← Authors

Xian-Sheng Hua

77 papers · 2017–2025 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (11) πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🏠 Conference Loyalist (26) 🀝 Dynamic Duo (26) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (14) πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (9) ⚑ Prolific Year (10) πŸ—ƒοΈ Keyword Collector (308) πŸ“ˆ Trend Setter πŸ’Ž Century Club (77) πŸš€ Conference Pioneer

Conferences

CVPR (26) ICCV (11) AAAI (10) ECCV (8) NIPS (6) IJCAI (5) ICML (3) ACL (2) ICLR (2) WACV (2) EMNLP (1) NAACL (1)

Top co-authors

Jianqiang Huang (26) Hanwang Zhang (14) Chong Chen (14) Xiao Luo (13) Xu Shen (11) Lei Zhang (8) Qianru Sun (8) Zhongming Jin (7) Bing Deng (6) Shuxian Liang (5)

Keywords

semantic segmentation (7) semi-supervised learning (7) causal inference (7) convolutional neural network (7) object detection (7) domain adaptation (6) knowledge distillation (6) person re-identification (6) unsupervised learning (6) image segmentation (5) graph neural network (5) model compression (4) representation learning (4) cross-modal retrieval (4) contrastive learning (4) weakly supervised learning (4) pseudo label (4) self-supervised learning (3) image retrieval (3) domain generalization (3)

Papers

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