Qinying Gu

Beijing Academy of Artificial Intelligence — China

Engineering · Physical Sciences

15h-index1.3kcitations62works3.02yr avg
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Research Topics

Organic Light-Emitting Diodes Research(15), Organic Electronics and Photovoltaics(13), Perovskite Materials and Applications(9), Crystallization and Solubility Studies(7), X-ray Diffraction in Crystallography(7)

Publications62 total

Proximal Action Replacement for Behavior Cloning Actor-Critic in Offline Reinforcement Learning
ArXiv.org·2026Open Access
Proximal Action Replacement for Behavior Cloning Actor-Critic in Offline Reinforcement Learning
arXiv (Cornell University)·2026Open Access
CFSM: A Novel Causal Feature Selection Module for Two-Dimensional Out-of-Distribution Generalization
IEEE Transactions on Pattern Analysis and Machine Intelligence·2026
Visual Position Prompt for MLLM Based Visual Grounding
IEEE Transactions on Multimedia·2026· 1 cited
$Δ\mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization
arXiv (Cornell University)·2025Open Access
Conformalized Causal Learning for Uncertainty-Aware Mineral Prospectivity Mapping
Lecture notes in computer science·2025
Learning Primitive Embodied World Models: Towards Scalable Robotic Learning
arXiv (Cornell University)·2025Open Access
InfoBound: A Provable Information-Bounds Inspired Framework for Both OoD Generalization and OoD Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization
International Journal of Computer Vision·2025· 2 cited
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary
2025· 2 cited
Decision SpikeFormer: Spike-Driven Transformer for Decision Making
2025· 1 cited
Preparation, Thermal Stability, and Preliminary Gas Separation Performance of Furan-Based Bio-Polyimide Films
Polymers·2025· 3 citedOpen Access
Human-centred design and fabrication of a wearable multimodal visual assistance system
Nature Machine Intelligence·2025· 12 cited
Decision SpikeFormer: Spike-Driven Transformer for Decision Making
arXiv (Cornell University)·2025Open Access
Visual Position Prompt for MLLM based Visual Grounding
arXiv (Cornell University)·2025Open Access
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary
arXiv (Cornell University)·2025Open Access
Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models
arXiv (Cornell University)·2025Open Access
Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing
arXiv (Cornell University)·2024Open Access
An explore method for quick screening biomarkers based on effective enrichment capacity and data mining
Journal of Chromatography A·2024· 1 cited
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Dan Credgington(16), Nanyang Ye(15), Richard H. Friend(13), Emrys W. Evans(11), Bluebell H. Drummond(11), Alexander S. Romanov(9), Alexander J. Gillett(7), Feng Li(7), Florian Chotard(7), Manfred Bochmann(7), Jiangbin Zhang(6), Saul T. E. Jones(6), Patrick J. Conaghan(6), Jiale Feng(6), Leonardo R. V. Buizza(6), Morgan Foley(6), Mikko Linnolahti(6), Xinbing Wang(6), Chenghu Zhou(6), William K. Myers(5)