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Poster
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Thu 11:00
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Detecting Bugs with Substantial Monetary Consequences by LLM and Rule-based Reasoning
Brian Zhang · Zhuo Zhang
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Workshop
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Sat 15:45
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Reexpress: Similarity-Distance-Magnitude Calibration
Allen Schmaltz
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Workshop
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GTA: A Benchmark for General Tool Agents
Jize Wang · Ma Zerun · Yining Li · Songyang Zhang · Cailian Chen · Kai Chen · Xinyi Le
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Workshop
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SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented Generation.
Prakhar Dixit · Tim Oates
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Poster
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Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration
Zhuofan Wen · Shangtong Gui · Yang Feng
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Workshop
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Sat 10:45
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TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning
Xinyuan Lu · Liangming Pan · Yubo Ma · Preslav Nakov · Min-Yen Kan
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Workshop
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PolicyLR: An LLM compiler for Logic-based Representation for Privacy Policies
Ashish Hooda · Rishabh Khandelwal · Prasad Chalasani · Kassem Fawaz · Somesh Jha
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Workshop
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Advancing Agentic Systems: Dynamic Task Decomposition, Tool Integration and Evaluation using Novel Metrics and Dataset
Shankar Kumar Jeyakumar · Alaa Ahmad · Adrian Gabriel
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Poster
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Fri 16:30
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AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
Zhaorun Chen · Zhen Xiang · Chaowei Xiao · Dawn Song · Bo Li
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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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Exploring CXL-based KV Cache Storage for LLM Serving
Yupeng Tang · Runxiang Cheng · Ping Zhou · Tongping Liu · Fei Liu · Wei Tang · Kyoungryun Bae · Jianjun Chen · Wu Xiang · Rui Shi
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Workshop
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Agentic Anomaly Detection for Shipping
Alexander Timms · Abigail Langbridge · Fearghal O'Donncha
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