Predicting eye fixations using convolutional neural networks. - Nian Liu 002; Junwei Han 001; Dingwen Zhang; Shifeng Wen; Tianming Liu 001 (CVPR, 2015)

DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection. - Nian Liu 002; Junwei Han 001 (CVPR, 2016)

Latent source mining in FMRI data via deep neural network. - Heng Huang; Xintao Hu; Junwei Han 001; Jinglei Lv; Nian Liu 002; Lei Guo 002; Tianming Liu 001 (ISBI, 2016)

PiCANet: Learning Pixel-wise Contextual Attention in ConvNets and Its Application in Saliency Detection. - Nian Liu 002; Junwei Han 001 (CoRR, 2017)

PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection. - Nian Liu 002; Junwei Han 001; Ming-Hsuan Yang 001 (CVPR, 2018)

Online Multi-Object Tracking with Dual Matching Attention Networks. - Ji Zhu 002; Hua Yang 001; Nian Liu 002; Minyoung Kim; Wenjun Zhang 001; Ming-Hsuan Yang 001 (ECCV (5), 2018)

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey. - Junwei Han 001; Dingwen Zhang; Gong Cheng 003; Nian Liu 002; Dong Xu 001 (IEEE Signal Process. Mag., 2018)

CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion. - Junwei Han 001; Hao Chen 011; Nian Liu 002; Chenggang Yan 001; Xuelong Li 001 (IEEE Trans. Cybern., 2018)

A Deep Spatial Contextual Long-Term Recurrent Convolutional Network for Saliency Detection. - Nian Liu 002; Junwei Han 001 (IEEE Trans. Image Process., 2018)

Segmentation in Weakly Labeled Videos via a Semantic Ranking and Optical Warping Network. - Le Yang 008; Junwei Han 001; Dingwen Zhang; Nian Liu 002; Dong Zhang 009 (IEEE Trans. Image Process., 2018)

Attentive Linear Transformation for Image Captioning. - Senmao Ye; Junwei Han 001; Nian Liu 002 (IEEE Trans. Image Process., 2018)

Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks. - Nian Liu 002; Junwei Han 001; Tianming Liu 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Learning Selective Self-Mutual Attention for RGB-D Saliency Detection. - Nian Liu 002; Ni Zhang; Junwei Han 001 (CVPR, 2020)

PiCANet: Pixel-Wise Contextual Attention Learning for Accurate Saliency Detection. - Nian Liu 002; Junwei Han 001; Ming-Hsuan Yang 001 (IEEE Trans. Image Process., 2020)

Weakly Supervised Video Salient Object Detection. - Wangbo Zhao; Jing Zhang 052; Long Li 008; Nick Barnes; Nian Liu 002; Junwei Han 001 (CVPR, 2021)

Visual Saliency Transformer. - Nian Liu 002; Ni Zhang; Kaiyuan Wan; Ling Shao 001; Junwei Han 001 (ICCV, 2021)

Light Field Saliency Detection with Dual Local Graph Learning and Reciprocative Guidance. - Nian Liu 002; Wangbo Zhao; Dingwen Zhang; Junwei Han 001; Ling Shao 001 (ICCV, 2021)

Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection. - Ni Zhang; Junwei Han 001; Nian Liu 002; Ling Shao 001 (ICCV, 2021)

Context-aware Cross-level Fusion Network for Camouflaged Object Detection. - Yujia Sun; Geng Chen 001; Tao Zhou 002; Yi Zhang 076; Nian Liu 002 (IJCAI, 2021)

Light Field Saliency Detection with Dual Local Graph Learning andReciprocative Guidance. - Nian Liu 002; Wangbo Zhao; Dingwen Zhang; Junwei Han 001; Ling Shao 001 (CoRR, 2021)

AMDFNet: Adaptive multi-level deformable fusion network for RGB-D saliency detection. - Fei Li 030; Jiangbin Zheng 001; Yuanfang Zhang; Nian Liu 002; Wenjing Jia (Neurocomputing, 2021)

Rethinking feature aggregation for deep RGB-D salient object detection. - Yuanfang Zhang; Jiangbin Zheng 001; Long Li 008; Nian Liu 002; Wenjing Jia; Xiaochen Fan; Chengpei Xu; Xiangjian He (Neurocomputing, 2021)

SCG: Saliency and Contour Guided Salient Instance Segmentation. - Nian Liu 002; Wangbo Zhao; Ling Shao 001; Junwei Han 001 (IEEE Trans. Image Process., 2021)

Group Re-Identification With Group Context Graph Neural Networks. - Ji Zhu 002; Hua Yang 001; Weiyao Lin; Nian Liu 002; Jia Wang 004; Wenjun Zhang 001 (IEEE Trans. Multim., 2021)

