Nian Liu

South China Agricultural University — China

Computer Science · Physical Sciences

35h-index7.2kcitations167works4.62yr avg
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Research Topics

Visual Attention and Saliency Detection(56), Advanced Image and Video Retrieval Techniques(42), Advanced Neural Network Applications(35), Olfactory and Sensory Function Studies(17), Video Surveillance and Tracking Methods(12)

Publications167 total

Visual-guided human-object interaction detection
Visual Intelligence·2025Open Access
VSCode-v2: Dynamic Prompt Learning for General Visual Salient and Camouflaged Object Detection With Two-Stage Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Saliency-R1: Incentivizing Unified Saliency Reasoning Capability in MLLM with Confidence-Guided Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Heterogeneous Value Alignment Evaluation for Large Language Models
Lecture notes in computer science·2025
Semi-supervised medical image segmentation with joint pseudo supervision
Machine Vision and Applications·2025· 2 cited
Bridge the Intra-Class Gap: K-Shot Multi-Scale Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
RAGNet: Large-scale Reasoning-based Affordance Segmentation Benchmark towards General Grasping
arXiv (Cornell University)·2025Open Access
TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models
arXiv (Cornell University)·2025Open Access
Unsupervised Pre-Training With Language-Vision Prompts for Low-Data Instance Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 13 cited
Advanced Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 1 cited
VQKD: A Novel Model for Quantum Key Distribution Network
2025
A Quantum Routing Model and Protocol Suitable for User Private Networks
2025
A Self-Synchronization Scheme of Quantum Key Transmission Based on Dual Key Pools
2025
Research on Secure Delivery of Quantum Key Based on Tickets
2025
Unsupervised Learning for Class Distribution Mismatch
arXiv (Cornell University)·2025Open Access
Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining
arXiv (Cornell University)·2025Open Access
Piezotronic transistor based on strained GaN with high hole mobility
Nano Energy·2025
Density-aware and Depth-aware Visual Representation for Zero-Shot Object Counting
2025· 1 cited
MTMU: Multi-domain Transformation based Mamba-UNet designed for unruptured intracranial aneurysm segmentation
BMC Medical Imaging·2025· 4 citedOpen Access
Plant Height Estimation in Corn Fields Based on Column Space Segmentation Algorithm
Agriculture·2025· 2 citedOpen Access
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Frequent Co-authors

Junwei Han(30), Dingwen Zhang(9), Ling Shao(8), Ni Zhang(6), Wangbo Zhao(5), Ming–Hsuan Yang(4), Deng-Ping Fan(3), Geng Chen(3), Fuqiang Xu(3), Fahmeed Hyder(3), Gordon M. Shepherd(3), Xiwen Yao(3), Long Li(3), Dong Xu(2), Xuelong Li(2), Ji Zhu(2), Hua Yang(2), Wenjun Zhang(2), Mingchen Zhuge(2), Yujia Sun(2)