Image deblocking using dual adaptive FIR Wiener filter in the DCT transform domain. - Renqi Zhang; Wanli Ouyang; Wai-kuen Cham (ICASSP, 2009)

Image multi-scale edge detection using 3-D Hidden Markov Model based on the non-decimated wavelet. - Renqi Zhang; Wanli Ouyang; Wai-kuen Cham (ICIP, 2009)

Fast pattern matching using orthogonal Haar transform. - Wanli Ouyang; Renqi Zhang; Wai-kuen Cham (CVPR, 2010)

Fast Algorithm for Walsh Hadamard Transform on Sliding Windows. - Wanli Ouyang; Wai-kuen Cham (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Image postprocessing by Non-local Kuan's filter. - Renqi Zhang; Wanli Ouyang; Wai-kuen Cham (J. Vis. Commun. Image Represent., 2011)

Adaptive Low Resolution Pruning for fast Full Search-equivalent pattern matching. - Federico Tombari; Wanli Ouyang; Luigi Di Stefano; Wai-kuen Cham (Pattern Recognit. Lett., 2011)

Fast pattern matching and its applications. - Wanli Ouyang (2011)

A discriminative deep model for pedestrian detection with occlusion handling. - Wanli Ouyang; Xiaogang Wang 001 (CVPR, 2012)

Performance Evaluation of Full Search Equivalent Pattern Matching Algorithms. - Wanli Ouyang; Federico Tombari; Stefano Mattoccia; Luigi Di Stefano; Wai-kuen Cham (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Single-Pedestrian Detection Aided by Multi-pedestrian Detection. - Wanli Ouyang; Xiaogang Wang 001 (CVPR, 2013)

Modeling Mutual Visibility Relationship in Pedestrian Detection. - Wanli Ouyang; Xingyu Zeng; Xiaogang Wang 001 (CVPR, 2013)

Unsupervised Salience Learning for Person Re-identification. - Rui Zhao 001; Wanli Ouyang; Xiaogang Wang 001 (CVPR, 2013)

Joint Deep Learning for Pedestrian Detection. - Wanli Ouyang; Xiaogang Wang 001 (ICCV, 2013)

Multi-stage Contextual Deep Learning for Pedestrian Detection. - Xingyu Zeng; Wanli Ouyang; Xiaogang Wang 001 (ICCV, 2013)

Person Re-identification by Salience Matching. - Rui Zhao 001; Wanli Ouyang; Xiaogang Wang 001 (ICCV, 2013)

Segmented Gray-Code Kernels for Fast Pattern Matching. - Wanli Ouyang; Renqi Zhang; Wai-kuen Cham (IEEE Trans. Image Process., 2013)

Simplifying HOG arithmetic for speedy hardware realization. - Jianfeng Wang; Chiu-sing Choy; Tak Lon Chao; Ko-Chun Kit; Kong-Pang Pun; Wanli Ouyang; Xiao-Gang Wang 001 (APCCAS, 2014)

Multi-source Deep Learning for Human Pose Estimation. - Wanli Ouyang; Xiao Chu; Xiaogang Wang 001 (CVPR, 2014)

Learning Mid-level Filters for Person Re-identification. - Rui Zhao 001; Wanli Ouyang; Xiaogang Wang 001 (CVPR, 2014)

Deep Learning of Scene-Specific Classifier for Pedestrian Detection. - Xingyu Zeng; Wanli Ouyang; Meng Wang; Xiaogang Wang 001 (ECCV (3), 2014)

DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection. - Wanli Ouyang; Ping Luo 002; Xingyu Zeng; Shi Qiu; Yonglong Tian; Hongsheng Li 001; Shuo Yang 003; Zhe Wang 006; Yuanjun Xiong; Chen Qian 006; Zhenyao Zhu; Ruohui Wang; et al. (CoRR, 2014)

DeepID-Net: Deformable deep convolutional neural networks for object detection. - Wanli Ouyang; Xiaogang Wang 001; Xingyu Zeng; Shi Qiu; Ping Luo 002; Yonglong Tian; Hongsheng Li 001; Shuo Yang 003; Zhe Wang 006; Chen Change Loy; Xiaoou Tang (CVPR, 2015)

Saliency detection by multi-context deep learning. - Rui Zhao 001; Wanli Ouyang; Hongsheng Li 001; Xiaogang Wang 001 (CVPR, 2015)

Multi-task Recurrent Neural Network for Immediacy Prediction. - Xiao Chu; Wanli Ouyang; Wei Yang 019; Xiaogang Wang 001 (ICCV, 2015)

Learning Deep Representation with Large-Scale Attributes. - Wanli Ouyang; Hongyang Li 001; Xingyu Zeng; Xiaogang Wang 001 (ICCV, 2015)

Visual Tracking with Fully Convolutional Networks. - Lijun Wang; Wanli Ouyang; Xiaogang Wang 001; Huchuan Lu (ICCV, 2015)

Window-Object Relationship Guided Representation Learning for Generic Object Detections. - Xingyu Zeng; Wanli Ouyang; Xiaogang Wang 001 (CoRR, 2015)

Single-Pedestrian Detection Aided by Two-Pedestrian Detection. - Wanli Ouyang; Xingyu Zeng; Xiaogang Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Structured Feature Learning for Pose Estimation. - Xiao Chu; Wanli Ouyang; Hongsheng Li 001; Xiaogang Wang 001 (CVPR, 2016)

Object Detection from Video Tubelets with Convolutional Neural Networks. - Kai Kang; Wanli Ouyang; Hongsheng Li 001; Xiaogang Wang 001 (CVPR, 2016)

Factors in Finetuning Deep Model for Object Detection with Long-Tail Distribution. - Wanli Ouyang; Xiaogang Wang 001; Cong Zhang 005; Xiaokang Yang 001 (CVPR, 2016)

STCT: Sequentially Training Convolutional Networks for Visual Tracking. - Lijun Wang; Wanli Ouyang; Xiaogang Wang 001; Huchuan Lu (CVPR, 2016)

Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification. - Tong Xiao; Hongsheng Li 001; Wanli Ouyang; Xiaogang Wang 001 (CVPR, 2016)

End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation. - Wei Yang 019; Wanli Ouyang; Hongsheng Li 001; Xiaogang Wang 001 (CVPR, 2016)

Learnable Histogram: Statistical Context Features for Deep Neural Networks. - Zhe Wang 006; Hongsheng Li 001; Wanli Ouyang; Xiaogang Wang 001 (ECCV (1), 2016)

Gated Bi-directional CNN for Object Detection. - Xingyu Zeng; Wanli Ouyang; Bin Yang 022; Junjie Yan; Xiaogang Wang 001 (ECCV (7), 2016)

Multi-Bias Non-linear Activation in Deep Neural Networks. - Hongyang Li 001; Wanli Ouyang; Xiaogang Wang 001 (ICML, 2016)

CRF-CNN: Modeling Structured Information in Human Pose Estimation. - Xiao Chu; Wanli Ouyang; Hongsheng Li 001; Xiaogang Wang 001 (NIPS, 2016)

Factors in Finetuning Deep Model for object detection. - Wanli Ouyang; Xiaogang Wang 001; Cong Zhang 005; Xiaokang Yang 001 (CoRR, 2016)

Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model. - Wanli Ouyang; Xingyu Zeng; Xiaogang Wang 001 (Int. J. Comput. Vis., 2016)

Partial Occlusion Handling in Pedestrian Detection With a Deep Model. - Wanli Ouyang; Xingyu Zeng; Xiaogang Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2016)

Multi-context Attention for Human Pose Estimation. - Xiao Chu; Wei Yang 019; Wanli Ouyang; Cheng Ma; Alan L. Yuille; Xiaogang Wang 001 (CVPR, 2017)

Object Detection in Videos with Tubelet Proposal Networks. - Kai Kang; Hongsheng Li 001; Tong Xiao; Wanli Ouyang; Junjie Yan; Xihui Liu; Xiaogang Wang 001 (CVPR, 2017)

ViP-CNN: Visual Phrase Guided Convolutional Neural Network. - Yikang Li 002; Wanli Ouyang; Xiaogang Wang 001; Xiaoou Tang (CVPR, 2017)

Quality Aware Network for Set to Set Recognition. - Yu Liu 015; Junjie Yan; Wanli Ouyang (CVPR, 2017)

Learning Cross-Modal Deep Representations for Robust Pedestrian Detection. - Dan Xu 002; Wanli Ouyang; Elisa Ricci 001; Xiaogang Wang 001; Nicu Sebe (CVPR, 2017)

Multi-scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation. - Dan Xu 002; Elisa Ricci 001; Wanli Ouyang; Xiaogang Wang 001; Nicu Sebe (CVPR, 2017)

Learning Spatial Regularization with Image-Level Supervisions for Multi-label Image Classification. - Feng Zhu 006; Hongsheng Li 001; Wanli Ouyang; Nenghai Yu; Xiaogang Wang 001 (CVPR, 2017)

Online Multi-object Tracking Using CNN-Based Single Object Tracker with Spatial-Temporal Attention Mechanism. - Qi Chu 001; Wanli Ouyang; Hongsheng Li 001; Xiaogang Wang 001; Bin Liu 016; Nenghai Yu (ICCV, 2017)

Scene Graph Generation from Objects, Phrases and Region Captions. - Yikang Li 002; Wanli Ouyang; Bolei Zhou; Kun Wang; Xiaogang Wang 001 (ICCV, 2017)

Chained Cascade Network for Object Detection. - Wanli Ouyang; Kun Wang; Xin Zhu; Xiaogang Wang 001 (ICCV, 2017)

Learning Feature Pyramids for Human Pose Estimation. - Wei Yang 019; Shuang Li 013; Wanli Ouyang; Hongsheng Li 001; Xiaogang Wang 001 (ICCV, 2017)

Multimodal Gesture Recognition Based on the ResC3D Network. - Qiguang Miao; Yunan Li 001; Wanli Ouyang; Zhenxin Ma; Xin Xu 001; Weikang Shi; Xiaochun Cao (ICCV Workshops, 2017)

Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction. - Dan Xu 002; Wanli Ouyang; Xavier Alameda-Pineda; Elisa Ricci 001; Xiaogang Wang 001; Nicu Sebe (NIPS, 2017)

Zoom Out-and-In Network with Recursive Training for Object Proposal. - Hongyang Li 001; Yu Liu 015; Wanli Ouyang; Xiaogang Wang 001 (CoRR, 2017)

ViP-CNN: A Visual Phrase Reasoning Convolutional Neural Network for Visual Relationship Detection. - Yikang Li 002; Wanli Ouyang; Xiaogang Wang 001 (CoRR, 2017)

Scene Graph Generation from Objects, Phrases and Caption Regions. - Yikang Li 002; Wanli Ouyang; Bolei Zhou; Kun Wang; Xiaogang Wang 001 (CoRR, 2017)

Learning Chained Deep Features and Classifiers for Cascade in Object Detection. - Wanli Ouyang; Ku Wang; Xin Zhu; Xiaogang Wang 001 (CoRR, 2017)

Learning Deep Representations for Scene Labeling with Semantic Context Guided Supervision. - Zhe Wang 006; Hongsheng Li 001; Wanli Ouyang; Xiaogang Wang 001 (CoRR, 2017)

Visual Question Generation as Dual Task of Visual Question Answering. - Yikang Li 002; Nan Duan; Bolei Zhou; Xiao Chu; Wanli Ouyang; Xiaogang Wang 001 (CoRR, 2017)

DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks. - Wanli Ouyang; Xingyu Zeng; Xiaogang Wang 001; Shi Qiu; Ping Luo 002; Yonglong Tian; Hongsheng Li 001; Shuo Yang 003; Zhe Wang 006; Hongyang Li 001; Kun Wang; Junjie Yan; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Person Re-Identification by Saliency Learning. - Rui Zhao 001; Wanli Ouyang; Xiaogang Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing. - Dan Xu 002; Wanli Ouyang; Xiaogang Wang 001; Nicu Sebe (CVPR, 2018)

Style Aggregated Network for Facial Landmark Detection. - Xuanyi Dong; Yan Yan 006; Wanli Ouyang; Yi Yang 001 (CVPR, 2018)

Visual Question Generation as Dual Task of Visual Question Answering. - Yikang Li 002; Nan Duan; Bolei Zhou; Xiao Chu; Wanli Ouyang; Xiaogang Wang 001; Ming Zhou 001 (CVPR, 2018)

Mask-Guided Contrastive Attention Model for Person Re-Identification. - Chunfeng Song; Yan Huang 008; Wanli Ouyang; Liang Wang 001 (CVPR, 2018)

Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition. - Shuyang Sun; Zhanghui Kuang; Lu Sheng; Wanli Ouyang; Wei Zhang 010 (CVPR, 2018)

Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning. - Yu Wu 011; Yutian Lin; Xuanyi Dong; Yan Yan 006; Wanli Ouyang; Yi Yang 001 (CVPR, 2018)

Attention-Aware Compositional Network for Person Re-Identification. - Jing Xu; Rui Zhao 001; Feng Zhu 006; Huaming Wang; Wanli Ouyang (CVPR, 2018)

3D Human Pose Estimation in the Wild by Adversarial Learning. - Wei Yang 019; Wanli Ouyang; Xiaolong Wang 004; Jimmy S. J. Ren; Hongsheng Li 001; Xiaogang Wang 001 (CVPR, 2018)

Collaborative and Adversarial Network for Unsupervised Domain Adaptation. - Weichen Zhang; Wanli Ouyang; Wen Li 001; Dong Xu 001 (CVPR, 2018)

Person Search via a Mask-Guided Two-Stream CNN Model. - Di Chen; Shanshan Zhang 001; Wanli Ouyang; Jian Yang 003; Ying Tai (ECCV (7), 2018)

Neural Network Encapsulation. - Hongyang Li 001; Xiaoyang Guo; Bo Dai 002; Wanli Ouyang; Xiaogang Wang 001 (ECCV (11), 2018)

Factorizable Net: An Efficient Subgraph-Based Framework for Scene Graph Generation. - Yikang Li 002; Wanli Ouyang; Bolei Zhou; Jianping Shi; Chao Zhang; Xiaogang Wang 001 (ECCV (1), 2018)

Deep Kalman Filtering Network for Video Compression Artifact Reduction. - Guo Lu; Wanli Ouyang; Dong Xu 001; Xiaoyun Zhang 001; Zhiyong Gao; Ming-Ting Sun (ECCV (14), 2018)

Dividing and Aggregating Network for Multi-view Action Recognition. - Dongang Wang; Wanli Ouyang; Wen Li 001; Dong Xu 001 (ECCV (9), 2018)

Quantization Mimic: Towards Very Tiny CNN for Object Detection. - Yi Wei; Xinyu Pan; Hongwei Qin; Wanli Ouyang; Junjie Yan (ECCV (8), 2018)

Crowd Counting using Deep Recurrent Spatial-Aware Network. - Lingbo Liu; Hongjun Wang 005; Guanbin Li; Wanli Ouyang; Liang Lin (IJCAI, 2018)

FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction. - Shuyang Sun; Jiangmiao Pang; Jianping Shi; Shuai Yi; Wanli Ouyang (NeurIPS, 2018)

Improved Boundary Equilibrium Generative Adversarial Networks. - Yanchun Li; Nanfeng Xiao; Wanli Ouyang (IEEE Access, 2018)

Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation. - Yikang Li 002; Wanli Ouyang; Bolei Zhou; Yawen Cui; Jianping Shi; Xiaogang Wang 001 (CoRR, 2018)

Jointly Learning Deep Features, Deformable Parts, Occlusion and Classification for Pedestrian Detection. - Wanli Ouyang; Hui Zhou 005; Hongsheng Li 001; Quanquan Li; Junjie Yan; Xiaogang Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Crafting GBD-Net for Object Detection. - Xingyu Zeng; Wanli Ouyang; Junjie Yan; Hongsheng Li 001; Tong Xiao; Kun Wang; Yu Liu 015; Yucong Zhou; Bin Yang 022; Zhe Wang 006; Hui Zhou 005; Xiaogang Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

T-CNN: Tubelets With Convolutional Neural Networks for Object Detection From Videos. - Kai Kang; Hongsheng Li 001; Junjie Yan; Xingyu Zeng; Bin Yang 022; Tong Xiao; Cong Zhang 005; Zhe Wang 006; Ruohui Wang; Xiaogang Wang 001; Wanli Ouyang (IEEE Trans. Circuits Syst. Video Technol., 2018)

