Junhui Hou

46 papers · 2018–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (63) 🔬 Deep Specialist (12) 🤝 Dynamic Duo (11) 🏆 Grand Slam 🧬 Topic Evolution 💎 Century Club (43) 🗃️ Keyword Collector (190) 🔥 Unstoppable (8) ⚡ Prolific Year (6) 🚀 Conference Pioneer

Conferences

CVPR (11) NIPS (9) ICCV (8) AAAI (6) ICLR (5) ECCV (4) ICML (2) ACML (1)

Top co-authors

Hui LIU (13) Zhiyu Zhu (11) Ying He (7) Yuheng Jia (7) Qijian Zhang (6) Wenping Wang (6) Jing Jin (4) Yue Qian (4) Siyu Ren (4) Sam Kwong (4)

Research topics

Reinforcement Learning (1)

Keywords

point cloud (6) diffusion model (4) unsupervised learning (4) event camera (3) feature embedding (3) 3d vision (3) 3d geometry (3) surface reconstruction (2) deep learning (2) multi-object tracking (2) adversarial learning (2) object tracking (2) 3d reconstruction (2) object detection (2) image restoration (2) reinforcement learning (2) motion estimation (2) contrastive learning (2) self-supervised learning (2) knowledge distillation (2)

Papers

ESMC: MLLM-Based Embedding Selection for Explainable Multiple Clustering AAAI 2026

DiCaP: Distribution-Calibrated Pseudo-labeling for Semi-Supervised Multi-Label Learning AAAI 2026

Towards Better IncomLDL: We Are Unaware of Hidden Labels in Advance AAAI 2026

Neural Compression for 3D Geometry Sets ICCV 2025

Generalization Performance of Ensemble Clustering: From Theory to Algorithm ICML 2025

Learning from Sample Stability for Deep Clustering ICML 2025

MoDGS: Dynamic Gaussian Splatting from Casually-captured Monocular Videos with Depth Priors ICLR 2025

ParaSolver: A Hierarchical Parallel Integral Solver for Diffusion Models ICLR 2025

Shape as Line Segments: Accurate and Flexible Implicit Surface Representation ICLR 2025

NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer ICLR 2025

RigGS: Rigging of 3D Gaussians for Modeling Articulated Objects in Videos CVPR 2025

Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation CVPR 2025

A Lightweight UDF Learning Framework for 3D Reconstruction Based on Local Shape Functions CVPR 2025

Towards Calibrated Deep Clustering Network ICLR 2025

VOVTrack: Exploring the Potentiality in Raw Videos for Open-Vocabulary Multi-Object Tracking ICCV 2025

COVTrack: Continuous Open-Vocabulary Tracking via Adaptive Multi-Cue Fusion ICCV 2025

PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference NIPS 2024

E-Motion: Future Motion Simulation via Event Sequence Diffusion NIPS 2024

Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models NIPS 2024

DynoSurf: Neural Deformation-based Temporally Consistent Dynamic Surface Reconstruction ECCV 2024

Flatten Anything: Unsupervised Neural Surface Parameterization NIPS 2024

Segment Any Event Streams via Weighted Adaptation of Pivotal Tokens CVPR 2024

GeoUDF: Surface Reconstruction from 3D Point Clouds via Geometry-guided Distance Representation ICCV 2023

NeuroGF: A Neural Representation for Fast Geodesic Distance and Path Queries NIPS 2023

Global Structure-Aware Diffusion Process for Low-light Image Enhancement NIPS 2023

Unleash the Potential of Image Branch for Cross-modal 3D Object Detection NIPS 2023

Cross-Modal Orthogonal High-Rank Augmentation for RGB-Event Transformer-Trackers ICCV 2023

PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples AAAI 2023

Downstream-agnostic Adversarial Examples ICCV 2023

IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment CVPR 2022

Learning Graph-embedded Key-event Back-tracing for Object Tracking in Event Clouds NIPS 2022

WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation CVPR 2022

Learning Dynamic Interpolation for Extremely Sparse Light Fields With Wide Baselines ICCV 2021

Semantic-Embedded Unsupervised Spectral Reconstruction From Single RGB Images in the Wild ICCV 2021

Recurrent Multi-View Alignment Network for Unsupervised Surface Registration CVPR 2021

CorrNet3D: Unsupervised End-to-End Learning of Dense Correspondence for 3D Point Clouds CVPR 2021

Clustering Ensemble Meets Low-rank Tensor Approximation AAAI 2021

CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object Detection NIPS 2020

Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization CVPR 2020

PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling ECCV 2020

Deep Spatial-angular Regularization for Compressive Light Field Reconstruction over Coded Apertures ECCV 2020

Learning Light Field Angular Super-Resolution via a Geometry-Aware Network AAAI 2020

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement CVPR 2020

An Articulated Structure-aware Network for 3D Human Pose Estimation ACML 2019

Fast Light Field Reconstruction With Deep Coarse-To-Fine Modeling of Spatial-Angular Clues ECCV 2018

Robust Video Content Alignment and Compensation for Rain Removal in a CNN Framework CVPR 2018