Divij Handa

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upvoted 2 papers 9 days ago

GuidedSampling: Steering LLMs Towards Diverse Candidate Solutions at Inference-Time

Paper • 2510.03777 • Published Feb 14 • 1

FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments

Paper • 2604.25135 • Published 12 days ago • 12

upvoted a paper 7 months ago

BuildBench: Benchmarking LLM Agents on Compiling Real-World Open-Source Software

Paper • 2509.25248 • Published Sep 27, 2025 • 3

upvoted 3 papers 8 months ago

When "Competency" in Reasoning Opens the Door to Vulnerability: Jailbreaking LLMs via Novel Complex Ciphers

Paper • 2402.10601 • Published Feb 16, 2024 • 1

UnSeenTimeQA: Time-Sensitive Question-Answering Beyond LLMs' Memorization

Paper • 2407.03525 • Published Jul 3, 2024 • 3

How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on τ-bench

Paper • 2508.20931 • Published Aug 28, 2025 • 16