Nian Liu

94 papers A* 20Misc 1Journal 69Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation.
AAAI
Ziyang Luo, Nian Liu, Fahad Shahbaz Khan, Junwei Han
2026 J jnl
VSCode-v2: Dynamic Prompt Learning for General Visual Salient and Camouflaged Object Detection With Two-Stage Optimization.
IEEE Trans. Pattern Anal. Mach. Intell.
Ziyang Luo, Nian Liu, Xuguang Yang, Dingwen Zhang, Deng-Ping Fan, Fahad Shahbaz Khan, Junwei Han
2025 J jnl
AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation.
CoRR
Ziyang Luo, Nian Liu, Fahad Shahbaz Khan, Junwei Han
2025 J jnl
Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining.
CoRR
Qi Fan, Kaiqi Liu, Nian Liu, Hisham Cholakkal, Rao Muhammad Anwer, Wenbin Li, Yang Gao
2025 J jnl
Advanced Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Long Li, Huichao Xie, Nian Liu, Dingwen Zhang, Rao Muhammad Anwer, Hisham Cholakkal, Junwei Han
2025 J jnl
Bridge the Intra-Class Gap: K-Shot Multi-Scale Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuanwei Liu, Nian Liu, Tao Jiang, Xiwen Yao, Rao Muhammad Anwer, Hisham Cholakkal, Junwei Han
2025 J jnl
CoT-Saliency: Unified Chain-of-Thought Reasoning for Heterogeneous Saliency Tasks.
CoRR
Long Li, Shuichen Ji, Ziyang Luo, Nian Liu, Dingwen Zhang, Junwei Han
2025 J jnl
Composed Object Retrieval: Object-level Retrieval via Composed Expressions.
CoRR
Tong Wang, Guanyu Yang, Nian Liu, Zongyan Han, Jinxing Zhou, Salman H. Khan, Fahad Shahbaz Khan
2025 Misc conf
Density-aware and Depth-aware Visual Representation for Zero-Shot Object Counting.
ICASSP
Fang Nan, Feng Tian, Ni Zhang, Nian Liu, Haonan Miao, Guang Dai, Mengmeng Wang
2025 J jnl
Diversity Has Always Been There in Your Visual Autoregressive Models.
CoRR
Tong Wang, Guanyu Yang, Nian Liu, Kai Wang, Yaxing Wang, Abdelrahman M. Shaker, Salman H. Khan, Fahad Shahbaz Khan, Senmao Li
2025 J jnl
EM-Trans: Edge-Aware Multimodal Transformer for RGB-D Salient Object Detection.
IEEE Trans. Neural Networks Learn. Syst.
Geng Chen, Qingyue Wang, Bo Dong, Ruitao Ma, Nian Liu, Huazhu Fu, Yong Xia
2025 J jnl
LLaVA-Endo: a large language-and-vision assistant for gastrointestinal endoscopy.
Frontiers Comput. Sci.
Jieru Yao, Xueran Li, Qiang Xie, Longfei Han, Yiwen Jia, Nian Liu, Dingwen Zhang, Junwei Han
2025 J jnl
NTRENet++: Unleashing the Power of Non-Target Knowledge for Few-Shot Semantic Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Yuanwei Liu, Nian Liu, Yi Wu, Hisham Cholakkal, Rao Muhammad Anwer, Xiwen Yao, Junwei Han
2025 J jnl
RAGNet: Large-scale Reasoning-based Affordance Segmentation Benchmark towards General Grasping.
CoRR
Dongming Wu, Yanping Fu, Saike Huang, Yingfei Liu, Fan Jia, Nian Liu, Feng Dai, Tiancai Wang, Rao Muhammad Anwer, Fahad Shahbaz Khan, Jianbing Shen
2025 J jnl
TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models.
CoRR
Ziyang Luo, Nian Liu, Xuguang Yang, Salman Khan, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Junwei Han
2025 J jnl
Unsupervised Pre-Training With Language-Vision Prompts for Low-Data Instance Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Dingwen Zhang, Hao Li, Diqi He, Nian Liu, Lechao Cheng, Jingdong Wang, Junwei Han
2025 J jnl
Visual-guided human-object interaction detection.
