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2020 – today
- 2026
[i7]Nicholas Lee, Lutfi Eren Erdogan, Chris Joseph John, Surya Krishnapillai, Michael W. Mahoney, Kurt Keutzer, Amir Gholami:
Agentic Test-Time Scaling for WebAgents. CoRR abs/2602.12276 (2026)- [i6]Mert Cemri, Shubham Agrawal, Akshat Gupta, Shu Liu, Audrey Cheng, Qiuyang Mang, Ashwin Naren
, Lutfi Eren Erdogan, Koushik Sen, Matei Zaharia, Alex Dimakis, Ion Stoica:
AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization. CoRR abs/2602.20133 (2026) - 2025
- [c2]Lutfi Eren Erdogan, Nicholas Lee, Sehoon Kim, Suhong Moon, Hiroki Furuta, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami:
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks. ICML 2025 - [i5]Lutfi Eren Erdogan, Nicholas Lee, Sehoon Kim, Suhong Moon, Hiroki Furuta, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami:
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks. CoRR abs/2503.09572 (2025) - 2024
- [c1]Lutfi Eren Erdogan, Nicholas Lee, Siddharth Jha, Sehoon Kim, Ryan Tabrizi, Suhong Moon, Coleman Richard Charles Hooper, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami:
TinyAgent: Function Calling at the Edge. EMNLP (System Demonstrations) 2024: 80-88 - [i4]Siddharth Jha, Lutfi Eren Erdogan, Sehoon Kim, Kurt Keutzer, Amir Gholami:
Characterizing Prompt Compression Methods for Long Context Inference. CoRR abs/2407.08892 (2024) - [i3]Lutfi Eren Erdogan, Nicholas Lee, Siddharth Jha, Sehoon Kim, Ryan Tabrizi, Suhong Moon, Coleman Hooper, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami:
TinyAgent: Function Calling at the Edge. CoRR abs/2409.00608 (2024) - [i2]Suhong Moon, Siddharth Jha, Lutfi Eren Erdogan, Sehoon Kim, Woosang Lim, Kurt Keutzer, Amir Gholami:
Efficient and Scalable Estimation of Tool Representations in Vector Space. CoRR abs/2409.02141 (2024) - [i1]Lutfi Eren Erdogan, Vijay Anand Raghava Kanakagiri, Kurt Keutzer, Zhen Dong:
Stochastic Communication Avoidance for Recommendation Systems. CoRR abs/2411.01611 (2024)
Coauthor Index
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