Simultaneous Stereo Video Deblurring and Scene Flow Estimation. - Liyuan Pan; Yuchao Dai; Miaomiao Liu 001; Fatih Porikli (CVPR, 2017)

Depth Map Completion by Jointly Exploiting Blurry Color Images and Sparse Depth Maps. - Liyuan Pan; Yuchao Dai; Miaomiao Liu 001; Fatih Porikli (WACV, 2018)

Phase-Only Image Based Kernel Estimation for Single Image Blind Deblurring. - Liyuan Pan; Richard I. Hartley; Miaomiao Liu 001; Yuchao Dai (CVPR, 2019)

Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera. - Liyuan Pan; Cedric Scheerlinck; Xin Yu 002; Richard Hartley 001; Miaomiao Liu 001; Yuchao Dai (CVPR, 2019)

Single Image Deblurring and Camera Motion Estimation With Depth Map. - Liyuan Pan; Yuchao Dai; Miaomiao Liu 001 (WACV, 2019)

Bringing Blurry Alive at High Frame-Rate with an Event Camera. - Liyuan Pan; Richard I. Hartley; Cedric Scheerlinck; Miaomiao Liu 001; Xin Yu 002; Yuchao Dai (CoRR, 2019)

Single Image Optical Flow Estimation With an Event Camera. - Liyuan Pan; Miaomiao Liu 001; Richard Hartley 001 (CVPR, 2020)

Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation. - Liyuan Pan; Yuchao Dai; Miaomiao Liu 001; Fatih Porikli; Quan Pan 001 (IEEE Trans. Image Process., 2020)

Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration. - Liyuan Pan; Shah Chowdhury; Richard Hartley 001; Miaomiao Liu 001; Hongguang Zhang; Hongdong Li (CVPR, 2021)

Stereo Hybrid Event-Frame (SHEF) Cameras for 3D Perception. - Ziwei Wang 002; Liyuan Pan; Yonhon Ng; Zheyu Zhuang; Robert E. Mahony (IROS, 2021)

ISG: I can See Your Gene Expression. - Yan Yang 011; Liyuan Pan; Liu Liu 009; Eric A. Stone (BMVC, 2022)

FGCNet: Fast Graph Convolution for Matching Features. - Liu Liu 009; Liyuan Pan; Wei Luo; Qichao Xu; Yuxiang Wen; Jiangwei Li (ISMAR Adjunct, 2022)

Biomass Prediction with 3D Point Clouds from LiDAR. - Liyuan Pan; Liu Liu 009; Anthony G. Condon; Gonzalo M. Estavillo; Robert A. Coe; Geoff Bull; Eric A. Stone; Lars Petersson; Vivien Rolland (WACV, 2022)

DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers. - Yan Yang 011; Md. Zakir Hossain; Khandaker Asif Ahmed; Liyuan Pan; Shafin Rahman; Eric A. Stone (CoRR, 2022)

High Frame Rate Video Reconstruction Based on an Event Camera. - Liyuan Pan; Richard Hartley 001; Cedric Scheerlinck; Miaomiao Liu 001; Xin Yu 002; Yuchao Dai (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

AstroNet: When Astrocyte Meets Artificial Neural Network. - Mengqiao Han; Liyuan Pan; Xiabi Liu (CVPR, 2023)

K3DN: Disparity-Aware Kernel Estimation for Dual-Pixel Defocus Deblurring. - Yan Yang 011; Liyuan Pan; Liu Liu 009; Miaomiao Liu 001 (CVPR, 2023)

Event Camera Data Pre-training. - Yan Yang 011; Liyuan Pan; Liu Liu 009 (ICCV, 2023)

L2T-DLN: Learning to Teach with Dynamic Loss Network. - Zhaoyang Hai; Liyuan Pan; Xiabi Liu; Zhengzheng Liu; Mirna Yunita (NeurIPS, 2023)

LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network. - Hao Yang 040; Liyuan Pan; Yan Yang 011; Miaomiao Liu 001 (CoRR, 2023)

L2T-DLN: Learning to Teach with Dynamic Loss Network. - Zhoyang Hai; Liyuan Pan; Xiabi Liu; Zhengzheng Liu; Mirna Yunita (CoRR, 2023)

MA-Net: Rethinking Neural Unit in the Light of Astrocytes. - Mengqiao Han; Liyuan Pan; Xiabi Liu (AAAI, 2024)

LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network. - Hao Yang 040; Liyuan Pan; Yan Yang 011; Richard I. Hartley; Miaomiao Liu 001 (CVPR, 2024)

Language-driven All-in-one Adverse Weather Removal. - Hao Yang 040; Liyuan Pan; Yan Yang 011; Wei Liang (CVPR, 2024)

