WW
Wenguan Wang
cs.CVcs.AIcs.LGcs.ROAlgorithmscs.CLcs.MMDeep Learningeess.IVLearning
On Valency
published · living versionsW_z6spqfh3·v1 · currentpublished
W_2d5prpvd·v1published
Preprints & journals
165 papers in the corpus · 2014–2026From bits to atoms: A survey of cross-layer safety in Embodied AI2610.14038v1 · Tuo Feng, Yue Zhang, Shiji Zhou et al.2026 · 0 citationsAI Plus 1 (2026) 98-122
Mask-Guided Self-Supervised Video Object Segmentation.42133518 · Quan, Ruijie, Li, Liulei, Yang, Zongxin et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):11415-11430
Foundation Neural-Network Quantum States for Molecular Potential Energy Surfaces in Second Quantization2609.37733v1 · Lizhong Fu, Jianan Wei, Wenguan Wang et al.2026 · 0 citationsarXiv
Generalizable single-cell perturbation response prediction using energy-guided flow matching2610.02232v1 · Jianan Wei, Jiajun Hong, Guikun Chen et al.2026 · 0 citationsarXiv
Generalizable Neural Downscaling of Earth System Model Wind Fields via Continuous Dynamics Modeling2610.03757v1 · Chenxi Yu, Jianan Wei, Hanlin Kong et al.2026 · 0 citationsarXiv
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation.42747927 · Yao, Yazhou, Pei, Gensheng, Jiao, Jianbo et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Map the Possibilities: Spatial Belief Fields for Language-Goal Aerial Navigation2609.05841v1 · Haotian Xu, Yue Hu, Zhengqiu Zhu et al.2026 · 0 citationsarXiv
Cut-ViT: Task-Specific Model Pruning via Gram Anchoring Subspace Consistency2608.28205v1 · Jianjian Yin, Liulei Li, Tao Chen et al.2026 · 0 citationsarXiv
Scaling Neural Network Quantum States for Ab Initio Quantum Chemistry2609.02929v1 · Chenxi Yu, Hanlin Kong, Jianan Wei et al.2026 · 0 citationsarXiv
Hyperbolic Hierarchical Clustering for Visual Representation Learning2608.22665v1 · Jianan Wei, Guikun Chen, Zhiyuan Weng et al.2026 · 0 citationsarXiv
Unequal economic impacts of climate change via idealized carbon dioxide removal: Insights from deep learning.42890584 · Tang, Bin, Wei, Jianan, Liu, Yimin et al.2026 · 0 citationsInnovation (Cambridge (Mass.)). 2026;7(10):101505
Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation2607.07608v1 · Hongyu Qu, Jianzhe Gao, Xiaobin Hu et al.2026 · 0 citationsarXiv
Spatio-Temporal Decoupled Knowledge Compensator for Few-Shot Action Recognition.41770976 · Qu, Hongyu, Shu, Xiangbo, Yan, Rui et al.2026 · 15 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):7954-7968
CoVStream: Edge-Cloud Collaboration for Understanding of Long Video Streams2606.22804v3 · Xu Liu, Guikun Chen, Zihao Yan et al.2026 · 0 citationsarXiv
Data-driven discovery of governing differential equations across physical systems2606.09638v1 · Siyu Lou, Hao Xu, Wenguan Wang et al.2026 · 0 citationsarXiv
Tractogram foundation model2606.09893v1 · Guikun Chen, Yuqian Chen, Yijie Li et al.2026 · 0 citationsarXiv
Clinically-Grounded Counterfactual Reasoning for Medical Video Diagnosis2605.26483v1 · Jianzhe Gao, Churan Wang, Weiyi Zhang et al.2026 · 0 citationsarXiv
3D Gaussian Map with Open-Set Semantic Grouping for Vision-Language Navigation2605.26500v1 · Jianzhe Gao, Rui Liu, Wenguan Wang2026 · 7 citationsarXiv
Uncertainty-Aware Gaussian Map for Vision-Language Navigation2605.26503v1 · Jianzhe Gao, Rui Liu, Yuxuan Xu et al.2026 · 0 citationsarXiv
AxiomOcean: Forecasting the Three-Dimensional Structure of the Upper Ocean2605.10455v1 · Sensen Wu, Yifan Chen, Guantao Pu et al.2026 · 0 citationsarXiv
Learning 3D Representations for Spatial Intelligence from Unposed Multi-View Images2604.10573v1 · Bo Zhou, Qiuxia Lai, Zeren Sun et al.2026 · 0 citationsarXiv
SinkTrack: Attention Sink based Context Anchoring for Large Language Models2604.10027v2 · Xu Liu, Guikun Chen, Wenguan Wang2026 · 0 citationsarXiv
Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation2603.16340v2 · Xinhao Cai, Gensheng Pei, Zeren Sun et al.2026 · 0 citationsarXiv
PKINet-v2: Towards Powerful and Efficient Poly-Kernel Remote Sensing Object Detection2603.16341v1 · Xinhao Cai, Liulei Li, Gensheng Pei et al.2026 · 1 citationarXiv