Fast Full-Search-Equivalent Pattern Matching Using Asymmetric Haar Wavelet Packets. - Wanli Ouyang; Tianle Zhao; Wai-kuen Cham; Liying Wei (IEEE Trans. Circuits Syst. Video Technol., 2018)

Hybrid Task Cascade for Instance Segmentation. - Kai Chen 026; Jiangmiao Pang; Jiaqi Wang 003; Yu Xiong; Xiaoxiao Li; Shuyang Sun; Wansen Feng; Ziwei Liu 002; Jianping Shi; Wanli Ouyang; Chen Change Loy; Dahua Lin (CVPR, 2019)

Multi-Person Articulated Tracking With Spatial and Temporal Embeddings. - Sheng Jin 007; Wentao Liu 002; Wanli Ouyang; Chen Qian 006 (CVPR, 2019)

GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving. - Buyu Li; Wanli Ouyang; Lu Sheng; Xingyu Zeng; Xiaogang Wang 001 (CVPR, 2019)

DVC: An End-To-End Deep Video Compression Framework. - Guo Lu; Wanli Ouyang; Dong Xu 001; Xiaoyun Zhang 001; Chunlei Cai; Zhiyong Gao (CVPR, 2019)

Libra R-CNN: Towards Balanced Learning for Object Detection. - Jiangmiao Pang; Kai Chen 026; Jianping Shi; Huajun Feng; Wanli Ouyang; Dahua Lin (CVPR, 2019)

Box-Driven Class-Wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation. - Chunfeng Song; Yan Huang 008; Wanli Ouyang; Liang Wang 001 (CVPR, 2019)

Improving Action Localization by Progressive Cross-Stream Cooperation. - Rui Su; Wanli Ouyang; Luping Zhou; Dong Xu 001 (CVPR, 2019)

SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction. - Pu Zhang 001; Wanli Ouyang; Pengfei Zhang 005; Jianru Xue; Nanning Zheng 001 (CVPR, 2019)

TRB: A Novel Triplet Representation for Understanding 2D Human Body. - Haodong Duan; Kwan-Yee Lin; Sheng Jin 007; Wentao Liu 002; Chen Qian 006; Wanli Ouyang (ICCV, 2019)

GradNet: Gradient-Guided Network for Visual Object Tracking. - Peixia Li; Boyu Chen; Wanli Ouyang; Dong Wang 004; Xiaoyun Yang; Huchuan Lu (ICCV, 2019)

LAP-Net: Level-Aware Progressive Network for Image Dehazing. - Yunan Li 001; Qiguang Miao; Wanli Ouyang; Zhenxin Ma; Huijuan Fang; Chao Dong 005; Yi-Ning Quan (ICCV, 2019)

AM-LFS: AutoML for Loss Function Search. - Chuming Li; Xin Yuan; Chen Lin 003; Minghao Guo; Wei Wu 021; Junjie Yan; Wanli Ouyang (ICCV, 2019)

Online Hyper-Parameter Learning for Auto-Augmentation Strategy. - Chen Lin 003; Minghao Guo; Chuming Li; Xin Yuan; Wei Wu 021; Junjie Yan; Dahua Lin; Wanli Ouyang (ICCV, 2019)

Crowd Counting With Deep Structured Scale Integration Network. - Lingbo Liu; Zhilin Qiu; Guanbin Li; Shufan Liu; Wanli Ouyang; Liang Lin (ICCV, 2019)

Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving. - Xinzhu Ma; Zhihui Wang 001; Haojie Li; Pengbo Zhang; Wanli Ouyang; Xin Fan 001 (ICCV, 2019)

Unsupervised Collaborative Learning of Keyframe Detection and Visual Odometry Towards Monocular Deep SLAM. - Lu Sheng; Dan Xu 002; Wanli Ouyang; Xiaogang Wang 001 (ICCV, 2019)

Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection. - Yingyue Xu; Dan Xu 002; Xiaopeng Hong; Wanli Ouyang; Rongrong Ji; Min Xu 001; Guoying Zhao 001 (ICCV, 2019)

Hierarchical Graph Convolutional Network for Skeleton-Based Action Recognition. - Linjiang Huang; Yan Huang 008; Wanli Ouyang; Liang Wang 001 (ICIG (1), 2019)

Feature Intertwiner for Object Detection. - Hongyang Li 001; Bo Dai 002; Shaoshuai Shi; Wanli Ouyang; Xiaogang Wang 001 (ICLR (Poster), 2019)

High-Performance Light Field Reconstruction with Channel-wise and SAI-wise Attention. - Zexi Hu; Yuk Ying Chung; Seid Miad Zandavi; Wanli Ouyang; Xiangjian He; Yuefang Gao (ICONIP (5), 2019)

IntersectGAN: Learning Domain Intersection for Generating Images with Multiple Attributes. - Zehui Yao; Boyan Zhang; Zhiyong Wang 001; Wanli Ouyang; Dong Xu 001; Dagan Feng 001 (ACM Multimedia, 2019)

DaNet: Decompose-and-aggregate Network for 3D Human Shape and Pose Estimation. - Hongwen Zhang 001; Jie Cao 002; Guo Lu; Wanli Ouyang; Zhenan Sun (ACM Multimedia, 2019)

Referring Expression Comprehension with Semantic Visual Relationship and Word Mapping. - Chao Zhang; Weiming Li; Wanli Ouyang; Qiang Wang 023; Woo-Shik Kim; Sunghoon Hong (ACM Multimedia, 2019)

Perceptual Image Enhancement by Relativistic Discriminant Learning With Cross-Scale Aggregated Representation. - Yukai Shi; Jinghui Qin; Pengxu Wei; Wanli Ouyang; Liang Lin (IEEE Access, 2019)

Multi-Object Tracking with Multiple Cues and Switcher-Aware Classification. - Weitao Feng; Zhihao Hu; Wei Wu 021; Junjie Yan; Wanli Ouyang (CoRR, 2019)

WIDER Face and Pedestrian Challenge 2018: Methods and Results. - Chen Change Loy; Dahua Lin; Wanli Ouyang; Yuanjun Xiong; Shuo Yang 003; Qingqiu Huang; Dongzhan Zhou; Wei Xia; Quanquan Li; Ping Luo 002; Junjie Yan; Jianfeng Wang; et al. (CoRR, 2019)

Online Hyper-parameter Learning for Auto-Augmentation Strategy. - Chen Lin 003; Minghao Guo; Chuming Li; Wei Wu 021; Dahua Lin; Wanli Ouyang; Junjie Yan (CoRR, 2019)

AM-LFS: AutoML for Loss Function Search. - Chuming Li; Chen Lin 003; Minghao Guo; Wei Wu 021; Wanli Ouyang; Junjie Yan (CoRR, 2019)

MMDetection: Open MMLab Detection Toolbox and Benchmark. - Kai Chen 026; Jiaqi Wang 003; Jiangmiao Pang; Yuhang Cao; Yu Xiong; Xiaoxiao Li; Shuyang Sun; Wansen Feng; Ziwei Liu 002; Jiarui Xu; Zheng Zhang 023; Dazhi Cheng; et al. (CoRR, 2019)

Zoom Out-and-In Network with Map Attention Decision for Region Proposal and Object Detection. - Hongyang Li 001; Yu Liu 015; Wanli Ouyang; Xiaogang Wang 001 (Int. J. Comput. Vis., 2019)

Improved generative adversarial networks with reconstruction loss. - Yanchun Li; Nanfeng Xiao; Wanli Ouyang (Neurocomputing, 2019)

A spatiotemporal attention-based ResC3D model for large-scale gesture recognition. - Yunan Li 001; Qiguang Miao; Xiangda Qi; Zhenxin Ma; Wanli Ouyang (Mach. Vis. Appl., 2019)

Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks. - Dan Xu 002; Elisa Ricci 001; Wanli Ouyang; Xiaogang Wang 001; Nicu Sebe (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Part-aligned pose-guided recurrent network for action recognition. - Linjiang Huang; Yan Huang 008; Wanli Ouyang; Liang Wang 001 (Pattern Recognit., 2019)

Deep Continuous Conditional Random Fields With Asymmetric Inter-Object Constraints for Online Multi-Object Tracking. - Hui Zhou 005; Wanli Ouyang; Jian Cheng 003; Xiaogang Wang 001; Hongsheng Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Contextualized Spatial-Temporal Network for Taxi Origin-Destination Demand Prediction. - Lingbo Liu; Zhilin Qiu; Guanbin Li; Qing Wang 018; Wanli Ouyang; Liang Lin (IEEE Trans. Intell. Transp. Syst., 2019)

Using Age Information as a Soft Biometric Trait for Face Image Analysis. - Haoyi Wang; Victor Sanchez; Wanli Ouyang; Chang-Tsun Li (Deep Biometrics, 2020)

Hierarchical Online Instance Matching for Person Search. - Di Chen; Shanshan Zhang 001; Wanli Ouyang; Jian Yang 003; Bernt Schiele (AAAI, 2020)

DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking. - Qi Chu 001; Wanli Ouyang; Bin Liu 016; Feng Zhu 006; Nenghai Yu (AAAI, 2020)

Channel Pruning Guided by Classification Loss and Feature Importance. - Jinyang Guo; Wanli Ouyang; Dong Xu 001 (AAAI, 2020)

Part-Level Graph Convolutional Network for Skeleton-Based Action Recognition. - Linjiang Huang; Yan Huang 008; Wanli Ouyang; Liang Wang 001 (AAAI, 2020)

Relational Prototypical Network for Weakly Supervised Temporal Action Localization. - Linjiang Huang; Yan Huang 008; Wanli Ouyang; Liang Wang 001 (AAAI, 2020)

BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot Segmentation. - Xianghui Yang; Bairun Wang; Xinchi Zhou; Kaige Chen; Shuai Yi; Wanli Ouyang; Luping Zhou (BMVC, 2020)

Multi-Dimensional Pruning: A Unified Framework for Model Compression. - Jinyang Guo; Wanli Ouyang; Dong Xu 001 (CVPR, 2020)

Improving One-Shot NAS by Suppressing the Posterior Fading. - Xiang Li; Chen Lin 003; Chuming Li; Ming Sun 008; Wei Wu 021; Junjie Yan; Wanli Ouyang (CVPR, 2020)

Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition. - Ziyu Liu; Hongwen Zhang 001; Zhenghao Chen; Zhiyong Wang 001; Wanli Ouyang (CVPR, 2020)

Equalization Loss for Long-Tailed Object Recognition. - Jingru Tan; Changbao Wang; Buyu Li; Quanquan Li; Wanli Ouyang; Changqing Yin; Junjie Yan (CVPR, 2020)

3D Human Mesh Regression With Dense Correspondence. - Wang Zeng; Wanli Ouyang; Ping Luo 002; Wentao Liu 002; Xiaogang Wang 001 (CVPR, 2020)

EcoNAS: Finding Proxies for Economical Neural Architecture Search. - Dongzhan Zhou; Xinchi Zhou; Wenwei Zhang; Chen Change Loy; Shuai Yi; Xuesen Zhang; Wanli Ouyang (CVPR, 2020)

Differentiable Hierarchical Graph Grouping for Multi-person Pose Estimation. - Sheng Jin 007; Wentao Liu 002; Enze Xie; Wenhai Wang; Chen Qian 006; Wanli Ouyang; Ping Luo 002 (ECCV (7), 2020)

Improving Deep Video Compression by Resolution-Adaptive Flow Coding. - Zhihao Hu; Zhenghao Chen; Dong Xu 001; Guo Lu; Wanli Ouyang; Shuhang Gu (ECCV (2), 2020)

Whole-Body Human Pose Estimation in the Wild. - Sheng Jin 007; Lumin Xu; Jin Xu; Can Wang; Wentao Liu 002; Chen Qian 006; Wanli Ouyang; Ping Luo 002 (ECCV (9), 2020)

Content Adaptive and Error Propagation Aware Deep Video Compression. - Guo Lu; Chunlei Cai; Xiaoyun Zhang 001; Li Chen 021; Wanli Ouyang; Dong Xu 001; Zhiyong Gao (ECCV (2), 2020)

Rethinking Pseudo-LiDAR Representation. - Xinzhu Ma; Shinan Liu; Zhiyi Xia; Hongwen Zhang 001; Xingyu Zeng; Wanli Ouyang (ECCV (13), 2020)

Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection. - Dongzhan Zhou; Xinchi Zhou; Hongwen Zhang 001; Shuai Yi; Wanli Ouyang (ECCV (8), 2020)

Computation Reallocation for Object Detection. - Feng Liang; Chen Lin 003; Ronghao Guo; Ming Sun 008; Wei Wu 021; Junjie Yan; Wanli Ouyang (ICLR, 2020)

Navigation Command Matching for Vision-based Autonomous Driving. - Yuxin Pan; Jianru Xue; Pengfei Zhang 005; Wanli Ouyang; Jianwu Fang; Xingyu Chen (ICRA, 2020)

Category-specific Semantic Coherency Learning for Fine-grained Image Recognition. - Shijie Wang 003; Zhihui Wang 001; Haojie Li; Wanli Ouyang (ACM Multimedia, 2020)

Improving Auto-Augment via Augmentation-Wise Weight Sharing. - Keyu Tian; Chen Lin 003; Ming Sun 008; Luping Zhou; Junjie Yan; Wanli Ouyang (NeurIPS, 2020)

3D Hand Pose Estimation with Disentangled Cross-Modal Latent Space. - Jiajun Gu; Zhiyong Wang 001; Wanli Ouyang; Weichen Zhang; Jiafeng Li; Li Zhuo 001 (WACV, 2020)

Location-Aware Feature Selection for Scene Text Detection. - Zengyuan Guo; Zilin Wang; Zhihui Wang 001; Wanli Ouyang; Haojie Li; Wen Gao 001 (CoRR, 2020)

Scope Head for Accurate Localization in Object Detection. - Geng Zhan; Dan Xu 002; Guo Lu; Wei Wu 021; Chunhua Shen; Wanli Ouyang (CoRR, 2020)

Exploring the Hierarchy in Relation Labels for Scene Graph Generation. - Yi Zhou; Shuyang Sun; Chao Zhang; Yikang Li 002; Wanli Ouyang (CoRR, 2020)

SAMOT: Switcher-Aware Multi-Object Tracking and Still Another MOT Measure. - Weitao Feng; Zhihao Hu; Baopu Li; Weihao Gan; Wei Wu 021; Wanli Ouyang (CoRR, 2020)

Once Quantized for All: Progressively Searching for Quantized Efficient Models. - Mingzhu Shen; Feng Liang; Chuming Li; Chen Lin 003; Ming Sun 008; Junjie Yan; Wanli Ouyang (CoRR, 2020)

Adaptive Gradient Method with Resilience and Momentum. - Jie Liu 047; Chen Lin 003; Chuming Li; Lu Sheng; Ming Sun 008; Junjie Yan; Wanli Ouyang (CoRR, 2020)

Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving. - Zhenxun Yuan; Xiao Song 002; Lei Bai 001; Wengang Zhou 001; Zhe Wang 006; Wanli Ouyang (CoRR, 2020)

Direct Depth Learning Network for Stereo Matching. - Hong Zhang 011; Haojie Li; Shenglun Chen; Tiantian Yan; Zhihui Wang 001; Guo Lu; Wanli Ouyang (CoRR, 2020)

Full Matching on Low Resolution for Disparity Estimation. - Hong Zhang 011; Shenglun Chen; Zhihui Wang 001; Haojie Li; Wanli Ouyang (CoRR, 2020)

DETR for Pedestrian Detection. - Matthieu Lin; Chuming Li; Xingyuan Bu; Ming Sun 008; Chen Lin 003; Junjie Yan; Wanli Ouyang; Zhidong Deng (CoRR, 2020)

Light field reconstruction using hierarchical features fusion. - Zexi Hu; Yuk Ying Chung; Wanli Ouyang; Xiaoming Chen 006; Zhibo Chen 001 (Expert Syst. Appl., 2020)

Deep Learning for Generic Object Detection: A Survey. - Li Liu 002; Wanli Ouyang; Xiaogang Wang 001; Paul W. Fieguth; Jie Chen 001; Xinwang Liu 002; Matti Pietikäinen (Int. J. Comput. Vis., 2020)

