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Workshop
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GSR-Bench: A Benchmark for Grounded Spatial Reasoning Evaluation via Multimodal LLMs
Navid Rajabi · Jana Kosecka
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Workshop
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Sat 17:27
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Toward Large Language Models that Benefit for All: Benchmarking Group Fairness in Reward Models
Kefan Song · Jin Yao · Shangtong Zhang
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Workshop
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Toward Large Language Models that Benefit for All: Benchmarking Group Fairness in Reward Models
Kefan Song · Jin Yao · Shangtong Zhang
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Poster
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Wed 11:00
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Thinking Forward: Memory-Efficient Federated Finetuning of Language Models
Kunjal Panchal · Nisarg Parikh · Sunav Choudhary · Lijun Zhang · Yuriy Brun · Hui Guan
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Workshop
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FlashDP: Memory-Efficient and High-Throughput DP-SGD Training for Large Language Models
Liangyu Wang · Junxiao Wang · Jie Ren · Zihang Xiang · David Keyes · Di Wang
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Poster
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Fri 11:00
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KOALA: Empirical Lessons Toward Memory-Efficient and Fast Diffusion Models for Text-to-Image Synthesis
Youngwan Lee · Kwanyong Park · Yoorhim Cho · Yong-Ju Lee · Sung Ju Hwang
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Poster
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Fri 16:30
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LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning
Rui Pan · Xiang Liu · SHIZHE DIAO · Renjie Pi · Jipeng Zhang · Chi Han · Tong Zhang
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Workshop
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Sat 15:45
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Towards LLM-guided Efficient and Interpretable Multi-linear Tensor Network Rank Selection
Giorgos Iacovides · Wuyang Zhou · Danilo Mandic
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Poster
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Wed 16:30
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Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes
Andrew Bennett · Nathan Kallus · Miruna Oprescu · Wen Sun · Kaiwen Wang
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Workshop
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Sun 14:40
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Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs
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Workshop
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GenAI Evaluation Maturity Framework (GEMF) to assess and improve GenAI Evaluations
Yilin Zhang · Frank J. Kanayet
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Workshop
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Evaluating Fine-Tuning Efficiency of Human-Inspired Learning Strategies in Medical Question Answering
Yushi Yang · Andrew M. Bean · Robert McCraith · Adam Mahdi
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