Qinying Gu

Orcid: 0000-0002-8863-0810

According to our database¹, Qinying Gu authored at least 27 papers between 2024 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Links

On csauthors.net:

Bibliography

2026

LABO: LLM-Accelerated Bayesian Optimization through Broad Exploration and Selective Experimentation.

[BibT_eX]

[DOI]

CoRR, May, 2026

Unleashing LLMs in Bayesian Optimization: Preference-Guided Framework for Scientific Discovery.

[BibT_eX]

[DOI]

CoRR, May, 2026

Logit-Attention Divergence: Mitigating Position Bias in Multi-Image Retrieval via Attention-Guided Calibration.

[BibT_eX]

[DOI]

CoRR, May, 2026

TINS: Test-time ID-prototype-separated Negative Semantics Learning for OOD Detection.

[BibT_eX]

[DOI]

CoRR, May, 2026

CFSM: A Novel Causal Feature Selection Module for Two-Dimensional Out-of-Distribution Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., February, 2026

NMRTrans: Structure Elucidation from Experimental NMR Spectra via Set Transformers.

[BibT_eX]

[DOI]

CoRR, February, 2026

Proximal Action Replacement for Behavior Cloning Actor-Critic in Offline Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, February, 2026

Visual Position Prompt for MLLM Based Visual Grounding.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2026

2025

InfoBound: A Provable Information-Bounds Inspired Framework for Both OoD Generalization and OoD Detection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., November, 2025

Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., October, 2025

ΔEnergy: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization.

[BibT_eX]

[DOI]

CoRR, October, 2025

Learning Primitive Embodied World Models: Towards Scalable Robotic Learning.

[BibT_eX]

[DOI]

CoRR, August, 2025

Human-centred design and fabrication of a wearable multimodal visual assistance system.

[BibT_eX]

[DOI]

Nat. Mac. Intell., 2025

Δ Energy: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Generalizable Multi-Camera 3D Object Detection from a Single Source via Fourier Cross-View Learning.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Conformalized Causal Learning for Uncertainty-Aware Mineral Prospectivity Mapping.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2025, 2025

OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Decision SpikeFormer: Spike-Driven Transformer for Decision Making.

[BibT_eX]

[DOI]

Wei Huang

Qinying Gu

Nanyang Ye

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

OoD-Control: Generalizing Control in Unseen Environments.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., September, 2024

Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing.

[BibT_eX]

[DOI]

CoRR, 2024

Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2024

CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Domain Invariant Learning for Gaussian Processes and Bayesian Exploration.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Qinying Gu

Timeline

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