Three-tiered network model for image hallucination. - Lin Ma 002; Yonghua Zhang; Yan Lu 001; Feng Wu 001; Debin Zhao (ICIP, 2008)

Learning-Based Image Restoration for Compressed Image through Neighboring Embedding. - Lin Ma 002; Feng Wu 001; Debin Zhao; Wen Gao 001; Siwei Ma (PCM, 2008)

Adaptive Block-Size Transform Based Just-Noticeable Difference Profile for Images. - Lin Ma 002; King N. Ngan (PCM, 2009)

Video Quality Assessment based on Adaptive Block-size Transform Just-Noticeable Difference model. - Lin Ma 002; Fan Zhang 093; Songnan Li; King N. Ngan (ICIP, 2010)

Adaptive block-size transform based just-noticeable difference profile for videos. - Lin Ma 002; King N. Ngan (ISCAS, 2010)

Temporal inconsistency measure for video quality assessment. - Songnan Li; Lin Ma 002; Fan Zhang 093; King Ngi Ngan (PCS, 2010)

Limitation and challenges of image quality measurement. - Fan Zhang 093; Songnan Li; Lin Ma 002; King Ngi Ngan (VCIP, 2010)

Visual Horizontal Effect for Image Quality Assessment. - Lin Ma 002; Songnan Li; King Ngi Ngan (IEEE Signal Process. Lett., 2010)

Motion trajectory based visual saliency for video quality assessment. - Lin Ma 002; Songnan Li; King N. Ngan (ICIP, 2011)

Perceptual image compression via adaptive block- based super-resolution directed down-sampling. - Lin Ma 002; Songnan Li; King N. Ngan (ISCAS, 2011)

Video quality assessment by decoupling additive impairments and detail losses. - Songnan Li; Lin Ma 002; King Ngi Ngan (QoMEX, 2011)

Adaptive Block-size Transform based Just-Noticeable Difference model for images/videos. - Lin Ma 002; King Ngi Ngan; Fan Zhang 093; Songnan Li (Signal Process. Image Commun., 2011)

Image Quality Assessment by Separately Evaluating Detail Losses and Additive Impairments. - Songnan Li; Fan Zhang 093; Lin Ma 002; King Ngi Ngan (IEEE Trans. Multim., 2011)

Reduced-Reference Image Quality Assessment Using Reorganized DCT-Based Image Representation. - Lin Ma 002; Songnan Li; Fan Zhang 093; King N. Ngan (IEEE Trans. Multim., 2011)

Practical Image Quality Metric Applied to Image Coding. - Fan Zhang 093; Lin Ma 002; Songnan Li; King Ngi Ngan (IEEE Trans. Multim., 2011)

Video quality metric for consistent visual quality control in video coding. - Long Xu 001; King Ngi Ngan; Songnan Li; Lin Ma 002 (APSIPA, 2012)

Study of subjective and objective quality assessment of retargeted images. - Lin Ma 002; Weisi Lin; Chenwei Deng; King N. Ngan (ISCAS, 2012)

Image Retargeting Quality Assessment: A Study of Subjective Scores and Objective Metrics. - Lin Ma 002; Weisi Lin; Chenwei Deng; King Ngi Ngan (IEEE J. Sel. Top. Signal Process., 2012)

Learning-based image restoration for compressed images. - Lin Ma 002; Debin Zhao; Wen Gao 001 (Signal Process. Image Commun., 2012)

Full-Reference Video Quality Assessment by Decoupling Detail Losses and Additive Impairments. - Songnan Li; Lin Ma 002; King Ngi Ngan (IEEE Trans. Circuits Syst. Video Technol., 2012)

Reduced-Reference Video Quality Assessment of Compressed Video Sequences. - Lin Ma 002; Songnan Li; King Ngi Ngan (IEEE Trans. Circuits Syst. Video Technol., 2012)

Packet-layer model for quality assessment of encrypted video in IPTV services. - Qian Zhang 001; Fan Zhang 093; Lin Ma 002 (APSIPA, 2013)

Reduced reference video quality assessment based on spatial HVS mutual masking and temporal motion estimation. - Lin Ma 002; King N. Ngan; Long Xu 001 (ICME, 2013)

Overview of quality assessment for visual signals and newly emerged trends. - Lin Ma 002; Chenwei Deng; King N. Ngan; Weisi Lin (ISCAS, 2013)

High quality image construction from multiple low quality copies. - Lin Ma 002; Long Xu 001; Qian Zhang 001; King N. Ngan (MMSP, 2013)

Visual quality metric for perceptual video coding. - Long Xu 001; Lin Ma 002; King Ngi Ngan; Weisi Lin; Ying Weng (VCIP, 2013)

Anaglyph image generation by matching color appearance attributes. - Songnan Li; Lin Ma 002; King Ngi Ngan (Signal Process. Image Commun., 2013)

Reduced-reference image quality assessment in reorganized DCT domain. - Lin Ma 002; Songnan Li; King Ngi Ngan (Signal Process. Image Commun., 2013)

Consistent Visual Quality Control in Video Coding. - Long Xu 001; Songnan Li; King Ngi Ngan; Lin Ma 002 (IEEE Trans. Circuits Syst. Video Technol., 2013)

How does the shape descriptor measure the perceptual quality of the retargeting image? - Lin Ma 002; Long Xu 001; Huanqiang Zeng; King Ngi Ngan; Chenwei Deng (ICME Workshops, 2014)

Multi-task rank learning for image quality assessment. - Long Xu 001; Jia Li 003; Weisi Lin; Yongbing Zhang 002; Lin Ma 002; Yuming Fang; Yun Zhang 002; Yihua Yan (ICASSP, 2015)

Perceptual Quality Improvement for Synthesis Imaging of Chinese Spectral Radioheliograph. - Long Xu 001; Lin Ma 002; Zhuo Chen 006; Yihua Yan; Jinjian Wu (PCM (2), 2015)

A Packet-Layer Model with Content Characteristics for Video Quality Assessment of IPTV. - Qian Zhang 001; Lin Ma 002; Fan Zhang 093; Long Xu 001 (PCM (2), 2015)

Multimodal Learning for Classification of Solar Radio Spectrum. - Zhuo Chen 006; Lin Ma 002; Long Xu 001; Ying Weng; Yihua Yan (SMC, 2015)

Rank Learning Based No-Reference Quality Assessment of Retargeted Images. - Lin Ma 002; Long Xu 001; Yichi Zhang 007; King Ngi Ngan; Yihua Yan (SMC, 2015)

Multimodal learning for facial expression recognition. - Wei Zhang 021; Youmei Zhang; Lin Ma 002; Jingwei Guan; Shijie Gong (Pattern Recognit., 2015)

Screen content image quality assessment using edge model. - Zhangkai Ni; Lin Ma 002; Huanqiang Zeng; Canhui Cai; Kai-Kuang Ma (ICIP, 2016)

A perceptual-based rate control for HEVC. - Aisheng Yang; Huanqiang Zeng; Lin Ma 002; Jing Chen 001; Canhui Cai; Kai-Kuang Ma (IPTA, 2016)

Deep Learning Features Inspired Saliency Detection of 3D Images. - Qiudan Zhang; Xu Wang 006; Jianmin Jiang; Lin Ma 002 (PCM (2), 2016)

Perceptual image quality enhancement for solar radio image. - Long Xu 001; Lin Ma 002; Zhuo Chen 006; Xianyou Zeng; Yihua Yan (QoMEX, 2016)