Vis. Intell.
Fang Nan, Ni Zhang, Nian Liu, Haochen Han, Binglu Wang
2024 J jnl
BEVRefiner: Improving 3D Object Detection in Bird's-Eye-View via Dual Refinement.
IEEE Trans. Intell. Transp. Syst.
Binglu Wang, Haowen Zheng, Lei Zhang, Nian Liu, Rao Muhammad Anwer, Hisham Cholakkal, Yongqiang Zhao, Zhijun Li
2024 A* conf
Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation.
ICML
Yuanwei Liu, Junwei Han, Xiwen Yao, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Nian Liu, Fahad Shahbaz Khan
2024 J jnl
CADC++: Advanced Consensus-Aware Dynamic Convolution for Co-Salient Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Ni Zhang, Nian Liu, Fang Nan, Junwei Han
2024 — conf
CONDA: Condensed Deep Association Learning for Co-salient Object Detection.
ECCV (50)
Long Li, Nian Liu, Dingwen Zhang, Zhongyu Li, Salman Khan, Rao Muhammad Anwer, Hisham Cholakkal, Junwei Han, Fahad Shahbaz Khan
2024 J jnl
CalibNet: Dual-Branch Cross-Modal Calibration for RGB-D Salient Instance Segmentation.
IEEE Trans. Image Process.
Jialun Pei, Tao Jiang, He Tang, Nian Liu, Yueming Jin, Deng-Ping Fan, Pheng-Ann Heng
2024 J jnl
Contextual Dependency Vision Transformer for spectrogram-based multivariate time series analysis.
Neurocomputing
Jieru Yao, Longfei Han, Kaihui Yang, Guangyu Guo, Nian Liu, Xiankai Huang, Zhaohui Zheng, Dingwen Zhang, Junwei Han
2024 A* conf
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding.
CVPR
Hao Li, Dingwen Zhang, Yalun Dai, Nian Liu, Lechao Cheng, Jingfeng Li, Jingdong Wang, Junwei Han
2024 — conf
Learning Camouflaged Object Detection from Noisy Pseudo Label.
ECCV (1)
Jin Zhang, Ruiheng Zhang, Yanjiao Shi, Zhe Cao, Nian Liu, Fahad Shahbaz Khan
2024 J jnl
Learning Camouflaged Object Detection from Noisy Pseudo Label.
CoRR
Jin Zhang, Ruiheng Zhang, Yanjiao Shi, Zhe Cao, Nian Liu, Fahad Shahbaz Khan
2024 J jnl
Learning Complementary Spatial-Temporal Transformer for Video Salient Object Detection.
IEEE Trans. Neural Networks Learn. Syst.
Nian Liu, Kepan Nan, Wangbo Zhao, Xiwen Yao, Junwei Han
2024 J jnl
Pixel Distillation: Cost-Flexible Distillation Across Image Sizes and Heterogeneous Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Guangyu Guo, Dingwen Zhang, Longfei Han, Nian Liu, Ming-Ming Cheng, Junwei Han
2024 J jnl
Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Long Li, Junwei Han, Nian Liu, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Khan
2024 A* conf
TransGOP: Transformer-Based Gaze Object Prediction.
AAAI
Binglu Wang, Chenxi Guo, Yang Jin, Haisheng Xia, Nian Liu
2024 J jnl
TransGOP: Transformer-Based Gaze Object Prediction.
CoRR
Binglu Wang, Chenxi Guo, Yang Jin, Haisheng Xia, Nian Liu
2024 J jnl
Unsupervised Pre-training with Language-Vision Prompts for Low-Data Instance Segmentation.
CoRR
Dingwen Zhang, Hao Li, Diqi He, Nian Liu, Lechao Cheng, Jingdong Wang, Junwei Han
2024 J jnl
V2VSSC: A 3D Semantic Scene Completion Benchmark for Perception with Vehicle to Vehicle Communication.
