Zheng Zhang

Examining errors in NL2SQL systems and user interaction strategies for improvement.

LoRETTA improves fine-tuning efficiency for large language models with fewer parameters.

Exploring the potential of STARS in Integrated Sensing and Communication systems.

Evaluating LLMs on their ability to process long texts in literature.

A novel approach enhances language model reliability through self-healing mechanisms.

Mimosa simplifies spatial audio creation for amateur video makers.

Scientists uncover details about the Radio Synchrotron Background and its significance.

A concise look at hallucinations in MLLMs and strategies to improve reliability.

Exploring NOMA and dynamic metasurface antennas for improved connectivity.

A framework for better detecting false claims in language models.

CoMERA optimizes AI model training, reducing memory use and time while maintaining accuracy.

TAGA offers a new way to analyze Text-Attributed Graphs without extensive labeled data.

Link2Doc enhances link prediction by merging text and graph structure.

Introducing GRAG to enhance language models' accuracy using graph structures.

Examining AI's struggle with honesty and its impact on user trust.

A new method enhances event resolution by combining language models for better accuracy.

Learn about face anti-spoofing systems and their importance in digital security.

This method adjusts object representation slots based on image complexity.

This study examines biases in AI models during hate speech data labeling.

AdaZeta reduces memory use while improving performance in fine-tuning large language models.

Study of NaYbS2 reveals complex magnetic behaviors and potential applications.

Introducing SepONet to enhance efficiency in operator learning for complex systems.

A new approach enhances the connection between images and text for better interpretation.

This article discusses counterfactual data augmentation in active learning for improved model performance.

A new framework for assessing the performance of RAG systems.

A new method improves analysis of geometric trees in various fields.

A look into the unique behaviors of KErTe2 and its magnetic characteristics.

Research focuses on YbOCl's magnetic behavior and interactions at low temperatures.

New methods improve image creation from complex text descriptions.

A new method enhances data privacy while maintaining performance in cloud computing.

A new method for assessing T2I model performance across diverse text prompts.

VideoLISA uses language to segment and track objects in videos effectively.

A new approach to training machines on tiny devices with less complexity.

A new method enhances collaboration between humans and AI for better decisions.

Factorized Quantization improves image generation through efficient token management.

SpyDust enhances our understanding of spinning dust and its effects in the universe.

Discover how model merging simplifies AI learning and boosts performance.

Innovative model enhances image recognition reliability against attacks.

Cognitive Radio Networks improve wireless efficiency by utilizing idle spectrum space.

PerSphere helps break echo chambers by presenting multiple viewpoints on hot topics.