ICLR Poster "computational efficiency" Papers

13 papers found

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Conference

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Paper Type

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Ada-K Routing: Boosting the Efficiency of MoE-based LLMs

Zijia Zhao, Longteng Guo, Jie Cheng et al.

ICLR 2025posterarXiv:2410.10456
8
citations

Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models

Michael Noukhovitch, Shengyi Huang, Sophie Xhonneux et al.

ICLR 2025posterarXiv:2410.18252
39
citations

Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation

Tobias Leemann, Periklis Petridis, Giuseppe Vietri et al.

ICLR 2025posterarXiv:2410.03461
3
citations

Context-aware Dynamic Pruning for Speech Foundation Models

Masao Someki, Yifan Peng, Siddhant Arora et al.

ICLR 2025poster
7
citations

DUALFormer: Dual Graph Transformer

Zhuo Jiaming, Yuwei Liu, Yintong Lu et al.

ICLR 2025poster
3
citations

Dynamic Diffusion Transformer

Wangbo Zhao, Yizeng Han, Jiasheng Tang et al.

ICLR 2025posterarXiv:2410.03456
34
citations

FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference

Xunhao Lai, Jianqiao Lu, Yao Luo et al.

ICLR 2025posterarXiv:2502.20766
51
citations

Gradient descent with generalized Newton’s method

Zhiqi Bu, Shiyun Xu

ICLR 2025posterarXiv:2407.02772
6
citations

P-SPIKESSM: HARNESSING PROBABILISTIC SPIKING STATE SPACE MODELS FOR LONG-RANGE DEPENDENCY TASKS

Malyaban Bal, Abhronil Sengupta

ICLR 2025posterarXiv:2406.02923
11
citations

RegMix: Data Mixture as Regression for Language Model Pre-training

Qian Liu, Xiaosen Zheng, Niklas Muennighoff et al.

ICLR 2025posterarXiv:2407.01492
99
citations

Steering Large Language Models between Code Execution and Textual Reasoning

Yongchao Chen, Harsh Jhamtani, Srinagesh Sharma et al.

ICLR 2025posterarXiv:2410.03524
25
citations

The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws

Tian Jin, Ahmed Imtiaz Humayun, Utku Evci et al.

ICLR 2025posterarXiv:2501.12486
1
citations

Variational Bayesian Pseudo-Coreset

Hyungi Lee, Seungyoo Lee, Juho Lee

ICLR 2025posterarXiv:2502.21143