Efficient Visual Recognition. - Li Liu 002; Matti Pietikäinen; Jie Qin; Wanli Ouyang; Luc Van Gool (Int. J. Comput. Vis., 2020)

Show, Tell and Summarize: Dense Video Captioning Using Visual Cue Aided Sentence Summarization. - Zhiwang Zhang; Dong Xu 001; Wanli Ouyang; Chuanqi Tan (IEEE Trans. Circuits Syst. Video Technol., 2020)

Person Search by Separated Modeling and A Mask-Guided Two-Stream CNN Model. - Di Chen; Shanshan Zhang 001; Wanli Ouyang; Jian Yang 003; Ying Tai (IEEE Trans. Image Process., 2020)

Image Captioning With End-to-End Attribute Detection and Subsequent Attributes Prediction. - Yiqing Huang; Jiansheng Chen; Wanli Ouyang; Weitao Wan; Youze Xue (IEEE Trans. Image Process., 2020)

Deep Non-Local Kalman Network for Video Compression Artifact Reduction. - Guo Lu; Xiaoyun Zhang 001; Wanli Ouyang; Dong Xu 001; Li Chen 021; Zhiyong Gao (IEEE Trans. Image Process., 2020)

Improving Description-Based Person Re-Identification by Multi-Granularity Image-Text Alignments. - Kai Niu 002; Yan Huang 008; Wanli Ouyang; Liang Wang 001 (IEEE Trans. Image Process., 2020)

Gradient Regularized Contrastive Learning for Continual Domain Adaptation. - Shixiang Tang; Peng Su; Dapeng Chen; Wanli Ouyang (AAAI, 2021)

Dynamic Position-aware Network for Fine-grained Image Recognition. - Shijie Wang 003; Haojie Li; Zhihui Wang 001; Wanli Ouyang (AAAI, 2021)

Inception Convolution With Efficient Dilation Search. - Jie Liu 047; Chuming Li; Feng Liang; Chen Lin 003; Ming Sun 008; Junjie Yan; Wanli Ouyang; Dong Xu 001 (CVPR, 2021)

Delving Into Localization Errors for Monocular 3D Object Detection. - Xinzhu Ma; Yinmin Zhang; Dan Xu 002; Dongzhan Zhou; Shuai Yi; Haojie Li; Wanli Ouyang (CVPR, 2021)

Mutual CRF-GNN for Few-Shot Learning. - Shixiang Tang; Dapeng Chen; Lei Bai 001; Kaijian Liu; Yixiao Ge; Wanli Ouyang (CVPR, 2021)

Layerwise Optimization by Gradient Decomposition for Continual Learning. - Shixiang Tang; Dapeng Chen; Jinguo Zhu; Shijie Yu; Wanli Ouyang (CVPR, 2021)

ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search. - Lumin Xu; Yingda Guan; Sheng Jin 007; Wentao Liu 002; Chen Qian 006; Ping Luo 002; Wanli Ouyang; Xiaogang Wang 001 (CVPR, 2021)

Distributed Signal Strength Prediction using Satellite Map empowered by Deep Vision Transformer. - Haiyao Yu; Zhanwei Hou; Yifan Gu; Peng Cheng 002; Wanli Ouyang; Yonghui Li 001; Branka Vucetic (GLOBECOM (Workshops), 2021)

BN-NAS: Neural Architecture Search with Batch Normalization. - Boyu Chen; Peixia Li; Baopu Li; Chen Lin 003; Chuming Li; Ming Sun 008; Junjie Yan; Wanli Ouyang (ICCV, 2021)

GLiT: Neural Architecture Search for Global and Local Image Transformer. - Boyu Chen; Peixia Li; Chuming Li; Baopu Li; Lei Bai 001; Chen Lin 003; Ming Sun 008; Junjie Yan; Wanli Ouyang (ICCV, 2021)

Evolving Search Space for Neural Architecture Search. - Yuanzheng Ci; Chen Lin 003; Ming Sun 008; Boyu Chen; Hongwen Zhang 001; Wanli Ouyang (ICCV, 2021)

Geometry Uncertainty Projection Network for Monocular 3D Object Detection. - Yan Lu 001; Xinzhu Ma; Lei Yang 045; Tianzhu Zhang 001; Yating Liu; Qi Chu 001; Junjie Yan; Wanli Ouyang (ICCV, 2021)

Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search. - Mingzhu Shen; Feng Liang; Ruihao Gong; Yuhang Li 001; Chuming Li; Chen Lin 003; Fengwei Yu; Junjie Yan; Wanli Ouyang (ICCV, 2021)

Aggregation with Feature Detection. - Shuyang Sun; Xiaoyu Yue; Xiaojuan Qi 001; Wanli Ouyang; Victor Prisacariu; Philip H. S. Torr (ICCV, 2021)

Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images. - Size Wu; Sheng Jin 007; Wentao Liu 002; Lei Bai 001; Chen Qian 006; Dong Liu 002; Wanli Ouyang (ICCV, 2021)

Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. - Lian Xu; Wanli Ouyang; Mohammed Bennamoun; Farid Boussaïd; Ferdous Sohel; Dan Xu 002 (ICCV, 2021)

PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop. - Hongwen Zhang 001; Yating Tian; Xinchi Zhou; Wanli Ouyang; Yebin Liu; Limin Wang 002; Zhenan Sun (ICCV, 2021)

AutoSampling: Search for Effective Data Sampling Schedules. - Ming Sun 008; Haoxuan Dou; Baopu Li; Junjie Yan; Wanli Ouyang; Lei Cui (ICML, 2021)

A Continuous Mapping For Augmentation Design. - Keyu Tian; Chen Lin 003; Ser-Nam Lim; Wanli Ouyang; Puneet K. Dokania; Philip H. S. Torr (NeurIPS, 2021)

Higher Performance Visual Tracking with Dual-Modal Localization. - Jinghao Zhou; Bo Li 114; Lei Qiao 004; Peng Wang; Weihao Gan; Wei Wu 021; Junjie Yan; Wanli Ouyang (CoRR, 2021)

Real-Time Visual Object Tracking via Few-Shot Learning. - Jinghao Zhou; Bo Li 114; Peng Wang; Peixia Li; Weihao Gan; Wei Wu 021; Junjie Yan; Wanli Ouyang (CoRR, 2021)

3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop. - Hongwen Zhang 001; Yating Tian; Xinchi Zhou; Wanli Ouyang; Yebin Liu; Limin Wang 002; Zhenan Sun (CoRR, 2021)

Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object Detection. - Yinmin Zhang; Xinzhu Ma; Shuai Yi; Jun Hou; Zhihui Wang 001; Wanli Ouyang; Dan Xu 002 (CoRR, 2021)

PSViT: Better Vision Transformer via Token Pooling and Attention Sharing. - Boyu Chen; Peixia Li; Baopu Li; Chuming Li; Lei Bai 001; Chen Lin 003; Ming Sun 008; Junjie Yan; Wanli Ouyang (CoRR, 2021)

Unsupervised Representation Learning for 3D Point Cloud Data. - Jincen Jiang; Xuequan Lu; Wanli Ouyang; Meili Wang (CoRR, 2021)

A Shape Transformation-based Dataset Augmentation Framework for Pedestrian Detection. - Zhe Chen 013; Wanli Ouyang; Tongliang Liu; Dacheng Tao (Int. J. Comput. Vis., 2021)

Towards Balanced Learning for Instance Recognition. - Jiangmiao Pang; Kai Chen 026; Qi Li 018; Zhihai Xu; Huajun Feng; Jianping Shi; Wanli Ouyang; Dahua Lin (Int. J. Comput. Vis., 2021)

The theoretical research of generative adversarial networks: an overview. - Yanchun Li; Qiuzhen Wang; Jie Zhang 074; Lingzhi Hu; Wanli Ouyang (Neurocomputing, 2021)

An End-to-End Learning Framework for Video Compression. - Guo Lu; Xiaoyun Zhang 001; Wanli Ouyang; Li Chen 021; Zhiyong Gao; Dong Xu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action Localization. - Rui Su; Dong Xu 001; Luping Zhou; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Self-Paced Collaborative and Adversarial Network for Unsupervised Domain Adaptation. - Weichen Zhang; Dong Xu 001; Wanli Ouyang; Wen Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Model Compression Using Progressive Channel Pruning. - Jinyang Guo; Weichen Zhang; Wanli Ouyang; Dong Xu 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Modeling Sub-Actions for Weakly Supervised Temporal Action Localization. - Linjiang Huang; Yan Huang 008; Wanli Ouyang; Liang Wang 001 (IEEE Trans. Image Process., 2021)

Few-Shot Human-Object Interaction Recognition With Semantic-Guided Attentive Prototypes Network. - Zhong Ji; Xiyao Liu 002; Yanwei Pang; Wangli Ouyang; Xuelong Li 001 (IEEE Trans. Image Process., 2021)

Block Proposal Neural Architecture Search. - Jiaheng Liu; Shunfeng Zhou; Yichao Wu; Ken Chen; Wanli Ouyang; Dong Xu 001 (IEEE Trans. Image Process., 2021)

PCG-TAL: Progressive Cross-Granularity Cooperation for Temporal Action Localization. - Rui Su; Dong Xu 001; Lu Sheng; Wanli Ouyang (IEEE Trans. Image Process., 2021)

Improving Weakly Supervised Temporal Action Localization by Exploiting Multi-Resolution Information in Temporal Domain. - Rui Su; Dong Xu 001; Luping Zhou; Wanli Ouyang (IEEE Trans. Image Process., 2021)

AutoPedestrian: An Automatic Data Augmentation and Loss Function Search Scheme for Pedestrian Detection. - Yi Tang; Baopu Li; Min Liu 008; Boyu Chen; Yaonan Wang 001; Wanli Ouyang (IEEE Trans. Image Process., 2021)

Progressive Modality Cooperation for Multi-Modality Domain Adaptation. - Weichen Zhang; Dong Xu 001; Jing Zhang 017; Wanli Ouyang (IEEE Trans. Image Process., 2021)

Dense Video Captioning Using Graph-Based Sentence Summarization. - Zhiwang Zhang; Dong Xu 001; Wanli Ouyang; Luping Zhou (IEEE Trans. Multim., 2021)

Category-Specific Nuance Exploration Network for Fine-Grained Object Retrieval. - Shijie Wang 003; Zhihui Wang 001; Haojie Li; Wanli Ouyang (AAAI, 2022)

SepFusion: Finding Optimal Fusion Structures for Visual Sound Separation. - Dongzhan Zhou; Xinchi Zhou; Di Hu 001; Hang Zhou 009; Lei Bai 001; Ziwei Liu 002; Wanli Ouyang (AAAI, 2022)

DR.VIC: Decomposition and Reasoning for Video Individual Counting. - Tao Han 002; Lei Bai 001; Junyu Gao 001; Qi Wang 009; Wanli Ouyang (CVPR, 2022)

Unsupervised Learning of Accurate Siamese Tracking. - Qiuhong Shen; Lei Qiao 004; Jinyang Guo; Peixia Li; Xin Li 034; Bo Li 114; Weitao Feng; Weihao Gan; Wei Wu 021; Wanli Ouyang (CVPR, 2022)

Revisiting the Transferability of Supervised Pretraining: an MLP Perspective. - Yizhou Wang 007; Shixiang Tang; Feng Zhu 006; Lei Bai 001; Rui Zhao 001; Donglian Qi; Wanli Ouyang (CVPR, 2022)

Multi-class Token Transformer for Weakly Supervised Semantic Segmentation. - Lian Xu; Wanli Ouyang; Mohammed Bennamoun; Farid Boussaïd; Dan Xu 002 (CVPR, 2022)

β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search. - Peng Ye 006; Baopu Li; Yikang Li 002; Tao Chen 003; Jiayuan Fan 001; Wanli Ouyang (CVPR, 2022)

Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer. - Wang Zeng; Sheng Jin 007; Wentao Liu 002; Chen Qian 006; Ping Luo 002; Wanli Ouyang; Xiaogang Wang 001 (CVPR, 2022)

Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking. - Boyu Chen; Peixia Li; Lei Bai 001; Lei Qiao 004; Qiuhong Shen; Bo Li 114; Weihao Gan; Wei Wu 021; Wanli Ouyang (ECCV (22), 2022)

Fast-MoCo: Boost Momentum-Based Contrastive Learning with Combinatorial Patches. - Yuanzheng Ci; Chen Lin 003; Lei Bai 001; Wanli Ouyang (ECCV (26), 2022)

3D Interacting Hand Pose Estimation by Hand De-occlusion and Removal. - Hao Meng; Sheng Jin 007; Wentao Liu 002; Chen Qian 006; Mengxiang Lin; Wanli Ouyang; Ping Luo 002 (ECCV (6), 2022)

Unifying Visual Contrastive Learning for Object Recognition from a Graph Perspective. - Shixiang Tang; Feng Zhu 006; Lei Bai 001; Rui Zhao 001; Chenyu Wang 001; Wanli Ouyang (ECCV (26), 2022)

Relative Contrastive Loss for Unsupervised Representation Learning. - Shixiang Tang; Feng Zhu 006; Lei Bai 001; Rui Zhao 001; Wanli Ouyang (ECCV (27), 2022)

NSNet: Non-saliency Suppression Sampler for Efficient Video Recognition. - Boyang Xia; Wenhao Wu; Haoran Wang; Rui Su; Dongliang He; Haosen Yang 004; Xiaoran Fan; Wanli Ouyang (ECCV (34), 2022)

Pose for Everything: Towards Category-Agnostic Pose Estimation. - Lumin Xu; Sheng Jin 007; Wang Zeng; Wentao Liu 002; Chen Qian 006; Wanli Ouyang; Ping Luo 002; Xiaogang Wang 005 (ECCV (6), 2022)

Domain Invariant Masked Autoencoders for Self-supervised Learning from Multi-domains. - Haiyang Yang; Shixiang Tang; Meilin Chen; Yizhou Wang 007; Feng Zhu 006; Lei Bai 001; Rui Zhao 001; Wanli Ouyang (ECCV (31), 2022)

MonoDistill: Learning Spatial Features for Monocular 3D Object Detection. - Zhiyu Chong; Xinzhu Ma; Hong Zhang 011; Yuxin Yue; Haojie Li; Zhihui Wang 001; Wanli Ouyang (ICLR, 2022)

Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm. - Yangguang Li 001; Feng Liang; Lichen Zhao; Yufeng Cui; Wanli Ouyang; Jing Shao; Fengwei Yu; Junjie Yan (ICLR, 2022)

Pseudo-Labeled Auto-Curriculum Learning for Semi-Supervised Keypoint Localization. - Can Wang; Sheng Jin 007; Yingda Guan; Wentao Liu 002; Chen Qian 006; Ping Luo 002; Wanli Ouyang (ICLR, 2022)

RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training. - Luya Wang; Feng Liang; Yangguang Li 001; Honggang Zhang; Wanli Ouyang; Jing Shao (IJCAI, 2022)

Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning. - Yizhou Wang 007; Meilin Chen; Shixiang Tang; Feng Zhu 006; Haiyang Yang; Lei Bai 001; Rui Zhao 001; Yunfeng Yan; Donglian Qi; Wanli Ouyang (NeurIPS, 2022)

Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing. - Peng Ye 006; Shengji Tang; Baopu Li; Tao Chen 003; Wanli Ouyang (NeurIPS, 2022)

Reconstructing Hand-Held Objects from Monocular Video. - Di Huang; Xiaopeng Ji; Xingyi He; Jiaming Sun; Tong He 001; Qing Shuai; Wanli Ouyang; Xiaowei Zhou 001 (SIGGRAPH Asia, 2022)

Trajectory Forecasting from Detection with Uncertainty-Aware Motion Encoding. - Pu Zhang 001; Lei Bai 001; Jianru Xue; Jianwu Fang; Nanning Zheng 001; Wanli Ouyang (CoRR, 2022)

SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance. - Xinchi Zhou; Dongzhan Zhou; Wanli Ouyang; Hang Zhou 009; Ziwei Liu 002; Di Hu 001 (CoRR, 2022)

MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning. - Dongnan Liu; Mariano Cabezas; Dongang Wang; Zihao Tang; Lei Bai 001; Geng Zhan; Yuling Luo; Kain Kyle; Linda Ly; James Yu; Chun-Chien Shieh; Aria Nguyen; et al. (CoRR, 2022)

Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation. - Zengyu Qiu; Xinzhu Ma; Kunlin Yang; Chunya Liu; Jun Hou; Shuai Yi; Wanli Ouyang (CoRR, 2022)

Transferring Textual Knowledge for Visual Recognition. - Wenhao Wu; Zhun Sun; Wanli Ouyang (CoRR, 2022)

Pose for Everything: Towards Category-Agnostic Pose Estimation. - Lumin Xu; Sheng Jin 007; Wang Zeng; Wentao Liu 002; Chen Qian 006; Wanli Ouyang; Ping Luo 002; Xiaogang Wang 001 (CoRR, 2022)

An Empirical Study of Pseudo-Labeling for Image-based 3D Object Detection. - Xinzhu Ma; Yuan Meng; Yinmin Zhang; Lei Bai 001; Jun Hou; Shuai Yi; Wanli Ouyang (CoRR, 2022)

ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild. - Lumin Xu; Sheng Jin 007; Wentao Liu 002; Chen Qian 006; Wanli Ouyang; Ping Luo 002; Xiaogang Wang 001 (CoRR, 2022)

The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition. - Jingru Tan; Bo Li; Xin Lu; Yongqiang Yao; Fengwei Yu; Tong He 001; Wanli Ouyang (CoRR, 2022)

Boosting Semi-Supervised 3D Object Detection with Semi-Sampling. - Xiaopei Wu; Yang Zhao; Liang Peng; Hua Chen; Xiaoshui Huang; Binbin Lin; Haifeng Liu 001; Deng Cai 001; Wanli Ouyang (CoRR, 2022)

3D-QueryIS: A Query-based Framework for 3D Instance Segmentation. - Jiaheng Liu; Tong He 001; Honghui Yang; Rui Su; Jiayi Tian; Junran Wu; Hongcheng Guo; Ke Xu 001; Wanli Ouyang (CoRR, 2022)

Frozen CLIP Model is An Efficient Point Cloud Backbone. - Xiaoshui Huang; Sheng Li 020; Wentao Qu; Tong He 001; Yifan Zuo; Wanli Ouyang (CoRR, 2022)

3D Point Cloud Pre-training with Knowledge Distillation from 2D Images. - Yuan Yao; Yuanhan Zhang; Zhenfei Yin; Jiebo Luo 001; Wanli Ouyang; Xiaoshui Huang (CoRR, 2022)

Deep-learning-based solution for data deficient satellite image segmentation. - Henry Wing Fung Yeung; Meng Zhou; Yuk Ying Chung; Grant Moule; Wayne Thompson; Wanli Ouyang; Weidong Cai 001; Mohammed Bennamoun (Expert Syst. Appl., 2022)

Efficient Joint-Dimensional Search with Solution Space Regularization for Real-Time Semantic Segmentation. - Peng Ye 006; Baopu Li; Tao Chen 003; Jiayuan Fan 001; Zhen Mei; Chen Lin 003; Chongyan Zuo; Qinghua Chi; Wanli Ouyang (Int. J. Comput. Vis., 2022)

Attribute assisted teacher-critical training strategies for image captioning. - Yiqing Huang; Jiansheng Chen; Huimin Ma 001; Hongbing Ma; Wanli Ouyang; Cheng Yu (Neurocomputing, 2022)

Two-Branch Relational Prototypical Network for Weakly Supervised Temporal Action Localization. - Linjiang Huang; Yan Huang 008; Wanli Ouyang; Liang Wang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Probabilistic Graph Attention Network With Conditional Kernels for Pixel-Wise Prediction. - Dan Xu 002; Xavier Alameda-Pineda; Wanli Ouyang; Elisa Ricci 001; Xiaogang Wang 001; Nicu Sebe (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Learning 3D Human Shape and Pose From Dense Body Parts. - Hongwen Zhang 001; Jie Cao 002; Guo Lu; Wanli Ouyang; Zhenan Sun (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Social-Aware Pedestrian Trajectory Prediction via States Refinement LSTM. - Pu Zhang 001; Jianru Xue; Pengfei Zhang 005; Nanning Zheng 001; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection for Autonomous Driving. - Zhenxun Yuan; Xiao Song 002; Lei Bai 001; Zhe Wang 006; Wanli Ouyang (IEEE Trans. Circuits Syst. Video Technol., 2022)

The Farther the Better: Balanced Stereo Matching via Depth-Based Sampling and Adaptive Feature Refinement. - Hong Zhang 011; Xinchen Ye; Shenglun Chen; Zhihui Wang 001; Haojie Li; Wanli Ouyang (IEEE Trans. Circuits Syst. Video Technol., 2022)

Action Recognition With Motion Diversification and Dynamic Selection. - Peiqin Zhuang; Yu Guo; Zhipeng Yu; Luping Zhou; Lei Bai 001; Ding Liang; Zhiyong Wang 001; Yali Wang 001; Wanli Ouyang (IEEE Trans. Image Process., 2022)

ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-Dependency. - Chuming Li; Jie Liu 047; Yinmin Zhang; Yuhong Wei; Yazhe Niu; Yaodong Yang 001; Yu Liu 015; Wanli Ouyang (AAAI, 2023)

Fine-Grained Retrieval Prompt Tuning. - Shijie Wang 003; Jianlong Chang; Zhihui Wang 001; Haojie Li; Wanli Ouyang; Qi Tian 001 (AAAI, 2023)

Multi-Scale Control Signal-Aware Transformer for Motion Synthesis without Phase. - Lintao Wang; Kun Hu; Lei Bai 001; Yu Ding; Wanli Ouyang; Zhiyong Wang 001 (AAAI, 2023)

Revisiting Classifier: Transferring Vision-Language Models for Video Recognition. - Wenhao Wu; Zhun Sun; Wanli Ouyang (AAAI, 2023)

Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting. - Yirong Chen; Ziyue Li 002; Wanli Ouyang; Michael D. Lepech (CASE, 2023)

Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object Detection. - Yingjie Wang 005; Jiajun Deng; Yao Li 016; Jinshui Hu; Cong Liu 006; Yu Zhang 086; Jianmin Ji; Wanli Ouyang; Yanyong Zhang (CVPR, 2023)

UniHCP: A Unified Model for Human-Centric Perceptions. - Yuanzheng Ci; Yizhou Wang 007; Meilin Chen; Shixiang Tang; Lei Bai 001; Feng Zhu 006; Rui Zhao 001; Fengwei Yu; Donglian Qi; Wanli Ouyang (CVPR, 2023)

Crossing the Gap: Domain Generalization for Image Captioning. - Yuchen Ren 001; Zhendong Mao 001; Shancheng Fang; Yan Lu 001; Tong He 001; Hao Du; Yongdong Zhang 001; Wanli Ouyang (CVPR, 2023)

HumanBench: Towards General Human-Centric Perception with Projector Assisted Pretraining. - Shixiang Tang; Cheng Chen; Qingsong Xie; Meilin Chen; Yizhou Wang 007; Yuanzheng Ci; Lei Bai 001; Feng Zhu 006; Haiyang Yang; Li Yi; Rui Zhao 001; Wanli Ouyang (CVPR, 2023)

Open-Set Fine-Grained Retrieval via Prompting Vision-Language Evaluator. - Shijie Wang 003; Jianlong Chang; Haojie Li; Zhihui Wang 001; Wanli Ouyang; Qi Tian 001 (CVPR, 2023)

Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval? - Wenhao Wu; Haipeng Luo; Bo Fang 003; Jingdong Wang 001; Wanli Ouyang (CVPR, 2023)

Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models. - Wenhao Wu; Xiaohan Wang; Haipeng Luo; Jingdong Wang 001; Yi Yang 001; Wanli Ouyang (CVPR, 2023)

Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization. - Lian Xu; Wanli Ouyang; Mohammed Bennamoun; Farid Boussaïd; Dan Xu 002 (CVPR, 2023)

MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency. - Mingye Xu; Mutian Xu; Tong He 001; Wanli Ouyang; Yali Wang 001; Xiaoguang Han 001; Yu Qiao 001 (CVPR, 2023)

PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer. - Honghui Yang; Wenxiao Wang 001; Minghao Chen 001; Binbin Lin; Tong He 001; Hua Chen; Xiaofei He 001; Wanli Ouyang (CVPR, 2023)

GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds. - Honghui Yang; Tong He 001; Jiaheng Liu; Hua Chen; Boxi Wu; Binbin Lin; Xiaofei He 001; Wanli Ouyang (CVPR, 2023)

Theoretically Guaranteed Policy Improvement Distilled from Model-Based Planning. - Chuming Li; Ruonan Jia; Jie Liu 047; Yinmin Zhang; Yazhe Niu; Yaodong Yang 001; Yu Liu 015; Wanli Ouyang (ECAI, 2023)

STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning. - Tao Han 002; Lei Bai 001; Lingbo Liu; Wanli Ouyang (ICCV, 2023)

CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-Training. - Tianyu Huang; Bowen Dong; Yunhan Yang; Xiaoshui Huang; Rynson W. H. Lau; Wanli Ouyang; Wangmeng Zuo (ICCV, 2023)

Ponder: Point Cloud Pre-training via Neural Rendering. - Di Huang; Sida Peng; Tong He 001; Honghui Yang; Xiaowei Zhou 001; Wanli Ouyang (ICCV, 2023)

Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups. - Peixia Li; Pulak Purkait; Thalaiyasingam Ajanthan; Majid Abdolshah; Ravi Garg; Hisham Husain; Chenchen Xu; Stephen Gould; Wanli Ouyang; Anton van den Hengel (ICCV, 2023)

Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection. - Xinzhu Ma; Yongtao Wang; Yinmin Zhang; Zhiyi Xia; Yuan Meng; Zhihui Wang 001; Haojie Li; Wanli Ouyang (ICCV, 2023)

Masked Motion Predictors are Strong 3D Action Representation Learners. - Yunyao Mao; Jiajun Deng; Wengang Zhou 001; Yao Fang; Wanli Ouyang; Houqiang Li (ICCV, 2023)

What Can Simple Arithmetic Operations Do for Temporal Modeling? - Wenhao Wu; Yuxin Song; Zhun Sun; Jingdong Wang 001; Chang Xu 002; Wanli Ouyang (ICCV, 2023)

NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space. - Jiawei Yao; Chuming Li; Keqiang Sun; Yingjie Cai; Hao Li 069; Wanli Ouyang; Hongsheng Li 001 (ICCV, 2023)

Cycle-consistent Masked AutoEncoder for Unsupervised Domain Generalization. - Haiyang Yang; Xiaotong Li; Shixiang Tang; Feng Zhu 006; Yizhou Wang 007; Meilin Chen; Lei Bai 001; Rui Zhao 001; Wanli Ouyang (ICLR, 2023)

Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation. - Martin Zong; Zengyu Qiu; Xinzhu Ma; Kunlin Yang; Chunya Liu; Jun Hou; Shuai Yi; Wanli Ouyang (ICLR, 2023)

Denser is Better:cost distribution super-resolution network for more accurate sub-pixel disparity. - Hong Zhang 011; Shenglun Chen; Zhihui Wang 001; Haojie Li; Wanli Ouyang (ICME, 2023)

Fed-CoT: Co-teachers for Federated Semi-supervised MS Lesion Segmentation. - Geng Zhan; Jiajun Deng; Mariano Cabezas; Wanli Ouyang; Michael Barnett 006; Chenyu Wang 001 (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images. - Zeyu Lu; Di Huang; Lei Bai 001; Jingjing Qu; Chengyue Wu; Xihui Liu; Wanli Ouyang (NeurIPS, 2023)

Learning to Parameterize Visual Attributes for Open-set Fine-grained Retrieval. - Shijie Wang 003; Jianlong Chang; Haojie Li; Zhihui Wang 001; Wanli Ouyang; Qi Tian 001 (NeurIPS, 2023)

CluB: Cluster Meets BEV for LiDAR-Based 3D Object Detection. - Yingjie Wang 005; Jiajun Deng; Yuenan Hou; Yao Li 016; Yu Zhang 086; Jianmin Ji; Wanli Ouyang; Yanyong Zhang (NeurIPS, 2023)

LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark. - Zhenfei Yin; Jiong Wang; Jianjian Cao; Zhelun Shi; Dingning Liu; Mukai Li; Xiaoshui Huang; Zhiyong Wang 001; Lu Sheng; Lei Bai 001; Jing Shao; Wanli Ouyang (NeurIPS, 2023)

Exploiting Visual Context Semantics for Sound Source Localization. - Xinchi Zhou; Dongzhan Zhou; Di Hu 001; Hang Zhou 009; Wanli Ouyang (WACV, 2023)

SeCo: Separating Unknown Musical Visual Sounds with Consistency Guidance. - Xinchi Zhou; Dongzhan Zhou; Wanli Ouyang; Hang Zhou 009; Di Hu 001 (WACV, 2023)

Ponder: Point Cloud Pre-training via Neural Rendering. - Di Huang; Sida Peng; Tong He 001; Xiaowei Zhou 001; Wanli Ouyang (CoRR, 2023)

UATVR: Uncertainty-Adaptive Text-Video Retrieval. - Bo Fang 003; Wenhao Wu; Chang Liu 042; Yu Zhou 015; Min Yang; Yuxin Song; Fu Li; Weiping Wang 005; Xiangyang Ji; Wanli Ouyang (CoRR, 2023)

β-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search. - Peng Ye 006; Tong He 001; Baopu Li; Tao Chen 003; Lei Bai 001; Wanli Ouyang (CoRR, 2023)

Saliency Guided Contrastive Learning on Scene Images. - Meilin Chen; Yizhou Wang 007; Shixiang Tang; Feng Zhu 006; Haiyang Yang; Lei Bai 001; Rui Zhao 001; Donglian Qi; Wanli Ouyang (CoRR, 2023)

Automatically Predict Material Properties with Microscopic Image Example Polymer Compatibility. - Zhilong Liang; Zhenzhi Tan; Ruixin Hong; Wanli Ouyang; Jinying Yuan; Changshui Zhang (CoRR, 2023)

FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead. - Kang Chen; Tao Han 002; Junchao Gong; Lei Bai 001; Fenghua Ling; Jing-Jia Luo; Xi Chen 004; Leiming Ma; Tianning Zhang; Rui Su; Yuanzheng Ci; Bin Li; et al. (CoRR, 2023)

Seeing is not always believing: A Quantitative Study on Human Perception of AI-Generated Images. - Zeyu Lu; Di Huang; Lei Bai 001; Xihui Liu; Jingjing Qu; Wanli Ouyang (CoRR, 2023)

Clothes-Invariant Feature Learning by Causal Intervention for Clothes-Changing Person Re-identification. - Xulin Li; Yan Lu 001; Bin Liu 016; Yuenan Hou; Yating Liu; Qi Chu 001; Wanli Ouyang; Nenghai Yu (CoRR, 2023)

Retrieve Anyone: A General-purpose Person Re-identification Task with Instructions. - Weizhen He; Shixiang Tang; Yiheng Deng; Qihao Chen; Qingsong Xie; Yizhou Wang 007; Lei Bai 001; Feng Zhu 006; Rui Zhao 001; Wanli Ouyang; Donglian Qi; Yunfeng Yan (CoRR, 2023)

UniG3D: A Unified 3D Object Generation Dataset. - Qinghong Sun; Yangguang Li 001; Zexiang Liu; Xiaoshui Huang; Fenggang Liu; Xihui Liu; Wanli Ouyang; Jing Shao (CoRR, 2023)

Meta-Transformer: A Unified Framework for Multimodal Learning. - Yiyuan Zhang; Kaixiong Gong; Kaipeng Zhang; Hongsheng Li 001; Yu Qiao 001; Wanli Ouyang; Xiangyu Yue 001 (CoRR, 2023)

Experts Weights Averaging: A New General Training Scheme for Vision Transformers. - Yongqi Huang; Peng Ye 006; Xiaoshui Huang; Sheng Li 007; Tao Chen 003; Tong He 001; Wanli Ouyang (CoRR, 2023)

DiffBIR: Towards Blind Image Restoration with Generative Diffusion Prior. - Xinqi Lin; Jingwen He; Ziyan Chen; Zhaoyang Lyu; Ben Fei; Bo Dai 002; Wanli Ouyang; Yu Qiao 001; Chao Dong 005 (CoRR, 2023)