Complex singular value decomposition based stereoscopic image quality assessment. - Xu Wang 006; Lei Cao; Lin Ma 002; Yu Zhou 027; Sam Kwong (VCIP, 2016)

Content adaptive directional transform for high efficiency video coding. - Long Xu 001; Lin Ma 002; Yun Zhang 002; Yihua Yan (VCIP, 2016)

Interest points based collaborative tracking. - Xianyou Zeng; Long Xu 001; Lin Ma 002; Ruizhen Zhao (VCIP, 2016)

Reorganized DCT-based image representation for reduced reference stereoscopic image quality assessment. - Lin Ma 002; Xu Wang 006; Qiong Liu 001; King Ngi Ngan (Neurocomputing, 2016)

Imaging and representation learning of solar radio spectrums for classification. - Zhuo Chen 006; Lin Ma 002; Long Xu 001; Chengming Tan; Yihua Yan (Multim. Tools Appl., 2016)

Learning structure of stereoscopic image for no-reference quality assessment with convolutional neural network. - Wei Zhang 021; Chenfei Qu; Lin Ma 002; Jingwei Guan; Rui Huang 001 (Pattern Recognit., 2016)

Gradient Direction for Screen Content Image Quality Assessment. - Zhangkai Ni; Lin Ma 002; Huanqiang Zeng; Canhui Cai; Kai-Kuang Ma (IEEE Signal Process. Lett., 2016)

Just Noticeable Difference Estimation for Screen Content Images. - Shiqi Wang 001; Lin Ma 002; Yuming Fang; Weisi Lin; Siwei Ma; Wen Gao 001 (IEEE Trans. Image Process., 2016)

No-Reference Retargeted Image Quality Assessment Based on Pairwise Rank Learning. - Lin Ma 002; Long Xu 001; Yichi Zhang 007; Yihua Yan; King Ngi Ngan (IEEE Trans. Multim., 2016)

Free-Energy Principle Inspired Video Quality Metric and Its Use in Video Coding. - Long Xu 001; Weisi Lin; Lin Ma 002; Yongbing Zhang 002; Yuming Fang; King Ngi Ngan; Songnan Li; Yihua Yan (IEEE Trans. Multim., 2016)

Real-Time Neural Style Transfer for Videos. - Haozhi Huang 001; Hao Wang 050; Wenhan Luo; Lin Ma 002; Wenhao Jiang; Xiaolong Zhu; Zhifeng Li 001; Wei Liu 005 (CVPR, 2017)

Convolutional neural network for classification of solar radio spectrum. - Sisi Chen; Long Xu 001; Lin Ma 002; Weiqiang Zhang; Zhuo Chen 006; Yihua Yan (ICME Workshops, 2017)

Solar radio spectrum classification with LSTM. - Xuexin Yu; Long Xu 001; Lin Ma 002; Zhuo Chen 006; Yihua Yan (ICME Workshops, 2017)

SCID: A database for screen content images quality assessment. - Zhangkai Ni; Lin Ma 002; Huanqiang Zeng; Ying Fu 004; Lu Xing; Kai-Kuang Ma (ISPACS, 2017)

Compression Artifacts Reduction for Depth Map by Deep Intensity Guidance. - Pingping Zhang; Xu Wang 006; Yun Zhang 002; Lin Ma 002; Jianmin Jiang; Sam Kwong (PCM (1), 2017)

Multimodal deep learning for solar radio burst classification. - Lin Ma 002; Zhuo Chen 006; Long Xu 001; Yihua Yan (Pattern Recognit., 2017)

Multi-Task Rank Learning for Image Quality Assessment. - Long Xu 001; Jia Li 003; Weisi Lin; Yongbing Zhang 002; Lin Ma 002; Yuming Fang; Yihua Yan (IEEE Trans. Circuits Syst. Video Technol., 2017)

ESIM: Edge Similarity for Screen Content Image Quality Assessment. - Zhangkai Ni; Lin Ma 002; Huanqiang Zeng; Jing Chen 001; Canhui Cai; Kai-Kuang Ma (IEEE Trans. Image Process., 2017)

Objective Quality Assessment of Image Retargeting by Incorporating Fidelity Measures and Inconsistency Detection. - Yichi Zhang 007; King Ngi Ngan; Lin Ma 002; Hongliang Li 001 (IEEE Trans. Image Process., 2017)

Learning to Guide Decoding for Image Captioning. - Wenhao Jiang; Lin Ma 002; Xinpeng Chen; Hanwang Zhang; Wei Liu 005 (AAAI, 2018)

Regularizing RNNs for Caption Generation by Reconstructing the Past With the Present. - Xinpeng Chen; Lin Ma 002; Wenhao Jiang; Jian Yao 002; Wei Liu 005 (CVPR, 2018)

Gated Fusion Network for Single Image Dehazing. - Wenqi Ren; Lin Ma 002; Jiawei Zhang 002; Jinshan Pan; Xiaochun Cao; Wei Liu 005; Ming-Hsuan Yang 001 (CVPR, 2018)

Reconstruction Network for Video Captioning. - Bairui Wang; Lin Ma 002; Wei Zhang 021; Wei Liu 005 (CVPR, 2018)

Bidirectional Attentive Fusion With Context Gating for Dense Video Captioning. - Jingwen Wang 003; Wenhao Jiang; Lin Ma 002; Wei Liu 005; Yong Xu 001 (CVPR, 2018)

Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks. - Wei Xiong 008; Wenhan Luo; Lin Ma 002; Wei Liu 005; Jiebo Luo 001 (CVPR, 2018)

Video Re-localization. - Yang Feng 001; Lin Ma 002; Wei Liu 005; Tong Zhang 001; Jiebo Luo 001 (ECCV (14), 2018)

Neural Stereoscopic Image Style Transfer. - Xinyu Gong; Haozhi Huang 001; Lin Ma 002; Fumin Shen; Wei Liu 005; Tong Zhang 001 (ECCV (5), 2018)

Recurrent Fusion Network for Image Captioning. - Wenhao Jiang; Lin Ma 002; Yu-Gang Jiang 001; Wei Liu 005; Tong Zhang 001 (ECCV (2), 2018)

Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks. - Minjun Li; Haozhi Huang 001; Lin Ma 002; Wei Liu 005; Tong Zhang 001; Yu-Gang Jiang 001 (ECCV (9), 2018)

Non-local NetVLAD Encoding for Video Classification. - Yongyi Tang; Xing Zhang 013; Jingwen Wang 003; Shaoxiang Chen 001; Lin Ma 002; Yu-Gang Jiang 001 (ECCV Workshops (4), 2018)

VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results. - Pengfei Zhu 001; Longyin Wen; Dawei Du; Xiao Bian; Haibin Ling; Qinghua Hu; Qinqin Nie; Hao Cheng 010; Chenfeng Liu; Xiaoyu Liu 005; Wenya Ma; Haotian Wu 006; et al. (ECCV Workshops (5), 2018)

Temporally Grounding Natural Sentence in Video. - Jingyuan Chen; Xinpeng Chen; Lin Ma 002; Zequn Jie; Tat-Seng Chua (EMNLP, 2018)

Safe Element Screening for Submodular Function Minimization. - Weizhong Zhang; Bin Hong; Lin Ma 002; Wei Liu 005; Tong Zhang 001 (ICML, 2018)

