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Workshop
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3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination
Jianing Yang · Xuweiyi Chen · Nikhil Madaan · Madhavan Iyengar · Shengyi Qian · David Fouhey · Joyce Chai
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Expo Workshop
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Tue 12:00
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Knowledge-enhanced LLMs for Industry Verticals
Siwen Yu
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Expo Talk Panel
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Tue 12:00
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Demystify Financial Textual Data with LLMs
Dianqi Li
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Affinity Event
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LLMs on interactive feature collections with implicit look-ahead strategies
Juyeon Heo · Vihari Piratla · Kyunghyun Lee · Hyonkeun Joh · Adrian Weller
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Affinity Event
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COMPARATIVE STUDY OF LLMS FOR PERSONAL FINANCIAL DECISION IN LOW RESOURCE LANGUAGE
Rashidat Sikiru · Olubayo Adekambi · Anthony Soronnadi
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Tutorial
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Tue 13:30
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Sandbox for the Blackbox: How LLMs Learn Structured Data?
Bingbin Liu · Ashok Vardhan Makkuva · Jason Lee
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Poster
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Fri 16:30
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Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs
Ching-An Cheng · Allen Nie · Adith Swaminathan
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Expo Talk Panel
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Wed 13:00
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Industrial Applications of Distributional Preference Alignment of LLMs via Optimal Transport
Youssef Mroueh
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Expo Workshop
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Wed 13:00
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Post-training LLMs: From Algorithms to Training Infrastructures
Yihang Cheng
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Expo Demonstration
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Tue 15:00
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Deploying Cached Conditional Mixture-of-Experts LLMs on Mobile Devices with Memory Constraints
Ron Tindall
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Poster
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Wed 16:30
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Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
Mustafa Shukor · Matthieu Cord
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Poster
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Fri 16:30
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QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
Zhuo Chen · Rumen Dangovski · Charlotte Loh · Owen Dugan · Di Luo · Marin Soljacic
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