Taicheng Guo

University of Notre Dame — United States

Computer Science · Physical Sciences

7h-index404citations25works14.52yr avg
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Research Topics

Topic Modeling(9), Computational Drug Discovery Methods(5), Machine Learning in Materials Science(5), Semantic Web and Ontologies(4), Natural Language Processing Techniques(3)

Publications25 total

MTSQL-R1: Towards Long-Horizon Multi-Turn Text-to-SQL via Agentic Training
arXiv (Cornell University)·2025Open Access
Exploring Multi-Temperature Strategies for Token- and Rollout-Level Control in RLVR
arXiv (Cornell University)·2025Open Access
Bayesian Optimization Hackathon for Chemistry and Materials
2025· 1 citedOpen Access
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
arXiv (Cornell University)·2025Open Access
New Paradigm for Evaluating Scholar Summaries: A Facet-aware Metric and a Meta-evaluation Benchmark
ACM Transactions on Information Systems·2025
New Paradigm for Evaluating Scholar Summaries: A Facet-aware Metric and A Meta-evaluation Benchmark.
PubMed·2025· 1 citedOpen Access
Unveiling the power of language models in chemical research question answering
Communications Chemistry·2025· 8 citedOpen Access
Data Interpreter: An LLM Agent for Data Science
2025· 13 citedOpen Access
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
2025· 1 citedOpen Access
Improving reaction prediction through chemically aware transfer learning
Digital Discovery·2025· 2 citedOpen Access
Knowledge Graph Enhanced Language Agents for Recommendation
arXiv (Cornell University)·2024Open Access
DiffECG: Diffusion Model-Powered Label-Efficient and Personalized Arrhythmia Diagnosis
2024· 184 citedOpen Access
Data-Efficient, Chemistry-Aware Machine Learning Predictions of Diels–Alder Reaction Outcomes
Journal of the American Chemical Society·2024· 26 cited
A Property-Guided Diffusion Model For Generating Molecular Graphs
2024
Data-Efficient, Chemistry-Aware Machine Learning Predictions of Diels–Alder Reaction Outcomes
2024· 1 citedOpen Access
Data Interpreter: An LLM Agent For Data Science
arXiv (Cornell University)·2024· 11 citedOpen Access
Defending Jailbreak Prompts via In-Context Adversarial Game
arXiv (Cornell University)·2024· 3 citedOpen Access
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
arXiv (Cornell University)·2024Open Access
Large Language Model based Multi-Agents: A Survey of Progress and Challenges
arXiv (Cornell University)·2024· 50 citedOpen Access
Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation
2024
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Frequent Co-authors

Xiangliang Zhang(18), Kehan Guo(10), Olaf Wiest(7), Nitesh V. Chawla(5), Yujun Zhou(5), Bozhao Nan(4), Xin Gao(4), Haomin Zhuang(4), Angus B. Keto(3), Elizabeth H. Krenske(3), Xiuying Chen(3), Yufei Han(3), Zhenwen Liang(3), Yue Huang(3), Xiuying Chen(2), Yaqi Wang(2), Ruidi Chang(2), Zhichun Guo(2), Shichao Pei(2), Morgan Underdue(2)