Ruoyu Wang

According to our database, Ruoyu Wang authored at least 13 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Learning Causality-Aware Exploration with Transformers for Goal-Oriented Navigation.

Ruoyu Wang, Tong Yu, Mingjie Li, Yuanjiang Cao, Yao Liu, Lina Yao

ACM Trans. Intell. Syst. Technol., June, 2026

Learning to Retrieve Navigable Candidates for Efficient Vision-and-Language Navigation.

Shutian Gu, Chengkai Huang, Ruoyu Wang, Lina Yao

CoRR, February, 2026

2025

DICE: Dynamic In-Context Example Selection in LLM Agents via Efficient Knowledge Transfer.

Ruoyu Wang, Junda Wu, Yu Xia, Tong Yu, Ryan A. Rossi, Julian J. McAuley, Lina Yao

CoRR, July, 2025

Efficient and Generalizable Environmental Understanding for Visual Navigation.

Ruoyu Wang, Xinshu Li, Chen Wang, Lina Yao

CoRR, June, 2025

Causality-aligned Prompt Learning via Diffusion-based Counterfactual Generation.

Xinshu Li, Ruoyu Wang, Erdun Gao, Mingming Gong, Lina Yao

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Weakly-supervised VLM-guided Partial Contrastive Learning for Visual Language Navigation.

Ruoyu Wang, Tong Yu, Junda Wu, Yao Liu, Julian J. McAuley, Lina Yao

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models.

Junda Wu, Xintong Li, Ruoyu Wang, Yu Xia, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao, Jingbo Shang, Julian J. McAuley

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent.

Junda Wu, Yuxin Xiong, Xintong Li, Yu Xia, Ruoyu Wang, Yu Wang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Jingbo Shang, Julian J. McAuley

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Causality-Aware Transformer Networks for Robotic Navigation.

Ruoyu Wang, Yao Liu, Yuanjiang Cao, Lina Yao

CoRR, 2024

Deconfounded Causality-Aware Parameter-Efficient Fine-Tuning for Problem-Solving Improvement of LLMs.

Ruoyu Wang, Xiaoxuan Li, Lina Yao

Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

Regularized Multi-LLMs Collaboration for Enhanced Score-Based Causal Discovery.

Xiaoxuan Li, Yao Liu, Ruoyu Wang, Lina Yao

Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

Multi-agent Traffic Prediction via Denoised Endpoint Distribution.

Yao Liu, Ruoyu Wang, Yuanjiang Cao, Quan Z. Sheng, Lina Yao

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Independence Constrained Disentangled Representation Learning from Epistemological Perspective.

Ruoyu Wang, Lina Yao

Proceedings of the Neural Information Processing - 31st International Conference, 2024