitome and Its Applications Xinqi Chu, Shuicheng Yan, Liyuan Li, Kap Luk Chan, Thomas S. Huang
CVPR 2010 Visual Classification with Multi-Task Joint Sparse Representation Xiaotong Yuan, Shuicheng Yan
CVPR 2010 Weakly-Supervised Hashing in Kernel Space Yadong Mu, Jialie Shen, Shuicheng Yan
ICCV 2009 Action Detection in Complex Scenes with Spatial and Temporal Ambiguities Yuxiao Hu, Liangliang Cao, Fengjun Lv, Shuicheng Yan, Yihong Gong, Thomas S. Huang
ICCV 2009 An HOG-LBP Human Detector with Partial Occlusion Handling Xiaoyu Wang, Tony X. Han, Shuicheng Yan
CVPR 2009 Contextual Decomposition of Multi-Label Images Teng Li, Tao Mei, Shuicheng Yan, In-So Kweon, Chil-Woo Lee
CVPR 2009 Contextualizing Histogram Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim
CVPR 2009 Hierarchical Spatio-Temporal Context Modeling for Action Recognition Ju Sun, Xiao Wu, Shuicheng Yan, Loong Fah Cheong, Tat-Seng Chua, Jintao Li
CVPR 2009 Multi-Label Sparse Coding for Automatic Image Annotation Changhu Wang, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang
CVPR 2009 Multiplicative Nonnegative Graph Embedding Changhu Wang, Zheng Song, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang
AISTATS 2009 Non-Negative Semi-Supervised Learning Changhu Wang, Shuicheng Yan, Lei Zhang, Hongjiang Zhang
CVPR 2009 Recognizing Human Group Activities with Localized Causalities Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim
IJCAI 2009 Semi-Supervised Classification on Evolutionary Data Yangqing Jia, Shuicheng Yan, Changshui Zhang
CVPR 2008 Discriminative Local Binary Patterns for Human Detection in Personal Album Yadong Mu, Shuicheng Yan, Yi Liu, Thomas S. Huang, Bingfeng Zhou
CVPR 2008 Misalignment-Robust Face Recognition Huan Wang, Shuicheng Yan, Thomas S. Huang, Jianzhuang Liu, Xiaoou Tang
CVPR 2008 Near Duplicate Image Identification with Patially Aligned Pyramid Matching Dong Xu, Tat-Jen Cham, Shuicheng Yan, Shih-Fu Chang
CVPR 2008 Non-Negative Graph Embedding Jianchao Yang, Shuicheng Yan, Yun Fu, Xuelong Li, Thomas S. Huang
CVPR 2008 Pair-Activity Classification by Bi-Trajectories Analysis Yue Zhou, Shuicheng Yan, Thomas S. Huang
CVPR 2008 Regression from Patch-Kernel Shuicheng Yan, Xi Zhou, Ming Liu, Mark Hasegawa-Johnson, Thomas S. Huang
AAAI 2008 Trace Ratio Criterion for Feature Selection Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan
IJCAI 2007 A Convengent Solution to Tensor Subspace Learning Huan Wang, Shuicheng Yan, Thomas S. Huang, Xiaoou Tang
CVPR 2007 Element Rearrangement for Tensor-Based Subspace Learning Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
ICCV 2007 Learning Auto-Structured Regressor from Uncertain Nonnegative Labels Shuicheng Yan, Huan Wang, Xiaoou Tang, Thomas S. Huang
CVPR 2007 Trace Ratio vs. Ratio Trace for Dimensionality Reduction Huan Wang, Shuicheng Yan, Dong Xu, Xiaoou Tang, Thomas S. Huang
ICML 2007 Transductive Regression Piloted by Inter-Manifold Relations Huan Wang, Shuicheng Yan, Thomas S. Huang, Jianzhuang Liu, Xiaoou Tang
CVPR 2006 Learning Semantic Patterns with Discriminant Localized Binary Projections Shuicheng Yan, Tianqiang Yuan, Xiaoou Tang
ICML 2006 Locally Adaptive Classification Piloted by Uncertainty Juan Dai, Shuicheng Yan, Xiaoou Tang, James T. Kwok
CVPR 2006 Pursuing Informative Projection on Grassmann Manifold Dahua Lin, Shuicheng Yan, Xiaoou Tang
CVPR 2006 Rank-One Projections with Adaptive Margins for Face Recognition Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang
ECCV 2006 Trace Quotient Problems Revisited Shuicheng Yan, Xiaoou Tang
CVPR 2005 Concurrent Subspaces Analysis Dong Xu, Shuicheng Yan, Lei Zhang, HongJiang Zhang, Zhengkai Liu, Heung-Yeung Shum
CVPR 2005 Coupled Kernel-Based Subspace Learning Shuicheng Yan, Dong Xu, Lei Zhang, Benyu Zhang, HongJiang Zhang
CVPR 2005 Discriminant Analysis with Tensor Representation Shuicheng Yan, Dong Xu, Qiang Yang, Lei Zhang, Xiaoou Tang, HongJiang Zhang
CVPR 2005 Fisher+Kernel Criterion for Discriminant Analysis Shu Yang, Shuicheng Yan, Dong Xu, Xiaoou Tang, Chao Zhang
CVPR 2005 Graph Embedding: A General Framework for Dimensionality Reduction Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang
ICCV 2005 Neighborhood Preserving Embedding Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zhang
ECCV 2004 Discriminant Analysis on Embedded Manifold Shuicheng Yan, HongJiang Zhang, Yuxiao Hu, Benyu Zhang, QianSheng Cheng
ICCV 2003 Learning a Locality Preserving Subspace for Visual Recognition Xiaofei He, Shuicheng Yan, Yuxiao Hu, HongJiang Zhang
ICCV 2003 Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework Shuicheng Yan, Mingjing Li, HongJiang Zhang, QianSheng Cheng