Characterizing Prompt Compression Methods for Long Context Inference. - Siddharth Jha; Lutfi Eren Erdogan; Sehoon Kim 001; Kurt Keutzer; Amir Gholami (CoRR, 2024)

TinyAgent: Function Calling at the Edge. - Lutfi Eren Erdogan; Nicholas Lee; Siddharth Jha; Sehoon Kim 001; Ryan Tabrizi; Suhong Moon; Coleman Hooper; Gopala Anumanchipalli; Kurt Keutzer; Amir Gholami (CoRR, 2024)

Efficient and Scalable Estimation of Tool Representations in Vector Space. - Suhong Moon; Siddharth Jha; Lutfi Eren Erdogan; Sehoon Kim 001; Woosang Lim; Kurt Keutzer; Amir Gholami (CoRR, 2024)

Stochastic Communication Avoidance for Recommendation Systems. - Lutfi Eren Erdogan; Vijay Anand Raghava Kanakagiri; Kurt Keutzer; Zhen Dong 003 (CoRR, 2024)

Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks. - Lutfi Eren Erdogan; Nicholas Lee; Sehoon Kim 001; Suhong Moon; Hiroki Furuta; Gopala Anumanchipalli; Kurt Keutzer; Amir Gholami (CoRR, 2025)