Yangxinyu Xie

University of the Arts — United States

Computer Science · Physical Sciences

6h-index227citations30works2.32yr avg
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Research Topics

Topic Modeling(6), Advanced Graph Neural Networks(5), Complex Network Analysis Techniques(4), Natural Language Processing Techniques(4), Bioinformatics and Genomic Networks(4)

Publications30 total

Statistical Early Stopping for Reasoning Models
arXiv (Cornell University)·2026Open Access
Statistical Early Stopping for Reasoning Models
ArXiv.org·2026Open Access
SCORE: Specificity, Context Utilization, Robustness, and Relevance for Reference-Free LLM Evaluation
arXiv (Cornell University)·2026Open Access
SCORE: Specificity, Context Utilization, Robustness, and Relevance for Reference-Free LLM Evaluation
arXiv (Cornell University)·2026Open Access
Xiang Li, Yangxinyu Xie, and Weng-Kee Wong’s contribution to the Discussion of ‘Balanced and Robust Randomized Treatment Assignments: The Finite Selection Model for the Health Insurance Experiment and Beyond’ by Chattopadhyay, Morris and Zubizarreta
Journal of the Royal Statistical Society Series A (Statistics in Society)·2026
Watermark in the Classroom: A Conformal Framework for Adaptive AI Usage Detection
Harvard Data Science Review·2026
Advancing Non-intrusive Load Monitoring: Insights from the Winning Algorithms in the ADRENALIN 2024 Load Disaggregation Competition
Lecture notes in computer science·2025· 1 cited
Watermark in the Classroom: A Conformal Framework for Adaptive AI Usage Detection
arXiv (Cornell University)·2025Open Access
MARSHA: multi-agent RAG system for hazard adaptation
npj Climate Action·2025· 2 citedOpen Access
Debiasing Watermarks for Large Language Models via Maximal Coupling
Journal of the American Statistical Association·2025· 3 cited
Foundations of Top-$k$ Decoding For Language Models
arXiv (Cornell University)·2025Open Access
GeoGrid-Bench: Can Foundation Models Understand Multimodal Gridded Geo-Spatial Data?
arXiv (Cornell University)·2025Open Access
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation
arXiv (Cornell University)·2025· 1 citedOpen Access
Towards Rationality in Language and Multimodal Agents: A Survey
2025· 3 citedOpen Access
Debiasing Watermarks for Large Language Models via Maximal Coupling
arXiv (Cornell University)·2024· 1 citedOpen Access
A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners
arXiv (Cornell University)·2024· 2 citedOpen Access
Towards Rationality in Language and Multimodal Agents: A Survey
arXiv (Cornell University)·2024· 5 citedOpen Access
WildfireGPT: Tailored Large Language Model for Wildfire Analysis
arXiv (Cornell University)·2024· 4 citedOpen Access
A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners
2024· 22 citedOpen Access
Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network
Nature Machine Intelligence·2023· 66 citedOpen Access
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Frequent Co-authors

Tanwi Mallick(11), Weijie Su(9), Ngoc Mai Tran(6), Xiaomeng Wang(5), Camillo J. Taylor(4), Jordan Branham(4), Alexander Y. Sun(3), Peishi Jiang(3), Zong‐Liang Yang(3), Xingyuan Chen(3), Zhuoqun Hao(3), John K. Hutchison(3), Duane R. Verner(3), M. Ross Alexander(3), Robert B. Ross(3), Leslie-Anne Levy(3), Xiang Li(3), Bowen Jiang(3), Camillo J. Taylor(3), Mario Krenn(2)