Rajesh K. Gupta

5 papers · 2023–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

AAAI (2) IJCAI (2) NeurIPS (1)

Top co-authors

Jingbo Shang (5) Dezhi Hong (4) Ranak Roy Chowdhury (4) Xiyuan Zhang (4) Diyan Teng (2) Ameya Panse (1) Jiacheng Li (1) Ritvik Kapila (1) Shuheng Li (1) Jiayun Zhang (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Learning Types · Machine Learning (3) Learning Types · Deep Learning (3) Data Science & Analytics (2) Learning Paradigms (2) Methods (2) Natural Language Processing (1) Core AI (1) Core Methods (1) Resources & Methods (1)

Keywords

representation learning (2) contrastive learning (2) zero-shot learning (2) transfer learning (2) human activity recognition (1) self-supervised learning (1) knowledge distillation (1) prompt engineering (1) multimodal learning (1) text representation (1) sensor fusion (1) time series classification (1) multivariate time series (1) wearable sensor (1) multimodal dataset (1) self-supervised representation (1) irregular time series (1) data reconstruction (1) human mobility (1) contextual inference (1)

Papers

ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025 Large Language Models for Time Series: A Survey IJCAI 2024 UniMTS: Unified Pre-training for Motion Time Series NeurIPS 2024 Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework IJCAI 2023 PrimeNet: Pre-training for Irregular Multivariate Time Series AAAI 2023