Publications

89 results at NeurIPS 2024

Automating Thought of Search: A Journey Towards Soundness and Completeness
- - Daniel Cao
  - Michael Katz
  - et al.
- 2024
- NeurIPS 2024
Recurrent Transformers Trade-off Parallelism for Length Generalization on Regular Languages
- - Paul Soulos
  - Aleksandar Terzic
  - et al.
- 2024
- NeurIPS 2024
MemReasoner: A Memory-augmented LLM Architecture for Multi-hop Reasoning
- - Irene Ko
  - Sihui Dai
  - et al.
- 2024
- NeurIPS 2024
Towards Unbiased Evaluation of Time-series Anomaly Detector
- - Debarpan Bhattacharya
  - Sumanta Mukherjee
  - et al.
- 2024
- NeurIPS 2024
Predicting LLM Inference Latency: A Roofline-Driven ML Method
- - Saki Imai
  - Rina Nakazawa
  - et al.
- 2024
- NeurIPS 2024
Thought of Search: Planning with Language Models Through The Lens of Efficiency
- - Michael Katz
  - Harsha Kokel
  - et al.
- 2024
- NeurIPS 2024
Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications
- - Bo Wen
  - Xin Zhang
- 2024
- NeurIPS 2024
Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators
- - Hadjer Benmeziane
  - Corey Liam Lammie
  - et al.
- 2024
- NeurIPS 2024
Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
- - Megh Thakkar
  - Yash More
  - et al.
- 2024
- NeurIPS 2024
Compressing Recurrent Neural Networks for FPGA-accelerated Implementation in Fluorescence Lifetime Imaging
- - Ismail Erbas
  - Vikas Pandey
  - et al.
- 2024
- NeurIPS 2024