Portrait of Yang Han
Ph.D. Student · Shanghai Jiao Tong University

Yang Han 韩杨

Large language models, Spectra AI.

I am open to academic collaboration and welcome contact. However, emails regarding admissions will not be addressed. Please contact the relevant supervisor directly.

Education

2023 - Present · Ph.D. in Computer Science · Shanghai Jiao Tong University

Co-advised by Dr. Kai Yu, Dr. Xin Chen, and Dr. Rui Wang. Work closely with Dr. Lu Chen.

2020 - 2023 · M.Eng. in Software Engineering · Tongji University

Supervised by Dr. Shengjie Zhao.

2016 - 2020 · B.Eng. in Computer Science · Shanghai University

Publications

✻ denotes corresponding author · ✝ denotes co-first author

2025

MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation

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Yang Han, Pengyu Wang, Kai Yu, Xin Chen✻, Lu Chen✻

The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)

2024

From Generalist to Specialist: A Survey of Large Language Models for Chemistry

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Yang Han, Ziping Wan, Lu Chen✻, Kai Yu, Xin Chen✻

Proceedings of the 31th International Conference on Computational Linguistics (COLING 2025)

AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference

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Yang Han✝, Yiming Wang✝, Rui Wang✻, Lu Chen, Kai Yu✻

Findings of the Association for Computational Linguistics: EMNLP 2024 (EMNLP 2024 Findings)

SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research

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Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen✻, Kai Yu✻

The 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024)

2023

Principal Graph Embedding Convolutional Recurrent Network for Traffic Flow Prediction

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Yang Han, Shengjie Zhao✻, Hao Deng, Wenzhen Jia

Applied Intelligence

Honors & Awards

Service