Large-Scale Omnidirectional Person Positioning.41201944 · Yang, Lu, Li, Liulei, Wei, Jianan et al.2025 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
Data-And Knowledge-Driven Visual Abductive Reasoning.40986577 · Liang, Chen, Wang, Wenguan, Chen, Ling et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(1):792-806
History-Enhanced Two-Stage Transformer for Aerial Vision-and-Language Navigation2512.14222v2 · Xichen Ding, Jianzhe Gao, Cong Pan et al.2025 · 2 citationsarXiv
Moving Beyond Diffusion: Hierarchy-to-Hierarchy Autoregression for fMRI-to-Image Reconstruction2510.22335v2 · Xu Zhang, Ruijie Quan, Wenguan Wang et al.2025 · 0 citationsarXiv
Unbiased Object Detection Beyond Frequency with Visually Prompted Image Synthesis2510.18229v3 · Xinhao Cai, Liulei Li, Gensheng Pei et al.2025 · 0 citationsarXiv
Learning Human-Object Interaction as Groups2510.18357v1 · Jiajun Hong, Jianan Wei, Wenguan Wang2025 · 1 citationarXiv
OmniGaze: Reward-inspired Generalizable Gaze Estimation In The Wild2510.13660v2 · Hongyu Qu, Jianan Wei, Xiangbo Shu et al.2025 · 4 citationsarXiv
Deep AI model for autism detection using naturalistic behavioral videos10.1101/2025.10.01.25336912v1 · Chen, G., Zhou, W., Zhang, L. et al.2025 · 0 citationsmedRxiv
Chemical knowledge-informed framework for privacy-aware retrosynthesis learning.40998792 · Chen, Guikun, Zhang, Xu, Hu, Xiaolin et al.2026 · 0 citationsNature communications. 2025;16(1):8389
A Conditional Probability Framework for Compositional Zero-shot Learning2507.17377v1 · Peng Wu, Qiuxia Lai, Hao Fang et al.2025 · 2 citationsarXiv
ETPNav: Evolving Topological Planning for Vision-Language Navigation in Continuous Environments.38593013 · An, Dong, Wang, Hanqing, Wang, Wenguan et al.2025 · 102 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(7):5130-5145
SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization2505.12346v1 · Minghan Chen, Guikun Chen, Wenguan Wang et al.2025 · 0 citationsarXiv
DIFFVSGG: Diffusion-Driven Online Video Scene Graph Generation2503.13957v1 · Mu Chen, Liulei Li, Wenguan Wang et al.2025 · 7 citationsarXiv
Multi-view Reconstruction via SfM-guided Monocular Depth Estimation2503.14483v1 · Haoyu Guo, He Zhu, Sida Peng et al.2025 · 13 citationsarXiv
Learning Clustering-based Prototypes for Compositional Zero-shot Learning2502.06501v2 · Hongyu Qu, Jianan Wei, Xiangbo Shu et al.2025 · 2 citationsarXiv
Do as We Do, Not as You Think: the Conformity of Large Language Models2501.13381v2 · Zhiyuan Weng, Guikun Chen, Wenguan Wang2025 · 1 citationarXiv
A Survey of World Models for Autonomous Driving2501.11260v4 · Tuo Feng, Wenguan Wang, Yi Yang2025 · 0 citationsarXiv
Towards Data-And Knowledge-Driven AI: A Survey on Neuro-Symbolic Computing.39418157 · Wang, Wenguan, Yang, Yi, Wu, Fei2025 · 54 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(2):878-899
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models2410.20155v1 · Liulei Li, Wenguan Wang, Yi Yang2024 · 8 citationsarXiv
Scene Graph Generation with Role-Playing Large Language Models2410.15364v1 · Guikun Chen, Jin Li, Wenguan Wang2024 · 12 citationsarXiv
Vision-Language Navigation with Energy-Based Policy2410.14250v1 · Rui Liu, Wenguan Wang, Yi Yang2024 · 15 citationsarXiv
Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation2409.10262v2 · Minghan Chen, Guikun Chen, Wenguan Wang et al.2024 · 1 citationarXiv
Prototype-Based Semantic Segmentation.38598386 · Zhou, Tianfei, Wang, Wenguan2024 · 85 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(10):6858-6872
Image Segmentation in Foundation Model Era: A Survey2408.12957v3 · Tianfei Zhou, Wang Xia, Fei Zhang et al.2024 · 15 citationsarXiv
Scalable Video Object Segmentation With Identification Mechanism.38564351 · Yang, Zongxin, Miao, Jiaxu, Wei, Yunchao et al.2024 · 36 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(9):6247-6262
Navigation Instruction Generation with BEV Perception and Large Language Models2407.15087v1 · Sheng Fan, Rui Liu, Wenguan Wang et al.2024 · 10 citationsarXiv
Career total: 245 works. 165 are in this corpus.Showing the 50 most recent.
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