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Junhui Hou

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

Achievements

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+12 more ↓ 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (7) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)
🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (63) πŸ”¬ Deep Specialist (12) 🀝 Dynamic Duo (11) πŸ† Grand Slam 🧬 Topic Evolution πŸ’Ž Century Club (43) πŸ—ƒοΈ Keyword Collector (190) πŸ”₯ Unstoppable (8) ⚑ Prolific Year (6) πŸš€ Conference Pioneer

Conferences

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

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