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models. - Zekun Moore Wang; Zhongyuan Peng; Haoran Que; Jiaheng Liu; Wangchunshu Zhou; Yuhan Wu; Hongcheng Guo; Ruitong Gan; Zehao Ni; Man Zhang 005; Zhaoxiang Zhang 001; Wanli Ouyang; et al. (CoRR, 2023)

Understanding Masked Autoencoders From a Local Contrastive Perspective. - Xiaoyu Yue; Lei Bai 001; Meng Wei; Jiangmiao Pang; Xihui Liu; Luping Zhou; Wanli Ouyang (CoRR, 2023)

Beyond One-Preference-for-All: Multi-Objective Direct Preference Optimization for Language Models. - Zhanhui Zhou; Jie Liu 047; Chao Yang 026; Jing Shao; Yu Liu 015; Xiangyu Yue 001; Wanli Ouyang; Yu Qiao 001 (CoRR, 2023)

Rethinking the BERT-like Pretraining for DNA Sequences. - Chaoqi Liang; Weiqiang Bai; Lifeng Qiao; Yuchen Ren 001; Jianle Sun; Peng Ye 006; Hongliang Yan; Xinzhu Ma; Wangmeng Zuo; Wanli Ouyang (CoRR, 2023)

PonderV2: Pave the Way for 3D Foundation Model with A Universal Pre-training Paradigm. - Haoyi Zhu; Honghui Yang; Xiaoyang Wu 002; Di Huang; Sha Zhang 002; Xianglong He; Tong He 001; Hengshuang Zhao; Chunhua Shen; Yu Qiao 001; Wanli Ouyang (CoRR, 2023)

Masked Pretraining for Multi-Agent Decision Making. - Jie Liu 047; Yinmin Zhang; Chuming Li; Chao Yang 026; Yaodong Yang 001; Yu Liu 015; Wanli Ouyang (CoRR, 2023)

I2MD: 3D Action Representation Learning with Inter- and Intra-modal Mutual Distillation. - Yunyao Mao; Jiajun Deng; Wengang Zhou 001; Zhenbo Lu; Wanli Ouyang; Houqiang Li (CoRR, 2023)

Octavius: Mitigating Task Interference in MLLMs via MoE. - Zeren Chen; Ziqin Wang; Zhen Wang 003; Huayang Liu; Zhenfei Yin; Si Liu 001; Lu Sheng; Wanli Ouyang; Yu Qiao 001; Jing Shao (CoRR, 2023)

GPT4Vis: What Can GPT-4 Do for Zero-shot Visual Recognition? - Wenhao Wu; Huanjin Yao; Mengxi Zhang; Yuxin Song; Wanli Ouyang; Jingdong Wang 001 (CoRR, 2023)

ResoNet: Robust and Explainable ENSO Forecasts with Hybrid Convolution and Transformer Networks. - Pumeng Lyu; Tao Tang; Fenghua Ling; Jing-Jia Luo; Niklas Boers; Wanli Ouyang; Lei Bai 001 (CoRR, 2023)

FengWu-4DVar: Coupling the Data-driven Weather Forecasting Model with 4D Variational Assimilation. - Yi Xiao; Lei Bai 001; Wei Xue 003; Kang Chen; Tao Han 002; Wanli Ouyang (CoRR, 2023)

Towards an End-to-End Artificial Intelligence Driven Global Weather Forecasting System. - Kun Chen; Lei Bai 001; Fenghua Ling; Peng Ye 006; Tao Chen 003; Kang Chen; Tao Han 002; Wanli Ouyang (CoRR, 2023)

Partial Fine-Tuning: A Successor to Full Fine-Tuning for Vision Transformers. - Peng Ye 006; Yongqi Huang; Chongjun Tu; Minglei Li; Tao Chen 003; Tong He 001; Wanli Ouyang (CoRR, 2023)

Merging Vision Transformers from Different Tasks and Domains. - Peng Ye 006; Chenyu Huang; Mingzhu Shen; Tao Chen 003; Yongqi Huang; Yuning Zhang; Wanli Ouyang (CoRR, 2023)

A Strip Dilated Convolutional Network for Semantic Segmentation. - Yan Zhou 003; Xihong Zheng; Wanli Ouyang; Baopu Li (Neural Process. Lett., 2023)

OTP-NMS: Toward Optimal Threshold Prediction of NMS for Crowded Pedestrian Detection. - Yi Tang; Min Liu 008; Baopu Li; Yaonan Wang 001; Wanli Ouyang (IEEE Trans. Image Process., 2023)

Deep Instance Segmentation With Automotive Radar Detection Points. - Jianan Liu; Weiyi Xiong; Liping Bai; Yuxuan Xia; Tao Huang 008; Wanli Ouyang; Bing Zhu 004 (IEEE Trans. Intell. Veh., 2023)

ZoomNAS: Searching for Whole-Body Human Pose Estimation in the Wild. - Lumin Xu; Sheng Jin 007; Wentao Liu 002; Chen Qian 006; Wanli Ouyang; Ping Luo 002; Xiaogang Wang 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

SiamSampler: Video-Guided Sampling for Siamese Visual Tracking. - Peixia Li; Boyu Chen; Lei Bai 001; Lei Qiao 004; Bo Li 114; Wanli Ouyang (IEEE Trans. Circuits Syst. Video Technol., 2023)

Adversarial learning based intermediate feature refinement for semantic segmentation. - Dongli Wang; Zhitian Yuan; Wanli Ouyang; Baopu Li; Yan Zhou 003 (Appl. Intell., 2023)

MLST-Former: Multi-Level Spatial-Temporal Transformer for Group Activity Recognition. - Xiaolin Zhu 004; Yan Zhou 003; Dongli Wang; Wanli Ouyang; Rui Su (IEEE Trans. Circuits Syst. Video Technol., 2023)

Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Wanli Ouyang; Dan Xu 002 (Neural Comput. Appl., 2023)

Automatically Predicting Material Properties with Microscopic Images: Polymer Miscibility as an Example. - Zhilong Liang; Zhenzhi Tan; Ruixin Hong; Wanli Ouyang; Jinying Yuan; Changshui Zhang (J. Chem. Inf. Model., 2023)

Towards Trajectory Forecasting From Detection. - Pu Zhang 001; Lei Bai 001; Yuning Wang; Jianwu Fang; Jianru Xue; Nanning Zheng 001; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Automatic Loss Function Search for Adversarial Unsupervised Domain Adaptation. - Zhen Mei; Peng Ye 006; Hancheng Ye; Baopu Li; Jinyang Guo; Tao Chen 003; Wanli Ouyang (IEEE Trans. Circuits Syst. Video Technol., 2023)

TransVG++: End-to-End Visual Grounding With Language Conditioned Vision Transformer. - Jiajun Deng; Zhengyuan Yang; Daqing Liu; Tianlang Chen; Wengang Zhou 001; Yanyong Zhang; Houqiang Li; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

The Equalization Losses: Gradient-Driven Training for Long-tailed Object Recognition. - Jingru Tan; Bo Li 126; Xin Lu; Yongqiang Yao; Fengwei Yu; Tong He 001; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Semantic-Guided Information Alignment Network for Fine-Grained Image Recognition. - Shijie Wang 003; Zhihui Wang 001; Haojie Li; Jianlong Chang; Wanli Ouyang; Qi Tian 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Weakly Supervised Semantic Segmentation via Box-Driven Masking and Filling Rate Shifting. - Chunfeng Song; Wanli Ouyang; Zhaoxiang Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Frozen CLIP Transformer Is an Efficient Point Cloud Encoder. - Xiaoshui Huang; Zhou Huang; Sheng Li 020; Wentao Qu; Tong He 001; Yuenan Hou; Yifan Zuo; Wanli Ouyang (AAAI, 2024)

ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing. - Zhi Jin; Sheng Xu; Xiang Zhang 011; Tianze Ling; Nanqing Dong; Wanli Ouyang; Zhiqiang Gao; Cheng Chang; Siqi Sun (AAAI, 2024)

Boosting Residual Networks with Group Knowledge. - Shengji Tang; Peng Ye 006; Baopu Li; Weihao Lin 002; Tao Chen 003; Tong He 001; Chong Yu; Wanli Ouyang (AAAI, 2024)

Semi-supervised 3D Object Detection with PatchTeacher and PillarMix. - Xiaopei Wu; Liang Peng; Liang Xie 003; Yuenan Hou; Binbin Lin; Xiaoshui Huang; Haifeng Liu 001; Deng Cai 001; Wanli Ouyang (AAAI, 2024)

MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators. - Yaqi Zhang; Di Huang; Bin Liu 016; Shixiang Tang; Yan Lu 001; Lu Chen 001; Lei Bai 001; Qi Chu 001; Nenghai Yu; Wanli Ouyang (AAAI, 2024)

A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning. - Yinmin Zhang; Jie Liu 047; Chuming Li; Yazhe Niu; Yaodong Yang 001; Yu Liu 015; Wanli Ouyang (AAAI, 2024)

MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues. - Ge Bai; Jie Liu 047; Xingyuan Bu; Yancheng He; Jiaheng Liu; Zhanhui Zhou; Zhuoran Lin; Wenbo Su; Tiezheng Ge; Bo Zheng 007; Wanli Ouyang (ACL (1), 2024)

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models. - Noah Wang; Zhongyuan Peng; Haoran Que; Jiaheng Liu; Wangchunshu Zhou; Yuhan Wu; Hongcheng Guo; Ruitong Gan; Zehao Ni; Jian Yang 030; Man Zhang 005; Zhaoxiang Zhang 001; et al. (ACL (Findings), 2024)

ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models. - Yanan Wu; Jie Liu 047; Xingyuan Bu; Jiaheng Liu; Zhanhui Zhou; Yuanxing Zhang; Chenchen Zhang; Zhiqi Bai; Haibin Chen; Tiezheng Ge; Wanli Ouyang; Wenbo Su; et al. (ACL (Findings), 2024)

Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! - Zhanhui Zhou; Jie Liu 047; Zhichen Dong; Jiaheng Liu; Chao Yang 026; Wanli Ouyang; Yu Qiao 001 (ACL (1), 2024)

Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization. - Zhanhui Zhou; Jie Liu 047; Jing Shao; Xiangyu Yue 001; Chao Yang 026; Wanli Ouyang; Yu Qiao 001 (ACL (Findings), 2024)

Point Transformer V3: Simpler, Faster, Stronger. - Xiaoyang Wu 002; Li Jiang 009; Peng-Shuai Wang; Zhijian Liu; Xihui Liu; Yu Qiao 001; Wanli Ouyang; Tong He 001; Hengshuang Zhao (CVPR, 2024)

Instruct-ReID: A Multi-Purpose Person Re-Identification Task with Instructions. - Weizhen He; Yiheng Deng; Shixiang Tang; Qihao Chen; Qingsong Xie; Yizhou Wang 007; Lei Bai 001; Feng Zhu 006; Rui Zhao 001; Wanli Ouyang; Donglian Qi; Yunfeng Yan (CVPR, 2024)

TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation. - Xiaopei Wu; Yuenan Hou; Xiaoshui Huang; Binbin Lin; Tong He 001; Xinge Zhu; Yuexin Ma; Boxi Wu; Haifeng Liu 001; Deng Cai 001; Wanli Ouyang (CVPR, 2024)

UniPAD: A Universal Pre-Training Paradigm for Autonomous Driving. - Honghui Yang; Sha Zhang 002; Di Huang; Xiaoyang Wu 002; Haoyi Zhu; Tong He 001; Shixiang Tang; Hengshuang Zhao; Qibo Qiu; Binbin Lin; Xiaofei He 001; Wanli Ouyang (CVPR, 2024)

Taming Stable Diffusion for Text to 360° Panorama Image Generation. - Cheng Zhang; Qianyi Wu; Camilo Cruz Gambardella; Xiaoshui Huang; Dinh Phung 001; Wanli Ouyang; Jianfei Cai 001 (CVPR, 2024)

Point Cloud Pre-Training with Diffusion Models. - Xiao Zheng; Xiaoshui Huang; Guofeng Mei; Yuenan Hou; Zhaoyang Lyu; Bo Dai 002; Wanli Ouyang; Yongshun Gong (CVPR, 2024)

GVGEN: Text-to-3D Generation with Volumetric Representation. - Xianglong He; Junyi Chen; Sida Peng; Di Huang; Yangguang Li 001; Xiaoshui Huang; Chun Yuan; Wanli Ouyang; Tong He 001 (ECCV (8), 2024)

DiffBIR: Toward Blind Image Restoration with Generative Diffusion Prior. - Xinqi Lin; Jingwen He; Ziyan Chen; Zhaoyang Lyu; Bo Dai 002; Fanghua Yu; Yu Qiao 001; Wanli Ouyang; Chao Dong 005 (ECCV (59), 2024)

UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation. - Zexiang Liu; Yangguang Li 001; Youtian Lin; Xin Yu 004; Sida Peng; Yan-Pei Cao; Xiaojuan Qi 001; Xiaoshui Huang; Ding Liang; Wanli Ouyang (ECCV (5), 2024)

PredBench: Benchmarking Spatio-Temporal Prediction Across Diverse Disciplines. - Zidong Wang 004; Zeyu Lu; Di Huang; Tong He 001; Xihui Liu; Wanli Ouyang; Lei Bai 001 (ECCV (58), 2024)

DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM. - Yixuan Wu; Yizhou Wang 007; Shixiang Tang; Wenhao Wu; Tong He 001; Wanli Ouyang; Philip Torr 001; Jian Wu 001 (ECCV (32), 2024)

Agent3D-Zero: An Agent for Zero-Shot 3D Understanding. - Sha Zhang 002; Di Huang; Jiajun Deng; Shixiang Tang; Wanli Ouyang; Tong He 001; Yanyong Zhang (ECCV (19), 2024)

GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models. - Shilong Li; Yancheng He; Hangyu Guo; Xingyuan Bu; Ge Bai; Jie Liu 047; Jiaheng Liu; Xingwei Qu; Yangguang Li 001; Wanli Ouyang; Wenbo Su; Bo Zheng 007 (EMNLP (Findings), 2024)

LOCR: Location-Guided Transformer for Optical Character Recognition. - Yu Sun; Dongzhan Zhou; Chen Lin 003; Conghui He; Wanli Ouyang; Han-Sen Zhong (EMNLP (Findings), 2024)

Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE. - Zeren Chen; Ziqin Wang; Zhen Wang 003; Huayang Liu; Zhenfei Yin; Si Liu 001; Lu Sheng; Wanli Ouyang; Jing Shao (ICLR, 2024)

3D Point Cloud Pre-Training with Knowledge Distilled from 2D Images. - Yuan Yao; Yuanhan Zhang; Zhenfei Yin; Jiebo Luo 001; Wanli Ouyang; Xiaoshui Huang (ICME, 2024)

CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling. - Junchao Gong; Lei Bai 001; Peng Ye 006; Wanghan Xu; Na Liu; Jianhua Dai; Xiaokang Yang 001; Wanli Ouyang (ICML, 2024)

FiT: Flexible Vision Transformer for Diffusion Model. - Zeyu Lu; Zidong Wang 004; Di Huang; Chengyue Wu; Xihui Liu; Wanli Ouyang; Lei Bai 001 (ICML, 2024)

Towards a Self-contained Data-driven Global Weather Forecasting Framework. - Yi Xiao; Lei Bai 001; Wei Xue 003; Hao Chen 045; Kun Chen; Kang Chen; Tao Han 002; Wanli Ouyang (ICML, 2024)

An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding. - Renqi Chen; Wenwei Han; Haohao Zhang; Haoyang Su; Zhefan Wang; Xiaolei Liu; Hao Jiang; Wanli Ouyang; Nanqing Dong (IJCAI, 2024)

FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation. - Kun Chen; Peng Ye 006; Hao Chen 045; Kang Chen; Tao Han 002; Wanli Ouyang; Tao Chen 003; Lei Bai 001 (NeurIPS, 2024)

EMR-Merging: Tuning-Free High-Performance Model Merging. - Chenyu Huang; Peng Ye 006; Tao Chen 003; Tong He 001; Xiangyu Yue 001; Wanli Ouyang (NeurIPS, 2024)

ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention. - Mingchen Li; Yang Tan 001; Xinzhu Ma; Bozitao Zhong; Huiqun Yu; Ziyi Zhou; Wanli Ouyang; Bingxin Zhou; Pan Tan; Liang Hong (NeurIPS, 2024)