Image-level to Pixel-wise Labeling: From Theory to Practice. - Tiezhu Sun; Wei Zhang 021; Zhijie Wang 010; Lin Ma 002; Zequn Jie (IJCAI, 2018)

Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamics. - Yongyi Tang; Lin Ma 002; Wei Liu 005; Wei-Shi Zheng 001 (IJCAI, 2018)

Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation. - Wenqi Ren; Jiawei Zhang 002; Lin Ma 002; Jinshan Pan; Xiaochun Cao; Wangmeng Zuo; Wei Liu 005; Ming-Hsuan Yang 001 (NeurIPS, 2018)

Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning. - Xing Yan; Weizhong Zhang; Lin Ma 002; Wei Liu 005; Qi Wu 009 (NeurIPS, 2018)

Fine-grained Video Attractiveness Prediction Using Multimodal Deep Learning on a Large Real-world Dataset. - Xinpeng Chen; Jingyuan Chen; Lin Ma 002; Jian Yao 002; Wei Liu 005; Jiebo Luo 001; Tong Zhang 001 (WWW (Companion Volume), 2018)

Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamic. - Yongyi Tang; Lin Ma 002; Wei Liu 005; Wei-Shi Zheng 001 (CoRR, 2018)

Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction. - Yunzhe Tao; Lin Ma 002; Weizhong Zhang; Jian Liu; Wei Liu 005; Qiang Du 001 (CoRR, 2018)

Real-Time Referring Expression Comprehension by Single-Stage Grounding Network. - Xinpeng Chen; Lin Ma 002; Jingyuan Chen; Zequn Jie; Wei Liu 005; Jiebo Luo 001 (CoRR, 2018)

Visual tracking using global sparse coding and local convolutional features. - Xianyou Zeng; Long Xu 001; Lin Ma 002; Ruizhen Zhao; Yigang Cen (Digit. Signal Process., 2018)

Deep intensity guidance based compression artifacts reduction for depth map. - Xu Wang 006; Pingping Zhang; Yun Zhang 002; Lin Ma 002; Sam Kwong; Jianmin Jiang (J. Vis. Commun. Image Represent., 2018)

Image processing for synthesis imaging of mingantu spectral radioheliograph (MUSER). - Long Xu 001; Yihua Yan; Lin Ma 002; Yun Zhang 002 (Multim. Tools Appl., 2018)

Quaternion representation based visual saliency for stereoscopic image quality assessment. - Xu Wang 006; Lin Ma 002; Sam Kwong; Yu Zhou 027 (Signal Process., 2018)

Screen Content Image Quality Assessment Using Multi-Scale Difference of Gaussian. - Ying Fu 004; Huanqiang Zeng; Lin Ma 002; Zhangkai Ni; Jianqing Zhu; Kai-Kuang Ma (IEEE Trans. Circuits Syst. Video Technol., 2018)

A Gabor Feature-Based Quality Assessment Model for the Screen Content Images. - Zhangkai Ni; Huanqiang Zeng; Lin Ma 002; Junhui Hou; Jing Chen 001; Kai-Kuang Ma (IEEE Trans. Image Process., 2018)

Localizing Natural Language in Videos. - Jingyuan Chen; Lin Ma 002; Xinpeng Chen; Zequn Jie; Jiebo Luo 001 (AAAI, 2019)

Hierarchical Photo-Scene Encoder for Album Storytelling. - Bairui Wang; Lin Ma 002; Wei Zhang 021; Wenhao Jiang; Feng Zhang (AAAI, 2019)

Cousin Network Guided Sketch Recognition via Latent Attribute Warehouse. - Kaihao Zhang; Wenhan Luo; Lin Ma 002; Hongdong Li (AAAI, 2019)

Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video. - Zhenfang Chen; Lin Ma 002; Wenhan Luo; Kwan-Yee Kenneth Wong (ACL (1), 2019)

Image Deformation Meta-Networks for One-Shot Learning. - Zitian Chen; Yanwei Fu 001; Yu-Xiong Wang; Lin Ma 002; Wei Liu 005; Martial Hebert (CVPR, 2019)

Spatio-Temporal Video Re-Localization by Warp LSTM. - Yang Feng 001; Lin Ma 002; Wei Liu 005; Jiebo Luo 001 (CVPR, 2019)

Unsupervised Image Captioning. - Yang Feng 001; Lin Ma 002; Wei Liu 005; Jiebo Luo 001 (CVPR, 2019)

Multi-Granularity Generator for Temporal Action Proposal. - Yuan Liu; Lin Ma 002; Yifeng Zhang 001; Wei Liu 005; Shih-Fu Chang (CVPR, 2019)

Learning Joint Gait Representation via Quintuplet Loss Minimization. - Kaihao Zhang; Wenhan Luo; Lin Ma 002; Wei Liu 005; Hongdong Li (CVPR, 2019)

Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis. - Wen Liu 003; Zhixin Piao; Jie Min; Wenhan Luo; Lin Ma 002; Shenghua Gao (ICCV, 2019)

Controllable Video Captioning With POS Sequence Guidance Based on Gated Fusion Network. - Bairui Wang; Lin Ma 002; Wei Zhang 021; Wenhao Jiang; Jingwen Wang 003; Wei Liu 005 (ICCV, 2019)

Hallucinating Optical Flow Features for Video Classification. - Yongyi Tang; Lin Ma 002; Lianqiang Zhou (IJCAI, 2019)

Position Focused Attention Network for Image-Text Matching. - Yaxiong Wang; Hao Yang; Xueming Qian; Lin Ma 002; Jing Lu; Biao Li; Xin Fan (IJCAI, 2019)

Sentence Specified Dynamic Video Thumbnail Generation. - Yitian Yuan; Lin Ma 002; Wenwu Zhu 001 (ACM Multimedia, 2019)

Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations. - Xu Wang 006; Jingming He; Lin Ma 002 (NeurIPS, 2019)

PFLD: A Practical Facial Landmark Detector. - Xiaojie Guo 001; Siyuan Li 001; Jiawan Zhang; Jiayi Ma 001; Lin Ma 002; Wei Liu 005; Haibin Ling (CoRR, 2019)

EDIT: Exemplar-Domain Aware Image-to-Image Translation. - Yuanbin Fu; Jiayi Ma 001; Lin Ma 002; Xiaojie Guo 001 (CoRR, 2019)

LaFIn: Generative Landmark Guided Face Inpainting. - Yang Yang 062; Xiaojie Guo 001; Jiayi Ma 001; Lin Ma 002; Haibin Ling (CoRR, 2019)

Bidirectional image-sentence retrieval by local and global deep matching. - Lin Ma 002; Wenhao Jiang; Zequn Jie; Xu Wang 006 (Neurocomputing, 2019)

Reversible data hiding for high dynamic range images using edge information. - Xuanyu He; Wei Zhang 021; Haifeng Zhang; Lin Ma 002; Yibin Li 001 (Multim. Tools Appl., 2019)

Toward Efficient Action Recognition: Principal Backpropagation for Training Two-Stream Networks. - Wen-bing Huang 001; Lijie Fan; Mehrtash Harandi; Lin Ma 002; Huaping Liu 001; Wei Liu 005; Chuang Gan 001 (IEEE Trans. Image Process., 2019)

Low-Light Image Enhancement via a Deep Hybrid Network. - Wenqi Ren; Sifei Liu; Lin Ma 002; Qianqian Xu; Xiangyu Xu 002; Xiaochun Cao; Junping Du 001; Ming-Hsuan Yang 001 (IEEE Trans. Image Process., 2019)

