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Nian Liu

37 papers · 2015–2026 · 10 conferences · across top CS/AI conferences

Achievements

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+12 more ↓ πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (10) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge
πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (53) 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (18) πŸ‘‘ Triple Crown πŸ† Grand Slam 🧬 Topic Evolution πŸ’Ž Century Club (35) πŸ—ƒοΈ Keyword Collector (166) πŸ”₯ Unstoppable (6) ⚑ Prolific Year (10) πŸš€ Conference Pioneer

Conferences

CVPR (11) ICCV (8) NIPS (5) AAAI (3) ECCV (3) ICML (3) ACL (1) ICLR (1) IJCAI (1) OSDI (1)

Top co-authors

Junwei Han (19) Fahad Shahbaz Khan (8) Dingwen Zhang (6) Salman Khan (6) Hisham Cholakkal (6) Rao Muhammad Anwer (6) Wangbo Zhao (5) Xiao Wang (4) Ling Shao (4) Ni Zhang (4)

Keywords

semantic segmentation (6) convolutional neural network (4) multimodal learning (4) salient object detection (4) graph neural network (4) image segmentation (3) few-shot learning (3) saliency detection (3) attention mechanism (3) graph contrastive learning (2) transformer architecture (2) few-shot semantic segmentation (2) audio-visual segmentation (2) graph augmentation (2) prototype learning (2) multi-modal learning (2) instance segmentation (2) self-supervised learning (2) representation learning (2) feature fusion (2)

Papers

AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation AAAI 2026 Video Echoed in Music: Semantic, Temporal, and Rhythmic Alignment for Video-to-Music Generation AAAI 2026 RAGNet: Large-scale Reasoning-based Affordance Segmentation Benchmark towards General Grasping ICCV 2025 TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models ICCV 2025 FiDeLiS: Faithful Reasoning in Large Language Models for Knowledge Graph Question Answering ACL 2025 A General Graph Spectral Wavelet Convolution via Chebyshev Order Decomposition ICML 2025 Adapting In-Domain Few-Shot Segmentation to New Domains without Source Domain Retraining ICCV 2025 Unsupervised Learning for Class Distribution Mismatch ICML 2025 VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning CVPR 2024 Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation ICML 2024 AnySkill: Learning Open-Vocabulary Physical Skill for Interactive Agents CVPR 2024 Learning Camouflaged Object Detection from Noisy Pseudo Label ECCV 2024 CONDA: Condensed Deep Association Learning for Co-Salient Object Detection. ECCV 2024 CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents ICLR 2024 Microkernel Goes General: Performance and Compatibility in the HongMeng Production Microkernel OSDI 2024 Uncovering the Redundancy in Graph Self-supervised Learning Models NIPS 2024 TransGOP: Transformer-Based Gaze Object Prediction AAAI 2024 GP-NeRF: Generalized Perception NeRF for Context-Aware 3D Scene Understanding CVPR 2024 Learning Invariant Representations of Graph Neural Networks via Cluster Generalization NIPS 2023 Multi-grained Temporal Prototype Learning for Few-shot Video Object Segmentation ICCV 2023 Provable Training for Graph Contrastive Learning NIPS 2023 Towards Instance-adaptive Inference for Federated Learning ICCV 2023 Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection CVPR 2023 Boosting Low-Data Instance Segmentation by Unsupervised Pre-Training With Saliency Prompt CVPR 2023 Revisiting Graph Contrastive Learning from the Perspective of Graph Spectrum NIPS 2022 Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation NIPS 2022 Learning Non-Target Knowledge for Few-Shot Semantic Segmentation CVPR 2022 Visual Saliency Transformer ICCV 2021 Summarize and Search: Learning Consensus-Aware Dynamic Convolution for Co-Saliency Detection ICCV 2021 Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance ICCV 2021 Context-aware Cross-level Fusion Network for Camouflaged Object Detection IJCAI 2021 Weakly Supervised Video Salient Object Detection CVPR 2021 Learning Selective Self-Mutual Attention for RGB-D Saliency Detection CVPR 2020 Online Multi-Object Tracking with Dual Matching Attention Networks ECCV 2018 PiCANet: Learning Pixel-Wise Contextual Attention for Saliency Detection CVPR 2018 DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection CVPR 2016 Predicting Eye Fixations Using Convolutional Neural Networks CVPR 2015