AFBench: A Large-scale Benchmark for Airfoil Design. - Jian Liu 036; Jianyu Wu; Hairun Xie; Guoqing Zhang; Jing Wang; Wei Liu 123; Wanli Ouyang; Junjun Jiang; Xianming Liu; Shixiang Tang; Miao Zhang (NeurIPS, 2024)

Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA. - Lifeng Qiao; Peng Ye 006; Yuchen Ren 001; Weiqiang Bai; Chaoqi Liang; Xinzhu Ma; Nanqing Dong; Wanli Ouyang (NeurIPS, 2024)

BEACON: Benchmark for Comprehensive RNA Tasks and Language Models. - Yuchen Ren 001; Zhiyuan Chen; Lifeng Qiao; Hongtai Jing; Yuchen Cai; Sheng Xu; Peng Ye 006; Xinzhu Ma; Siqi Sun; Hongliang Yan; Dong Yuan; Wanli Ouyang; et al. (NeurIPS, 2024)

NeuRodin: A Two-stage Framework for High-Fidelity Neural Surface Reconstruction. - Yifan Wang; Di Huang; Weicai Ye; Guofeng Zhang 001; Wanli Ouyang; Tong He 001 (NeurIPS, 2024)

Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling. - Wanghan Xu; Fenghua Ling; Wenlong Zhang; Tao Han 002; Hao Chen 045; Wanli Ouyang; Lei Bai 001 (NeurIPS, 2024)

Dense Connector for MLLMs. - Huanjin Yao; Wenhao Wu; Taojiannan Yang; Yuxin Song; Mengxi Zhang; Haocheng Feng; Yifan Sun 003; Zhiheng Li; Wanli Ouyang; Jingdong Wang 001 (NeurIPS, 2024)

DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion. - Weicai Ye; Chenhao Ji; Zheng Chen 016; Junyao Gao 002; Xiaoshui Huang; Song-Hai Zhang; Wanli Ouyang; Tong He 001; Cairong Zhao; Guofeng Zhang 001 (NeurIPS, 2024)

Empowering and Assessing the Utility of Large Language Models in Crop Science. - Hang Zhang; Jiawei Sun; Renqi Chen; Wei Liu 123; Zhonghang Yuan; Xinzhe Zheng 001; Zhefan Wang; Zhiyuan Yang; Hang Yan 001; Han-Sen Zhong; Xiqing Wang; Wanli Ouyang; et al. (NeurIPS, 2024)

Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning. - Haoyi Zhu; Yating Wang; Di Huang; Weicai Ye; Wanli Ouyang; Tong He 001 (NeurIPS, 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)

Surpassing Sycamore: Achieving Energetic Superiority Through System-Level Circuit Simulation. - Rong Fu; Zhongling Su; Han-Sen Zhong; Xiti Zhao; Jianyang Zhang; Feng Pan; Pan Zhang; Xianhe Zhao; Ming-Cheng Chen; Chao-Yang Lu; Jian-Wei Pan; Zhilin Pei; et al. (SC, 2024)

Improving multiple sclerosis lesion segmentation across clinical sites: A federated learning approach with noise-resilient training. - Lei Bai 001; Dongang Wang; Hengrui Wang; Michael Barnett 006; Mariano Cabezas; Weidong Cai 001; Fernando Calamante; Kain Kyle; Dongnan Liu; Linda Ly; Aria Nguyen; Chun-Chien Shieh; et al. (Artif. Intell. Medicine, 2024)

Deep generative model for protein subcellular localization prediction. - Guo-Hua Yuan; Jinzhe Li; Zejun Yang; Yao-Qi Chen; Zhonghang Yuan; Tao Chen 003; Wanli Ouyang; Nanqing Dong; Li Yang (Briefings Bioinform., 2024)

Bilateral Reference for High-Resolution Dichotomous Image Segmentation. - Peng Zheng 004; Dehong Gao; Deng-Ping Fan; Li Liu 002; Jorma Laaksonen; Wanli Ouyang; Nicu Sebe (CoRR, 2024)

Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New Method. - Zili Liu; Hao Chen 045; Lei Bai 001; Wenyuan Li 002; Keyan Chen 001; Zhengyi Wang; Wanli Ouyang; Zhengxia Zou; Zhenwei Shi (CoRR, 2024)

From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities. - Chaochao Lu; Chen Qian 006; Guodong Zheng; Hongxing Fan; Hongzhi Gao; Jie Zhang 074; Jing Shao; Jingyi Deng; Jinlan Fu; Kexin Huang; Kunchang Li 002; Lijun Li; et al. (CoRR, 2024)

FengWu-GHR: Learning the Kilometer-scale Medium-range Global Weather Forecasting. - Tao Han 002; Song Guo; Fenghua Ling; Kang Chen; Junchao Gong; Jing-Jia Luo; Junxia Gu; Kan Dai; Wanli Ouyang; Lei Bai 001 (CoRR, 2024)

A Comprehensive Survey on 3D Content Generation. - Jian Liu 036; Xiaoshui Huang; Tianyu Huang; Lu Chen 001; Yuenan Hou; Shixiang Tang; Ziwei Liu 002; Wanli Ouyang; Wangmeng Zuo; Junjun Jiang; Xianming Liu (CoRR, 2024)

ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast. - Wanghan Xu; Kang Chen; Tao Han 002; Hao Chen 045; Wanli Ouyang; Lei Bai 001 (CoRR, 2024)

Integration of cognitive tasks into artificial general intelligence test for large models. - Youzhi Qu; Chen Wei 006; Penghui Du; Wenxin Che; Chi Zhang; Wanli Ouyang; Yatao Bian; Feiyang Xu; Bin Hu 001; Kai Du; Haiyan Wu; Jia Liu; et al. (CoRR, 2024)

Uni3D-LLM: Unifying Point Cloud Perception, Generation and Editing with Large Language Models. - Dingning Liu; Xiaoshui Huang; Yuenan Hou; Zhihui Wang 001; Zhenfei Yin; Yongshun Gong; Peng Gao 007; Wanli Ouyang (CoRR, 2024)

ChemLLM: A Chemical Large Language Model. - Di Zhang; Wei Liu 123; Qian Tan; Jingdan Chen; Hang Yan 001; Yuliang Yan; Jiatong Li 003; Weiran Huang 001; Xiangyu Yue 001; Dongzhan Zhou; Shufei Zhang; Mao Su; et al. (CoRR, 2024)

Revealing Decurve Flows for Generalized Graph Propagation. - Chen Lin 003; Liheng Ma; Yiyang Chen; Wanli Ouyang; Michael M. Bronstein; Philip H. S. Torr (CoRR, 2024)

Self-consistent Validation for Machine Learning Electronic Structure. - Gengyuan Hu; Gengchen Wei; Zekun Lou; Philip H. S. Torr; Wanli Ouyang; Hansen Zhong; Chen Lin 003 (CoRR, 2024)

NeRF-Det++: Incorporating Semantic Cues and Perspective-aware Depth Supervision for Indoor Multi-View 3D Detection. - Chenxi Huang 004; Yuenan Hou; Weicai Ye; Di Huang; Xiaoshui Huang; Binbin Lin; Deng Cai 001; Wanli Ouyang (CoRR, 2024)

LOCR: Location-Guided Transformer for Optical Character Recognition. - Yu Sun; Dongzhan Zhou; Chen Lin 003; Conghui He; Wanli Ouyang; Hansen Zhong (CoRR, 2024)

PoIFusion: Multi-Modal 3D Object Detection via Fusion at Points of Interest. - Jiajun Deng; Sha Zhang 002; Feras Dayoub; Wanli Ouyang; Yanyong Zhang; Ian Reid 001 (CoRR, 2024)

RH20T-P: A Primitive-Level Robotic Dataset Towards Composable Generalization Agents. - Zeren Chen; Zhelun Shi; Xiaoya Lu; Lehan He; Sucheng Qian; Haoshu Fang; Zhenfei Yin; Wanli Ouyang; Jing Shao; Yu Qiao 001; Cewu Lu; Lu Sheng (CoRR, 2024)

How Much Data are Enough? Investigating Dataset Requirements for Patch-Based Brain MRI Segmentation Tasks. - Dongang Wang; Peilin Liu; Hengrui Wang; Heidi Beadnall; Kain Kyle; Linda Ly; Mariano Cabezas; Geng Zhan; Ryan Sullivan; Tom Weidong Cai; Wanli Ouyang; Fernando Calamante; et al. (CoRR, 2024)

Taming Stable Diffusion for Text to 360{ deg} Panorama Image Generation. - Cheng Zhang; Qianyi Wu; Camilo Cruz Gambardella; Xiaoshui Huang; Dinh Q. Phung; Wanli Ouyang; Jianfei Cai 001 (CoRR, 2024)

Physical formula enhanced multi-task learning for pharmacokinetics prediction. - Ruifeng Li; Dongzhan Zhou; Ancheng Shen; Ao Zhang; Mao Su; Mingqian Li; Hongyang Chen; Gang Chen 001; Yin Zhang 014; Shufei Zhang; Yuqiang Li; Wanli Ouyang (CoRR, 2024)

DocReLM: Mastering Document Retrieval with Language Model. - Gengchen Wei; Xinle Pang; Tianning Zhang; Yu Sun; Xun Qian; Chen Lin 003; Hansen Zhong; Wanli Ouyang (CoRR, 2024)

ORCA: A Global Ocean Emulator for Multi-year to Decadal Predictions. - Zijie Guo; Pumeng Lyu; Fenghua Ling; Jing-Jia Luo; Niklas Boers; Wanli Ouyang; Lei Bai 001 (CoRR, 2024)

Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification. - Weizhen He; Yiheng Deng; Yunfeng Yan; Feng Zhu 006; Yizhou Wang 007; Lei Bai 001; Qingsong Xie; Donglian Qi; Wanli Ouyang; Shixiang Tang (CoRR, 2024)

MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series. - Ge Zhang 009; Scott Qu; Jiaheng Liu; Chenchen Zhang; Chenghua Lin; Chou Leuang Yu; Danny Pan; Esther Cheng; Jie Liu 047; Qunshu Lin; Raven Yuan; Tuney Zheng; et al. (CoRR, 2024)

Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision. - Minglei Li; Peng Ye 006; Yongqi Huang; Lin Zhang; Tao Chen 003; Tong He 001; Jiayuan Fan 001; Wanli Ouyang (CoRR, 2024)

Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B. - Di Zhang; Xiaoshui Huang; Dongzhan Zhou; Yuqiang Li; Wanli Ouyang (CoRR, 2024)

Holistic-Motion2D: Scalable Whole-body Human Motion Generation in 2D Space. - Yuan Wang; Zhao Wang 006; Junhao Gong; Di Huang; Tong He 001; Wanli Ouyang; Jile Jiao; Xuetao Feng; Qi Dou 001; Shixiang Tang; Dan Xu 002 (CoRR, 2024)

Iterative Length-Regularized Direct Preference Optimization: A Case Study on Improving 7B Language Models to GPT-4 Level. - Jie Liu 047; Zhanhui Zhou; Jiaheng Liu; Xingyuan Bu; Chao Yang 026; Hansen Zhong; Wanli Ouyang (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)

Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation. - Rong Fu; Zhongling Su; Han-Sen Zhong; Xiti Zhao; Jianyang Zhang; Feng Pan; Pan Zhang; Xianhe Zhao; Ming-Cheng Chen; Chao-Yang Lu; Jian-Wei Pan; Zhiling Pei; et al. (CoRR, 2024)

VEnhancer: Generative Space-Time Enhancement for Video Generation. - Jingwen He; Tianfan Xue; Dongyang Liu; Xinqi Lin; Peng Gao 007; Dahua Lin; Yu Qiao 001; Wanli Ouyang; Ziwei Liu 002 (CoRR, 2024)

TCFormer: Visual Recognition via Token Clustering Transformer. - Wang Zeng; Sheng Jin 007; Lumin Xu; Wentao Liu 002; Chen Qian 006; Wanli Ouyang; Ping Luo 002; Xiaogang Wang 001 (CoRR, 2024)

VegeDiff: Latent Diffusion Model for Geospatial Vegetation Forecasting. - Sijie Zhao; Hao Chen 045; Xueliang Zhang 002; Pengfeng Xiao; Lei Bai 001; Wanli Ouyang (CoRR, 2024)

Point Transformer V3 Extreme: 1st Place Solution for 2024 Waymo Open Dataset Challenge in Semantic Segmentation. - Xiaoyang Wu 002; Xiang Xu 009; Lingdong Kong; Liang Pan; Ziwei Liu 002; Tong He 001; Wanli Ouyang; Hengshuang Zhao (CoRR, 2024)

Fast Information Streaming Handler (FisH): A Unified Seismic Neural Network for Single Station Real-Time Earthquake Early Warning. - Tianning Zhang; Feng Liu 003; Yuming Yuan; Rui Su; Wanli Ouyang; Lei Bai 001 (CoRR, 2024)

GenAgent: Build Collaborative AI Systems with Automated Workflow Generation - Case Studies on ComfyUI. - Xiangyuan Xue; Zeyu Lu; Di Huang; Wanli Ouyang; Lei Bai 001 (CoRR, 2024)

GigaGS: Scaling up Planar-Based 3D Gaussians for Large Scene Surface Reconstruction. - Junyi Chen; Weicai Ye; Yifan Wang; Danpeng Chen; Di Huang; Wanli Ouyang; Guofeng Zhang 001; Yu Qiao 001; Tong He 001 (CoRR, 2024)

LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning. - Di Zhang; Jianbo Wu; Jingdi Lei; Tong Che; Jiatong Li 003; Tong Xie; Xiaoshui Huang; Shufei Zhang; Marco Pavone 001; Yuqiang Li; Wanli Ouyang; Dongzhan Zhou (CoRR, 2024)

Diffusion Models Need Visual Priors for Image Generation. - Xiaoyu Yue; Zidong Wang 004; Zeyu Lu; Shuyang Sun; Meng Wei; Wanli Ouyang; Lei Bai 001; Luping Zhou (CoRR, 2024)

Two Heads Are Better Than One: A Multi-Agent System Has the Potential to Improve Scientific Idea Generation. - Haoyang Su; Renqi Chen; Shixiang Tang; Xinzhe Zheng 001; Jingzhe Li; Zhenfei Yin; Wanli Ouyang; Nanqing Dong (CoRR, 2024)

CrystalX: Ultra-Precision Crystal Structure Resolution and Error Correction Using Deep Learning. - Kaipeng Zheng; Weiran Huang 001; Wanli Ouyang; Hansen Zhong; Yuqiang Li (CoRR, 2024)

FiTv2: Scalable and Improved Flexible Vision Transformer for Diffusion Model. - Zidong Wang 004; Zeyu Lu; Di Huang; Cai Zhou; Wanli Ouyang; Lei Bai 001 (CoRR, 2024)

WorldSimBench: Towards Video Generation Models as World Simulators. - Yiran Qin; Zhelun Shi; Jiwen Yu; Xijun Wang; Enshen Zhou; Lijun Li; Zhenfei Yin; Xihui Liu; Lu Sheng; Jing Shao; Lei Bai 001; Wanli Ouyang; et al. (CoRR, 2024)

MotionGPT-2: A General-Purpose Motion-Language Model for Motion Generation and Understanding. - Yuan Wang; Di Huang; Yaqi Zhang; Wanli Ouyang; Jile Jiao; Xuetao Feng; Yan Zhou 003; Pengfei Wan 001; Shixiang Tang; Dan Xu 002 (CoRR, 2024)

FengWu-W2S: A deep learning model for seamless weather-to-subseasonal forecast of global atmosphere. - Fenghua Ling; Kang Chen; Jiye Wu; Tao Han 002; Jing-Jia Luo; Wanli Ouyang; Lei Bai 001 (CoRR, 2024)

OASIS: Open Agent Social Interaction Simulations with One Million Agents. - Ziyi Yang; Zaibin Zhang; Zirui Zheng; Yuxian Jiang; Ziyue Gan; Zhiyu Wang; Zijian Ling; Jinsong Chen; Martz Ma; Bowen Dong; Prateek Gupta; Shuyue Hu; et al. (CoRR, 2024)