Learning Non-target Knowledge for Few-shot Semantic Segmentation. - Yuanwei Liu; Nian Liu 002; Qinglong Cao; Xiwen Yao; Junwei Han 001; Ling Shao 001 (CVPR, 2022)

Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation. - Yuanwei Liu; Nian Liu 002; Xiwen Yao; Junwei Han 001 (NeurIPS, 2022)

Structured Attention Composition for Temporal Action Localization. - Le Yang 008; Junwei Han 001; Tao Zhao 006; Nian Liu 002; Dingwen Zhang (CoRR, 2022)

Scribble-Supervised Video Object Segmentation. - Peiliang Huang; Junwei Han 001; Nian Liu 002; Jun Ren; Dingwen Zhang (IEEE CAA J. Autom. Sinica, 2022)

Instance-Level Relative Saliency Ranking With Graph Reasoning. - Nian Liu 002; Long Li 008; Wangbo Zhao; Junwei Han 001; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection. - Nian Liu 002; Ni Zhang; Ling Shao 001; Junwei Han 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Disentangled Capsule Routing for Fast Part-Object Relational Saliency. - Yi Liu 038; Dingwen Zhang; Nian Liu 002; Shoukun Xu; Jungong Han (IEEE Trans. Image Process., 2022)

Learning Implicit Class Knowledge for RGB-D Co-Salient Object Detection With Transformers. - Ni Zhang; Junwei Han 001; Nian Liu 002 (IEEE Trans. Image Process., 2022)

Deep RGB-D Saliency Detection Without Depth. - Yuan-fang Zhang; Jiangbin Zheng 001; Wenjing Jia; Wenfeng Huang; Long Li 008; Nian Liu 002; Fei Li 030; Xiangjian He (IEEE Trans. Multim., 2022)

Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection. - Long Li 008; Junwei Han 001; Ni Zhang; Nian Liu 002; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Shahbaz Khan (CVPR, 2023)

Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt. - Hao Li 075; Dingwen Zhang; Nian Liu 002; Lechao Cheng; Yalun Dai; Chao Zhang; Xinggang Wang; Junwei Han 001 (CVPR, 2023)

Towards Instance-adaptive Inference for Federated Learning. - Chun-Mei Feng 001; Kai Yu 009; Nian Liu 002; Xinxing Xu; Salman Khan 001; Wangmeng Zuo (ICCV, 2023)

Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation. - Nian Liu 002; Kepan Nan; Wangbo Zhao; Yuanwei Liu; Xiwen Yao; Salman Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Junwei Han 001; Fahad Shahbaz Khan (ICCV, 2023)

Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt. - Hao Li 058; Dingwen Zhang; Nian Liu 002; Lechao Cheng; Yalun Dai; Chao Zhang; Xinggang Wang; Junwei Han 001 (CoRR, 2023)

Face De-Occlusion With Deep Cascade Guidance Learning. - Ni Zhang; Nian Liu 002; Junwei Han 001; Kaiyuan Wan; Ling Shao 001 (IEEE Trans. Multim., 2023)

Salient Object Detection via Integrity Learning. - Mingchen Zhuge; Deng-Ping Fan; Nian Liu 002; Dingwen Zhang; Dong Xu 001; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

TransGOP: Transformer-Based Gaze Object Prediction. - Binglu Wang; Chenxi Guo; Yang Jin; Haisheng Xia; Nian Liu 002 (AAAI, 2024)

GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding. - Hao Li 075; Dingwen Zhang; Yalun Dai; Nian Liu 002; Lechao Cheng; Jingfeng Li; Jingdong Wang 001; Junwei Han 001 (CVPR, 2024)

VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning. - Ziyang Luo; Nian Liu 002; Wangbo Zhao; Xuguang Yang; Dingwen Zhang; Deng-Ping Fan; Fahad Khan 001; Junwei Han 001 (CVPR, 2024)

CONDA: Condensed Deep Association Learning for Co-salient Object Detection. - Long Li 008; Nian Liu 002; Dingwen Zhang; Zhongyu Li 006; Salman Khan 001; Rao Muhammad Anwer; Hisham Cholakkal; Junwei Han 001; Fahad Shahbaz Khan (ECCV (50), 2024)

Learning Camouflaged Object Detection from Noisy Pseudo Label. - Jin Zhang 021; Ruiheng Zhang 001; Yanjiao Shi; Zhe Cao 001; Nian Liu 002; Fahad Shahbaz Khan (ECCV (1), 2024)

Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation. - Yuanwei Liu; Junwei Han 001; Xiwen Yao; Salman Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Nian Liu 002; Fahad Shahbaz Khan (ICML, 2024)

V2VSSC: A 3D Semantic Scene Completion Benchmark for Perception with Vehicle to Vehicle Communication. - Yuanfang Zhang; Junxuan Li; Kaiqing Luo; Yiying Yang; Jiayi Han; Nian Liu 002; Denghui Qin; Peng Han; Chengpei Xu (CoRR, 2024)

