Vaibhav Singh

5 papers · 2021–2025 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

CVPR (1) EMNLP (1) IJCAI (1) NAACL (1) NSDI (1)

Top co-authors

Soumya Suvra Ghosal (2) Dinesh Manocha (2) Ayush Maheshwari (1) Mengdi Wang (1) Sriparna Saha (1) Ranveer Chandra (1) Amrith Krishna (1) Souradip Chakraborty (1) Yaswanth M (1) Haojian Jin (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (3) Natural Language Processing (3) Learning Types · Machine Learning (3) Deep Learning (2) Learning Types · Deep Learning (2) Resources & Methods (2) Interdisciplinary (1) Applications (1) Learning Paradigms (1) Social (1)

Keywords

few-shot learning (2) in-context learning (2) reward model (2) text classification (1) synthetic data generation (1) safety alignment (1) pairwise ranking (1) signal-to-noise ratio (1) rule induction (1) low-resource language (1) internet of thing (1) multimodal large language model (1) jailbreak attack (1) inference-time alignment (1) packet collision (1) signal detection (1) attack success rate (1) iot device (1) speech recognition (1) contrastive learning (1)

Papers

ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification NAACL 2025 Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025 RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples EMNLP 2025 Spectrumize: Spectrum-efficient Satellite Networks for the Internet of Things NSDI 2024 Speech Recognition Using RFID Tattoos (Extended Abstract) IJCAI 2021