Xian-Sheng Hua

LEAF: Large Language Diffusion Model for Time Series Forecasting EMNLP 2025 scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025 SDBench: A Survey-based Domain-specific LLM Benchmarking and Optimization Framework ACL 2025 DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025 POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search AAAI 2025 UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval WACV 2025 Grid-Attention: Enhancing Computational Efficiency of Large Vision Models without Fine-Tuning ECCV 2024 Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval CVPR 2024 BlockGCN: Redefine Topology Awareness for Skeleton-Based Action Recognition CVPR 2024 Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data NIPS 2024 PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling NIPS 2024 Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE ICML 2024 DEMO: A Statistical Perspective for Efficient Image-Text Matching NAACL 2024 IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval NIPS 2023 Random Boxes Are Open-world Object Detectors ICCV 2023 Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval ICCV 2023 Contextual Convolutional Networks ICLR 2023 CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification ICML 2023 Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition ICCV 2023 Rethinking IoU-Based Optimization for Single-Stage 3D Object Detection ECCV 2022 Active Boundary Loss for Semantic Segmentation AAAI 2022 Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification AAAI 2022 Balanced and Hierarchical Relation Learning for One-Shot Object Detection CVPR 2022 Dense Learning Based Semi-Supervised Object Detection CVPR 2022 Unpaired Cartoon Image Synthesis via Gated Cycle Mapping CVPR 2022 Meta Convolutional Neural Networks for Single Domain Generalization CVPR 2022 Online Convolutional Re-Parameterization CVPR 2022 Homography Loss for Monocular 3D Object Detection CVPR 2022 Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation CVPR 2022 Cloth-Changing Person Re-Identification From a Single Image With Gait Prediction and Regularization CVPR 2022 Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation CVPR 2022 Spatiotemporal Self-Attention Modeling with Temporal Patch Shift for Action Recognition ECCV 2022 Delving into Details: Synopsis-to-Detail Networks for Video Recognition ECCV 2022 Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-of-Distribution Generalization ECCV 2022 Identifying Hard Noise in Long-Tailed Sample Distribution ECCV 2022 Box-Supervised Instance Segmentation with Level Set Evolution ECCV 2022 On Non-Random Missing Labels in Semi-Supervised Learning ICLR 2022 TGNN: A Joint Semi-supervised Framework for Graph-level Classification IJCAI 2022 Traffic Flow Prediction with Vehicle Trajectories AAAI 2021 Dense Interaction Learning for Video-Based Person Re-Identification ICCV 2021 Transporting Causal Mechanisms for Unsupervised Domain Adaptation ICCV 2021 Improving 3D Object Detection With Channel-Wise Transformer ICCV 2021 Self-Regulation for Semantic Segmentation ICCV 2021 Video Object Segmentation With Dynamic Memory Networks and Adaptive Object Alignment ICCV 2021 3D Local Convolutional Neural Networks for Gait Recognition ICCV 2021 Graph Contrastive Clustering ICCV 2021 Counterfactual Zero-Shot and Open-Set Visual Recognition CVPR 2021 Distilling Causal Effect of Data in Class-Incremental Learning CVPR 2021 Interactive Self-Training With Mean Teachers for Semi-Supervised Object Detection CVPR 2021 Partial Person Re-Identification With Part-Part Correspondence Learning CVPR 2021 DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation CVPR 2021 Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021 Revisiting Knowledge Distillation: An Inheritance and Exploration Framework CVPR 2021 Camera-Aware Proxies for Unsupervised Person Re-Identification AAAI 2021 Category Dictionary Guided Unsupervised Domain Adaptation for Object Detection AAAI 2021 Asynchronous Teacher Guided Bit-wise Hard Mining for Online Hashing AAAI 2021 Towards Precise Intra-Camera Supervised Person Re-Identification WACV 2021 CIMON: Towards High-quality Hash Codes IJCAI 2021 $\alpha$-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression NIPS 2021 CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries CVPR 2020 HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation AAAI 2020 MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification IJCAI 2020 Causal Intervention for Weakly-Supervised Semantic Segmentation NIPS 2020 Boosting Semantic Human Matting With Coarse Annotations CVPR 2020 Interventional Few-Shot Learning NIPS 2020 Structure Aware Single-Stage 3D Object Detection From Point Cloud CVPR 2020 SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection CVPR 2020 Adversarial Mutual Information for Text Generation ICML 2020 SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation AAAI 2020 Progressive Transfer Learning for Person Re-identification IJCAI 2019 Dynamic Anchor Feature Selection for Single-Shot Object Detection ICCV 2019 Attribute-Driven Feature Disentangling and Temporal Aggregation for Video Person Re-Identification CVPR 2019 Quantization Networks CVPR 2019 Global Versus Localized Generative Adversarial Nets CVPR 2018 An Adversarial Approach to Hard Triplet Generation ECCV 2018 Extracting Privileged Information from Untagged Corpora for Classifier Learning IJCAI 2018 Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images CVPR 2017