Deep Video Dehazing With Semantic Segmentation. - Wenqi Ren; Jingang Zhang; Xiangyu Xu 002; Lin Ma 002; Xiaochun Cao; Gaofeng Meng; Wei Liu 005 (IEEE Trans. Image Process., 2019)

Adversarial Spatio-Temporal Learning for Video Deblurring. - Kaihao Zhang; Wenhan Luo; Yiran Zhong; Lin Ma 002; Wei Liu 005; Hongdong Li (IEEE Trans. Image Process., 2019)

Feature Deformation Meta-Networks in Image Captioning of Novel Objects. - Tingjia Cao; Ke Han; Xiaomei Wang; Lin Ma 002; Yanwei Fu 001; Yu-Gang Jiang 001; Xiangyang Xue 001 (AAAI, 2020)

Recurrent Nested Model for Sequence Generation. - Wenhao Jiang; Lin Ma 002; Wei Lu (AAAI, 2020)

Temporally Grounding Language Queries in Videos by Contextual Boundary-Aware Prediction. - Jingwen Wang 003; Lin Ma 002; Wenhao Jiang (AAAI, 2020)

Fine-Grained Image-to-Image Transformation Towards Visual Recognition. - Wei Xiong 008; Yutong He; Yixuan Zhang 008; Wenhan Luo; Lin Ma 002; Jiebo Luo 001 (CVPR, 2020)

Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension. - Zhenfang Chen; Peng Wang 023; Lin Ma 002; Kwan-Yee K. Wong; Qi Wu 001 (CVPR, 2020)

Deblurring by Realistic Blurring. - Kaihao Zhang; Wenhan Luo; Yiran Zhong; Lin Ma 002; Björn Stenger; Wei Liu 005; Hongdong Li (CVPR, 2020)

Context-Gated Convolution. - Xudong Lin 003; Lin Ma 002; Wei Liu 005; Shih-Fu Chang (ECCV (18), 2020)

Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding. - Kaihao Zhang; Wenhan Luo; Wenqi Ren; Jingwen Wang 003; Fang Zhao 006; Lin Ma 002; Hongdong Li (ECCV (27), 2020)

Lossy Geometry Compression Of 3d Point Cloud Data Via An Adaptive Octree-Guided Network. - Xuanzheng Wen; Xu Wang 006; Junhui Hou; Lin Ma 002; Yu Zhou 027; Jianmin Jiang (ICME, 2020)

Grasp for Stacking via Deep Reinforcement Learning. - Junhao Zhang; Wei Zhang 021; Ran Song 001; Lin Ma 002; Yibin Li 001 (ICRA, 2020)

Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network. - Zhangkai Ni; Wenhan Yang; Shiqi Wang 001; Lin Ma 002; Sam Kwong (ACM Multimedia, 2020)

Controllable Video Captioning with an Exemplar Sentence. - Yitian Yuan; Lin Ma 002; Jingwen Wang 003; Wenwu Zhu 001 (ACM Multimedia, 2020)

Every Moment Matters: Detail-Aware Networks to Bring a Blurry Image Alive. - Kaihao Zhang; Wenhan Luo; Björn Stenger; Wenqi Ren; Lin Ma 002; Hongdong Li (ACM Multimedia, 2020)

Look Closer to Ground Better: Weakly-Supervised Temporal Grounding of Sentence in Video. - Zhenfang Chen; Lin Ma 002; Wenhan Luo; Peng Tang; Kwan-Yee K. Wong (CoRR, 2020)

Weakly-Supervised Multi-Level Attentional Reconstruction Network for Grounding Textual Queries in Videos. - Yijun Song; Jingwen Wang 003; Lin Ma 002; Zhou Yu 001; Jun Yu 002 (CoRR, 2020)

STH: Spatio-Temporal Hybrid Convolution for Efficient Action Recognition. - Xu Li; Jingwen Wang 003; Lin Ma 002; Kaihao Zhang; Fengzong Lian; Zhanhui Kang; Jinjun Wang (CoRR, 2020)

Intrinsic Relationship Reasoning for Small Object Detection. - Kui Fu; Jia Li 003; Lin Ma 002; Kai Mu; Yonghong Tian 001 (CoRR, 2020)

Reconstruct and Represent Video Contents for Captioning via Reinforcement Learning. - Wei Zhang 021; Bairui Wang; Lin Ma 002; Wei Liu 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Evaluating Multi-Angle Photochemical Reflectance Index and Solar-Induced Fluorescence for the Estimation of Gross Primary Production in Maize. - Jinghua Chen; Qian Zhang 006; Bin Chen; Yongguang Zhang; Lin Ma 002; Zhaohui Li; Xiaokang Zhang; Yunfei Wu; Shaoqiang Wang; Robert A. Mickler (Remote. Sens., 2020)

Matching Image and Sentence With Multi-Faceted Representations. - Lin Ma 002; Wenhao Jiang; Zequn Jie; Yu-Gang Jiang 001; Wei Liu 005 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Multi-Exposure Decomposition-Fusion Model for High Dynamic Range Image Saliency Detection. - Xu Wang 006; Zhenhao Sun; Qiudan Zhang; Yuming Fang; Lin Ma 002; Shiqi Wang 001; Sam Kwong (IEEE Trans. Circuits Syst. Video Technol., 2020)

Towards Unsupervised Deep Image Enhancement With Generative Adversarial Network. - Zhangkai Ni; Wenhan Yang; Shiqi Wang 001; Lin Ma 002; Sam Kwong (IEEE Trans. Image Process., 2020)

Relation-aware Instance Refinement for Weakly Supervised Visual Grounding. - Yongfei Liu; Bo Wan; Lin Ma 002; Xuming He 001 (CVPR, 2021)

Neural Symbolic Representation Learning for Image Captioning. - Xiaomei Wang; Lin Ma 002; Yanwei Fu 001; Xiangyang Xue 001 (ICMR, 2021)

Two-stage Visual Cues Enhancement Network for Referring Image Segmentation. - Yang Jiao; Zequn Jie; Weixin Luo; Jingjing Chen 001; Yu-Gang Jiang 001; Xiaolin Wei; Lin Ma 002 (ACM Multimedia, 2021)

Cross-modality Discrepant Interaction Network for RGB-D Salient Object Detection. - Chen Zhang 013; Runmin Cong; Qinwei Lin; Lin Ma 002; Feng Li 037; Yao Zhao 001; Sam Kwong (ACM Multimedia, 2021)

Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal. - Kaihao Zhang; Dongxu Li; Wenhan Luo; Wenqi Ren; Lin Ma 002; Hongdong Li (CoRR, 2021)

GlyphCRM: Bidirectional Encoder Representation for Chinese Character with its Glyph. - Yunxin Li; Yu Zhao 043; Baotian Hu; Qingcai Chen; Yang Xiang 003; Xiaolong Wang 001; Yuxin Ding; Lin Ma 002 (CoRR, 2021)

Sentence-level Online Handwritten Chinese Character Recognition. - Yunxin Li; Qian Yang 007; Qingcai Chen; Lin Ma 002; Baotian Hu; Xiaolong Wang 001; Yuxin Ding (CoRR, 2021)

Video Temporal Relationship Mining for Data-Efficient Person Re-identification. - Siyu Chen; Dengjie Li; Lishuai Gao; Fan Liang; Wei Zhang 021; Lin Ma 002 (CoRR, 2021)

