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Yuan Xie

90 papers · 2017–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (11) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (8) πŸ—ΊοΈ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🏠 Conference Loyalist (24) 🀝 Dynamic Duo (45) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (16) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸš€ Conference Pioneer ⚑ Prolific Year (8) πŸ—ƒοΈ Keyword Collector (345) πŸ’Ž Century Club (84) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (9)

Conferences

AAAI (30) CVPR (20) IJCAI (9) NIPS (9) ICCV (8) ECCV (5) ICLR (4) ICML (3) INTERSPEECH (1) OSDI (1)

Top co-authors

Yanyun Qu (47) Zhizhong Zhang (34) Xin Tan (25) Lizhuang Ma (22) Yachao Zhang (14) Jingyu Gong (8) Lei Deng (8) Shaohui Lin (8) Xiaotong Luo (6) Jiangming Shi (6)

Research topics

Systems (1)

Keywords

semantic segmentation (15) point cloud (9) knowledge distillation (8) model compression (8) image restoration (7) contrastive learning (7) representation learning (7) self-supervised learning (5) continual learning (5) convolutional neural network (5) attention mechanism (5) graph neural network (4) point cloud segmentation (4) 3d gaussian splatting (4) semi-supervised learning (4) few-shot learning (4) vision-language model (4) prototype learning (3) catastrophic forgetting (3) anomaly detection (3)

Papers

Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective AAAI 2026
Multi-Step Deformable Gaussian Splatting for Dynamic Scene Rendering AAAI 2026
Diffusion Implicit Policy for Unpaired Scene-aware Motion Synthesis AAAI 2026
Zero-Shot Robotic Manipulation via 3D Gaussian Splatting-Enhanced Multimodal Retrieval-Augmented Generation AAAI 2026
PC-CrossDiff: Point-Cluster Dual-Level Cross-Modal Differential Attention for Unified 3D Referring and Segmentation AAAI 2026
Human Motion Synthesis in 3D Scenes via Unified Scene Semantic Occupancy AAAI 2026
Large Continual Instruction Assistant ICML 2025
One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025
DrivingForward: Feed-forward 3D Gaussian Splatting for Driving Scene Reconstruction from Flexible Surround-view Input AAAI 2025
Omni-Query Active Learning for Source-Free Domain Adaptive Cross-Modality 3D Semantic Segmentation AAAI 2025
MaskViM: Domain Generalized Semantic Segmentation with State Space Models AAAI 2025
FastLGS: Speeding Up Language Embedded Gaussians with Feature Grid Mapping AAAI 2025
Task-Aware Prompt Gradient Projection for Parameter-Efficient Tuning Federated Class-Incremental Learning ICCV 2025
Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025
From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning ICCV 2025
Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification NIPS 2024
Prompt Gradient Projection for Continual Learning ICLR 2024
UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior NIPS 2024
Multi-Prototype Space Learning for Commonsense-Based Scene Graph Generation AAAI 2024
Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation AAAI 2024
AdaFormer: Efficient Transformer with Adaptive Token Sparsification for Image Super-resolution AAAI 2024
SkipDiff: Adaptive Skip Diffusion Model for High-Fidelity Perceptual Image Super-resolution AAAI 2024
Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection AAAI 2024
Cross-Modal Match for Language Conditioned 3D Object Grounding AAAI 2024
Efficient Lightweight Image Denoising with Triple Attention Transformer AAAI 2024
CLIP-Guided Federated Learning on Heterogeneity and Long-Tailed Data AAAI 2024
Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NIPS 2024
Harmonizing Visual Text Comprehension and Generation NIPS 2024
Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer CVPR 2024
COTR: Compact Occupancy TRansformer for Vision-based 3D Occupancy Prediction CVPR 2024
PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection CVPR 2024
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception CVPR 2024
Multi-Memory Matching for Unsupervised Visible-Infrared Person Re-Identification ECCV 2024
MoEC: Mixture of Expert Clusters AAAI 2023
Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis CVPR 2023
Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference CVPR 2023
Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling CVPR 2023
VS-Boost: Boosting Visual-Semantic Association for Generalized Zero-Shot Learning IJCAI 2023
Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution NIPS 2023
Instance and Category Supervision are Alternate Learners for Continual Learning ICCV 2023
LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware Alignment ICCV 2023
Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-Identification ICCV 2023
Weakly Supervised 3D Segmentation via Receptive-Driven Pseudo Label Consistency and Structural Consistency AAAI 2023
CVTE-Poly: A New Benchmark for Chinese Polyphone Disambiguation INTERSPEECH 2023
High-Resolution GAN Inversion for Degraded Images in Large Diverse Datasets AAAI 2023
SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023
Effective Model Sparsification by Scheduled Grow-and-Prune Methods ICLR 2022
Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection AAAI 2022
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022
Toward Robust Spiking Neural Network Against Adversarial Perturbation NIPS 2022
Optimization over Disentangled Encoding: Unsupervised Cross-Domain Point Cloud Completion via Occlusion Factor Manipulation ECCV 2022
En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022
CHEX: CHannel EXploration for CNN Model Compression CVPR 2022
LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints CVPR 2022
HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization CVPR 2022
Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection ECCV 2022
Optimal Transport for Label-Efficient Visible-Infrared Person Re-identification ECCV 2022
Self-supervised Models are Good Teaching Assistants for Vision Transformers ICML 2022
Task-Level Self-Supervision for Cross-Domain Few-Shot Learning AAAI 2022
Structured Semantic Transfer for Multi-Label Recognition with Partial Labels AAAI 2022
Learn from Concepts: Towards the Purified Memory for Few-shot Learning IJCAI 2021
Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds AAAI 2021
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud AAAI 2021
Contrastive Learning for Compact Single Image Dehazing CVPR 2021
Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification CVPR 2021
Discrete-Continuous Action Space Policy Gradient-Based Attention for Image-Text Matching CVPR 2021
Omni-Supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning CVPR 2021
Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation ICCV 2021
Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 2021
Dual Reweighting Domain Generalization for Face Presentation Attack Detection IJCAI 2021
Towards Compact Single Image Super-Resolution via Contrastive Self-distillation IJCAI 2021
GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs OSDI 2021
Distilling Image Dehazing With Heterogeneous Task Imitation CVPR 2020
SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor IJCAI 2020
Patch Proposal Network for Fast Semantic Segmentation of High-Resolution Images AAAI 2020
Latent Regularized Generative Dual Adversarial Network For Abnormal Detection IJCAI 2020
Hierarchical Knowledge Squeezed Adversarial Network Compression AAAI 2020
Meta Segmentation Network for Ultra-Resolution Medical Images IJCAI 2020
LatticeNet: Towards Lightweight Image Super-resolution with Lattice Block ECCV 2020
Boosting Deep Neural Network Efficiency with Dual-Module Inference ICML 2020
Semi-Supervised Video Salient Object Detection Using Pseudo-Labels ICCV 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better AAAI 2019
Enhanced Pix2pix Dehazing Network CVPR 2019
Dynamic Sparse Graph for Efficient Deep Learning ICLR 2019
Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy ICLR 2019
Flow Guided Recurrent Neural Encoder for Video Salient Object Detection CVPR 2018
TETRIS: TilE-matching the TRemendous Irregular Sparsity NIPS 2018
Designing by Training: Acceleration Neural Network for Fast High-Dimensional Convolution NIPS 2018
HitNet: Hybrid Ternary Recurrent Neural Network NIPS 2018
Instance-Level Salient Object Segmentation CVPR 2017