Event Camera Data Dense Pre-training. - Yan Yang 011; Liyuan Pan; Liu Liu 009 (ECCV (43), 2024)

A Lightweight Multi-Level Relation Network for Few-shot Action Recognition. - Enqi Liu; Liyuan Pan (ICME, 2024)

YOLOX-Drone: An Improved Object Detection Method for UAV Images. - Yuqing Zhang; Huanxin Zou; Shitian He; Xu Cao; Meilin Li; Shuo Liu 015; Liyuan Pan (IGARSS, 2024)

Event-based Few-shot Fine-grained Human Action Recognition. - Zonglin Yang 002; Yan Yang 011; Yuheng Shi; Hao Yang 040; Ruikun Zhang; Liu Liu 009; Xinxiao Wu; Liyuan Pan (IROS, 2024)

SpikMamba: When SNN meets Mamba in Event-based Human Action Recognition. - Jiaqi Chen; Yan Yang 011; Shizhuo Deng; Da Teng; Liyuan Pan (MMAsia, 2024)

LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset. - Ruikun Zhang; Hao Yang 040; Yan Yang 011; Ying Fu 003; Liyuan Pan (MMAsia, 2024)

Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images. - Yan Yang 011; Liyuan Pan; Liu Liu 009; Eric A. Stone (WACV, 2024)

Storyboard guided Alignment for Fine-grained Video Action Recognition. - Enqi Liu; Liyuan Pan; Yan Yang 011; Yiran Zhong; Zhijing Wu 001; Xinxiao Wu; Liu Liu 009 (CoRR, 2024)

Adaptive Hypersphere Data Description for few-shot one-class classification. - Yuchen Ren 003; Xiabi Liu; Liyuan Pan; Lijuan Niu (Appl. Intell., 2024)

Weakly-Supervised Depth Estimation and Image Deblurring via Dual-Pixel Sensors. - Liyuan Pan; Richard Hartley 001; Liu Liu 009; Zhiwei Xu; Shah Ariful Hoque Chowdhury; Yan Yang 011; Hongguang Zhang; Hongdong Li; Miaomiao Liu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks. - Yan Yang 011; Dongxu Li; Haoning Wu; Bei Chen; Liu Liu 009; Liyuan Pan; Junnan Li (ACL (Findings), 2025)

EZSR: Event-based Zero-Shot Recognition. - Yan Yang 011; Liyuan Pan; Dongxu Li; Liu Liu 009 (CVPR, 2025)

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. - Xin Li 082; Yeying Jin; Xin Jin; Zongwei Wu; Bingchen Li; Yufei Wang; Wenhan Yang; Yu Li; Zhibo Chen 001; Bihan Wen; Robby T. Tan; Radu Timofte; et al. (CVPR Workshops, 2025)

DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding. - Yudong Han; Qingpei Guo; Liyuan Pan; Liu Liu 009; Yu Guan; Ming Yang (CVPR, 2025)

GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven. - Mengqiao Han; Liyuan Pan; Xiabi Liu (CVPR, 2025)

Task-Specific Gradient Adaptation for Few-Shot One-Class Classification. - Yunlong Li; Xiabi Liu; Liyuan Pan; Yuchen Ren 003 (CVPR, 2025)

LCCo: Lending CLIP to co-segmentation. - Xin Duan; Yan Yang 011; Liyuan Pan; Xiabi Liu (Pattern Recognit., 2025)

L2T-DFM: Learning to Teach with Dynamic Fused Metric. - Zhaoyang Hai; Liyuan Pan; Xiabi Liu; Mengqiao Han (Pattern Recognit., 2025)

DehazeMamba: large multi-modal model guided single image dehazing via mamba. - Ruikun Zhang; Zhiyuan Yang; Liyuan Pan (Vis. Intell., 2025)

Spatial Transcriptomics Analysis of Spatially Dense Gene Expression Prediction. - Ruikun Zhang; Yan Yang 011; Liyuan Pan (CoRR, 2025)

NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results. - Xin Li 082; Yeying Jin; Xin Jin; Zongwei Wu; Bingchen Li; Yufei Wang; Wenhan Yang; Yu Li; Zhibo Chen 001; Bihan Wen; Robby T. Tan; Radu Timofte; et al. (CoRR, 2025)

A Preliminary Study for GPT-4o on Image Restoration. - Hao Yang 040; Yan Yang 011; Ruikun Zhang; Liyuan Pan (CoRR, 2025)

GTA1: GUI Test-time Scaling Agent. - Yan Yang; Dongxu Li; Yutong Dai 002; Yuhao Yang; Ziyang Luo; Zirui Zhao; Zhiyuan Hu; Junzhe Huang; Amrita Saha; Zeyuan Chen 001; Ran Xu 001; Liyuan Pan; et al. (CoRR, 2025)