Unsupervised text-to-image synthesis. - Yanlong Dong; Ying Zhang; Lin Ma 002; Zhi Wang 001; Jiebo Luo 001 (Pattern Recognit., 2021)

Progressive Point Cloud Upsampling via Differentiable Rendering. - Pingping Zhang; Xu Wang 006; Lin Ma 002; Shiqi Wang 001; Sam Kwong; Jianmin Jiang (IEEE Trans. Circuits Syst. Video Technol., 2021)

Pyramid Global Context Network for Image Dehazing. - Dong Zhao; Long Xu 001; Lin Ma 002; Jia Li 003; Yihua Yan (IEEE Trans. Circuits Syst. Video Technol., 2021)

Coupled Network for Robust Pedestrian Detection With Gated Multi-Layer Feature Extraction and Deformable Occlusion Handling. - Tianrui Liu 001; Wenhan Luo; Lin Ma 002; Junjie Huang 001; Tania Stathaki; Tianhong Dai (IEEE Trans. Image Process., 2021)

Quality Evaluation for Image Retargeting With Instance Semantics. - Leida Li; Yixuan Li; Jinjian Wu; Lin Ma 002; Yuming Fang (IEEE Trans. Multim., 2021)

PFAN++: Bi-Directional Image-Text Retrieval With Position Focused Attention Network. - Yaxiong Wang; Hao Yang; Xiuxiu Bai; Xueming Qian; Lin Ma 002; Jing Lu; Biao Li; Xin Fan (IEEE Trans. Multim., 2021)

CASNet: A Cross-Attention Siamese Network for Video Salient Object Detection. - Yuzhu Ji; Haijun Zhang 002; Zequn Jie; Lin Ma 002; Q. M. Jonathan Wu (IEEE Trans. Neural Networks Learn. Syst., 2021)

Visual Consensus Modeling for Video-Text Retrieval. - Shuqiang Cao; Bairui Wang; Wei Zhang 021; Lin Ma 002 (AAAI, 2022)

Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding. - Jiaming Chen; Weixin Luo; Wei Zhang 021; Lin Ma 002 (AAAI, 2022)

Task Generalizable Spatial and Texture Aware Image Downsizing Network. - Lin Ma 002; Weiming Li; Hongsheng Li 001; Qiang Wang 023; Ji-Yeon Kim (BMVC, 2022)

PromptDet: Towards Open-Vocabulary Detection Using Uncurated Images. - Chengjian Feng; Yujie Zhong; Zequn Jie; Xiangxiang Chu; Haibing Ren; Xiaolin Wei; Weidi Xie; Lin Ma 002 (ECCV (9), 2022)

MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes. - Yang Jiao; Shaoxiang Chen 001; Zequn Jie; Jingjing Chen 001; Lin Ma 002; Yu-Gang Jiang 001 (ECCV (35), 2022)

ReAct: Temporal Action Detection with Relational Queries. - Dingfeng Shi; Yujie Zhong; Qiong Cao; Jing Zhang 037; Lin Ma 002; Jia Li 003; Dacheng Tao (ECCV (10), 2022)

Contrastive Video-Language Learning with Fine-grained Frame Sampling. - Zixu Wang; Yujie Zhong; Yishu Miao; Lin Ma 002; Lucia Specia (AACL/IJCNLP (1), 2022)

SoccerNet 2022 Challenges Results. - Silvio Giancola; Anthony Cioppa; Adrien Deliège; Floriane Magera; Vladimir Somers; Le Kang; Xin Zhou 024; Olivier Barnich; Christophe De Vleeschouwer; Alexandre Alahi; Bernard Ghanem; Marc Van Droogenbroeck; et al. (MMSports@MM, 2022)

Cycle-Interactive Generative Adversarial Network for Robust Unsupervised Low-Light Enhancement. - Zhangkai Ni; Wenhan Yang; Hanli Wang; Shiqi Wang 001; Lin Ma 002; Sam Kwong (ACM Multimedia, 2022)

Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations. - Qian Yang 007; Yunxin Li; Baotian Hu; Lin Ma 002; Yuxin Ding; Min Zhang 005 (ACM Multimedia, 2022)

Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation. - Jinlong Li 003; Zequn Jie; Xu Wang 006; Xiaolin Wei; Lin Ma 002 (NeurIPS, 2022)

Suspected Object Matters: Rethinking Model's Prediction for One-stage Visual Grounding. - Yang Jiao; Zequn Jie; Jingjing Chen 001; Lin Ma 002; Yu-Gang Jiang 001 (CoRR, 2022)

PromptDet: Expand Your Detector Vocabulary with Uncurated Images. - Chengjian Feng; Yujie Zhong; Zequn Jie; Xiangxiang Chu; Haibing Ren; Xiaolin Wei; Weidi Xie; Lin Ma 002 (CoRR, 2022)

MT-Net Submission to the Waymo 3D Detection Leaderboard. - Shaoxiang Chen 001; Zequn Jie; Xiaolin Wei; Lin Ma 002 (CoRR, 2022)

Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation. - Yifan Wang 020; Lin Zhang 041; Ran Song 001; Lin Ma 002; Wei Zhang 021 (CoRR, 2022)

A Circular Window-based Cascade Transformer for Online Action Detection. - Shuqiang Cao; Weixin Luo; Bairui Wang; Wei Zhang 021; Lin Ma 002 (CoRR, 2022)

MSMDFusion: Fusing LiDAR and Camera at Multiple Scales with Multi-Depth Seeds for 3D Object Detection. - Yang Jiao; Zequn Jie; Shaoxiang Chen 001; Jingjing Chen 001; Xiaolin Wei; Lin Ma 002; Yu-Gang Jiang 001 (CoRR, 2022)

A Novel Framework based on Unknown Estimation via Principal Sub-space for Universal Domain Adaption. - Yifan Wang 020; Lin Zhang 041; Ran Song 001; Lin Ma 002; Wei Zhang 021 (CoRR, 2022)

Contextual Modeling for 3D Dense Captioning on Point Clouds. - Yufeng Zhong; Long Xu 001; Jiebo Luo 001; Lin Ma 002 (CoRR, 2022)

HAM: Hierarchical Attention Model with High Performance for 3D Visual Grounding. - Jiaming Chen; Weixin Luo; Xiaolin Wei; Lin Ma 002; Wei Zhang 021 (CoRR, 2022)

Multiple Object Tracking Challenge Technical Report for Team MT_IoT. - Feng Yan; Zhiheng Li 001; Weixin Luo; Zequn Jie; Fan Liang; Xiaolin Wei; Lin Ma 002 (CoRR, 2022)

DiP: Learning Discriminative Implicit Parts for Person Re-Identification. - Dengjie Li; Siyu Chen; Yujie Zhong; Fan Liang; Lin Ma 002 (CoRR, 2022)

Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior. - Kaihao Zhang; Wenhan Luo; Yanjiang Yu; Wenqi Ren; Fang Zhao 006; Changsheng Li; Lin Ma 002; Wei Liu 005; Hongdong Li (Int. J. Comput. Vis., 2022)

Content-aware Recommendation via Dynamic Heterogeneous Graph Convolutional Network. - Tingting Liang; Lin Ma 002; Weizhong Zhang; Haoran Xu; Congying Xia; Yuyu Yin (Knowl. Based Syst., 2022)

