54 citations · 54 across the 3 of their papers we have counts for
3 papers
cs.IR2026
Toward a Theory of Hierarchical Memory for Language Agents
Yashar Talebirad, Ali Parsaee, Csongor Y. Szepesvari +2
Many recent long-context and agentic systems address context-length limitations by adding hierarchical memory: they extract atomic units from raw data, build multi-level representa…
cs.LG2025
TrajLearn: Trajectory Prediction Learning using Deep Generative Models
Amirhossein Nadiri, Jing Li, Ali Faraji +2
Trajectory prediction aims to estimate an entity's future path using its current position and historical movement data, benefiting fields like autonomous navigation, robotics, and…
cs.AI2023★ 54 cited
Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents
Yashar Talebirad, Amirhossein Nadiri
In this paper, we present a novel framework for enhancing the capabilities of large language models (LLMs) by leveraging the power of multi-agent systems. Our framework introduces…