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Shuguang Cui

66 papers · 2018–2026 · 17 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (17) πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (11) πŸ—ΊοΈ Taxonomy Completionist (101) 🏠 Conference Loyalist (20) 🀝 Dynamic Duo (31) πŸ† Grand Slam πŸ† Keyword Champion (2) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (27) ⚑ Prolific Year (14) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (273) πŸ”₯ Unstoppable (8) πŸ“ˆ Trend Setter πŸ’Ž Century Club (65)

Conferences

CVPR (20) AAAI (8) ECCV (8) ICCV (7) NIPS (4) IJCAI (4) ACL (3) ACML (2) IJCNLP (2) WACV (1) UAI (1) NAACL (1) MICCAI (1) ICML (1) ICLR (1) EMNLP (1) AACL (1)

Top co-authors

Zhen Li (32) Xiaoguang Han (22) Xu Yan (15) Chaoda Zheng (8) Yushuang Wu (8) Junwei Bao (8) Zizheng Yan (7) Sheng wang (7) Jiantao Gao (7) Ruimao Zhang (7)

Research topics

Privacy (1)

Keywords

point cloud (15) 3d reconstruction (8) knowledge distillation (6) contrastive learning (6) semantic segmentation (6) 3d object detection (5) self-supervised learning (5) 3d vision (5) domain adaptation (5) neural radiance field (4) autonomous driving (4) shape completion (3) diffusion model (3) depth estimation (3) dialogue state tracking (3) scene understanding (3) weakly supervised learning (3) instance segmentation (3) few-shot learning (2) semi-supervised learning (2)

Papers

DriveFlow: Rectified Flow Adaptation for Robust 3D Object Detection in Autonomous Driving AAAI 2026
VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving CVPR 2025
Empowering Large Language Models with 3D Situation Awareness CVPR 2025
DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation CVPR 2025
RobustSplat: Decoupling Densification and Dynamics for Transient-Free 3DGS ICCV 2025
WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection AAAI 2024
RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation AAAI 2024
Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection NIPS 2024
Scalable Federated Unlearning via Isolated and Coded Sharding IJCAI 2024
MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures CVPR 2024
IPoD: Implicit Field Learning with Point Diffusion for Generalizable 3D Object Reconstruction from Single RGB-D Images CVPR 2024
Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding CVPR 2024
MonoTTA: Fully Test-Time Adaptation for Monocular 3D Object Detection ECCV 2024
DreamDissector: Learning Disentangled Text-to-3D Generation from 2D Diffusion Priors ECCV 2024
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding ICML 2024
Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024
DV-3DLane: End-to-end Multi-modal 3D Lane Detection with Dual-view Representation ICLR 2024
Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development MICCAI 2024
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery CVPR 2024
Efficient View Synthesis with Neural Radiance Distribution Field ICCV 2023
LATR: 3D Lane Detection from Monocular Images with Transformer ICCV 2023
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model Using Pixel-Aligned Reconstruction Priors ICCV 2023
MVImgNet: A Large-Scale Dataset of Multi-View Images CVPR 2023
Composable Text Controls in Latent Space with ODEs EMNLP 2023
MIMO Is All You Need：A Strong Multi-in-Multi-Out Baseline for Video Prediction AAAI 2023
Geometry-Aware Network for Domain Adaptive Semantic Segmentation AAAI 2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets ACL 2023
HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling CVPR 2023
BEV@DC: Bird's-Eye View Assisted Training for Depth Completion CVPR 2023
SCoDA: Domain Adaptive Shape Completion for Real Scans CVPR 2023
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking ACL 2023
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds ECCV 2022
Let Images Give You More: Point Cloud Cross-Modal Training for Shape Analysis NIPS 2022
Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation AAAI 2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking AACL 2022
Asynchronous Personalized Federated Learning with Irregular Clients ACML 2022
ETHSeg: An Amodel Instance Segmentation Network and a Real-World Dataset for X-Ray Waste Inspection CVPR 2022
X-Trans2Cap: Cross-Modal Knowledge Transfer Using Transformer for 3D Dense Captioning CVPR 2022
Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds CVPR 2022
DArch: Dental Arch Prior-Assisted 3D Tooth Instance Segmentation With Weak Annotations CVPR 2022
Towards High-Fidelity Single-View Holistic Reconstruction of Indoor Scenes ECCV 2022
Weakly Supervised Object Localization through Inter-class Feature Similarity and Intra-Class Appearance Consistency ECCV 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation IJCAI 2022
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking IJCNLP 2022
Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022
InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds Through Instance Multi-Level Contextual Referring ICCV 2021
RevCore: Review-Augmented Conversational Recommendation ACL 2021
RevCore: Review-Augmented Conversational Recommendation IJCNLP 2021
PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning AAAI 2021
Shallow Feature Matters for Weakly Supervised Object Localization CVPR 2021
Refer-It-in-RGBD: A Bottom-Up Approach for 3D Visual Grounding in RGBD Images CVPR 2021
Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds ICCV 2021
LapsCore: Language-Guided Person Search via Color Reasoning ICCV 2021
Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion AAAI 2021
PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients ACML 2021
PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery IJCAI 2021
Adaptive Residue-wise Profile Fusion for Low Homologous Protein Secondary Structure Prediction Using External Knowledge IJCAI 2021
Peeking into occluded joints: A novel framework for crowd pose estimation ECCV 2020
PointASNL: Robust Point Clouds Processing Using Nonlocal Neural Networks With Adaptive Sampling CVPR 2020
FPConv: Learning Local Flattening for Point Convolution CVPR 2020
An Interpretable and Sample Efficient Deep Kernel for Gaussian Process UAI 2020
Towards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation ECCV 2020
Deep Fashion3D: A Dataset and Benchmark for 3D Garment Reconstruction from Single Images ECCV 2020
Skeleton-bridged Point Completion: From Global Inference to Local Adjustment NIPS 2020
Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image CVPR 2019
Fast Similarity Search via Optimal Sparse Lifting NIPS 2018