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Rohan Surana

Deep Learning for Conversions Between Melodic Frameworks of Indian Classical Music
2022 · Rohan Surana, Aakash Varshney, et al. · Algorithms for intelligent systems · 12
An Empirical Study on Zero-Data Bootstrapping for Conversational Recommender Systems
2026 · Rohan Surana, Junda Wu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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Can We Break LLMs Out of Self-Loops? Fine-Grained Reasoning Control with Activation Steering
2026 · Yu, Sheldon, Yu, Tong, et al. · arXiv (Cornell University)
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RRPO: Reference-Relative Policy Optimization with Stratified Conditional Rollouts
2026 · Xiong, Yuxin, Jiang, Xunyi, et al. · arXiv (Cornell University)
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Evaluating Language Model Pluralism through In-the-wild Crowd Discussions
2026 · Association for Computational Linguistics 2026, Majumder, Bodhisattwa Prasad, et al. · Underline Science Inc.
F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking
2026 · Surana, Rohan, Mundada, Gagan, et al. · arXiv (Cornell University)
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MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization
2026 · Surana, Rohan, Li, Xintong, et al. · arXiv (Cornell University)
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Skill-R1: Agent Skill Evolution via Reinforcement Learning
2026 · Vishe, Yash, Surana, Rohan, et al. · arXiv (Cornell University)
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Skill-CMIB: Multimodal Agent Skill for Consistent Action via Conditional Multimodal Information Bottleneck
2026 · Huang, Zihan, Wu, Junda, et al. · arXiv (Cornell University)
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MusiCRS: Benchmarking Audio-Centric Conversational Recommendation
2026 · Rohan Surana, Amit Namburi, et al. · IEEE International Conference on Acoustics Speech and Signal Processing
Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning
2026 · Surana, Rohan, Mundada, Gagan, et al. · arXiv (Cornell University)
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WS-GRPO: Weakly-Supervised Group-Relative Policy Optimization for Rollout-Efficient Reasoning
2026 · Mundada, Gagan, Huang, Zihan, et al. · arXiv (Cornell University)
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AMPS: Adaptive Modality Preference Steering via Functional Entropy
2026 · Huang, Zihan, Li, Xintong, et al. · arXiv (Cornell University)
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Evaluation on Entity Matching in Recommender Systems
2026 · Huang, Zihan, Surana, Rohan, et al. · arXiv (Cornell University)
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Evaluating Language Model Pluralism through In-the-wild Crowd Discussions
2026 · Gagan Mundada, Rohan Surana, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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In-context Ranking Preference Optimization
2025 · Wu, Junda, Surana, Rohan, et al. · arXiv (Cornell University)
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Image Difference Captioning via Adversarial Preference Optimization
2025 · Zihan Huang, Junda Wu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Works count: 19
Citation count: 13
H-index: 1
I10-index: 1
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