Liquid Warping GAN With Attention: A Unified Framework for Human Image Synthesis. - Wen Liu 003; Zhixin Piao; Zhi Tu; Wenhan Luo; Lin Ma 002; Shenghua Gao (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos. - Yitian Yuan; Lin Ma 002; Jingwen Wang 003; Wei Liu 005; Wenwu Zhu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Syntax Customized Video Captioning by Imitating Exemplar Sentences. - Yitian Yuan; Lin Ma 002; Wenwu Zhu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Disentangled Feature Networks for Facial Portrait and Caricature Generation. - Kaihao Zhang; Wenhan Luo; Lin Ma 002; Wenqi Ren; Hongdong Li (IEEE Trans. Multim., 2022)

Curriculum Multi-Negative Augmentation for Debiased Video Grounding. - Xiaohan Lan; Yitian Yuan; Hong Chen 011; Xin Wang 019; Zequn Jie; Lin Ma 002; Zhi Wang 001; Wenwu Zhu 001 (AAAI, 2023)

A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues. - Yunxin Li; Baotian Hu; Xinyu Chen 003; Yuxin Ding; Lin Ma 002; Min Zhang 005 (ACL (1), 2023)

A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text. - Yunxin Li; Baotian Hu; Yuxin Ding; Lin Ma 002; Min Zhang 005 (ACL (1), 2023)

AeDet: Azimuth-Invariant Multi-View 3D Object Detection. - Chengjian Feng; Zequn Jie; Yujie Zhong; Xiangxiang Chu; Lin Ma 002 (CVPR, 2023)

MSMDFusion: Fusing LiDAR and Camera at Multiple Scales with Multi-Depth Seeds for 3D Object Detection. - Yang Jiao; Zequn Jie; Shaoxiang Chen 001; Jingjing Chen 001; Lin Ma 002; Yu-Gang Jiang 001 (CVPR, 2023)

TriDet: Temporal Action Detection with Relative Boundary Modeling. - Dingfeng Shi; Yujie Zhong; Qiong Cao; Lin Ma 002; Jia Li 003; Dacheng Tao (CVPR, 2023)

Multi View Action Recognition for Distracted Driver Behavior Localization. - Wei Zhou; Yinlong Qian; Zequn Jie; Lin Ma 002 (CVPR Workshops, 2023)

Adaptive Sparse Pairwise Loss for Object Re-Identification. - Xiao Zhou; Yujie Zhong; Zhen Cheng; Fan Liang; Lin Ma 002 (CVPR, 2023)

E2E-LOAD: End-to-End Long-form Online Action Detection. - Shuqiang Cao; Weixin Luo; Bairui Wang; Wei Zhang 021; Lin Ma 002 (ICCV, 2023)

Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network. - Cong Han; Yujie Zhong; Dengjie Li; Kai Han; Lin Ma 002 (ICCV, 2023)

Planning Assembly Sequence with Graph Transformer. - Lin Ma 002; Jiangtao Gong; Hao Xu; Hao Chen 062; Hao Zhao 002; Wenbing Huang 001; Guyue Zhou (ICRA, 2023)

Suspected Objects Matter: Rethinking Model's Prediction for One-stage Visual Grounding. - Yang Jiao; Zequn Jie; Jingjing Chen 001; Lin Ma 002; Yu-Gang Jiang 001 (ACM Multimedia, 2023)

Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models. - Wenqiang Wang; Chongyang Du; Tao Wang 052; Kaihao Zhang; Wenhan Luo; Lin Ma 002; Wei Liu 005; Xiaochun Cao (NeurIPS, 2023)

RecFormer: Recurrent Multi-modal Transformer with History-Aware Contrastive Learning for Visual Dialog. - Liucun Lu; Jinghui Qin; Zequn Jie; Lin Ma 002; Liang Lin; Xiaodan Liang (PRCV (1), 2023)

FastPillars: A Deployment-friendly Pillar-based 3D Detector. - Sifan Zhou; Zhi Tian; Xiangxiang Chu; Xinyu Zhang 015; Bo Zhang 046; Xiaobo Lu; Chengjian Feng; Zequn Jie; Patrick Yin Chiang; Lin Ma 002 (CoRR, 2023)

Zero-Shot Semantic Segmentation with Decoupled One-Pass Network. - Cong Han; Yujie Zhong; Dengjie Li; Kai Han; Lin Ma 002 (CoRR, 2023)

LMEye: An Interactive Perception Network for Large Language Models. - Yunxin Li; Baotian Hu; Xinyu Chen 003; Lin Ma 002; Min Zhang 005 (CoRR, 2023)

Bridging the Gap Between End-to-end and Non-End-to-end Multi-Object Tracking. - Feng Yan; Weixin Luo; Yujie Zhong; Yiyang Gan; Lin Ma 002 (CoRR, 2023)

Weakly-Supervised 3D Visual Grounding based on Visual Linguistic Alignment. - Xiaoxu Xu; Yitian Yuan; Qiudan Zhang; Wenhui Wu 001; Zequn Jie; Lin Ma 002; Xu Wang 006 (CoRR, 2023)

Weakly Supervised Semantic Segmentation Via Progressive Patch Learning. - Jinlong Li 003; Zequn Jie; Xu Wang 006; Yu Zhou 027; Xiaolin Wei; Lin Ma 002 (IEEE Trans. Multim., 2023)

Fast and Robust Online Handwritten Chinese Character Recognition With Deep Spatial and Contextual Information Fusion Network. - Yunxin Li; Qian Yang 007; Qingcai Chen; Baotian Hu; Xiaolong Wang 001; Yuxin Ding; Lin Ma 002 (IEEE Trans. Multim., 2023)

MARN: Multi-level Attentional Reconstruction Networks for Weakly Supervised Video Temporal Grounding. - Yijun Song; Jingwen Wang 003; Lin Ma 002; Jun Yu 002; Jinxiu Liang; Liu Yuan; Zhou Yu 001 (Neurocomputing, 2023)

A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach. - Xiaohan Lan; Yitian Yuan; Xin Wang 019; Long Chen 016; Zhi Wang 001; Lin Ma 002; Wenwu Zhu 001 (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Weakly supervised semantic segmentation via self-supervised destruction learning. - Jinlong Li 003; Zequn Jie; Xu Wang 006; Yu Zhou 027; Lin Ma 002; Jianmin Jiang (Neurocomputing, 2023)

Instance-Aware Multi-Camera 3D Object Detection with Structural Priors Mining and Self-Boosting Learning. - Yang Jiao; Zequn Jie; Shaoxiang Chen 001; Lechao Cheng; Jingjing Chen 001; Lin Ma 002; Yu-Gang Jiang 001 (AAAI, 2024)

ColNeRF: Collaboration for Generalizable Sparse Input Neural Radiance Field. - Zhangkai Ni; Peiqi Yang; Wenhan Yang; Hanli Wang; Lin Ma 002; Sam Kwong (AAAI, 2024)

A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation. - Yunxin Li; Baotian Hu; Wenhan Luo; Lin Ma 002; Yuxin Ding; Min Zhang 005 (LREC/COLING, 2024)

InstaGen: Enhancing Object Detection by Training on Synthetic Dataset. - Chengjian Feng; Yujie Zhong; Zequn Jie; Weidi Xie; Lin Ma 002 (CVPR, 2024)

AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning. - Duojun Huang; Xinyu Xiong; Jie Ma; Jichang Li; Zequn Jie; Lin Ma 002; Guanbin Li (CVPR, 2024)

