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Workshop
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AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing
Ana Nunez · Nafis Tanveer Islam · Sumit Jha · peyman najafirad
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Poster
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Wed 16:30
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IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents
Homaira Huda Shomee · Zhu Wang · Sathya Ravi · Sourav Medya
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Affinity Event
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A Novel LLM-Based Approach for Automated Seerah-Hadith Mapping: Connecting Islamic Historical Narratives Through Vector Search and Semantic Analysis
Mushfiqur Rahman Talha · Mohammad Shams · Riasat Islam · Nabil Mosharraf
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Poster
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Fri 11:00
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From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
Xinlei Wang · Maike Feng · Jing Qiu · JINJIN GU · Junhua Zhao
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Workshop
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Sat 12:00
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Distribution-based sensitivity analysis for large language models
Paulius Rauba · Qiyao Wei · Mihaela van der Schaar
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Workshop
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Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for LLM Problem-Solving
Yangzhen Wu · Zhiqing Sun · Shanda Li · Sean Welleck · Yiming Yang
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Workshop
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From Context to Action: Analysis of the Impact of State Representation and Context on the Generalization of Multi-Turn Web Navigation Agents
Nalin Tiwary · Vardhan Dongre · Sanil Chawla · Ashwin Lamani · Dilek Tur
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Workshop
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Decoding Biases: An Analysis of Automated Methods and Metrics for Gender Bias Detection in Language Models
Shachi H. Kumar · Saurav Sahay · Sahisnu Mazumder · Eda Okur · Ramesh Manuvinakurike · Nicole Beckage · Hsuan Su · Hung-yi Lee · Lama Nachman
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