Author

Jiawei Xu

Institution: Purdue University West Lafayette

Observed institution: Purdue University West Lafayette

OpenAlex ID: A5121007705

Large Language Model Agents: A Comprehensive Survey on Architectures, Capabilities, and Applications

2025 · Yiming Lei, Jiawei Xu, et al. · Preprints.org · 3

Cross-Lingual Transfer Learning in Large Language Models: Multilingual Representations and Low-Resource Adaptation

2026 · Yu Ding, Xudong Han, et al. · 2

A Comprehensive Survey on Distributed Deep Learning Training: Parallelism Strategies, Frameworks, and Network Interconnects

2025 · Jiawei Xu, Chia Xin Liang, et al. · Preprints.org · 2

Few-Shot and Zero-Shot Learning with Large Language Models: Prompting Strategies and In-Context Learning

2026 · Yu Ding, Xudong Han, et al. · 1

Multi-Agent Systems and Social Intelligence: A Comprehensive Survey on Collaboration, Communication, and Emergent Behaviors

2026 · Zechun Deng, Xiaoming Li, et al. · SSRN Electronic Journal · 1

Reasoning in Large Language Models: From Chain-of-Thought to Massively Decomposed Agentic Processes

2025 · Yiming Lei, Jiawei Xu, et al. · Preprints.org · 1

Deep Generative Models: From VAEs and GANs to Diffusion Models and Flow-Based Architectures

2026 · Yu Ding, Xudong Han, et al.

Instruction Tuning for Large Language Models: RLHF, Supervised Fine-Tuning, and Alignment Strategies

2026 · Yu Ding, Xudong Han, et al.

Label Augmentation in Machine Learning: Data-Efficient Training, Semi-Supervised Learning, and Model Generalization

2026 · Yu Ding, Xudong Han, et al.

Generative AI for Medical Image Synthesis: GANs, Diffusion Models, and Data Augmentation Techniques

2026 · Yu Ding, Xudong Han, et al.

Emergent Abilities in Large Language Models: In-Context Learning, Chain-of-Thought Reasoning, and Scaling Laws

2026 · Yu Ding, Xudong Han, et al.

Meta-Learning and Few-Shot Learning: A Comprehensive Survey of Algorithms, Theory, and Applications

2026 · Junhao Song, Jiawei Xu, et al.

Knowledge Distillation for Large Language Models: Model Compression, Efficiency, and Transfer Learning

2026 · Yu Ding, Xudong Han, et al.

Large Language Models Empowering Small Language Models: A Comprehensive Survey on Collaboration, Knowledge Transfer, and Efficient Deployment

2026 · Jiawei Xu, Chia Xin Liang, et al. · SSRN Electronic Journal

Causal Language Modeling: Architectures, Training Paradigms, and Applications in Large Language Models

2026 · Yu Ding, Xudong Han, et al. · SSRN Electronic Journal

Alignment and Safety in Large Language Models: Methods, Challenges, and Future Directions

2026 · Yu Ding, Xudong Han, et al. · SSRN Electronic Journal

Research on AI Computational Energy Consumption Optimization and Green AI

2025 · Jiawei Xu · Springer Link (Chiba Institute of Technology)

Modern Data Systems: ML/DL-Driven Architecture for Big Data Management and Analytics

2025 · Jinlang Wang, Ziqian Bi, et al. · SSRN Electronic Journal

Works count: 18

Citation count: 10

H-index: 2

I10-index: