GuidedSampling: Steering LLMs Towards Diverse Candidate Solutions at Inference-Time - Handa, Divij; Parmar, Mihir; RRV, Aswin; Uddin, Md Nayem; Palangi, Hamid; Baral, Chitta (International Conference on Learning Representations, 2026)