DATAP-SfM: Dynamic-Aware Tracking Any Point for Robust Structure from Motion in the Wild. - Weicai Ye; Xinyu Chen; Ruohao Zhan; Di Huang; Xiaoshui Huang; Haoyi Zhu; Hujun Bao; Wanli Ouyang; Tong He 001; Guofeng Zhang 001 (CoRR, 2024)

COMET: Benchmark for Comprehensive Biological Multi-omics Evaluation Tasks and Language Models. - Yuchen Ren 001; Wenwei Han; Qianyuan Zhang; Yining Tang; Weiqiang Bai; Yuchen Cai; Lifeng Qiao; Hao Jiang; Dong Yuan; Tao Chen 003; Siqi Sun; Pan Tan; et al. (CoRR, 2024)

TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction. - Xuying Zhang; Yutong Liu; Yangguang Li 001; Renrui Zhang; Yufei Liu; Kai Wang 001; Wanli Ouyang; Zhiwei Xiong; Peng Gao 007; Qibin Hou; Ming-Ming Cheng (CoRR, 2024)

Biology Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models. - Haonan He; Yuchen Ren 001; Yining Tang; Ziyang Xu; Junxian Li 001; Minghao Yang; Di Zhang; Dong Yuan; Tao Chen 003; Shufei Zhang; Yuqiang Li; Nanqing Dong; et al. (CoRR, 2024)

Geometry-enhanced pretraining on interatomic potentials. - Taoyong Cui; Chenyu Tang; Mao Su; Shufei Zhang; Yuqiang Li; Lei Bai 001; Yuhan Dong; Xingao Gong; Wanli Ouyang (Nat. Mac. Intell., 2024)

Adaptive pessimism via target Q-value for offline reinforcement learning. - Jie Liu 047; Yinmin Zhang; Chuming Li; Yaodong Yang 001; Yu Liu 015; Wanli Ouyang (Neural Networks, 2024)

Deriving Accurate Surface Meteorological States at Arbitrary Locations via Observation-Guided Continuous Neural Field Modeling. - Zili Liu; Hao Chen 045; Lei Bai 001; Wenyuan Li 002; Keyan Chen 001; Zhengyi Wang; Wanli Ouyang; Zhengxia Zou; Zhenwei Shi (IEEE Trans. Geosci. Remote. Sens., 2024)

MambaDS: Near-Surface Meteorological Field Downscaling With Topography Constrained Selective State-Space Modeling. - Zili Liu; Hao Chen 045; Lei Bai 001; Wenyuan Li 002; Wanli Ouyang; Zhengxia Zou; Zhenwei Shi (IEEE Trans. Geosci. Remote. Sens., 2024)

RS-Mamba for Large Remote Sensing Image Dense Prediction. - Sijie Zhao; Hao Chen 045; Xueliang Zhang 002; Pengfeng Xiao; Lei Bai 001; Wanli Ouyang (IEEE Trans. Geosci. Remote. Sens., 2024)

MaskMA: Towards Zero-Shot Multi-Agent Decision Making with Mask-Based Collaborative Learning. - Jie Liu 047; Yinmin Zhang; Chuming Li; Zhiyuan You; Zhanhui Zhou; Chao Yang 026; Yaodong Yang 001; Yu Liu 015; Wanli Ouyang (Trans. Mach. Learn. Res., 2024)

Online Handwritten Chinese Character Recognition Based on 1-D Convolution and Two-Streams Transformers. - Yihong Chen; Hao Zheng; Yanchun Li; Wanli Ouyang; Jiang Zhu (IEEE Trans. Multim., 2024)

Similarity- and Quality-Guided Relation Learning for Joint Detection and Tracking. - Weitao Feng; Lei Bai 001; Yongqiang Yao; Weihao Gan; Wei Wu 021; Wanli Ouyang (IEEE Trans. Multim., 2024)

Accurate Fine-Grained Object Recognition with Structure-Driven Relation Graph Networks. - Shijie Wang 003; Zhihui Wang 001; Haojie Li; Jianlong Chang; Wanli Ouyang; Qi Tian 001 (Int. J. Comput. Vis., 2024)

Transferring Vision-Language Models for Visual Recognition: A Classifier Perspective. - Wenhao Wu; Zhun Sun; Yuxin Song; Jingdong Wang 001; Wanli Ouyang (Int. J. Comput. Vis., 2024)

Self-Supervised Feature Learning for Appliance Recognition in Nonintrusive Load Monitoring. - Yinyan Liu; Lei Bai 001; Jin Ma 001; Wei Wang 011; Wanli Ouyang (IEEE Trans. Ind. Informatics, 2024)

Editorial: Learning With Fewer Labels in Computer Vision. - Li Liu 002; Timothy M. Hospedales; Yann LeCun; Mingsheng Long; Jiebo Luo 001; Wanli Ouyang; Matti Pietikäinen; Tinne Tuytelaars (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Towards Frame Rate Agnostic Multi-object Tracking. - Weitao Feng; Lei Bai 001; Yongqiang Yao; Fengwei Yu; Wanli Ouyang (Int. J. Comput. Vis., 2024)

3D Object Detection From Images for Autonomous Driving: A Survey. - Xinzhu Ma; Wanli Ouyang; Andrea Simonelli; Elisa Ricci 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

DeNKD: Decoupled Non-Target Knowledge Distillation for Complementing Transformer-Based Unsupervised Domain Adaptation. - Zhen Mei; Peng Ye 006; Baopu Li; Tao Chen 003; Jiayuan Fan 001; Wanli Ouyang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Content-Aware Rectified Activation for Zero-Shot Fine-Grained Image Retrieval. - Shijie Wang 003; Jianlong Chang; Zhihui Wang 001; Haojie Li; Wanli Ouyang; Qi Tian 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

HVDistill: Transferring Knowledge from Images to Point Clouds via Unsupervised Hybrid-View Distillation. - Sha Zhang 002; Jiajun Deng; Lei Bai 001; Houqiang Li; Wanli Ouyang; Yanyong Zhang (Int. J. Comput. Vis., 2024)

Unsupervised contrastive learning with simple transformation for 3D point cloud data. - Jincen Jiang; Xuequan Lu; Wanli Ouyang; Meili Wang (Vis. Comput., 2024)

Multidimensional Pruning and Its Extension: A Unified Framework for Model Compression. - Jinyang Guo; Dong Xu 001; Wanli Ouyang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Fast-BEV: A Fast and Strong Bird's-Eye View Perception Baseline. - Yangguang Li 001; Bin Huang; Zeren Chen; Yufeng Cui; Feng Liang; Mingzhu Shen; Fenggang Liu; Enze Xie; Lu Sheng; Wanli Ouyang; Jing Shao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Hamid Laga; Wanli Ouyang; Dan Xu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

TCFormer: Visual Recognition via Token Clustering Transformer. - Wang Zeng; Sheng Jin 007; Lumin Xu; Wentao Liu 002; Chen Qian 006; Wanli Ouyang; Ping Luo 002; Xiaogang Wang 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area. - Junxian Li 001; Di Zhang; Xunzhi Wang; Zeying Hao; Jingdi Lei; Qian Tan; Cai Zhou; Wei Liu 123; Yaotian Yang; Xinrui Xiong; Weiyun Wang; Zhe Chen 013; et al. (AAAI, 2025)

GigaGS: 3D Gaussian Based Planar Representation for Large-Scene Surface Reconstruction. - Junyi Chen; Weicai Ye; Yifan Wang; Danpeng Chen; Di Huang; Wanli Ouyang; Guofeng Zhang 001; Yu Qiao 001; Tong He 001 (AAAI, 2025)

Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection. - Dingning Liu; Jinzhe Li; Haoyang Su; Bei Cui; Zhihui Wang; Qingbo Yuan; Wanli Ouyang; Nanqing Dong (AAAI, 2025)

Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis. - Yu Zhu; Bo Lei; Chunfeng Song; Wanli Ouyang; Shan Yu; Tiejun Huang 003 (AAAI, 2025)

Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System. - Haoyang Su; Renqi Chen; Shixiang Tang; Zhenfei Yin; Xinzhe Zheng 001; Jinzhe Li; Biqing Qi; Qi Wu; Hui Li 037; Wanli Ouyang; Philip Torr 001; Bowen Zhou 002; et al. (ACL (1), 2025)

Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback. - Jiakang Yuan; Xiangchao Yan; Bo Zhang 069; Tao Chen 003; Botian Shi; Wanli Ouyang; Yu Qiao 001; Lei Bai 001; Bowen Zhou 002 (ACL (1), 2025)

Neuro-3D: Towards 3D Visual Decoding from EEG Signals. - Zhanqiang Guo; Jiamin Wu; Yonghao Song; Jiahui Bu; Weijian Mai; Qihao Zheng; Wanli Ouyang; Chunfeng Song (CVPR, 2025)

UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines. - Chen Tang; Xinzhu Ma; Encheng Su; Xiufeng Song; Xiaohong Liu 001; Wei-Hong Li; Lei Bai 001; Wanli Ouyang; Xiangyu Yue 001 (CVPR, 2025)

Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution. - Siwei Tu; Ben Fei; Weidong Yang 001; Fenghua Ling; Hao Chen 045; Zili Liu; Kun Chen; Hang Fan; Wanli Ouyang; Lei Bai 001 (CVPR, 2025)

ComfyBench: Benchmarking LLM-based Agents in ComfyUI for Autonomously Designing Collaborative AI Systems. - Xiangyuan Xue; Zeyu Lu; Di Huang; Zidong Wang 004; Wanli Ouyang; Lei Bai 001 (CVPR, 2025)

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. - Di Zhang; Jingdi Lei; Junxian Li 001; Xunzhi Wang; Yujie Liu; Zonglin Yang 001; Jiatong Li 003; Weida Wang; Suorong Yang; Jianbo Wu; Peng Ye 006; Wanli Ouyang; et al. (CVPR, 2025)

MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses. - Zonglin Yang 001; Wanhao Liu; Ben Gao; Tong Xie; Yuqiang Li; Wanli Ouyang; Soujanya Poria; Erik Cambria; Dongzhan Zhou (ICLR, 2025)

Where Am I and What Will I See: An Auto-Regressive Model for Spatial Localization and View Prediction. - Junyi Chen; Di Huang; Weicai Ye; Wanli Ouyang; Tong He 001 (ICLR, 2025)

PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling. - Junchao Gong; Siwei Tu; Weidong Yang 001; Ben Fei; Kun Chen; Wenlong Zhang; Xiaokang Yang 001; Wanli Ouyang; Lei Bai 001 (ICLR, 2025)

HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction. - Shengji Tang; Weicai Ye; Peng Ye 006; Weihao Lin 002; Yang Zhou; Tao Chen 003; Wanli Ouyang (ICLR, 2025)

A CLIP-Powered Framework for Robust and Generalizable Data Selection. - Suorong Yang; Peng Ye 006; Wanli Ouyang; Dongzhan Zhou; Furao Shen (ICLR, 2025)

Depth Any Video with Scalable Synthetic Data. - Honghui Yang; Di Huang; Wei Yin 006; Chunhua Shen; Haifeng Liu 001; Xiaofei He 001; Binbin Lin; Wanli Ouyang; Tong He 001 (ICLR, 2025)

WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning. - Xiangyu Zhao; Zhiwang Zhou; Wenlong Zhang; Yihao Liu; Xiangyu Chen; Junchao Gong; Hao Chen 045; Ben Fei; Shiqi Chen; Wanli Ouyang; Xiao-Ming Wu; Lei Bai 001 (ICLR, 2025)

LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search. - Di Zhang; Jianbo Wu; Jingdi Lei; Tong Che; Jiatong Li 003; Tong Xie; Xiaoshui Huang; Shufei Zhang; Marco Pavone 001; Yuqiang Li; Wanli Ouyang; Dongzhan Zhou (NAACL (Long Papers), 2025)

Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback. - Jiakang Yuan; Xiangchao Yan; Botian Shi; Tao Chen 003; Wanli Ouyang; Bo Zhang 069; Lei Bai 001; Yu Qiao 001; Bowen Zhou 002 (CoRR, 2025)

DispFormer: Pretrained Transformer for Flexible Dispersion Curve Inversion from Global Synthesis to Regional Applications. - Feng Liu 003; Bao Deng; Rui Su; Lei Bai 001; Wanli Ouyang (CoRR, 2025)

Improving Video Generation with Human Feedback. - Jie Liu 047; Gongye Liu; Jiajun Liang; Ziyang Yuan; Xiaokun Liu; Mingwu Zheng; Xiele Wu; Qiulin Wang; Wenyu Qin; Menghan Xia; Xintao Wang 002; Xiaohong Liu 001; et al. (CoRR, 2025)

Exploring Representation-Aligned Latent Space for Better Generation. - Wanghan Xu; Xiaoyu Yue; Zidong Wang 004; Yao Teng; Wenlong Zhang; Xihui Liu; Luping Zhou; Wanli Ouyang; Lei Bai 001 (CoRR, 2025)

MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data. - Yuqin Dai; Zhouheng Yao; Chunfeng Song; Qihao Zheng; Weijian Mai; Kunyu Peng; Shuai Lu; Wanli Ouyang; Jian Yang 003; Jiamin Wu (CoRR, 2025)

Acquisition through My Eyes and Steps: A Joint Predictive Agent Model in Egocentric Worlds. - Lu Chen 001; Yizhou Wang 007; Shixiang Tang; Qianhong Ma; Tong He 001; Wanli Ouyang; Xiaowei Zhou 001; Hujun Bao; Sida Peng (CoRR, 2025)

Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection. - Dingning Liu; Jinzhe Li; Haoyang Su; Bei Cui; Zhihui Wang 001; Qingbo Yuan; Wanli Ouyang; Nanqing Dong (CoRR, 2025)

TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models. - Yangguang Li 001; Zi-Xin Zou; Zexiang Liu; Dehu Wang; Yuan Liang; Zhipeng Yu; Xingchao Liu; Yuan-Chen Guo; Ding Liang; Wanli Ouyang; Yan-Pei Cao (CoRR, 2025)

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling. - Runze Liu 002; Junqi Gao; Jian Zhao; Kaiyan Zhang; Xiu Li 001; Biqing Qi; Wanli Ouyang; Bowen Zhou 002 (CoRR, 2025)

Human-Centric Foundation Models: Perception, Generation and Agentic Modeling. - Shixiang Tang; Yizhou Wang 007; Lu Chen 001; Yuan Wang; Sida Peng; Dan Xu 002; Wanli Ouyang (CoRR, 2025)

FuncGenFoil: Airfoil Generation and Editing Model in Function Space. - Jinouwen Zhang; Junjie Ren; Aobo Yang; Yan Lu 001; Lu Chen 001; Hairun Xie; Jing Wang; Miao Zhang; Wanli Ouyang; Shixiang Tang (CoRR, 2025)

SeisMoLLM: Advancing Seismic Monitoring via Cross-modal Transfer with Pre-trained Large Language Model. - Xinghao Wang; Feng Liu; Rui Su; Zhihui Wang; Lei Bai 001; Wanli Ouyang (CoRR, 2025)

Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction. - Gengyuan Hu; Wanli Ouyang; Chao-Yang Lu; Chen Lin 003; Han-Sen Zhong (CoRR, 2025)

I-Nema: a large-scale microscopic image dataset for nematode recognition. - Shenglin Lu; Sheldon Fung; Yihao Wang; Xuequan Lu; Wanli Ouyang; Xue Qing; Hongmei Li (Neural Comput. Appl., 2025)

GUPNet++: Geometry Uncertainty Propagation Network for Monocular 3D Object Detection. - Yan Lu 001; Xinzhu Ma; Lei Yang 045; Tianzhu Zhang 001; Yating Liu; Qi Chu 001; Tong He 001; Yonghui Li 001; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Efficient Architecture Search via Bi-Level Data Pruning. - Chongjun Tu; Peng Ye 006; Weihao Lin 002; Hancheng Ye; Chong Yu; Tao Chen 003; Baopu Li; Wanli Ouyang (IEEE Trans. Circuits Syst. Video Technol., 2025)

Nature-Inspired Population-Based Evolution of Large Language Models. - Yiqun Zhang; Peng Ye 006; Xiaocui Yang; Shi Feng 001; Shufei Zhang; Lei Bai 001; Wanli Ouyang; Shuyue Hu (CoRR, 2025)

