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Workshop
Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning tasks
Gregory Kang Ruey Lau · Wenyang Hu · Liu Diwen · Chen Jizhuo · See-Kiong Ng · Bryan Kian Hsiang Low
Workshop
Towards Inference-time Category-wise Safety Steering for Large Language Models
Amrita Bhattacharjee · Shaona Ghosh · Traian Rebedea · Christopher Parisien
Workshop
Improving LLM Generation with Inverse and Forward Alignment: Reward Modeling, Prompting, Fine-Tuning, and Inference-Time Optimization
Hao Sun · Thomas Pouplin · Nicolás Astorga · Tennison Liu · Mihaela van der Schaar
Workshop
Improving LLM Generation with Inverse and Forward Alignment: Reward Modeling, Prompting, Fine-Tuning, and Inference-Time Optimization
Hao Sun · Thomas Pouplin · Nicolás Astorga · Tennison Liu · Mihaela van der Schaar
Workshop
Towards Personalized Language Models via Inference-time Human Preference Optimization
Nikki Lijing Kuang · Wei Sun · Scott McFaddin · Yian Ma · Markus Ettl
Workshop
Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for LLM Problem-Solving
Yangzhen Wu · Zhiqing Sun · Shanda Li · Sean Welleck · Yiming Yang
Workshop
LLMs Infer Protected Attributes Beyond Proxy Features
Dimitri Staufer
Poster
Fri 11:00 SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices
Ruslan Svirschevski · Avner May · Zhuoming Chen · Beidi Chen · Zhihao Jia · Max Ryabinin
Poster
Fri 16:30 Neural Signed Distance Function Inference through Splatting 3D Gaussians Pulled on Zero-Level Set
Wenyuan Zhang · Yu-Shen Liu · Zhizhong Han
Poster
Wed 16:30 Rethinking Imbalance in Image Super-Resolution for Efficient Inference
Wei Yu · Bowen Yang · Liu Qinglin · Jianing Li · Shengping Zhang · Xiangyang Ji
Poster
Thu 11:00 Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference
Jonathan Wenger · Kaiwen Wu · Philipp Hennig · Jacob Gardner · Geoff Pleiss · John Cunningham
Poster
Fri 11:00 Kraken: Inherently Parallel Transformers For Efficient Multi-Device Inference
Rohan Baskar Prabhakar · Hengrui Zhang · David Wentzlaff