Misalignment-Robust Frequency Distribution Loss for Image Transformation. - Zhangkai Ni; Juncheng Wu; Zian Wang; Wenhan Yang; Hanli Wang; Lin Ma 002 (CVPR, 2024)

Making Large Language Models Better Planners with Reasoning-Decision Alignment. - Zhijian Huang; Tao Tang; Shaoxiang Chen 001; Sihao Lin; Zequn Jie; Lin Ma 002; Guangrun Wang; Xiaodan Liang (ECCV (36), 2024)

3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance. - Xiaoxu Xu; Yitian Yuan; Jinlong Li 003; Qiudan Zhang; Zequn Jie; Lin Ma 002; Hao Tang 005; Nicu Sebe; Xu Wang 006 (ECCV (73), 2024)

UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection. - Yingsen Zeng; Yujie Zhong; Chengjian Feng; Lin Ma 002 (ECCV (46), 2024)

Learning Instruction-Guided Manipulation Affordance via Large Models for Embodied Robotic Tasks. - Dayou Li; Chenkun Zhao; Shuo Yang; Lin Ma 002; Yibin Li 001; Wei Zhang 021 (ICARM, 2024)

Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost. - Yuan Gao 015; Weizhong Zhang; Wenhan Luo; Lin Ma 002; Jin-Gang Yu; Gui-Song Xia; Jiayi Ma 001 (ICLR, 2024)

Evaluation of Pedestrian Safety in a High-Fidelity Simulation Environment Framework. - Lin Ma 002; Longrui Chen; Yan Zhang 122; Mengdi Chu; Wenjie Jiang; Jiahao Shen; Chuxuan Li; Yifeng Shi; Nairui Luo; Jirui Yuan; Guyue Zhou; Jiangtao Gong (ITSC, 2024)

Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models. - Yang Jiao; Shaoxiang Chen 001; Zequn Jie; Jingjing Chen 001; Lin Ma 002; Yu-Gang Jiang 001 (NeurIPS, 2024)

LESS: Label-Efficient and Single-Stage Referring 3D Segmentation. - Xuexun Liu; Xiaoxu Xu; Jinlong Li 003; Qiudan Zhang; Xu Wang 006; Nicu Sebe; Lin Ma 002 (NeurIPS, 2024)

1.024-Tbit/s CDM-SDM Coherent PON over 10-km Weakly-Coupled MCF. - Luxiao Zhang; Lin Sun; Rendong Xu; Junjie Xiong; Lin Ma 002; Bin Chen; Jun Li; Yi Cai; Gangxiang Shen; Gordon Ning Liu (OFC, 2024)

MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning. - Chenyu Wang; Weixin Luo; Qianyu Chen; Haonan Mai; Jindi Guo; Sixun Dong; Xiaohua Xuan; Zhengxin Li; Lin Ma 002; Shenghua Gao (CoRR, 2024)

LLaVA-MoLE: Sparse Mixture of LoRA Experts for Mitigating Data Conflicts in Instruction Finetuning MLLMs. - Shaoxiang Chen 001; Zequn Jie; Lin Ma 002 (CoRR, 2024)

LaSagnA: Language-based Segmentation Assistant for Complex Queries. - Cong Wei; Haoxian Tan; Yujie Zhong; Yujiu Yang; Lin Ma 002 (CoRR, 2024)

Matten: Video Generation with Mamba-Attention. - Yu Gao; Jiancheng Huang; Xiaopeng Sun; Zequn Jie; Yujie Zhong; Lin Ma 002 (CoRR, 2024)

Integer Scale: A Free Lunch for Faster Fine-grained Quantization of LLMs. - Qingyuan Li 001; Ran Meng; Yiduo Li; Bo Zhang 046; Yifan Lu; Yerui Sun; Lin Ma 002; Yuchen Xie (CoRR, 2024)

TIE: Revolutionizing Text-based Image Editing for Complex-Prompt Following and High-Fidelity Editing. - Xinyu Zhang 015; Mengxue Kang; Fei Wei; Shuang Xu; Yuhe Liu; Lin Ma 002 (CoRR, 2024)

Fewer Tokens and Fewer Videos: Extending Video Understanding Abilities in Large Vision-Language Models. - Shimin Chen; Yitian Yuan; Shaoxiang Chen 001; Zequn Jie; Lin Ma 002 (CoRR, 2024)

RoboUniView: Visual-Language Model with Unified View Representation for Robotic Manipulaiton. - Fanfan Liu; Feng Yan; Liming Zheng; Chengjian Feng; Yiyang Huang; Lin Ma 002 (CoRR, 2024)

MindBench: A Comprehensive Benchmark for Mind Map Structure Recognition and Analysis. - Lei Chen; Feng Yan; Yujie Zhong; Shaoxiang Chen 001; Zequn Jie; Lin Ma 002 (CoRR, 2024)

Corki: Enabling Real-time Embodied AI Robots via Algorithm-Architecture Co-Design. - Yiyang Huang; Yuhui Hao; Bo Yu 014; Feng Yan; Yuxin Yang 002; Feng Min; Yinhe Han 001; Lin Ma 002; Shaoshan Liu; Qiang Liu 011; Yiming Gan (CoRR, 2024)

RoboCAS: A Benchmark for Robotic Manipulation in Complex Object Arrangement Scenarios. - Liming Zheng; Feng Yan; Fanfan Liu; Chengjian Feng; Zhuoliang Kang; Lin Ma 002 (CoRR, 2024)

OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective Fusion. - Hao Wang 050; Pengzhen Ren; Zequn Jie; Xiao Dong; Chengjian Feng; Yinlong Qian; Lin Ma 002; Dongmei Jiang; Yaowei Wang 001; Xiangyuan Lan; Xiaodan Liang (CoRR, 2024)

Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization. - Jinlong Li 003; Zequn Jie; Elisa Ricci 001; Lin Ma 002; Nicu Sebe (CoRR, 2024)

MRStyle: A Unified Framework for Color Style Transfer with Multi-Modality Reference. - Jiancheng Huang; Yu Gao; Zequn Jie; Yujie Zhong; Xintong Han; Lin Ma 002 (CoRR, 2024)

VidCompress: Memory-Enhanced Temporal Compression for Video Understanding in Large Language Models. - Xiaohan Lan; Yitian Yuan; Zequn Jie; Lin Ma 002 (CoRR, 2024)

TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability. - Shimin Chen; Xiaohan Lan; Yitian Yuan; Zequn Jie; Lin Ma 002 (CoRR, 2024)

RFSR: Improving ISR Diffusion Models via Reward Feedback Learning. - Xiaopeng Sun; Qinwei Lin; Yu Gao; Yujie Zhong; Chengjian Feng; Dengjie Li; Zheng Zhao; Jie Hu; Lin Ma 002 (CoRR, 2024)

Flash Communication: Reducing Tensor Parallelization Bottleneck for Fast Large Language Model Inference. - Qingyuan Li 001; Bo Zhang 046; Liang Ye; Yifan Zhang 001; Wei Wu; Yerui Sun; Lin Ma 002; Yuchen Xie (CoRR, 2024)

RoboMM: All-in-One Multimodal Large Model for Robotic Manipulation. - Feng Yan; Fanfan Liu; Liming Zheng; Yufeng Zhong; Yiyang Huang; Zechao Guan; Chengjian Feng; Lin Ma 002 (CoRR, 2024)