CoRR
Yuanfang Zhang, Junxuan Li, Kaiqing Luo, Yiying Yang, Jiayi Han, Nian Liu, Denghui Qin, Peng Han, Chengpei Xu
2024 A* conf
VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning.
CVPR
Ziyang Luo, Nian Liu, Wangbo Zhao, Xuguang Yang, Dingwen Zhang, Deng-Ping Fan, Fahad Khan, Junwei Han
2024 J jnl
VST++: Efficient and Stronger Visual Saliency Transformer.
IEEE Trans. Pattern Anal. Mach. Intell.
Nian Liu, Ziyang Luo, Ni Zhang, Junwei Han
2023 A* conf
Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt.
CVPR
Hao Li, Dingwen Zhang, Nian Liu, Lechao Cheng, Yalun Dai, Chao Zhang, Xinggang Wang, Junwei Han
2023 J jnl
Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt.
CoRR
Hao Li, Dingwen Zhang, Nian Liu, Lechao Cheng, Yalun Dai, Chao Zhang, Xinggang Wang, Junwei Han
2023 J jnl
CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance Segmentation.
CoRR
Jialun Pei, Tao Jiang, He Tang, Nian Liu, Yueming Jin, Deng-Ping Fan, Pheng-Ann Heng
2023 A* conf
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection.
CVPR
Long Li, Junwei Han, Ni Zhang, Nian Liu, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan
2023 J jnl
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection.
CoRR
Long Li, Junwei Han, Ni Zhang, Nian Liu, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan
2023 J jnl
Face De-Occlusion With Deep Cascade Guidance Learning.
IEEE Trans. Multim.
Ni Zhang, Nian Liu, Junwei Han, Kaiyuan Wan, Ling Shao
2023 J jnl
GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding.
CoRR
Hao Li, Dingwen Zhang, Yalun Dai, Nian Liu, Lechao Cheng, Jingfeng Li, Jingdong Wang, Junwei Han
2023 A* conf
Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation.
ICCV
Nian Liu, Kepan Nan, Wangbo Zhao, Yuanwei Liu, Xiwen Yao, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Junwei Han, Fahad Shahbaz Khan
2023 J jnl
Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation.
CoRR
Nian Liu, Kepan Nan, Wangbo Zhao, Yuanwei Liu, Xiwen Yao, Salman H. Khan, Hisham Cholakkal, Rao Muhammad Anwer, Junwei Han, Fahad Shahbaz Khan
2023 J jnl
Salient Object Detection via Integrity Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Mingchen Zhuge, Deng-Ping Fan, Nian Liu, Dingwen Zhang, Dong Xu, Ling Shao
2023 A* conf
Towards Instance-adaptive Inference for Federated Learning.
ICCV
Chun-Mei Feng, Kai Yu, Nian Liu, Xinxing Xu, Salman Khan, Wangmeng Zuo
2023 J jnl
Towards Instance-adaptive Inference for Federated Learning.
CoRR
Chun-Mei Feng, Kai Yu, Nian Liu, Xinxing Xu, Salman Khan, Wangmeng Zuo
2023 J jnl
VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning.
CoRR
Ziyang Luo, Nian Liu, Wangbo Zhao, Xuguang Yang, Dingwen Zhang, Deng-Ping Fan, Fahad Khan, Junwei Han
2023 J jnl
VST++: Efficient and Stronger Visual Saliency Transformer.
CoRR
Nian Liu, Ziyang Luo, Ni Zhang, Junwei Han
2022 J jnl
Deep RGB-D Saliency Detection Without Depth.
IEEE Trans. Multim.
Yuan-fang Zhang, Jiangbin Zheng, Wenjing Jia, Wenfeng Huang, Long Li, Nian Liu, Fei Li, Xiangjian He
2022 J jnl
Disentangled Capsule Routing for Fast Part-Object Relational Saliency.
IEEE Trans. Image Process.