Transforming Weather Data from Pixel to Latent Space. - Sijie Zhao; Feng Liu 003; Xueliang Zhang 002; Hao Chen 045; Tao Han 002; Junchao Gong; Ran Tao; Pengfeng Xiao; Lei Bai 001; Wanli Ouyang (CoRR, 2025)

Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform. - Chenyu Huang; Peng Ye 006; Xiaohui Wang; Shenghe Zheng; Biqing Qi; Lei Bai 001; Wanli Ouyang; Tao Chen 003 (CoRR, 2025)

Attention Reallocation: Towards Zero-cost and Controllable Hallucination Mitigation of MLLMs. - Chongjun Tu; Peng Ye 006; Dongzhan Zhou; Lei Bai 001; Gang Yu 002; Tao Chen 003; Wanli Ouyang (CoRR, 2025)

ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition. - Yujie Liu; Zonglin Yang 001; Tong Xie; Jinjie Ni; Ben Gao; Yuqiang Li; Shixiang Tang; Wanli Ouyang; Erik Cambria; Dongzhan Zhou (CoRR, 2025)

SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling. - Xianglong He; Zi-Xin Zou; Chia-Hao Chen; Yuan-Chen Guo; Ding Liang; Chun Yuan; Wanli Ouyang; Yan-Pei Cao; Yangguang Li 001 (CoRR, 2025)

MeshCraft: Exploring Efficient and Controllable Mesh Generation with Flow-based DiTs. - Xianglong He; Junyi Chen; Di Huang; Zexiang Liu; Xiaoshui Huang; Wanli Ouyang; Chun Yuan; Yangguang Li 001 (CoRR, 2025)

NAS-PED: Neural Architecture Search for Pedestrian Detection. - Yi Tang; Min Liu 008; Baopu Li; Yaonan Wang 001; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation. - Lian Xu; Mohammed Bennamoun; Farid Boussaïd; Wanli Ouyang; Ferdous Sohel; Dan Xu 002 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute. - Jianhao Chen; Zishuo Xun; Bocheng Zhou; Han Qi; Qiaosheng Zhang; Yang Chen; Wei Hu; Yuzhong Qu; Wanli Ouyang; Shuyue Hu (CoRR, 2025)

AlignRAG: An Adaptable Framework for Resolving Misalignments in Retrieval-Aware Reasoning of RAG. - Jiaqi Wei; Hao Zhou 012; Xiang Zhang 011; Di Zhang; Zijie Qiu; Wei Wei; Jinzhe Li; Wanli Ouyang; Siqi Sun (CoRR, 2025)

CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation. - Jianyu Wu; Yizhou Wang 007; Xiangyu Yue 001; Xinzhu Ma; Jingyang Guo; Dongzhan Zhou; Wanli Ouyang; Shixiang Tang (CoRR, 2025)

Flow-GRPO: Training Flow Matching Models via Online RL. - Jie Liu 047; Gongye Liu; Jiajun Liang; Yangguang Li 001; Jiaheng Liu; Xintao Wang 002; Pengfei Wan 001; Di Zhang; Wanli Ouyang (CoRR, 2025)

Dynamic Base model Shift for Delta Compression. - Chenyu Huang; Peng Ye 006; Shenghe Zheng; Xiaohui Wang; Lei Bai 001; Tao Chen 003; Wanli Ouyang (CoRR, 2025)

MLLM-based Discovery of Intrinsic Coordinates and Governing Equations from High-Dimensional Data. - Ruikun Li 008; Yan Lu 001; Shixiang Tang; Biqing Qi; Wanli Ouyang (CoRR, 2025)

AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research. - Renqi Chen; Haoyang Su; Shixiang Tang; Zhenfei Yin; Qi Wu; Hui Li 037; Ye Sun; Nanqing Dong; Wanli Ouyang; Philip Torr 001 (CoRR, 2025)

CompBench: Benchmarking Complex Instruction-guided Image Editing. - Bohan Jia; Wenxuan Huang 001; Yuntian Tang; Junbo Qiao; Jincheng Liao; Shaosheng Cao; Fei Zhao; Zhaopeng Feng; Zhouhong Gu; Zhenfei Yin; Lei Bai 001; Wanli Ouyang; et al. (CoRR, 2025)

AutoMat: Enabling Automated Crystal Structure Reconstruction from Microscopy via Agentic Tool Use. - Yaotian Yang; Yiwen Tang; Yizhe Chen; Xiao Chen; Jiangjie Qiu; Hao Xiong; Haoyu Yin; Zhiyao Luo; Yifei Zhang; Sijia Tao; Wentao Li; Qinghua Zhang; et al. (CoRR, 2025)

CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming. - Han Deng; Yuan Meng; Shixiang Tang; Wanli Ouyang; Xinzhu Ma (CoRR, 2025)

Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression. - Xiaohui Wang; Peng Ye 006; Chenyu Huang; Shenghe Zheng; Bo Zhang 069; Wanli Ouyang; Tao Chen 003 (CoRR, 2025)

ChemMLLM: Chemical Multimodal Large Language Model. - Qian Tan; Dongzhan Zhou; Peng Xia; Wanhao Liu; Wanli Ouyang; Lei Bai 001; Yuqiang Li; Tianfan Fu (CoRR, 2025)

NovelSeek: When Agent Becomes the Scientist - Building Closed-Loop System from Hypothesis to Verification. - Bo Zhang 069; Shiyang Feng; Xiangchao Yan; Jiakang Yuan; Zhiyin Yu; Xiaohan He; Songtao Huang; Shaowei Hou; Zheng Nie; Zhilong Wang; Jinyao Liu; Runmin Ma; et al. (CoRR, 2025)

MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental Feedback. - Wanhao Liu; Zonglin Yang 001; Jue Wang; Lidong Bing; Di Zhang; Dongzhan Zhou; Yuqiang Li; Houqiang Li; Erik Cambria; Wanli Ouyang (CoRR, 2025)

MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search. - Zonglin Yang 001; Wanhao Liu; Ben Gao; Yujie Liu; Wei Li 076; Tong Xie; Lidong Bing; Wanli Ouyang; Erik Cambria; Dongzhan Zhou (CoRR, 2025)

The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants. - Yiqun Zhang; Hao Li; Chenxu Wang; Linyao Chen; Qiaosheng Zhang; Peng Ye 006; Shi Feng 001; Daling Wang; Zhen Wang; Xinrun Wang; Jia Xu; Lei Bai 001; et al. (CoRR, 2025)

Manalyzer: End-to-end Automated Meta-analysis with Multi-agent System. - Wanghan Xu; Wenlong Zhang; Fenghua Ling; Ben Fei; Yusong Hu; Fangxuan Ren; Jintai Lin; Wanli Ouyang; Lei Bai 001 (CoRR, 2025)

GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation. - Zihong Chen; Wanli Jiang; Jinzhe Li; Zhonghang Yuan; Huanjun Kong; Wanli Ouyang; Nanqing Dong (CoRR, 2025)

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models. - Ganqu Cui; Yuchen Zhang; Jiacheng Chen; Lifan Yuan; Zhi Wang; Yuxin Zuo; Haozhan Li; Yuchen Fan; Huayu Chen; Weize Chen; Zhiyuan Liu 001; Hao Peng 001; et al. (CoRR, 2025)

LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents. - Rui Li; Zixuan Hu; Wenxi Qu; Jinouwen Zhang; Zhenfei Yin; Sha Zhang 002; Xuantuo Huang; Hanqing Wang; Tai Wang; Jiangmiao Pang; Wanli Ouyang; Lei Bai 001; et al. (CoRR, 2025)

Control-R: Towards controllable test-time scaling. - Di Zhang; Weida Wang; Junxian Li 001; Xunzhi Wang; Jiatong Li 003; Jianbo Wu; Jingdi Lei; Haonan He; Peng Ye 006; Shufei Zhang; Wanli Ouyang; Yuqiang Li; et al. (CoRR, 2025)

High Performance Space Debris Tracking in Complex Skylight Backgrounds with a Large-Scale Dataset. - Guohang Zhuang; Weixi Song; Jinyang Huang; Chenwei Yang; Wanli Ouyang; Yan Lu 001 (CoRR, 2025)

Native-Resolution Image Synthesis. - Zidong Wang 004; Lei Bai 001; Xiangyu Yue 001; Wanli Ouyang; Yiyuan Zhang (CoRR, 2025)

ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion. - Yuanyi Song; Pumeng Lyu; Ben Fei; Fenghua Ling; Wanli Ouyang; Lei Bai 001 (CoRR, 2025)

PhysUniBench: An Undergraduate-Level Physics Reasoning Benchmark for Multimodal Models. - Lintao Wang; Encheng Su; Jiaqi Liu; Pengze Li; Peng Xia; Jiabei Xiao; Wenlong Zhang; Xinnan Dai; Xi Chen 004; Yuan Meng; Mingyu Ding; Lei Bai 001; et al. (CoRR, 2025)

Dynamic Knowledge Exchange and Dual-diversity Review: Concisely Unleashing the Potential of a Multi-Agent Research Team. - Weilun Yu; Shixiang Tang; Yonggui Huang; Nanqing Dong; Li Fan; Honggang Qi; Wei Liu 123; Xiaoli Diao; Xi Chen 004; Wanli Ouyang (CoRR, 2025)

UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding. - Weiheng Lu; Chunfeng Song; Jiamin Wu; Pengyu Zhu; Yuchen Zhou 002; Weijian Mai; Qihao Zheng; Wanli Ouyang (CoRR, 2025)

Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI. - Sha Zhang 002; Suorong Yang; Tong Xie; Xiangyuan Xue; Zixuan Hu; Rui Li; Wenxi Qu; Zhenfei Yin; Tianfan Fu; Di Hu 001; Andres M. Bran; Nian Ran; et al. (CoRR, 2025)

ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models. - Hongbo Liu; Jingwen He; Yi Jin; Dian Zheng; Yuhao Dong; Fan Zhang; Ziqi Huang; Yinan He; Yangguang Li 001; Weichao Chen 001; Yu Qiao 001; Wanli Ouyang; et al. (CoRR, 2025)

CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding. - Yuchen Zhou 002; Jiamin Wu; Zichen Ren; Zhouheng Yao; Weiheng Lu; Kunyu Peng; Qihao Zheng; Chunfeng Song; Wanli Ouyang; Chao Gou (CoRR, 2025)

Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-Identification. - Weizhen He; Yiheng Deng; Yunfeng Yan; Feng Zhu 006; Yizhou Wang 007; Lei Bai 001; Qingsong Xie; Rui Zhao 001; Donglian Qi; Wanli Ouyang; Shixiang Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs. - Xinzhe Zheng 001; Hao Du; Fanding Xu; Jinzhe Li; Zhiyuan Liu 001; Wenkang Wang; Tao Chen 003; Wanli Ouyang; Stan Z. Li; Yan Lu 001; Nanqing Dong; Yang Zhang (CoRR, 2025)

Reflections Unlock: Geometry-Aware Reflection Disentanglement in 3D Gaussian Splatting for Photorealistic Scenes Rendering. - Jiayi Song 001; Zihan Ye; Qingyuan Zhou; Weidong Yang 001; Ben Fei; Jingyi Xu; Ying He 001; Wanli Ouyang (CoRR, 2025)

AMix-1: A Pathway to Test-Time Scalable Protein Foundation Model. - Changze Lv; Jiang Zhou; Siyu Long; Lihao Wang; Jiangtao Feng; Dongyu Xue; Yu Pei; Hao Wang; Zherui Zhang; Yuchen Cai; Zhiqiang Gao; Ziyuan Ma; et al. (CoRR, 2025)

AdaBrain-Bench: Benchmarking Brain Foundation Models for Brain-Computer Interface Applications. - Jiamin Wu; Zichen Ren; Junyu Wang; Pengyu Zhu; Yonghao Song; Mianxin Liu; Qihao Zheng; Lei Bai 001; Wanli Ouyang; Chunfeng Song (CoRR, 2025)

Multimodal-Guided Dynamic Dataset Pruning for Robust and Efficient Data-Centric Learning. - Suorong Yang; Peijia Li; Yujie Liu; Zhiming Xu; Peng Ye 006; Wanli Ouyang; Furao Shen; Dongzhan Zhou (CoRR, 2025)

Open-Source LLMs Collaboration Beats Closed-Source LLMs: A Scalable Multi-Agent System. - Shengji Tang; Jianjian Cao; Weihao Lin 002; Jiale Hong; Bo Zhang 069; Shuyue Hu; Lei Bai 001; Tao Chen 003; Wanli Ouyang; Peng Ye 006 (CoRR, 2025)

STAR: A Benchmark for Astronomical Star Fields Super-Resolution. - Kuo-Cheng Wu; Guohang Zhuang; Jinyang Huang; Xiang Zhang 011; Wanli Ouyang; Yan Lu 001 (CoRR, 2025)

EarthLink: A Self-Evolving AI Agent for Climate Science. - Zijie Guo; Jiong Wang; Xiaoyu Yue; Wangxu Wei; Zhe Jiang; Wanghan Xu; Ben Fei; Wenlong Zhang; Xinyu Gu; Lijing Cheng; Jing-Jia Luo; Chao Li; et al. (CoRR, 2025)

Iterative Pretraining Framework for Interatomic Potentials. - Taoyong Cui; Zhongyao Wang; Dongzhan Zhou; Yuqiang Li; Lei Bai 001; Wanli Ouyang; Mao Su; Shufei Zhang (CoRR, 2025)

$ hbox {I}^2$MD: 3D Action Representation Learning with Inter- and Intra-Modal Mutual Distillation. - Yunyao Mao; Jiajun Deng; Wengang Zhou 001; Zhenbo Lu; Wanli Ouyang; Houqiang Li (Int. J. Comput. Vis., 2025)

Hulk: A Universal Knowledge Translator for Human-Centric Tasks. - Yizhou Wang 007; Yixuan Wu; Weizhen He; Xun Guo; Feng Zhu 006; Lei Bai 001; Rui Zhao 001; Jian Wu 001; Tong He 001; Wanli Ouyang; Shixiang Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Cap4Video++: Enhancing Video Understanding With Auxiliary Captions. - Wenhao Wu; Xiaohan Wang; Haipeng Luo; Jingdong Wang 001; Yi Yang 001; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Fitness aligned structural modeling enables scalable virtual screening with AuroBind. - Zhongyue Zhang; Jiahua Rao; Jie Zhong; Weiqiang Bai; Dongxue Wang; Shaobo Ning; Lifeng Qiao; Sheng Xu; Runze Ma; Will Hua; Jack Xiaoyu Chen; Odin Zhang; et al. (CoRR, 2025)

Cut2Next: Generating Next Shot via In-Context Tuning. - Jingwen He; Hongbo Liu; Jiajun Li; Ziqi Huang; Yu Qiao 001; Wanli Ouyang; Ziwei Liu 002 (CoRR, 2025)

Finetuning Large Language Model as an Effective Symbolic Regressor. - Yingfan Hua; Ruikun Li 008; Jun Yao; Guohang Zhuang; Shixiang Tang; Bin Liu 016; Wanli Ouyang; Yan Lu 001 (CoRR, 2025)

SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning. - Weijian Mai; Jiamin Wu; Yu Zhu; Zhouheng Yao; Dongzhan Zhou; Andrew F. Luo; Qihao Zheng; Wanli Ouyang; Chunfeng Song (CoRR, 2025)

From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery. - Jiaqi Wei; Yuejin Yang; Xiang Zhang; Yuhan Chen; Xiang Zhuang; Zhangyang Gao; Dongzhan Zhou; Guangshuai Wang; Zhiqiang Gao; Juntai Cao; Zijie Qiu; Xuming He; et al. (CoRR, 2025)

Stimulative Training++: Go Beyond the Performance Limits of Residual Networks. - Peng Ye 006; Tong He 001; Shengji Tang; Baopu Li; Tao Chen 003; Lei Bai 001; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

PonderV2: Improved 3D Representation With a Universal Pre-Training Paradigm. - Haoyi Zhu; Honghui Yang; Xiaoyang Wu 002; Di Huang; Sha Zhang 002; Xianglong He; Hengshuang Zhao; Chunhua Shen; Yu Qiao 001; Tong He 001; Wanli Ouyang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Dynamic Model Merging With Mixture of Weights. - Peng Ye 006; Chenyu Huang; Mingzhu Shen; Tao Chen 003; Yongqi Huang; Wanli Ouyang (IEEE Trans. Circuits Syst. Video Technol., 2025)