2025
Decision SpikeFormer: Spike-Driven Transformer for Decision Making.
CoRR, April, 2025

Visual Position Prompt for MLLM based Visual Grounding.
CoRR, March, 2025

OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary.
CoRR, March, 2025

Human-centred design and fabrication of a wearable multimodal visual assistance system.
Nat. Mac. Intell., 2025

Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Enhancing Nursing and Elderly Care with Large Language Models: An AI-Driven Framework.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024
OoD-Control: Generalizing Control in Unseen Environments.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization.
Int. J. Comput. Vis., September, 2024

Synergistic Development of Perovskite Memristors and Algorithms for Robust Analog Computing.
CoRR, 2024

Rethinking ASTE: A Minimalist Tagging Scheme Alongside Contrastive Learning.
CoRR, 2024

CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection.
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.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Domain Invariant Learning for Gaussian Processes and Bayesian Exploration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024