DriveMM: All-in-One Large Multimodal Model for Autonomous Driving. - Zhijian Huang; Chengjian Feng; Feng Yan; Baihui Xiao; Zequn Jie; Yujie Zhong; Xiaodan Liang; Lin Ma 002 (CoRR, 2024)

LMEye: An Interactive Perception Network for Large Language Models. - Yunxin Li; Baotian Hu; Xinyu Chen 003; Lin Ma 002; Yong Xu 001; Min Zhang 005 (IEEE Trans. Multim., 2024)

CroMIC-QA: The Cross-Modal Information Complementation Based Question Answering. - Shun Qian; Bingquan Liu; Chengjie Sun; Zhen Xu 003; Lin Ma 002; Baoxun Wang (IEEE Trans. Multim., 2024)

Weakly-Supervised 3D Scene Graph Generation via Visual-Linguistic Assisted Pseudo-Labeling. - Xu Wang 006; Yifan Li; Qiudan Zhang; Wenhui Wu 001; Mark Junjie Li; Lin Ma 002; Jianmin Jiang (IEEE Trans. Multim., 2024)

DeTAL: Open-Vocabulary Temporal Action Localization With Decoupled Networks. - Zhiheng Li 005; Yujie Zhong; Ran Song 001; Tianjiao Li; Lin Ma 002; Wei Zhang 021 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

IGCN: A Provably Informative GCN Embedding for Semi-Supervised Learning With Extremely Limited Labels. - Lin Zhang 041; Ran Song 001; Wenhao Tan; Lin Ma 002; Wei Zhang 021 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation. - Jiaqi Chen; Bingqian Lin; Xinmin Liu; Lin Ma 002; Xiaodan Liang; Kwan-Yee K. Wong (AAAI, 2025)

UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding. - Yang Jiao; Haibo Qiu; Zequn Jie; Shaoxiang Chen 001; Jingjing Chen 001; Lin Ma 002; Yu-Gang Jiang 001 (CVPR Workshops, 2025)

Towards Efficient Foundation Model for Zero-shot Amodal Segmentation. - Zhaochen Liu; Limeng Qiao; Xiangxiang Chu; Lin Ma 002; Tingting Jiang 001 (CVPR, 2025)

CO-MOT: Boosting End-to-end Transformer-based Multi-Object Tracking via Coopetition Label Assignment and Shadow Sets. - Feng Yan; Weixin Luo; Yujie Zhong; Yiyang Gan; Lin Ma 002 (ICLR, 2025)

Dadu-Corki: Algorithm-Architecture Co-Design for Embodied AI-powered Robotic Manipulation. - Yiyang Huang; Yuhui Hao; Bo Yu 014; Feng Yan; Yuxin Yang 002; Feng Min; Yinhe Han 001; Lin Ma 002; Shaoshan Liu; Qiang Liu 011; Yiming Gan (ISCA, 2025)

MLLM-Tool: A Multimodal Large Language Model for Tool Agent Learning. - Chenyu Wang; Weixin Luo; Sixun Dong; Xiaohua Xuan; Zhengxin Li; Lin Ma 002; Shenghua Gao (WACV, 2025)

A Pyramid Fusion MLP for Dense Prediction. - Qiuyu Huang; Zequn Jie; Lin Ma 002; Li Shen 008; Shenqi Lai (IEEE Trans. Image Process., 2025)

Mitigating Hallucination for Large Vision Language Model by Inter-Modality Correlation Calibration Decoding. - Jiaming Li; Jiacheng Zhang; Zequn Jie; Lin Ma 002; Guanbin Li (CoRR, 2025)

FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction. - Siyu Jiao; Gengwei Zhang; Yinlong Qian; Jiancheng Huang; Yao Zhao 001; Humphrey Shi; Lin Ma 002; Yunchao Wei; Zequn Jie (CoRR, 2025)

InstructVEdit: A Holistic Approach for Instructional Video Editing. - Chi Zhang; Chengjian Feng; Feng Yan; Qiming Zhang 001; Mingjin Zhang; Yujie Zhong; Jing Zhang 037; Lin Ma 002 (CoRR, 2025)

P3Nav: A Unified Framework for Embodied Navigation Integrating Perception, Planning, and Prediction. - Yufeng Zhong; Chengjian Feng; Feng Yan; Fanfan Liu; Liming Zheng; Lin Ma 002 (CoRR, 2025)

DataPlatter: Boosting Robotic Manipulation Generalization with Minimal Costly Data. - Liming Zheng; Feng Yan; Fanfan Liu; Chengjian Feng; Yufeng Zhong; Yiyang Huang; Lin Ma 002 (CoRR, 2025)

AP-CAP: Advancing High-Quality Data Synthesis for Animal Pose Estimation via a Controllable Image Generation Pipeline. - Lei Wang; Yujie Zhong; Xiaopeng Sun; Jingchun Cheng; Chengjian Feng; Qiong Cao; Lin Ma 002; Zhaoxin Fan (CoRR, 2025)

UniViTAR: Unified Vision Transformer with Native Resolution. - Limeng Qiao; Yiyang Gan; Bairui Wang; Jie Qin; Shuang Xu; Siqi Yang; Lin Ma 002 (CoRR, 2025)

DisTime: Distribution-based Time Representation for Video Large Language Models. - Yingsen Zeng; Zepeng Huang; Yujie Zhong; Chengjian Feng; Jie Hu; Lin Ma 002; Yang Liu (CoRR, 2025)

Uni-MoE: Scaling Unified Multimodal LLMs With Mixture of Experts. - Yunxin Li; Shenyuan Jiang; Baotian Hu; Longyue Wang; Wanqi Zhong; Wenhan Luo; Lin Ma 002; Min Zhang 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

M4V: Multi-Modal Mamba for Text-to-Video Generation. - Jiancheng Huang; Gengwei Zhang; Zequn Jie; Siyu Jiao; Yinlong Qian; Ling Chen 006; Yunchao Wei; Lin Ma 002 (CoRR, 2025)

Metis-RISE: RL Incentivizes and SFT Enhances Multimodal Reasoning Model Learning. - Haibo Qiu; Xiaohan Lan; Fanfan Liu; Xiaohu Sun; Delian Ruan; Peng Shi; Lin Ma 002 (CoRR, 2025)

Orthogonal Projection Subspace to Aggregate Online Prior-knowledge for Continual Test-time Adaptation. - Jinlong Li 003; Dong Zhao; Qi Zang; Zequn Jie; Lin Ma 002; Nicu Sebe (CoRR, 2025)

DocTron-Formula: Generalized Formula Recognition in Complex and Structured Scenarios. - Yufeng Zhong; Zhixiong Zeng; Lei Chen; Longrong Yang; Liming Zheng; Jing Huang; Siqi Yang; Lin Ma 002 (CoRR, 2025)

CLIP-IN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction Editing Data and Long Captions. - Ziteng Wang; Siqi Yang; Limeng Qiao; Lin Ma 002 (CoRR, 2025)

X-SAM: From Segment Anything to Any Segmentation. - Hao Wang 050; Limeng Qiao; Zequn Jie; Zhijian Huang; Chengjian Feng; Qingfang Zheng; Lin Ma 002; Xiangyuan Lan; Xiaodan Liang (CoRR, 2025)

Breaking the SFT Plateau: Multimodal Structured Reinforcement Learning for Chart-to-Code Generation. - Lei Chen; Xuanle Zhao; Zhixiong Zeng; Jing Huang; Liming Zheng; Yufeng Zhong; Lin Ma 002 (CoRR, 2025)