Yi Liu, Dingwen Zhang, Nian Liu, Shoukun Xu, Jungong Han
2022 J jnl
Instance-Level Relative Saliency Ranking With Graph Reasoning.
IEEE Trans. Pattern Anal. Mach. Intell.
Nian Liu, Long Li, Wangbo Zhao, Junwei Han, Ling Shao
2022 A* conf
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation.
NeurIPS
Yuanwei Liu, Nian Liu, Xiwen Yao, Junwei Han
2022 J jnl
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation.
CoRR
Yuanwei Liu, Nian Liu, Xiwen Yao, Junwei Han
2022 J jnl
Learning Implicit Class Knowledge for RGB-D Co-Salient Object Detection With Transformers.
IEEE Trans. Image Process.
Ni Zhang, Junwei Han, Nian Liu
2022 A* conf
Learning Non-target Knowledge for Few-shot Semantic Segmentation.
CVPR
Yuanwei Liu, Nian Liu, Qinglong Cao, Xiwen Yao, Junwei Han, Ling Shao
2022 J jnl
Learning Non-target Knowledge for Few-shot Semantic Segmentation.
CoRR
Yuanwei Liu, Nian Liu, Qinglong Cao, Xiwen Yao, Junwei Han, Ling Shao
2022 J jnl
Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Nian Liu, Ni Zhang, Ling Shao, Junwei Han
2022 J jnl
Scribble-Supervised Video Object Segmentation.
IEEE CAA J. Autom. Sinica
Peiliang Huang, Junwei Han, Nian Liu, Jun Ren, Dingwen Zhang
2022 J jnl
Structured Attention Composition for Temporal Action Localization.
CoRR
Le Yang, Junwei Han, Tao Zhao, Nian Liu, Dingwen Zhang
2021 J jnl
AMDFNet: Adaptive multi-level deformable fusion network for RGB-D saliency detection.
Neurocomputing
Fei Li, Jiangbin Zheng, Yuanfang Zhang, Nian Liu, Wenjing Jia
2021 A* conf
Context-aware Cross-level Fusion Network for Camouflaged Object Detection.
IJCAI
Yujia Sun, Geng Chen, Tao Zhou, Yi Zhang, Nian Liu
2021 J jnl
Context-aware Cross-level Fusion Network for Camouflaged Object Detection.
CoRR
Yujia Sun, Geng Chen, Tao Zhou, Yi Zhang, Nian Liu
2021 J jnl
Group Re-Identification With Group Context Graph Neural Networks.
IEEE Trans. Multim.
Ji Zhu, Hua Yang, Weiyao Lin, Nian Liu, Jia Wang, Wenjun Zhang
2021 J jnl
Instance-Level Relative Saliency Ranking with Graph Reasoning.
CoRR
Nian Liu, Long Li, Wangbo Zhao, Junwei Han, Ling Shao
2021 A* conf
Light Field Saliency Detection with Dual Local Graph Learning and Reciprocative Guidance.
ICCV
Nian Liu, Wangbo Zhao, Dingwen Zhang, Junwei Han, Ling Shao
2021 J jnl
Light Field Saliency Detection with Dual Local Graph Learning andReciprocative Guidance.
CoRR
Nian Liu, Wangbo Zhao, Dingwen Zhang, Junwei Han, Ling Shao
2021 J jnl
Rethinking feature aggregation for deep RGB-D salient object detection.
Neurocomputing
Yuanfang Zhang, Jiangbin Zheng, Long Li, Nian Liu, Wenjing Jia, Xiaochen Fan, Chengpei Xu, Xiangjian He
2021 J jnl
SCG: Saliency and Contour Guided Salient Instance Segmentation.
IEEE Trans. Image Process.
Nian Liu, Wangbo Zhao, Ling Shao, Junwei Han
2021 J jnl
Salient Object Detection via Integrity Learning.
CoRR
Mingchen Zhuge, Deng-Ping Fan, Nian Liu, Dingwen Zhang, Dong Xu, Ling Shao
2021 A* conf
Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection.
