Yuan Xie

CompBench: Benchmarking Complex Instruction-guided Image Editing CVPR 2026 Degradation-Consistent Test-Time Adaptation for All-in-One Image Restoration CVPR 2026 Diffusion Implicit Policy for Unpaired Scene-aware Motion Synthesis AAAI 2026 Direct Segmentation without Logits Optimization for Training-Free Open-Vocabulary Semantic Segmentation CVPR 2026 Explore with Long-term Memory: A Benchmark and Multimodal LLM-based Reinforcement Learning Framework for Embodied Exploration CVPR 2026 Human Motion Synthesis in 3D Scenes via Unified Scene Semantic Occupancy AAAI 2026 Multi-Step Deformable Gaussian Splatting for Dynamic Scene Rendering AAAI 2026 NaviMaster: Learning a Unified Policy for GUI and Embodied Navigation Tasks ACL 2026 PC-CrossDiff: Point-Cluster Dual-Level Cross-Modal Differential Attention for Unified 3D Referring and Segmentation AAAI 2026 RECAP: Resistance Capture in Text-based Mental Health Counseling with Large Language Models CoNLL 2026 S2D: Sparse to Dense Lifting for 3D Reconstruction with Minimal Inputs CVPR 2026 SAIDO: Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided Dynamic Optimization in Continual Learning CVPR 2026 Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective AAAI 2026 UniLDiff: Unlocking the Power of Diffusion Priors for All-in-One Image Restoration CVPR 2026 UZ3DVG: Unaided Zero-Shot 3D Visual Grounding with Generated Language Conditions CVPR 2026 Zero-Shot Robotic Manipulation via 3D Gaussian Splatting-Enhanced Multimodal Retrieval-Augmented Generation AAAI 2026 DrivingForward: Feed-forward 3D Gaussian Splatting for Driving Scene Reconstruction from Flexible Surround-view Input AAAI 2025 FastLGS: Speeding Up Language Embedded Gaussians with Feature Grid Mapping AAAI 2025 From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning ICCV 2025 Large Continual Instruction Assistant ICML 2025 MaskViM: Domain Generalized Semantic Segmentation with State Space Models AAAI 2025 Multi-Schema Proximity Network for Composed Image Retrieval ICCV 2025 Omni-Query Active Learning for Source-Free Domain Adaptive Cross-Modality 3D Semantic Segmentation AAAI 2025 One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025 Task-Aware Prompt Gradient Projection for Parameter-Efficient Tuning Federated Class-Incremental Learning ICCV 2025 AdaFormer: Efficient Transformer with Adaptive Token Sparsification for Image Super-resolution AAAI 2024 Beyond the Label Itself: Latent Labels Enhance Semi-supervised Point Cloud Panoptic Segmentation AAAI 2024 Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception CVPR 2024 CLIP-Guided Federated Learning on Heterogeneity and Long-Tailed Data AAAI 2024 COTR: Compact Occupancy TRansformer for Vision-based 3D Occupancy Prediction CVPR 2024 Cross-Modal Match for Language Conditioned 3D Object Grounding AAAI 2024 Efficient Lightweight Image Denoising with Triple Attention Transformer AAAI 2024 Harmonizing Visual Text Comprehension and Generation NeurIPS 2024 Learning Commonality, Divergence and Variety for Unsupervised Visible-Infrared Person Re-identification NeurIPS 2024 Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection AAAI 2024 Multi-Memory Matching for Unsupervised Visible-Infrared Person Re-Identification ECCV 2024 Multi-modal In-Context Learning Makes an Ego-evolving Scene Text Recognizer CVPR 2024 Multi-Prototype Space Learning for Commonsense-Based Scene Graph Generation AAAI 2024 PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection CVPR 2024 Prompt Gradient Projection for Continual Learning ICLR 2024 Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NeurIPS 2024 SkipDiff: Adaptive Skip Diffusion Model for High-Fidelity Perceptual Image Super-resolution AAAI 2024 UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior NeurIPS 2024 CVTE-Poly: A New Benchmark for Chinese Polyphone Disambiguation Interspeech 2023 Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-Identification ICCV 2023 High-Resolution GAN Inversion for Degraded Images in Large Diverse