CalibNet: Dual-Branch Cross-Modal Calibration for RGB-D Salient Instance Segmentation. - Jialun Pei; Tao Jiang; He Tang; Nian Liu 002; Yueming Jin; Deng-Ping Fan; Pheng-Ann Heng (IEEE Trans. Image Process., 2024)

Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection. - Long Li 008; Junwei Han 001; Nian Liu 002; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Fahad Khan 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Contextual Dependency Vision Transformer for spectrogram-based multivariate time series analysis. - Jieru Yao; Longfei Han; Kaihui Yang; Guangyu Guo; Nian Liu 002; Xiankai Huang; Zhaohui Zheng 004; Dingwen Zhang; Junwei Han 001 (Neurocomputing, 2024)

CADC++: Advanced Consensus-Aware Dynamic Convolution for Co-Salient Object Detection. - Ni Zhang; Nian Liu 002; Fang Nan; Junwei Han 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Learning Complementary Spatial-Temporal Transformer for Video Salient Object Detection. - Nian Liu 002; Kepan Nan; Wangbo Zhao; Xiwen Yao; Junwei Han 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

BEVRefiner: Improving 3D Object Detection in Bird's-Eye-View via Dual Refinement. - Binglu Wang; Haowen Zheng; Lei Zhang 166; Nian Liu 002; Rao Muhammad Anwer; Hisham Cholakkal; Yongqiang Zhao 001; Zhijun Li 001 (IEEE Trans. Intell. Transp. Syst., 2024)

VST++: Efficient and Stronger Visual Saliency Transformer. - Nian Liu 002; Ziyang Luo; Ni Zhang; Junwei Han 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Pixel Distillation: Cost-Flexible Distillation Across Image Sizes and Heterogeneous Networks. - Guangyu Guo; Dingwen Zhang; Longfei Han; Nian Liu 002; Ming-Ming Cheng; Junwei Han 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Density-aware and Depth-aware Visual Representation for Zero-Shot Object Counting. - Fang Nan; Feng Tian 002; Ni Zhang; Nian Liu 002; Haonan Miao; Guang Dai; Mengmeng Wang 005 (ICASSP, 2025)

EM-Trans: Edge-Aware Multimodal Transformer for RGB-D Salient Object Detection. - Geng Chen 001; Qingyue Wang; Bo Dong 001; Ruitao Ma; Nian Liu 002; Huazhu Fu; Yong Xia 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining. - Qi Fan; Kaiqi Liu; Nian Liu 002; Hisham Cholakkal; Rao Muhammad Anwer; Wenbin Li 006; Yang Gao 001 (CoRR, 2025)

LLaVA-Endo: a large language-and-vision assistant for gastrointestinal endoscopy. - Jieru Yao; Xueran Li; Qiang Xie; Longfei Han; Yiwen Jia; Nian Liu 002; Dingwen Zhang; Junwei Han 001 (Frontiers Comput. Sci., 2025)

NTRENet++: Unleashing the Power of Non-Target Knowledge for Few-Shot Semantic Segmentation. - Yuanwei Liu; Nian Liu 002; Yi Wu; Hisham Cholakkal; Rao Muhammad Anwer; Xiwen Yao; Junwei Han 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models. - Ziyang Luo; Nian Liu 002; Xuguang Yang; Salman Khan 001; Rao Muhammad Anwer; Hisham Cholakkal; Fahad Shahbaz Khan; Junwei Han 001 (CoRR, 2025)

RAGNet: Large-scale Reasoning-based Affordance Segmentation Benchmark towards General Grasping. - Dongming Wu; Yanping Fu; Saike Huang; Yingfei Liu; Fan Jia; Nian Liu 002; Feng Dai; Tiancai Wang; Rao Muhammad Anwer; Fahad Shahbaz Khan; Jianbing Shen (CoRR, 2025)

AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation. - Ziyang Luo; Nian Liu 002; Fahad Shahbaz Khan; Junwei Han 001 (CoRR, 2025)

Composed Object Retrieval: Object-level Retrieval via Composed Expressions. - Tong Wang 022; Guanyu Yang 001; Nian Liu 002; Zongyan Han; Jinxing Zhou; Salman H. Khan 001; Fahad Shahbaz Khan (CoRR, 2025)

Advanced Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection. - Long Li 008; Huichao Xie; Nian Liu 002; Dingwen Zhang; Rao Muhammad Anwer; Hisham Cholakkal; Junwei Han 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Unsupervised Pre-Training With Language-Vision Prompts for Low-Data Instance Segmentation. - Dingwen Zhang; Hao Li 075; Diqi He; Nian Liu 002; Lechao Cheng; Jingdong Wang 001; Junwei Han 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)