Scholar
Shi-Yu Tian
Google Scholar ID: 2UwjVasAAAAJ
Nanjing University
machine learning
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Homepage
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Citations & Impact
All-time
Citations
20
H-index
2
i10-index
1
Publications
5
Co-authors
5
list available
Contact
Email
tiansy@lamda.nju.edu.cn
GitHub
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Publications
6 items
Thinking with Tables: Enhancing Multi-Modal Tabular Understanding via Neuro-Symbolic Reasoning
2026
Cited
0
NeSy-Route: A Neuro-Symbolic Benchmark for Constrained Route Planning in Remote Sensing
2026
Cited
0
MapTab: Can MLLMs Master Constrained Route Planning?
2026
Cited
0
Automated Text-to-Table for Reasoning-Intensive Table QA: Pipeline Design and Benchmarking Insights
2025
Cited
0
LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM
2025
Cited
0
VC Search: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning
2024
Cited
0
Resume (English only)
Academic Achievements
Paper 'VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning' accepted at EMNLP 2025 (Oral).
Paper 'CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning' accepted at CVPR 2024 (Oral).
Paper 'Rethinking Evaluation for Multi-Label Drug-Drug Interaction Prediction' published in Frontiers of Computer Science (FCS).
Co-authored 'TabularGSM: Understanding the Limitations of LLMs in Tabular Math Reasoning' (preprint, 2025).
Contributed to 'LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM', presented at ICLR 2025 SCI-FM Workshop.
Served as reviewer for journal Neural Networks; conferences include IJCAI 2025, ICLR 2025/2026, CVPR 2026, PAKDD 2026.
Awarded NJU-President Scholarship, Nanjing University (Nov 2024).
Received National Scholarship, Chongqing University (Nov 2021).
Co-authors
5 total
Yu-Feng Li
Professor, Nanjing University
Lan-Zhe Guo
LAMDA Group, Nanjing University
Zhi Zhou
Nanjing Univeristy
Kun-Yang Yu
LAMDA Group, Nanjing University
Lei Feng
Professor, Southeast University
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