ICCV
Ni Zhang, Junwei Han, Nian Liu, Ling Shao
2021 J jnl
Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection.
CoRR
Ni Zhang, Junwei Han, Nian Liu, Ling Shao
2021 A* conf
Visual Saliency Transformer.
ICCV
Nian Liu, Ni Zhang, Kaiyuan Wan, Ling Shao, Junwei Han
2021 J jnl
Visual Saliency Transformer.
CoRR
Nian Liu, Ni Zhang, Kaiyuan Wan, Junwei Han, Ling Shao
2021 A* conf
Weakly Supervised Video Salient Object Detection.
CVPR
Wangbo Zhao, Jing Zhang, Long Li, Nick Barnes, Nian Liu, Junwei Han
2021 J jnl
Weakly Supervised Video Salient Object Detection.
CoRR
Wangbo Zhao, Jing Zhang, Long Li, Nick Barnes, Nian Liu, Junwei Han
2020 J jnl
Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection.
CoRR
Nian Liu, Ni Zhang, Ling Shao, Junwei Han
2020 A* conf
Learning Selective Self-Mutual Attention for RGB-D Saliency Detection.
CVPR
Nian Liu, Ni Zhang, Junwei Han
2020 J jnl
PiCANet: Pixel-Wise Contextual Attention Learning for Accurate Saliency Detection.
IEEE Trans. Image Process.
Nian Liu, Junwei Han, Ming-Hsuan Yang
2019 J jnl
Online Multi-Object Tracking with Dual Matching Attention Networks.
CoRR
Ji Zhu, Hua Yang, Nian Liu, Minyoung Kim, Wenjun Zhang, Ming-Hsuan Yang
2018 J jnl
A Deep Spatial Contextual Long-Term Recurrent Convolutional Network for Saliency Detection.
IEEE Trans. Image Process.
Nian Liu, Junwei Han
2018 J jnl
Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey.
IEEE Signal Process. Mag.
Junwei Han, Dingwen Zhang, Gong Cheng, Nian Liu, Dong Xu
2018 J jnl
Attentive Linear Transformation for Image Captioning.
IEEE Trans. Image Process.
Senmao Ye, Junwei Han, Nian Liu
2018 J jnl
CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion.
IEEE Trans. Cybern.
Junwei Han, Hao Chen, Nian Liu, Chenggang Yan, Xuelong Li
2018 J jnl
Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Nian Liu, Junwei Han, Tianming Liu, Xuelong Li
2018 — conf
Online Multi-Object Tracking with Dual Matching Attention Networks.
ECCV (5)
Ji Zhu, Hua Yang, Nian Liu, Minyoung Kim, Wenjun Zhang, Ming-Hsuan Yang
2018 A* conf
PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection.
CVPR
Nian Liu, Junwei Han, Ming-Hsuan Yang
2018 J jnl
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection.
CoRR
Nian Liu, Junwei Han, Ming-Hsuan Yang
2018 J jnl
Segmentation in Weakly Labeled Videos via a Semantic Ranking and Optical Warping Network.
IEEE Trans. Image Process.
Le Yang, Junwei Han, Dingwen Zhang, Nian Liu, Dong Zhang
2017 J jnl
PiCANet: Learning Pixel-wise Contextual Attention in ConvNets and Its Application in Saliency Detection.
CoRR
Nian Liu, Junwei Han
2016 J jnl
A Deep Spatial Contextual Long-term Recurrent Convolutional Network for Saliency Detection.
CoRR
Nian Liu, Junwei Han
2016 A* conf
DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection.
CVPR
Nian Liu, Junwei Han
2016 — conf
Latent source mining in FMRI data via deep neural network.
ISBI
Heng Huang, Xintao Hu, Junwei Han, Jinglei Lv, Nian Liu, Lei Guo, Tianming Liu
2015 A* conf
Predicting eye fixations using convolutional neural networks.
CVPR
Nian Liu, Junwei Han, Dingwen Zhang, Shifeng Wen, Tianming Liu