Datasets AAAI 2023 Instance and Category Supervision are Alternate Learners for Continual Learning ICCV 2023 Learning Re-sampling Methods with Parameter Attribution for Image Super-resolution NeurIPS 2023 LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware Alignment ICCV 2023 Memory-Friendly Scalable Super-Resolution via Rewinding Lottery Ticket Hypothesis CVPR 2023 MoEC: Mixture of Expert Clusters AAAI 2023 Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference CVPR 2023 Rethinking Gradient Projection Continual Learning: Stability / Plasticity Feature Space Decoupling CVPR 2023 SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023 VS-Boost: Boosting Visual-Semantic Association for Generalized Zero-Shot Learning IJCAI 2023 Weakly Supervised 3D Segmentation via Receptive-Driven Pseudo Label Consistency and Structural Consistency AAAI 2023 CHEX: CHannel EXploration for CNN Model Compression CVPR 2022 Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection AAAI 2022 Effective Model Sparsification by Scheduled Grow-and-Prune Methods ICLR 2022 En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022 HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization CVPR 2022 LAKe-Net: Topology-Aware Point Cloud Completion by Localizing Aligned Keypoints 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 Optimization over Disentangled Encoding: Unsupervised Cross-Domain Point Cloud Completion via Occlusion Factor Manipulation ECCV 2022 Self-supervised Models are Good Teaching Assistants for Vision Transformers ICML 2022 Structured Semantic Transfer for Multi-Label Recognition with Partial Labels AAAI 2022 Survey on Graph Neural Network Acceleration: An Algorithmic Perspective IJCAI 2022 Task-Level Self-Supervision for Cross-Domain Few-Shot Learning AAAI 2022 Toward Robust Spiking Neural Network Against Adversarial Perturbation NeurIPS 2022 Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds AAAI 2021 Contrastive Learning for Compact Single Image Dehazing CVPR 2021 Discrete-Continuous Action Space Policy Gradient-Based Attention for Image-Text Matching CVPR 2021 Dual Reweighting Domain Generalization for Face Presentation Attack Detection IJCAI 2021 Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification CVPR 2021 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs OSDI 2021 Learn from Concepts: Towards the Purified Memory for Few-shot Learning IJCAI 2021 Novelty Detection via Contrastive Learning with Negative Data Augmentation IJCAI 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 Towards Compact Single Image Super-Resolution via Contrastive Self-distillation IJCAI 2021 Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud AAAI 2021 Boosting Deep Neural Network Efficiency with Dual-Module Inference ICML 2020 Distilling Image Dehazing With Heterogeneous Task Imitation CVPR 2020 Hierarchical Knowledge Squeezed Adversarial Network Compression AAAI 2020 Latent Regularized Generative Dual Adversarial Network For Abnormal Detection IJCAI 2020 LatticeNet: Towards Lightweight Image Super-resolution with Lattice Block ECCV 2020 Meta Segmentation Network for Ultra-Resolution Medical Images IJCAI 2020 Patch Proposal Network for Fast Semantic Segmentation of High-Resolution Images AAAI 2020 SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor IJCAI 2020 Direct Training for Spiking Neural Networks: Faster, Larger, Better AAAI 2019 Dynamic Sparse Graph for Efficient Deep Learning ICLR 2019 Enhanced Pix2pix Dehazing Network CVPR 2019 Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy ICLR 2019 Semi-Supervised Video Salient Object Detection Using Pseudo-Labels ICCV 2019 Designing by Training: Acceleration Neural Network for Fast High-Dimensional Convolution NeurIPS 2018 Flow Guided Recurrent Neural Encoder for Video Salient Object Detection CVPR 2018 HitNet: Hybrid Ternary Recurrent Neural Network NeurIPS 2018 TETRIS: TilE-matching the TRemendous Irregular Sparsity NeurIPS 2018 Instance-Level Salient Object Segmentation CVPR 2017