Wenguan Wang
ZJU100 Young Professor
Develops perception, reasoning and planning models for real-world scenes, including human-attention-inspired visual perception, structured scene understanding and embodied agents.
Wenguan Wang's lab at Zhejiang works on recognition, detection & segmentation, embodied & active vision and reasoning & agents. 70 papers since 2023, 68 at top venues, mostly CVPR and ICCV. Applications close .
At a glance
- papers, 2023–2026
- 18/ year
- at T1 venues
- 97%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 18 papers2026 · T1 17 · collecting
- 16 papers2025 · T1 15
- 21 papers2024 · T1 21
- 15 papers2023 · T1 15
T1 venuesOtherVenues: CVPR, ICCV, ICLR, ECCV, NeurIPS
Research focuspaper titles that use each topic's words
- Recognition, detection & segmentation15 papers
- Embodied & active vision10 papers
- Reasoning & agents4 papers
- perception3 papers
- develops perception0 papers
Paper list
From the lab homepage.
202618 papers
- ACM Computing SurveysA Survey on 3D Gaussian Splatting
- CoRL (T1)Compositional Diffusion Policy for Vision–Language–Action Agents
- ICML (T1)Deep Ensemble Clustering for Visual Representation Learning
- ECCV (T1)DINOv3D: 2D-3D Joint Optimization for Unified Spatial Understanding
- ECCV (T1)EffiDINO: Task-Specific Model Pruning via Gram Anchoring Subspace Consistency
- AAAI (T1)History-Enhanced Two-Stage Transformer for Aerial Vision-and-Language Navigation
- ECCV (T1)Hyperbolic Hierarchical Clustering for Visual Representation Learning
- CVPR (T1)Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation
- CVPR (T1)Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images
- CVPR (T1)Medical Video Diagnosis via Counterfactual Reasoning
- ICLR (T1)Moving Beyond Diffusion: Hierarchy-to-Hierarchy Autoregression for fMRI-to-Image Reconstruction
- ICLR (T1)Open-Set Semantic Gaussian Splatting SLAM with Expandable Representation
202516 papers
- ICCV (T1)3D Gaussian Map with Open-Set Semantic Grouping for Vision-Language Navigation
- Nature Communications (T1)Chemical Knowledge-informed Framework for Privacy-aware Retrosynthesis Learning
- CVPR (T1)DiffVsgg: Diffusion-based Online Video Scene Graph Generation
- ICLR (T1)Do as We Do, Not as You Think: the Conformity of Large Language Models
- ICCV (T1)Dual Reciprocal Learning of Language-based Human Motion Understanding and Generation
- ICCV (T1)Gaussian-based World Model: Gaussian Priors for Voxel-Based Occupancy Prediction and Future Motion Prediction
- ICLR (T1)Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation
- NeurIPS (T1)Learning Human-Object Interaction as Groups
- CVPR (T1)LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning
- NeurIPS (T1)OmniGaze: Reward-inspired Generalizable Gaze Estimation In The Wild
- CVPR (T1)Scene Map-based Prompt Tuning for Navigation Instruction Generation
- CVPR (T1)TAGA: Self-supervised Learning for Template-free Animatable Gaussian Articulated Model
202421 papers
- CVPR (T1)Clustering for Protein Representation Learning
- CVPR (T1)Clustering Propagation for Universal Medical Image Segmentation
- ECCV (T1)Controllable Navigation Instruction Generation with Chain of Thought Prompting
- ICML (T1)DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models (Exemplified as A Video Agent)
- TPAMI (T1)ETPNav: Evolving Topological Planning for Vision-Language Navigation in Continuous Environments
- ECCV (T1)General and Task-Oriented Video Segmentation
- NeurIPS (T1)Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models
- CVPR (T1)IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection
- CVPR (T1)LSKNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels
- ACL (T1)MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production
- ECCV (T1)Mutual Learning for Acoustic Matching and Dereverberation via Visual Scene-driven Diffusion
- ECCV (T1)Navigation Instruction Generation with BEV Perception and Large Language Models
202315 papers
- ICCV (T1)Bird's-Eye-View Scene Graph for Vision-Language Navigation
- CVPR (T1)Boosting Video Object Segmentation via Space-time Correspondence Learning
- NeurIPS (T1)ClusterFomer: Clustering As A Universal Visual Learner
- ICCV (T1)Clustering based Point Cloud Representation Learning for 3D Analysis
- ICML (T1)CLUSTSEG: Clustering for Universal Segmentation
- ICCV (T1)DREAMWALKER: Mental Planning for Continuous Vision-Language Navigation
- CVPR (T1)LANA: A Language-Capable Navigator for Instruction Following and Generation
- ICCV (T1)Large-Scale Person Detection and Localization using Overhead Fisheye Cameras
- TPAMI (T1)Local-Global Context Aware Transformer for Language-Guided Video Segmentation
- ICCV (T1)Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation
- ICCV (T1)LogicSeg: Parsing Visual Semantics with Neural Logic Learning and Reasoning
- NeurIPS (T1)Neural-Logic Human-Object Interaction Detection
Where alumni went
Alumni are not listed on the lab homepage.
Apply to ZhejiangFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- Per ZJU language requirements
- Fee
- RMB 800
Not yet confirmed for this intake.
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