3 papers
cs.AI2026
EDGE: Engine for Deterministic Graph Evaluation through Conversation Simulation from Graph Structured DSL Configuration
Ram Kulathumani, Regunathan Radhakrishnan, Anupam Tripathi +5
As agentic systems evolve into complex multi agent orchestration workflows, there is a growing and critical need for systematic frameworks that measures an agent's behavioral consi…
cs.AI2026
TokenMizer: Graph-Structured Session Memory for Long-Horizon LLM Context Management
Shweta Mishra
Long-horizon LLM sessions outlive their context windows, and the standard mitigations - truncation, summarization, retrieval - share a structural flaw: they treat history as flat t…
cs.CV2025
Text-VQA Aug: Pipelined Harnessing of Large Multimodal Models for Automated Synthesis
Soham Joshi, Shwet Kamal Mishra, Viswanath Gopalakrishnan
Creation of large-scale databases for Visual Question Answering tasks pertaining to the text data in a scene (text-VQA) involves skilful human annotation, which is tedious and chal…