Xinyi Ling

According to our database, Xinyi Ling authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

Uncertainty as a Planning Signal: Multi-Turn Decision Making for Goal-Oriented Conversation.

Xinyi Ling, Ye Liu, Reza Averly, Xia Ning

CoRR, April, 2026

2025

EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models.

Xinyi Ling, Hanwen Du, Zhihui Zhu, Xia Ning

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data.

Xinyi Ling, Hanwen Du, Bo Peng, Zhihui Zhu, Xia Ning

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

2024

Captions Speak Louder than Images (CASLIE): Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data.

Xinyi Ling, Bo Peng, Hanwen Du, Zhihui Zhu, Xia Ning

CoRR, 2024

eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data.

Bo Peng, Xinyi Ling, Ziru Chen, Huan Sun, Xia Ning

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