Yangxinyu Xie

According to our database, Yangxinyu Xie authored at least 15 papers between 2021 and 2025.

Collaborative distances:

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

2025

Foundations of Top-<i>k</i> Decoding For Language Models.

Georgy Noarov, Soham Mallick, Tao Wang, Sunay Joshi, Yan Sun, Yangxinyu Xie, Mengxin Yu, Edgar Dobriban

CoRR, May, 2025

Comparative Evaluation of Prompting and Fine-Tuning for Applying Large Language Models to Grid-Structured Geospatial Data.

Akash Dhruv, Yangxinyu Xie, Jordan Branham, Tanwi Mallick

CoRR, May, 2025

GeoGrid-Bench: Can Foundation Models Understand Multimodal Gridded Geo-Spatial Data?

Bowen Jiang, Yangxinyu Xie, Xiaomeng Wang, Jiashu He, Joshua David Bergerson, John K. Hutchison, Jordan Branham, Camillo J. Taylor, Tanwi Mallick

CoRR, May, 2025

A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation.

Yangxinyu Xie, Bowen Jiang, Tanwi Mallick, Joshua David Bergerson, John K. Hutchison, Duane R. Verner, Jordan Branham, M. Ross Alexander, Robert B. Ross, Yan Feng, Leslie-Anne Levy, Weijie Su, Camillo J. Taylor

CoRR, April, 2025

Information Retrieval for Climate Impact.

Maarten de Rijke, Bart Van den Hurk, Flora Salim, Alaa Al Khourdajie, Nan Bai, Renato Calzone, Declan J. Curran, Getnet Demil, Lesley Frew, Noah Gießing, Mukesh Kumar Gupta, Maria Heuss, Sanaa Hobeichi, David Huard, Jingwei Kang, Ana Lucic, Tanwi Mallick, Shruti Nath, Andrew Okem, Barbara Pernici, Thilina Rajapakse, Hira Saleem, Harry Scells, Nicole Schneider, Damiano Spina, Yuanyuan Tian, Edmund Totin, Andrew Trotman, Ramamurthy Valavandan, Dereje Workneh, Yangxinyu Xie

CoRR, April, 2025

Towards Rationality in Language and Multimodal Agents: A Survey.

Bowen Jiang, Yangxinyu Xie, Xiaomeng Wang, Yuan Yuan, Zhuoqun Hao, Xinyi Bai, Weijie J. Su, Camillo Jose Taylor, Tanwi Mallick

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

Debiasing Watermarks for Large Language Models via Maximal Coupling.

Yangxinyu Xie, Xiang Li, Tanwi Mallick, Weijie J. Su, Ruixun Zhang

CoRR, 2024

Multi-Modal and Multi-Agent Systems Meet Rationality: A Survey.

Bowen Jiang, Yangxinyu Xie, Xiaomeng Wang, Weijie J. Su, Camillo J. Taylor, Tanwi Mallick

CoRR, 2024

WildfireGPT: Tailored Large Language Model for Wildfire Analysis.

Yangxinyu Xie, Tanwi Mallick, Joshua David Bergerson, John K. Hutchison, Duane R. Verner, Jordan Branham, M. Ross Alexander, Robert B. Ross, Yan Feng, Leslie-Anne Levy, Weijie J. Su

CoRR, 2024

A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners.

Bowen Jiang, Yangxinyu Xie, Zhuoqun Hao, Xiaomeng Wang, Tanwi Mallick, Weijie Su, Camillo J. Taylor, Dan Roth

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network.

Mario Krenn, Lorenzo Buffoni, Bruno C. Coutinho, Sagi Eppel, Jacob Gates Foster, Andrew Gritsevskiy, Harlin Lee, Yichao Lu, João P. Moutinho, Nima Sanjabi, Rishi Sonthalia, Ngoc Mai Tran, Francisco Valente, Yangxinyu Xie, Rose Yu, Michael Kopp

Nat. Mac. Intell., October, 2023

A Comparative Study of Loss Functions: Traffic Predictions in Regular and Congestion Scenarios.

Yangxinyu Xie, Tanwi Mallick

CoRR, 2023

2022

Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network.

Mario Krenn, Lorenzo Buffoni, Bruno C. Coutinho, Sagi Eppel, Jacob Gates Foster, Andrew Gritsevskiy, Harlin Lee, Yichao Lu, João P. Moutinho, Nima Sanjabi, Rishi Sonthalia, Ngoc Mai Tran, Francisco Valente, Yangxinyu Xie, Rose Yu, Michael Kopp

CoRR, 2022

2021

Improving random walk rankings with feature selection and imputation.

Ngoc Mai Tran, Yangxinyu Xie

CoRR, 2021

Improving random walk rankings with feature selection and imputation Science4cast competition, team Hash Brown.

Ngoc Mai Tran, Yangxinyu Xie

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021